Genome-Wide Diet-Gene Interaction Analyses for Risk of Colorectal Cancer

被引:78
|
作者
Figueiredo, Jane C. [1 ]
Hsu, Li [2 ]
Hutter, Carolyn M. [3 ]
Lin, Yi [2 ]
Campbell, Peter T. [4 ]
Baron, John A. [5 ]
Berndt, Sonja I. [6 ]
Jiao, Shuo [2 ]
Casey, Graham [1 ]
Fortini, Barbara [1 ]
Chan, Andrew T. [7 ,8 ,9 ]
Cotterchio, Michelle [10 ]
Lemire, Mathieu [11 ]
Gallinger, Steven [12 ]
Harrison, Tabitha A. [2 ]
Le Marchand, Loic [13 ]
Newcomb, Polly A. [2 ]
Slattery, Martha L. [14 ]
Caan, Bette J. [15 ]
Carlson, Christopher S. [2 ]
Zanke, Brent W. [16 ]
Rosse, Stephanie A. [2 ]
Brenner, Hermann [17 ]
Giovannucci, Edward L. [18 ]
Wu, Kana [19 ]
Chang-Claude, Jenny [20 ]
Chanock, Stephen J. [6 ]
Curtis, Keith R. [2 ]
Duggan, David [21 ]
Gong, Jian [2 ]
Haile, Robert W. [22 ]
Hayes, Richard B. [23 ]
Hoffmeister, Michael [17 ]
Hopper, John L. [24 ]
Jenkins, Mark A. [24 ]
Kolonel, Laurence N. [13 ]
Qu, Conghui [2 ]
Rudolph, Anja [20 ]
Schoen, Robert E. [25 ]
Schumacher, Fredrick R. [1 ]
Seminara, Daniela [3 ]
Stelling, Deanna L. [2 ]
Thibodeau, Stephen N. [26 ,27 ]
Thornquist, Mark [2 ]
Warnick, Greg S. [2 ]
Henderson, Brian E. [1 ]
Ulrich, CorneliaM. [2 ,28 ,29 ]
Gauderman, W. James [1 ]
Potter, John D. [2 ,30 ]
White, Emily [2 ]
机构
[1] Univ So Calif, Keck Sch Med, Los Angeles, CA 90033 USA
[2] Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
[3] NCI, Div Canc Control & Populat Sci, Bethesda, MD 20892 USA
[4] Amer Canc Soc, Epidemiol Res Program, Atlanta, GA 30329 USA
[5] Univ N Carolina, Sch Med, Dept Med, Chapel Hill, NC USA
[6] NCI, Div Canc Epidemiol & Genet, Bethesda, MD 20892 USA
[7] Massachusetts Gen Hosp, Div Gastroenterol, Boston, MA 02114 USA
[8] Harvard Univ, Sch Med, Boston, MA USA
[9] Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USA
[10] Canc Care Ontario, Toronto, ON, Canada
[11] Ontario Inst Canc Res, Toronto, ON, Canada
[12] Toronto Gen Hosp, Dept Surg, Univ Hlth Network, Toronto, ON, Canada
[13] Univ Hawaii, Program Epidemiol, Ctr Canc, Honolulu, HI 96822 USA
[14] Univ Utah, Hlth Sci Ctr, Dept Internal Med, Salt Lake City, UT USA
[15] Kaiser Permanente, Med Care Program, Div Res, Oakland, CA USA
[16] Univ Ottawa, Fac Med, Div Hematol, Ottawa, ON, Canada
[17] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[18] Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USA
[19] Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
[20] German Canc Res Ctr, Div Canc Epidemiol, Heidelberg, Germany
[21] Translat Genom Res Inst, Phoenix, AZ USA
[22] Stanford Canc Inst, Palo Alto, CA USA
[23] NYU, Sch Med, Div Epidemiol, New York, NY USA
[24] Univ Melbourne, Melbourne Sch Populat Hlth, Melbourne, Vic, Australia
[25] Univ Pittsburgh, Med Ctr, Dept Med & Epidemiol, Pittsburgh, PA USA
[26] Mayo Clin, Dept Lab Med & Pathol, Rochester, MN USA
[27] Mayo Clin, Dept Lab Genet, Rochester, MN USA
[28] Natl Ctr Tumor Dis, Div Prevent Oncol, Heidelberg, Germany
[29] German Canc Res Ctr, Heidelberg, Germany
[30] Massey Univ, Ctr Publ Hlth Res, Wellington, New Zealand
来源
PLOS GENETICS | 2014年 / 10卷 / 04期
基金
美国国家卫生研究院; 加拿大健康研究院;
关键词
SUSCEPTIBILITY LOCI; ENVIRONMENT INTERACTION; ASSOCIATION SCAN; COLON-CANCER; RED MEAT; ULCERATIVE-COLITIS; MULTIETHNIC COHORT; METAANALYSIS; FIBER; PROGRESSION;
D O I
10.1371/journal.pgen.1004228
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Dietary factors, including meat, fruits, vegetables and fiber, are associated with colorectal cancer; however, there is limited information as to whether these dietary factors interact with genetic variants to modify risk of colorectal cancer. We tested interactions between these dietary factors and approximately 2.7 million genetic variants for colorectal cancer risk among 9,287 cases and 9,117 controls from ten studies. We used logistic regression to investigate multiplicative gene-diet interactions, as well as our recently developed Cocktail method that involves a screening step based on marginal associations and gene-diet correlations and a testing step for multiplicative interactions, while correcting for multiple testing using weighted hypothesis testing. Per quartile increment in the intake of red and processed meat were associated with statistically significant increased risks of colorectal cancer and vegetable, fruit and fiber intake with lower risks. From the case-control analysis, we detected a significant interaction between rs4143094 (10p14/near GATA3) and processed meat consumption (OR = 1.17; p = 8.7E-09), which was consistently observed across studies (p heterogeneity = 0.78). The risk of colorectal cancer associated with processed meat was increased among individuals with the rs4143094-TG and -TT genotypes (OR = 1.20 and OR = 1.39, respectively) and null among those with the GG genotype (OR = 1.03). Our results identify a novel gene-diet interaction with processed meat for colorectal cancer, highlighting that diet may modify the effect of genetic variants on disease risk, which may have important implications for prevention.
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页数:9
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