Determining Risk of Colorectal Cancer and Starting Age of Screening Based on Lifestyle, Environmental, and Genetic Factors

被引:224
作者
Jeon, Jihyoun [1 ]
Du, Mengmeng [2 ]
Schoen, Robert E. [3 ]
Hoffmeister, Michael [4 ,5 ,6 ,7 ]
Newcomb, Polly A. [8 ]
Berndt, Sonja I. [9 ]
Caan, Bette [10 ]
Campbell, Peter T. [11 ]
Chan, Andrew T. [12 ,13 ,14 ,15 ]
Chang-Claude, Jenny [4 ,5 ,6 ,7 ]
Giles, Graham G. [16 ,17 ]
Gong, Jian [8 ]
Harrison, Tabitha A. [8 ]
Huyghe, Jeroen R. [8 ]
Jacobs, Eric J. [11 ]
Li, Li [18 ]
Lin, Yi [8 ]
Le Marchand, Loic [19 ]
Potter, John D. [8 ]
Qu, Conghui [8 ]
Bien, Stephanie A. [8 ]
Zubair, Niha [8 ]
Macinnis, Robert J. [16 ,17 ]
Buchanan, Daniel D. [20 ,21 ,22 ]
Hopper, John L. [21 ,23 ,24 ]
Cao, Yin [12 ,13 ,14 ]
Nishihara, Reiko [12 ,13 ]
Rennert, Gad [25 ]
Slattery, Martha L. [26 ]
Thomas, Duncan C. [27 ]
Woods, Michael O. [28 ]
Prentice, Ross L. [8 ]
Gruber, Stephen B. [29 ]
Zheng, Yingye [8 ]
Brenner, Hermann [4 ,5 ,6 ,7 ]
Hayes, Richard B. [30 ]
White, Emily [8 ]
Peters, Ulrike [8 ]
Hsu, Li [8 ]
机构
[1] Univ Michigan, Dept Epidemiol, 1415 Washington Hts, Ann Arbor, MI 48109 USA
[2] Mem Sloan Kettering, New York, NY USA
[3] Univ Pittsburgh, Med Ctr, Dept Med & Epidemiol, Pittsburgh, PA USA
[4] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[5] German Canc Res Ctr, Div Prevent Oncol, Heidelberg, Germany
[6] Natl Ctr Tumor Dis, Heidelberg, Germany
[7] German Canc Res Ctr, German Canc Consortium, Heidelberg, Germany
[8] Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
[9] NCI, Div Canc Epidemiol & Genet, NIH, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
[10] Kaiser Permanente Med Care Program, Div Res, Oakland, CA 94611 USA
[11] Amer Canc Soc, Epidemiol Res Program, Atlanta, GA 30329 USA
[12] Massachusetts Gen Hosp, Clin & Translat Epidemiol Unit, Boston, MA 02114 USA
[13] Harvard Med Sch, Boston, MA USA
[14] Massachusetts Gen Hosp, Div Gastroenterol, Boston, MA 02114 USA
[15] Brigham & Womens Hosp, Channing Div Network Med, 75 Francis St, Boston, MA 02115 USA
[16] Canc Council Victoria, Canc Epidemiol & Intelligence Div, Melbourne, Vic, Australia
[17] Univ Melbourne, Sch Global & Populat Hlth, Ctr Epidemiol & Biostat, Melbourne, Vic, Australia
[18] Case Western Reserve Univ, Cleveland, OH 44106 USA
[19] Univ Hawaii, Ctr Canc, Program Epidemiol, Honolulu, HI 96822 USA
[20] Univ Melbourne, Dept Pathol, Colorectal Oncogen Grp, Genet Epidemiol Lab, Parkville, Vic, Australia
[21] Univ Melbourne, Melbourne Sch Populat & Global Hlth, Ctr Epidemiol & Biostat, Parkville, Vic, Australia
[22] Royal Melbourne Hosp, Genet Med & Family Canc Clin, Parkville, Vic, Australia
[23] Seoul Natl Univ, Sch Publ Hlth, Dept Epidemiol, Seoul, South Korea
[24] Seoul Natl Univ, Inst Hlth & Environm, Seoul, South Korea
[25] Carmel Hosp, Haifa, Israel
[26] Univ Utah, Dept Internal Med, Hlth Sci Ctr, Salt Lake City, UT 84112 USA
[27] Univ Southern Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA USA
[28] Mem Univ Newfoundland, St John, NF, Canada
[29] Univ Southern Calif, USC Norris Comprehens Canc Ctr, Los Angeles, CA USA
[30] NYU, Sch Med, Dept Populat Hlth, Div Epidemiol, New York, NY USA
基金
美国国家卫生研究院; 加拿大健康研究院; 英国医学研究理事会;
关键词
Colon Cancer; GECCO; CORECT; Colonoscopy; GENOME-WIDE ASSOCIATION; SUSCEPTIBILITY LOCI; POOLED ANALYSIS; COLON-CANCER; MENDELIAN RANDOMIZATION; PREDICTION MODELS; FAMILY-HISTORY; BREAST-CANCER; IDENTIFIES; RED MEAT;
