Ability of known susceptibility SNPs to predict colorectal cancer risk for persons with and without a family history

被引:18
作者
Jenkins, Mark A. [1 ,2 ]
Win, Aung K. [1 ,2 ,3 ]
Dowty, James G. [1 ]
MacInnis, Robert J. [1 ,4 ]
Makalic, Enes [1 ]
Schmidt, Daniel F. [1 ]
Dite, Gillian S. [1 ]
Kapuscinski, Mirosl [1 ]
Clendenning, Mark [5 ]
Rosty, Christophe [5 ,6 ,7 ]
Winship, Ingrid M. [3 ,8 ]
Emery, Jon D. [9 ,10 ]
Saya, Sibel [9 ,10 ]
Macrae, Finlay A. [3 ,8 ,11 ]
Ahnen, Dennis J. [12 ]
Duggan, David [13 ]
Figueiredo, Jane C. [14 ,15 ]
Lindor, Noralane M. [16 ]
Haile, Robert W. [14 ]
Potter, John D. [17 ,18 ,19 ]
Cotterchio, Michelle [20 ]
Gallinger, Steven [21 ]
Newcomb, Polly A. [17 ,18 ]
Buchanan, Daniel D. [1 ,2 ,3 ,5 ]
Casey, Graham [22 ]
Hopper, John L. [1 ,2 ]
机构
[1] Univ Melbourne, Ctr Epidemiol & Biostat, Melbourne Sch Populat & Global Hlth, Parkville, Vic 3010, Australia
[2] Univ Melbourne, Ctr Canc Res, Parkville, Vic, Australia
[3] Royal Melbourne Hosp, Genet Med, Parkville, Vic, Australia
[4] Canc Council Victoria, Canc Epidemiol Div, Melbourne, Vic, Australia
[5] Univ Melbourne, Dept Pathol, Genet Epidemiol Lab, Colorectal Oncogen Grp, Parkville, Vic, Australia
[6] Envoi Specialist Pathologists, Herston, Qld, Australia
[7] Univ Queensland, Sch Med, Herston, Qld, Australia
[8] Univ Melbourne, Dept Med, Parkville, Vic, Australia
[9] Univ Melbourne, Ctr Canc Res, Dept Gen Practice, Parkville, Vic, Australia
[10] Univ Cambridge, Dept Publ Hlth & Primary Care, Primary Care Unit, Cambridge, England
[11] Royal Melbourne Hosp, Colorectal Med & Genet, Parkville, Vic, Australia
[12] Univ Colorado, Sch Med, Denver, CO USA
[13] Translat Genom Res Inst, Off Chief Operating Officer, Phoenix, AZ USA
[14] Cedars Sinai Med Ctr, Samuel Oschin Comprehens Canc Inst, Los Angeles, CA 90048 USA
[15] Univ Southern Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA 90007 USA
[16] Mayo Clin Arizona, Dept Hlth Sci Res, Scottsdale, AZ USA
[17] Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
[18] Univ Washington, Sch Publ Hlth, Seattle, WA 98195 USA
[19] Massey Univ, Ctr Publ Hlth Res, Wellington, New Zealand
[20] Canc Care Ontario, Toronto, ON, Canada
[21] Univ Toronto, Mt Sinai Hosp, Lunenfeld Tanenbaum Res Inst, Toronto, ON, Canada
[22] Univ Virginia, Ctr Publ Hlth Genom, Charlottesville, VA USA
基金
英国医学研究理事会;
关键词
Colorectal cancer; Risk prediction; Single nucleotide polymorphism; Prediction model; Family history; BREAST-CANCER; GENES;
D O I
10.1007/s10689-019-00136-6
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Before SNP-based risk can be incorporated in colorectal cancer (CRC) screening, the ability of these SNPs to estimate CRC risk for persons with and without a family history of CRC, and the screening implications need to be determined. We estimated the association with CRC of a 45 SNP-based risk using 1181 cases and 999 controls, and its correlation with CRC risk predicted from detailed family history. We estimated the predicted change in the distribution across predefined risk categories, and implications for recommended screening commencement age, from adding SNP-based risk to family history. The inter-quintile risk ratio for colorectal cancer risk of the SNP-based risk was 3.28 (95% CI 2.54-4.22). SNP-based and family history-based risks were not correlated (r = 0.02). For persons with no first-degree relatives with CRC, screening could commence 4 years earlier for women (5 years for men) in the highest quintile of SNP-based risk. For persons with two first-degree relatives with CRC, screening could commence 16 years earlier for men and women in the highest quintile, and 7 years earlier for the lowest quintile. This 45 SNP panel in conjunction with family history, can identify people who could benefit from earlier screening. Risk reclassification by 45 SNPs could inform targeted screening for CRC prevention, particularly in clinical genetics settings when mutations in high-risk genes cannot be identified. Yet to be determined is cost-effectiveness, resources requirements, community, patient and clinician acceptance, and feasibility with potentially ethical, legal and insurance implications.
