Abstract
Background & Aims: Early-onset colorectal cancer (CRC, in persons younger than 50 years old) is increasing in incidence; yet, in the absence of a family history of CRC, this population lacks harmonized recommendations for prevention. We aimed to determine whether a polygenic risk score (PRS) developed from 95 CRC-associated common genetic risk variants was associated with risk for early-onset CRC. Methods: We studied risk for CRC associated with a weighted PRS in 12,197 participants younger than 50 years old vs 95,865 participants 50 years or older. PRS was calculated based on single nucleotide polymorphisms associated with CRC in a large-scale genome-wide association study as of January 2019. Participants were pooled from 3 large consortia that provided clinical and genotyping data: the Colon Cancer Family Registry, the Colorectal Transdisciplinary Study, and the Genetics and Epidemiology of Colorectal Cancer Consortium and were all of genetically defined European descent. Findings were replicated in an independent cohort of 72,573 participants. Results: Overall associations with CRC per standard deviation of PRS were significant for early-onset cancer, and were stronger compared with late-onset cancer (P for interaction = .01); when we compared the highest PRS quartile with the lowest, risk increased 3.7-fold for early-onset CRC (95% CI 3.28–4.24) vs 2.9-fold for late-onset CRC (95% CI 2.80–3.04). This association was strongest for participants without a first-degree family history of CRC (P for interaction = 5.61 × 10–5). When we compared the highest with the lowest quartiles in this group, risk increased 4.3-fold for early-onset CRC (95% CI 3.61–5.01) vs 2.9-fold for late-onset CRC (95% CI 2.70–3.00). Sensitivity analyses were consistent with these findings. Conclusions: In an analysis of associations with CRC per standard deviation of PRS, we found the cumulative burden of CRC-associated common genetic variants to associate with early-onset cancer, and to be more strongly associated with early-onset than late-onset cancer, particularly in the absence of CRC family history. Analyses of PRS, along with environmental and lifestyle risk factors, might identify younger individuals who would benefit from preventive measures.
Original language | English (US) |
---|---|
Pages (from-to) | 1274-1286.e12 |
Journal | Gastroenterology |
Volume | 158 |
Issue number | 5 |
DOIs | |
State | Published - Apr 2020 |
Externally published | Yes |
Keywords
- Colon Cancer
- EOCRC
- Penetrance
- SNP
ASJC Scopus subject areas
- Hepatology
- Gastroenterology
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In: Gastroenterology, Vol. 158, No. 5, 04.2020, p. 1274-1286.e12.
Research output: Contribution to journal › Article › peer-review
}
TY - JOUR
T1 - Cumulative Burden of Colorectal Cancer–Associated Genetic Variants Is More Strongly Associated With Early-Onset vs Late-Onset Cancer
AU - Archambault, Alexi N.
AU - Su, Yu Ru
AU - Jeon, Jihyoun
AU - Thomas, Minta
AU - Lin, Yi
AU - Conti, David V.
AU - Win, Aung Ko
AU - Sakoda, Lori C.
AU - Lansdorp-Vogelaar, Iris
AU - Peterse, Elisabeth F.P.
AU - Zauber, Ann G.
AU - Duggan, David
AU - Holowatyj, Andreana N.
AU - Huyghe, Jeroen R.
AU - Brenner, Hermann
AU - Cotterchio, Michelle
AU - Bézieau, Stéphane
AU - Schmit, Stephanie L.
AU - Edlund, Christopher K.
AU - Southey, Melissa C.
AU - MacInnis, Robert J.
AU - Campbell, Peter T.
AU - Chang-Claude, Jenny
AU - Slattery, Martha L.
AU - Chan, Andrew T.
AU - Joshi, Amit D.
AU - Song, Mingyang
AU - Cao, Yin
AU - Woods, Michael O.
AU - White, Emily
AU - Weinstein, Stephanie J.