D O I
10.1053/j.gastro.2018.02.021
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: Guidelines for initiating colorectal cancer (CRC) screening are based on family history but do not consider lifestyle, environmental, or genetic risk factors. We developed models to determine risk of CRC, based on lifestyle and environmental factors and genetic variants, and to identify an optimal age to begin screening. METHODS: We collected data from 9748 CRC cases and 10,590 controls in the Genetics and Epidemiology of Colorectal Cancer Consortium and the Colorectal Transdisciplinary study, from 1992 through 2005. Half of the participants were used to develop the risk determination model and the other half were used to evaluate the discriminatory accuracy (validation set). Models of CRC risk were created based on family history, 19 lifestyle and environmental factors (E-score), and 63 CRC-associated single-nucleotide polymorphisms identified in genome-wide association studies (G-score). We evaluated the discriminatory accuracy of the models by calculating area under the receiver operating characteristic curve values, adjusting for study, age, and endoscopy history for the validation set. We used the models to project the 10-year absolute risk of CRC for a given risk profile and recommend ages to begin screening in comparison to CRC risk for an average individual at 50 years of age, using external population incidence rates for non-Hispanic whites from the Surveillance, Epidemiology, and End Results program registry. RESULTS: In our models, E-score and G-score each determined risk of CRC with greater accuracy than family history. A model that combined both scores and family history estimated CRC risk with an area under the [GRAPHICS] receiver operating characteristic curve value of 0.63 (95% confidence interval, 0.62-0.64) for men and 0.62 (95% confidence interval, 0.61-0.63) for women; area under the receiver operating characteristic curve values based on only family history ranged from 0.53 to 0.54 and those based only E-score or G-score ranged from 0.59 to 0.60. Although screening is recommended to begin at age 50 years for individuals with no family history of CRC, starting ages calculated based on combined E-score and G-score differed by 12 years for men and 14 for women, for individuals with the highest vs the lowest 10% of risk. CONCLUSIONS: We used data from 2 large international consortia to develop CRC risk calculation models that included genetic and environmental factors along with family history. These determine risk of CRC and starting ages for screening with greater accuracy than the family history only model, which is based on the current screening guideline. These scoring systems might serve as a first step toward developing individualized CRC prevention strategies.
引用
收藏
页码:2152 / +
页数:32
相关论文
共 108 条
  • [51] Estimating the heritability of colorectal cancer
    Jiao, Shuo
    Peters, Ulrike
    Berndt, Sonja
    Brenner, Hermann
    Butterbach, Katja
    Caan, Bette J.
    Carlson, Christopher S.
    Chan, Andrew T.
    Chang-Claude, Jenny
    Chanock, Stephen
    Curtis, Keith R.
    Duggan, David
    Gong, Jian
    Harrison, Tabitha A.
    Hayes, Richard B.
    Henderson, Brian E.
    Hoffmeister, Michael
    Kolonel, Laurence N.
    Le Marchand, Loic
    Potter, John D.
