A Model to Determine Colorectal Cancer Risk Using Common Genetic Susceptibility Loci

被引:109
作者
Hsu, Li [1 ]
Jeon, Jihyoun [1 ]
Brenner, Hermann [2 ,4 ]
Gruber, Stephen B. [5 ]
Schoen, Robert E. [6 ]
Berndt, Sonja I. [7 ]
Chan, Andrew T. [9 ,10 ]
Chang-Claude, Jenny [3 ]
Du, Mengmeng [1 ]
Gong, Jian [1 ]
Harrison, Tabitha A. [1 ]
Hayes, Richard B. [11 ]
Hoffmeister, Michael [2 ]
Hutter, Carolyn M. [8 ]
Lin, Yi [1 ]
Nishihara, Reiko [12 ,14 ]
Ogino, Shuji [13 ,15 ]
Prentice, Ross L. [1 ]
Schumacher, Fredrick R. [16 ]
Seminara, Daniela [8 ]
Slattery, Martha L. [17 ]
Thomas, Duncan C. [16 ]
Thornquist, Mark [1 ]
Newcomb, Polly A. [1 ]
Potter, John D. [1 ,18 ]
Zheng, Yingye [1 ]
White, Emily [1 ]
Peters, Ulrike [1 ]
机构
[1] Fred Hutchinson Canc Res Ctr, Publ Hlth Sci Div, Seattle, WA 98109 USA
[2] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[3] German Canc Res Ctr, Div Canc Epidemiol, Heidelberg, Germany
[4] German Canc Consortium, Heidelberg, Germany
[5] Univ So Calif, Kenneth Norris Jr Comprehens Canc Ctr, Los Angeles, CA 90033 USA
[6] Univ Pittsburgh, Med Ctr, Dept Med & Epidemiol, Pittsburgh, PA USA
[7] NCI, Div Canc Epidemiol & Genet, NIH, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
[8] NCI, Div Canc Control & Populat Sci, NIH, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
[9] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Div Gastroenterol, Boston, MA USA
[10] Harvard Univ, Brigham & Womens Hosp, Sch Med, Channing Div Network Med, Boston, MA 02115 USA
[11] NYU, Sch Med, Dept Populat Hlth, Div Epidemiol, New York, NY USA
[12] Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
[13] Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[14] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[15] Harvard Univ, Sch Med, Dept Pathol, Boston, MA 02115 USA
[16] Univ So Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA 90033 USA
[17] Univ Utah, Dept Internal Med, Hlth Sci Ctr, Salt Lake City, UT 84112 USA
[18] Massey Univ, Ctr Publ Hlth Res, Wellington, New Zealand
基金
美国国家卫生研究院;
关键词
Risk Determination; Genome-Wide Association Study; Colorectal Cancer Screening; Risk Stratification; GENOME-WIDE ASSOCIATION; AMERICAN-COLLEGE; COLON-CANCER; PREDICTION; SCAN; IDENTIFICATION; METAANALYSIS; VARIANTS; 8Q24;
D O I
10.1053/j.gastro.2015.02.010
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: Risk for colorectal cancer (CRC) can be greatly reduced through screening. To aid in the development of screening strategies, we refined models designed to determine risk of CRC by incorporating information from common genetic susceptibility loci. METHODS: By using data collected from more than 12,000 participants in 6 studies performed from 1990 through 2011 in the United States and Germany, we developed risk determination models based on sex, age, family history, genetic risk score (number of risk alleles carried at 27 validated common CRC susceptibility loci), and history of endoscopic examinations. The model was validated using data collected from approximately 1800 participants in the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial, conducted from 1993 through 2001 in the United States. RESULTS: We identified a CRC genetic risk score that independently predicted which patients in the training set would develop CRC. Compared with determination of risk based only on family history, adding the genetic risk score increased the discriminatory accuracy from 0.51 to 0.59 (P = .0028) for men and from 0.52 to 0.56 (P = .14) for women. We calculated age-and sex-specific 10-year CRC absolute risk estimates based on the number of risk alleles, family history, and history of endoscopic examinations. A model that included a genetic risk score better determined the recommended starting age for screening in subjects with and without family histories of CRC. The starting age for high-risk men (family history of CRC and genetic risk score, 90%) was 42 years, and for low-risk men (no family history of CRC and genetic risk score, 10%) was 52 years. For men with no family history and a high genetic risk score (90%), the starting age would be 47 years; this is an intermediate value that is 5 years earlier than it would be for men with a genetic risk score of 10%. Similar trends were observed in women. CONCLUSIONS: By incorporating information on CRC risk alleles, we created a model to determine the risk for CRC more accurately. This model might be used to develop screening and prevention strategies.
引用
收藏
页码:1330 / +
页数:24
相关论文
共 60 条
[1]   A haplotype map of the human genome [J].
Altshuler, D ;
Brooks, LD ;
Chakravarti, A ;
Collins, FS ;
Daly, MJ ;
Donnelly, P ;
Gibbs, RA ;
Belmont, JW ;
Boudreau, A ;
Leal, SM ;
Hardenbol, P ;
Pasternak, S ;
Wheeler, DA ;
Willis, TD ;
Yu, FL ;
Yang, HM ;
Zeng, CQ ;
Gao, Y ;
Hu, HR ;
Hu, WT ;
Li, CH ;
Lin, W ;
Liu, SQ ;
Pan, H ;
Tang, XL ;
Wang, J ;
Wang, W ;
Yu, J ;
Zhang, B ;
Zhang, QR ;
Zhao, HB ;
Zhao, H ;
Zhou, J ;
Gabriel, SB ;
Barry, R ;
Blumenstiel, B ;
Camargo, A ;
Defelice, M ;
Faggart, M ;
Goyette, M ;
Gupta, S ;
Moore, J ;
Nguyen, H ;
Onofrio, RC ;
Parkin, M ;
Roy, J ;
Stahl, E ;
Winchester, E ;
Ziaugra, L ;
Shen, Y .
NATURE, 2005, 437 (7063) :1299-1320
[2]  
Anderson G, 1998, CONTROL CLIN TRIALS, V19, P61
[3]  
[Anonymous], CANC GEN MARK SUSC C
[4]  
[Anonymous], 2013, STAT DAT MORT COD AG
[5]  
[Anonymous], 1995, COMPUTERIZED MATCHIN
[6]  
[Anonymous], 2000, CONTROL CLIN TRIALS
[7]  
[Anonymous], 2013, GLOBOCAN 2012 v1.0, cancer incidence and mortality worldwide: IARC cancer base
[8]   NURSES HEALTH STUDY [J].
BELANGER, CF ;
HENNEKENS, CH ;
ROSNER, B ;
SPEIZER, FE .
AMERICAN JOURNAL OF NURSING, 1978, 78 (06) :1039-1040
[9]  
Brenner H., 2014, BMJ
[10]   Protection From Colorectal Cancer After Colonoscopy A Population-Based, Case-Control Study [J].
Brenner, Hermann ;
Chang-Claude, Jenny ;
Seiler, Christoph M. ;
Rickert, Alexander ;
Hoffmeister, Michael .
ANNALS OF INTERNAL MEDICINE, 2011, 154 (01) :22-U156