AU - Ulrich, Cornelia M.
AU - Hoffmeister, Michael
AU - Bien, Stephanie A.
AU - Harrison, Tabitha A.
AU - Hampe, Jochen
AU - Li, Christopher I.
AU - Schafmayer, Clemens
AU - Offit, Kenneth
AU - Pharoah, Paul D.
AU - Moreno, Victor
AU - Lindblom, Annika
AU - Wolk, Alicja
AU - Wu, Anna H.
AU - Li, Li
AU - Gunter, Marc J.
AU - Gsur, Andrea
AU - Keku, Temitope O.
AU - Pearlman, Rachel
AU - Bishop, D. Timothy
AU - Castellví-Bel, Sergi
AU - Moreira, Leticia
AU - Vodicka, Pavel
AU - Kampman, Ellen
AU - Giles, Graham G.
AU - Albanes, Demetrius
AU - Baron, John A.
AU - Berndt, Sonja I.
AU - Brezina, Stefanie
AU - Buch, Stephan
AU - Buchanan, Daniel D.
AU - Trichopoulou, Antonia
AU - Severi, Gianluca
AU - Chirlaque, María Dolores
AU - Sánchez, Maria José
AU - Palli, Domenico
AU - Kühn, Tilman
AU - Murphy, Neil
AU - Cross, Amanda J.
AU - Burnett-Hartman, Andrea N.
AU - Chanock, Stephen J.
AU - de la Chapelle, Albert
AU - Easton, Douglas F.
AU - Elliott, Faye
AU - English, Dallas R.
AU - Feskens, Edith J.M.
AU - FitzGerald, Liesel M.
AU - Goodman, Phyllis J.
AU - Hopper, John L.
AU - Hudson, Thomas J.
AU - Hunter, David J.
AU - Jacobs, Eric J.
AU - Joshu, Corinne E.
AU - Küry, Sébastien
AU - Markowitz, Sanford D.
AU - Milne, Roger L.
AU - Platz, Elizabeth A.
AU - Rennert, Gad
AU - Rennert, Hedy S.
AU - Schumacher, Fredrick R.
AU - Sandler, Robert S.
AU - Seminara, Daniela
AU - Tangen, Catherine M.
AU - Thibodeau, Stephen N.
AU - Toland, Amanda E.
AU - van Duijnhoven, Franzel J.B.
AU - Visvanathan, Kala
AU - Vodickova, Ludmila
AU - Potter, John D.
AU - Männistö, Satu
AU - Weigl, Korbinian
AU - Figueiredo, Jane
AU - Martín, Vicente
AU - Larsson, Susanna C.
AU - Parfrey, Patrick S.
AU - Huang, Wen Yi
AU - Lenz, Heinz Josef
AU - Castelao, Jose E.
AU - Gago-Dominguez, Manuela
AU - Muñoz-Garzón, Victor
AU - Mancao, Christoph
AU - Haiman, Christopher A.
AU - Wilkens, Lynne R.
AU - Siegel, Erin
AU - Barry, Elizabeth
AU - Younghusband, Ban
AU - Van Guelpen, Bethany
AU - Harlid, Sophia
AU - Zeleniuch-Jacquotte, Anne
AU - Liang, Peter S.
AU - Du, Mengmeng
AU - Casey, Graham
AU - Lindor, Noralane M.
AU - Le Marchand, Loic
AU - Gallinger, Steven J.
AU - Jenkins, Mark A.
AU - Newcomb, Polly A.
AU - Gruber, Stephen B.
AU - Schoen, Robert E.
AU - Hampel, Heather
AU - Corley, Douglas A.
AU - Hsu, Li
AU - Peters, Ulrike
AU - Hayes, Richard B.
