Genotype-Environment Interactions in Microsatellite Stable/Microsatellite Instability-Low Colorectal Cancer: Results from a Genome-Wide Association Study

被引:46
作者
Figueiredo, Jane C. [1 ]
Lewinger, Juan Pablo [1 ]
Song, Chi [1 ]
Campbell, Peter T. [3 ]
Conti, David V. [1 ]
Edlund, Christopher K. [2 ]
Duggan, Dave J. [4 ]
Rangrej, Jagadish [5 ]
Lemire, Mathieu [5 ]
Hudson, Thomas [5 ]
Zanke, Brent [8 ]
Cotterchio, Michelle [6 ]
Gallinger, Steven [7 ]
Jenkins, Mark [9 ]
Hopper, John [9 ]
Haile, Robert [1 ]
Newcomb, Polly [10 ]
Potter, John [10 ]
Baron, John A. [11 ]
Le Marchand, Loic [12 ]
Casey, Graham [1 ]
机构
[1] Univ So Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA 90033 USA
[2] Univ So Calif, USC Epigenome Ctr, Los Angeles, CA 90033 USA
[3] Amer Canc Soc, Dept Epidemiol, Atlanta, GA 30329 USA
[4] Translat Genom Res Inst, Phoenix, AZ USA
[5] MaRS Ctr, Ontario Inst Canc Res, Toronto, ON, Canada
[6] Cancer Care Ontario, Toronto, ON, Canada
[7] Mt Sinai Hosp, Samuel Lunenfeld Res Inst, Toronto, ON M5G 1X5, Canada
[8] Univ Ottawa, Fac Med, Ottawa, ON, Canada
[9] Univ Melbourne, Sch Publ Hlth, Melbourne, Vic 3010, Australia
[10] Fred Hutchinson Canc Res Ctr, Seattle, WA 98104 USA
[11] Dartmouth Med Sch, Dept Med & Community & Family Med, Lebanon, NH USA
[12] Univ Hawaii, Canc Res Ctr Hawaii, Honolulu, HI 96813 USA
关键词
SUSCEPTIBILITY LOCUS; GENETIC ASSOCIATIONS; FAMILY REGISTRY; COLON-CANCER; RISK; 8Q24; VARIANTS; SCAN; DESIGNS; 8Q23.3;
D O I
10.1158/1055-9965.EPI-10-0675
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Genome-wide association studies (GWAS) have led to the identification of a number of common susceptibility loci for colorectal cancer (CRC); however, none of these GWAS have considered gene-environment (G x E) interactions. Therefore, it is unclear whether current hits are modified by environmental exposures or whether there are additional hits whose effects are dependent on environmental exposures. Methods: We conducted a systematic search for G x E interactions using genome wide data from the Colon Cancer Family Registry that included 1,191 cases of microsatellite stable (MSS) or microsatellite instability-low (MSI-L) CRC and 999 controls genotyped using either the Illumina Human1M or Human1M-Duo BeadChip. We tested for interactions between genotypes and 14 environmental factors using 3 methods: a traditional case-control test, a case-only test, and the recently proposed 2-step method by Murcray and colleagues. All potentially significant findings were replicated in the ARCTIC Study. Results: No G x E interactions were identified that reached genome-wide significance by any of the 3 methods. When analyzing previously reported susceptibility loci, 7 significant G x E interactions were found at a 5% significance level. We investigated these 7 interactions in an independent sample and none of the interactions were replicated. Conclusions: Identifying G x E interactions will present challenges in a GWAS setting. Our power calculations illustrate the need for larger sample sizes; however, as CRC is a heterogeneous disease, a tradeoff between increasing sample size and heterogeneity needs to be considered. Impact: The results from this first genome-wide analysis of G x E in CRC identify several challenges, which may be addressed by large consortium efforts. Cancer Epidemiol Biomarkers Prev; 20(5); 758-66. (C)2011 AACR.
引用
收藏
页码:758 / 766
页数:9
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