    Rudolph, Anja
    Schoen, Robert E.
    Seminara, Daniela
    Slattery, Martha L.
    White, Emily
    Hsu, Li
    [J]. HUMAN MOLECULAR GENETICS, 2014, 23 (14) : 3898 - 3905
  • [52] Gene-Environment Interaction Involving Recently Identified Colorectal Cancer Susceptibility Loci
    Kantor, Elizabeth D.
    Hutter, Carolyn M.
    Minnier, Jessica
    Berndt, Sonja I.
    Brenner, Hermann
    Caan, Bette J.
    Campbell, Peter T.
    Carlson, Christopher S.
    Casey, Graham
    Chan, Andrew T.
    Chang-Claude, Jenny
    Chanock, Stephen J.
    Cotterchio, Michelle
    Du, Mengmeng
    Duggan, David
    Fuchs, Charles S.
    Giovannucci, Edward L.
    Gong, Jian
    Harrison, Tabitha A.
    Hayes, Richard B.
    Henderson, Brian E.
    Hoffmeister, Michael
    Hopper, John L.
    Jenkins, Mark A.
    Jiao, Shuo
    Kolonel, Laurence N.
    Le Marchand, Loic
    Lemire, Mathieu
    Ma, Jing
    Newcomb, Polly A.
    Ochs-Balcom, Heather M.
    Pflugeisen, Bethann M.
    Potter, John D.
    Rudolph, Anja
    Schoen, Robert E.
    Seminara, Daniela
    Slattery, Martha L.
    Stelling, Deanna L.
    Thomas, Fridtjof
    Thornquist, Mark
    Ulrich, Cornelia M.
    Warnick, Greg S.
    Zanke, Brent W.
    Peters, Ulrike
    Hsu, Li
    White, Emily
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2014, 23 (09) : 1824 - 1833
  • [53] Electronic Medical Records for Genetic Research: Results of the eMERGE Consortium
    Kho, Abel N.
    Pacheco, Jennifer A.
    Peissig, Peggy L.
    Rasmussen, Luke
    Newton, Katherine M.
    Weston, Noah
    Crane, Paul K.
    Pathak, Jyotishman
    Chute, Christopher G.
    Bielinski, Suzette J.
    Kullo, Iftikhar J.
    Li, Rongling
    Manolio, Teri A.
    Chisholm, Rex L.
    Denny, Joshua C.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2011, 3 (79)
  • [54] Pooled analyses of 13 prospective cohort studies on folate intake and colon cancer
    Kim, Dong-Hyun
    Smith-Warner, Stephanie A.
    Spiegelman, Donna
    Yaun, Shiaw-Shyuan
    Colditz, Graham A.
    Freudenheim, Jo L.
    Giovannucci, Edward
    Goldbohm, R. Alexandra
    Graham, Saxon
    Harnack, Lisa
    Jacobs, Eric J.
    Leitzmann, Michael
    Mannisto, Satu
    Miller, Anthony B.
    Potter, John D.
    Rohan, Thomas E.
    Schatzkin, Arthur
    Speizer, Frank E.
    Stevens, Victoria L.
    Stolzenberg-Solomon, Rachael
    Terry, Paul
    Toniolo, Paolo
    Weijenberg, Matty P.
    Willett, Walter C.
    Wolk, Alicja
    Zeleniuch-Jacquotte, Anne
    Hunter, David J.
    [J]. CANCER CAUSES & CONTROL, 2010, 21 (11) : 1919 - 1930
  • [55] Estimation of Benefits, Burden, and Harms of Colorectal Cancer Screening Strategies Modeling Study for the US Preventive Services Task Force
    Knudsen, Amy B.
    Zauber, Ann G.
    Rutter, Carolyn M.
    Naber, Steffie K.
    Doria-Rose, V. Paul
    Pabiniak, Chester
    Johanson, Colden
    Fischer, Sara E.
    Lansdorp-Vogelaar, Iris
    Kuntz, Karen M.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 315 (23): : 2595 - 2609
  • [56] Characterization of 9p24 Risk Locus and Colorectal Adenoma and Cancer: Gene-Environment Interaction and Meta-Analysis
    Kocarnik, Jonathan D.