N1 - Funding Information: NSHDS: Swedish Research Council; Swedish Cancer Society; Cutting-Edge Research Grant and other grants from the County Council of Västerbotten, Sweden; Wallenberg Centre for Molecular Medicine at Umeå University; Lion’s Cancer Research Foundation at Umeå University; the Cancer Research Foundation in Northern Sweden; and the Faculty of Medicine, Umeå University, Umeå, Sweden. Funding Information: MCCS cohort recruitment was funded by VicHealth and Cancer Council Victoria. The MCCS was further supported by Australian NHMRC grants 509348, 209057, 251553 and 504711 and by infrastructure provided by Cancer Council Victoria. Cases and their vital status were ascertained through the Victorian Cancer Registry (VCR) and the Australian Institute of Health and Welfare (AIHW), including the National Death Index and the Australian Cancer Database. Funding Information: COLON: The COLON study is sponsored by Wereld Kanker Onderzoek Fonds, including funds from grant 2014/1179 as part of the World Cancer Research Fund International Regular Grant Programme, by Alpe d’Huzes and the Dutch Cancer Society (UM 2012–5653, UW 2013-5927, UW2015-7946), and by TRANSCAN (JTC2012-MetaboCCC, JTC2013-FOCUS). The NQplus study is sponsored by a ZonMW investment grant (98-10030); by PREVIEW, the project PREVention of diabetes through lifestyle intervention and population studies in Europe and around the World (PREVIEW) project which received funding from the European Union Seventh Framework Programme (FP7/2007–2013) under grant no. 312057; by funds from TI Food and Nutrition (cardiovascular health theme), a public–private partnership on pre-competitive research in food and nutrition; and by FOODBALL, the Food Biomarker Alliance, a project from JPI Healthy Diet for a Healthy Life. Funding Information: CORSA: This study was funded by FFG BRIDGE (grant 829675, to Andrea Gsur), the “Herzfelder'sche Familienstiftung” (grant to Andrea Gsur) and was supported by COST Actions BM1206 and CA17118. Funding Information: MECC: This work was supported by the NIH, U.S. Department of Health and Human Services (R01 CA81488 to SBG and GR). Funding Information: PLCO: Intramural Research Program of the Division of Cancer Epidemiology and Genetics and supported by contracts from the Division of Cancer Prevention, National Cancer Institute, NIH, DHHS. Funding was provided by NIH, Genes, Environment and Health Initiative (GEI) Z01 CP 010200, NIH U01 HG004446, and NIH GEI U01 HG 004438. Funding Information: Harvard cohorts (HPFS, NHS, PHS): HPFS is supported by the NIH (P01 CA055075, UM1 CA167552, U01 CA167552, R01 CA137178, R01 CA151993, R35 CA197735, K07 CA190673, and P50 CA127003), NHS by the NIH (R01 CA137178, P01 CA087969, UM1 CA186107, R01 CA151993, R35 CA197735, K07 CA190673, and P50 CA127003) and PHS by the NIH (R01 CA042182). Funding Information: Swedish Mammography Cohort and Cohort of Swedish Men: This work is supported by the Swedish Research Council /Infrastructure grant, the Swedish Cancer Foundation, and the Karolinska Institutés Distinguished Professor Award to Alicja Wolk. Funding Information: EPIC: The coordination of EPIC is financially supported by the European Commission (DG-SANCO) and the International Agency for Research on Cancer. The national cohorts are supported by Danish Cancer Society (Denmark); Ligue Contre le Cancer, Institut Gustave Roussy, Mutuelle Générale de l’Education Nationale, Institut National de la Santé et de la Recherche Médicale (INSERM) (France); German Cancer Aid, German Cancer Research Center (DKFZ), Federal Ministry of Education and Research (BMBF), Deutsche Krebshilfe, Deutsches Krebsforschungszentrum and Federal Ministry of Education and Research (Germany); the Hellenic Health Foundation (Greece); Associazione Italiana per la Ricerca sul Cancro-AIRC-Italy and National Research Council (Italy); Dutch Ministry of Public Health, Welfare and Sports (VWS), Netherlands Cancer Registry (NKR), LK Research Funds, Dutch Prevention Funds, Dutch ZON (Zorg Onderzoek Nederland), World Cancer Research Fund (WCRF), Statistics Netherlands (The Netherlands); ERC-2009-AdG 232997 and Nordforsk, Nordic Centre of Excellence programme on Food, Nutrition and Health (Norway); Health Research Fund (FIS), PI13/00061 to Granada, PI13/01162 to EPIC-Murcia, Regional Governments of Andalucía, Asturias, Basque Country, Murcia and Navarra, ISCIII RETIC (RD06/0020) (Spain); Swedish Cancer Society, Swedish Research Council and County Councils of Skåne and Västerbotten (Sweden); Cancer Research UK (14136 to EPIC-Norfolk; C570/A16491 and C8221/A19170 to EPIC-Oxford), Medical Research Council (1000143 to EPIC-Norfolk, MR/M012190/1 to EPIC-Oxford) (United Kingdom). Funding Information: DACHS: This work was supported by the German Research Council (BR 1704/6-1, BR 1704/6-3, BR 1704/6-4, CH 117/1-1, HO 5117/2-1, HE 5998/2-1, KL 2354/3-1, RO 2270/8-1 and BR 1704/17-1), the Interdisciplinary Research Program of the National Center for Tumor Diseases (NCT), Germany, and the German Federal Ministry of Education and Research (01KH0404, 01ER0814, 01ER0815, 01ER1505A and 01ER1505B). Funding Information: Kentucky: This work was supported by the following grant support: 1) Clinical Investigator Award from Damon Runyon Cancer Research Foundation (CI-8) and 2) NCI R01CA136726; and, we would like to acknowledge the staff at the Kentucky Cancer Registry Funding Information: NFCCR: This work was supported by an Interdisciplinary Health Research Team award from the Canadian Institutes of Health Research (CRT 43821); the NIH, US Department of Health and Human Serivces (U01 CA74783); and National Cancer Institute of Canada grants (18223 and 18226). The authors wish to acknowledge the contribution of Alexandre Belisle and the genotyping team of the McGill University and Génome Québec Innovation Centre, Montréal, Canada, for genotyping the Sequenom panel in the NFCCR samples. Funding was provided to Michael O. Woods by the Canadian Cancer Society Research Institute. Funding Information: Funding This study was supported by National Cancer Institute, National Institutes of Health Grants R03-CA215775?01A1, R01-CA206279?03. Funding Information: EDRN: This work is funded and supported by the NCI, EDRN Grant (U01 CA 84968-06). Funding Information: WHI: The WHI program is funded by the National Heart, Lung, and Blood Institute, NIH, U.S. Department of Health and Human Services through contracts HHSN268201100046C, HHSN268201100001C, HHSN268201100002C, HHSN268201100003C, HHSN268201100004C, and HHSN271201100004C. Funding Information: CRCGEN: Colorectal Cancer Genetics & Genomics, Spanish study was supported by Instituto de Salud Carlos III, co-funded by FEDER funds –a way to build Europe– (grants PI14-613 and PI09-1286), Agency for Management of University and Research Grants (AGAUR) of the Catalan Government (grant 2017SGR723), and Junta de Castilla y León (grant LE22A10-2). Sample collection of this work was supported by the Xarxa de Bancs de Tumors de Catalunya sponsored by Pla Director d’Oncología de Catalunya (XBTC), Plataforma Biobancos PT13/0010/0013 and ICOBIOBANC, sponsored by the Catalan Institute of Oncology. Funding Information: OFCCR: NIH, through funding allocated to the Ontario Registry for Studies of Familial Colorectal Cancer (U01 CA074783); see CCFR section above. Additional funding toward genetic analyses of OFCCR includes the Ontario Research Fund, the Canadian Institutes of Health Research, and the Ontario Institute for Cancer Research, through generous support from the Ontario Ministry of Research and Innovation. Funding Information: Funding This study was supported by National Cancer Institute , National Institutes of Health Grants