引用
收藏
页码:389 / 397
页数:9
相关论文
共 26 条
[1]  
[Anonymous], 2015, Stata Statistical Software: Release 14
[2]   Evidence for further breast cancer susceptibility genes in addition to BRCA1 and BRCA2 in a population-based study [J].
Antoniou, AC ;
Pharoah, PDP ;
McMullan, G ;
Day, NE ;
Ponder, BAJ ;
Easton, D .
GENETIC EPIDEMIOLOGY, 2001, 21 (01) :1-18
[3]   Screening for Colorectal Cancer US Preventive Services Task Force Recommendation Statement [J].
Bibbins-Domingo, Kirsten ;
Grossman, David C. ;
Curry, Susan J. ;
Davidson, Karina W. ;
Epling, John W., Jr. ;
Garcia, Francisco A. R. ;
Gillman, Matthew W. ;
Harper, Diane M. ;
Kemper, Alex R. ;
Krist, Alex H. ;
Kurth, Ann E. ;
Landefeld, C. Seth ;
Mangione, Carol M. ;
Owens, Douglas K. ;
Phillips, William R. ;
Phipps, Maureen G. ;
Pignone, Michael P. ;
Siu, Albert L. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 315 (23) :2564-2575
[4]   PROBABILITY FUNCTIONS ON COMPLEX PEDIGREES [J].
CANNINGS, C ;
THOMPSON, EA ;
SKOLNICK, MH .
ADVANCES IN APPLIED PROBABILITY, 1978, 10 (01) :26-61
[5]  
Curado M.P. E., 2007, Cancer Incidence in Five Continents, VIX
[6]   Breast Cancer Risk Prediction Using Clinical Models and 77 Independent Risk-Associated SNPs for Women Aged Under 50 Years: Australian Breast Cancer Family Registry [J].
Dite, Gillian S. ;
MacInnis, Robert J. ;
Bickerstaffe, Adrian ;
Dowty, James G. ;
Allman, Richard ;
Apicella, Carmel ;
Milne, Roger L. ;
Tsimiklis, Helen ;
Phillips, Kelly-Anne ;
Giles, Graham G. ;
Terry, Mary Beth ;
Southey, Melissa C. ;
Hopper, John L. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2016, 25 (02) :359-365
[7]   Cumulative impact of common genetic variants and other risk factors on colorectal cancer risk in 42 103 individuals [J].
Dunlop, Malcolm G. ;
Tenesa, Albert ;
Farrington, Susan M. ;
Ballereau, Stephane ;
Brewster, David H. ;
Koessler, Thibaud ;
Pharoah, Paul ;
Schafmayer, Clemens ;
Hampe, Jochen ;
Voelzke, Henry ;
Chang-Claude, Jenny ;
Hoffmeister, Michael ;
Brenner, Hermann ;
von Holst, Susanna ;
Picelli, Simone ;
Lindblom, Annika ;
Jenkins, Mark A. ;
Hopper, John L. ;
Casey, Graham ;
Duggan, David ;
Newcomb, Polly A. ;
Abuli, Anna ;
Bessa, Xavier ;
Ruiz-Ponte, Clara ;
Castellvi-Bel, Sergi ;
Niittymaeki, Iina ;
Tuupanen, Sari ;
Karhu, Auli ;
Aaltonen, Lauri ;
Zanke, Brent ;
Hudson, Tom ;
Gallinger, Steven ;
Barclay, Ella ;
Martin, Lynn ;
Gorman, Maggie ;
Carvajal-Carmona, Luis ;
Walther, Axel ;
Kerr, David ;
Lubbe, Steven ;
Broderick, Peter ;
Chandler, Ian ;
Pittman, Alan ;
Penegar, Steven ;
Campbell, Harry ;
Tomlinson, Ian ;
Houlston, Richard S. .
GUT, 2013, 62 (06) :871-881
[8]   Implications of polygenic risk for personalised colorectal cancer screening [J].
Frampton, M. J. E. ;
Law, P. ;
Litchfield, K. ;
Morris, E. J. ;
Kerr, D. ;
Turnbull, C. ;
Tomlinson, I. P. ;
Houlston, R. S. .
ANNALS OF ONCOLOGY, 2016, 27 (03) :429-434
[9]   Modeling the prevention of colorectal cancer from the combined impact of host and behavioral risk factors [J].
Frampton, Matthew ;
Houlston, Richard S. .
GENETICS IN MEDICINE, 2017, 19 (03) :314-321
[10]   FAMILIAL AGGREGATION OF A DISEASE CONSEQUENT UPON CORRELATION BETWEEN RELATIVES IN A RISK FACTOR MEASURED ON A CONTINUOUS SCALE [J].
HOPPER, JL ;
CARLIN, JB .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1992, 136 (09) :1138-1147