    Hutter, Carolyn M.
    Slattery, Martha L.
    Berndt, Sonja I.
    Hsu, Li
    Duggan, David J.
    Muehling, Jill
    Caan, Bette J.
    Beresford, Shirley A. A.
    Rajkovic, Aleksandar
    Sarto, Gloria E.
    Marshall, James R.
    Hammad, Nazik
    Wallace, Robert B.
    Makar, Karen W.
    Prentice, Ross L.
    Potter, John D.
    Hayes, Richard B.
    Peters, Ulrike
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2010, 19 (12) : 3131 - 3139
  • [57] Kolonel LN, 2000, AM J EPIDEMIOL, V151, P346, DOI 10.1093/oxfordjournals.aje.a010213
  • [58] Fruits, vegetables, and colon cancer risk in a pooled analysis of 14 cohort studies
    Koushik, Anita
    Hunter, David J.
    Spiegelman, Donna
    Beeson, W. Lawrence
    van den Brandt, Piet A.
    Buring, Julie E.
    Calle, Eugenia E.
    Cho, Eunyoung
    Fraser, Gary E.
    Freudenheim, Jo L.
    Fuchs, Charles S.
    Giovannucci, Edward L.
    Goldbohm, R. Alexandra
    Harnack, Lisa
    Jacobs, David R., Jr.
    Kato, Ikuko
    Krogh, Vittorio
    Larsson, Susanna C.
    Leitzmann, Michael F.
    Marshall, James R.
    McCullough, Marjorie L.
    Miller, Anthony B.
    Pietinen, Pirjo
    Rohan, Thomas E.
    Schatzkin, Arthur
    Sieri, Sabina
    Virtanen, Mikko J.
    Wolk, Alicja
    Zeleniuch-Jacquotte, Anne
    Zhang, Shumin M.
    Smith-Warner, Stephanie A.
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2007, 99 (19): : 1471 - 1483
  • [59] Mammographic density and risk of breast cancer by mode of detection and tumor size: a case-control study
    Krishnan, Kavitha
    Baglietto, Laura
    Apicella, Carmel
    Stone, Jennifer
    Southey, Melissa C.
    English, Dallas R.
    Giles, Graham G.
    Hopper, John L.
    [J]. BREAST CANCER RESEARCH, 2016, 18
  • [60] A Genome-wide Association Study of Lung Cancer Identifies a Region of Chromosome 5p15 Associated with Risk for Adenocarcinoma
    Landi, Maria Teresa
    Chatterjee, Nilanjan
    Yu, Kai
    Goldin, Lynn R.
    Goldstein, Alisa M.
    Rotunno, Melissa
    Mirabello, Lisa
    Jacobs, Kevin
    Wheeler, William
    Yeager, Meredith
    Bergen, Andrew W.
    Li, Qizhai
    Consonni, Dario
    Pesatori, Angela C.
    Wacholder, Sholom
    Thun, Michael
    Diver, Ryan
    Oken, Martin
    Virtamo, Jarmo
    Albanes, Demetrius
    Wang, Zhaoming
    Burdette, Laurie
    Doheny, Kimberly F.
    Pugh, Elizabeth W.
    Laurie, Cathy
    Brennan, Paul
    Hung, Rayjean
    Gaborieau, Valerie
    McKay, James D.
    Lathrop, Mark
    McLaughlin, John
    Wang, Ying
    Tsao, Ming-Sound
    Spitz, Margaret R.
    Wang, Yufei
    Krokan, Hans
    Vatten, Lars
    Skorpen, Frank
    Arnesen, Egil
    Benhamou, Simone
    Bouchard, Christine
    Metsapalu, Andres
    Vooder, Tonu
    Nelis, Mari
    Vaelk, Kristian
    Field, John K.
    Chen, Chu
    Goodman, Gary
    Sulem, Patrick
    Thorleifsson, Gudmar
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2009, 85 (05) : 679 - 691