R03-CA215775–01A1 , R01-CA206279–03 . Funding Information: RPGEH: Data used in this study were provided by the Kaiser Permanente Research Bank (KPRB) from the KPRB collection, which includes the Kaiser Permanente RPGEH and the Genetic Epidemiology Research on Adult Health and Aging (GERA) data, funded by the NIH [RC2 AG036607 (Schaefer and Risch)], The Ellison Medical Foundation, and the Kaiser Permanente Community Benefits Program. Access to data used in this study may be obtained by application to the KPRB via ResearchBankAccess@kp.org . Funding Information: NCCCS I & II: We acknowledge funding support for this project from the NIH, R01 CA66635 and P30 DK034987. Funding Information: Czech Republic CCS: This work was supported by the Grant Agency of the Czech Republic (grants CZ GA CR: GAP304/10/1286 and 1585) and by the Grant Agency of the Ministry of Health of the Czech Republic (grants AZV 15-27580A and AZV 17-30920A). Funding Information: EPICOLON: This work was supported by grants from Fondo de Investigación Sanitaria/FEDER (PI08/0024, PI08/1276, PS09/02368, P111/00219, PI11/00681, PI14/00173, PI14/00230, PI17/00509, 17/00878, Acción Transversal de Cáncer), Xunta de Galicia (PGIDIT07PXIB9101209PR), Ministerio de Economia y Competitividad (SAF07-64873, SAF 2010-19273, SAF2014-54453R), Fundación Científica de la Asociación Española contra el Cáncer (GCB13131592CAST), Beca Grupo de Trabajo “Oncología” AEG (Asociación Española de Gastroenterología), Fundación Privada Olga Torres, FP7 CHIBCHA Consortium, Agència de Gestió d’Ajuts Universitaris i de Recerca (AGAUR, Generalitat de Catalunya, 2014SGR135, 2014SGR255, 2017SGR21, 2017SGR653), Catalan Tumour Bank Network (Pla Director d’Oncologia, Generalitat de Catalunya), PERIS (SLT002/16/00398, Generalitat de Catalunya), CERCA Programme (Generalitat de Catalunya) and COST Action BM1206. CIBERehd is funded by the Instituto de Salud Carlos III. Funding Information: Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO): National Cancer Institute, NIH, U.S. Department of Health and Human Services (U01 CA164930, R01 CA201407). This research was funded in part through the NIH/NCI Cancer Center Support Grant P30 CA015704. Funding Information: ESTHER/VERDI. This work was supported by grants from the Baden-Württemberg Ministry of Science, Research and Arts and the German Cancer Aid. Funding Information: The Swedish Low-risk Colorectal Cancer Study: The study was supported by grants from the Swedish research council; K2015-55X-22674-01-4, K2008-55X-20157-03-3, K2006-72X-20157-01-2 and the Stockholm County Council (ALF project). Funding Information: LCCS: The Leeds Colorectal Cancer Study was funded by the Food Standards Agency and Cancer Research UK Programme Award (C588/A19167). Funding Information: Kiel: This work was supported by institutional funds from the Medical Faculties of the Christian-Albrechts University Kiel and the Technical University Dresden. Funding Information: Colorectal Cancer Transdisciplinary (CORECT) Study: The CORECT Study was supported by NCI/NIH, US Department of Health and Human Services (grant numbers U19 CA148107, R01 CA81488, P30 CA014089, R01 CA197350,; P01 CA196569; R01 CA201407) and National Institutes of Environmental Health Sciences, NIH (grant number T32 ES013678). Funding Information: MSKCC: The work at Sloan Kettering in New York was supported by the Robert and Kate Niehaus Center for Inherited Cancer Genomics and the Romeo Milio Foundation. Moffitt: This work was supported by funding from the NIH (grant numbers R01 CA189184, P30 CA076292), Florida Department of Health Bankhead-Coley Grant 09BN-13, and the University of South Florida Oehler Foundation. Moffitt contributions were supported in part by the Total Cancer Care Initiative, Collaborative Data Services Core, and Tissue Core at the H. Lee Moffitt Cancer Center & Research Institute, a National Cancer Institute-designated Comprehensive Cancer Center (grant number P30 CA076292). Publisher Copyright: © 2020 AGA Institute
PY - 2020/4
Y1 - 2020/4
N2 - Background & Aims: Early-onset colorectal cancer (CRC, in persons younger than 50 years old) is increasing in incidence; yet, in the absence of a family history of CRC, this population lacks harmonized recommendations for prevention. We aimed to determine whether a polygenic risk score (PRS) developed from 95 CRC-associated common genetic risk variants was associated with risk for early-onset CRC. Methods: We studied risk for CRC associated with a weighted PRS in 12,197 participants younger than 50 years old vs 95,865 participants 50 years or older. PRS was calculated based on single nucleotide polymorphisms associated with CRC in a large-scale genome-wide association study as of January 2019. Participants were pooled from 3 large consortia that provided clinical and genotyping data: the Colon Cancer Family Registry, the Colorectal Transdisciplinary Study, and the Genetics and Epidemiology of Colorectal Cancer Consortium and were all of genetically defined European descent. Findings were replicated in an independent cohort of 72,573 participants. Results: Overall associations with CRC per standard deviation of PRS were significant for early-onset cancer, and were stronger compared with late-onset cancer (P for interaction = .01); when we compared the highest PRS quartile with the lowest, risk increased 3.7-fold for early-onset CRC (95% CI 3.28–4.24) vs 2.9-fold for late-onset CRC (95% CI 2.80–3.04). This association was strongest for participants without a first-degree family history of CRC (P for interaction = 5.61 × 10–5). When we compared the highest with the lowest quartiles in this group, risk increased 4.3-fold for early-onset CRC (95% CI 3.61–5.01) vs 2.9-fold for late-onset CRC (95% CI 2.70–3.00). Sensitivity analyses were consistent with these findings. Conclusions: In an analysis of associations with CRC per standard deviation of PRS, we found the cumulative burden of CRC-associated common genetic variants to associate with early-onset cancer, and to be more strongly associated with early-onset than late-onset cancer, particularly in the absence of CRC family history. Analyses of PRS, along with environmental and lifestyle risk factors, might identify younger individuals who would benefit from preventive measures.
AB - Background & Aims: Early-onset colorectal cancer (CRC, in persons younger than 50 years old) is increasing in incidence; yet, in the absence of a family history of CRC, this population lacks harmonized recommendations for prevention. We aimed to determine whether a polygenic risk score (PRS) developed from 95 CRC-associated common genetic risk variants was associated with risk for early-onset CRC. Methods: We studied risk for CRC associated with a weighted PRS in 12,197 participants younger than 50 years old vs 95,865 participants 50 years or older. PRS was calculated based on single nucleotide polymorphisms associated with CRC in a large-scale genome-wide association study as of January 2019. Participants were pooled from 3 large consortia that provided clinical and genotyping data: the Colon Cancer Family Registry, the Colorectal Transdisciplinary Study, and the Genetics and Epidemiology of Colorectal Cancer Consortium and were all of genetically defined European descent. Findings were replicated in an independent cohort of 72,573 participants. Results: Overall associations with CRC per standard deviation of PRS were significant for early-onset cancer, and were stronger compared with late-onset cancer (P for interaction = .01); when we compared the highest PRS quartile with the lowest, risk increased 3.7-fold for early-onset CRC (95% CI 3.28–4.24) vs 2.9-fold for late-onset CRC (95% CI 2.80–3.04). This association was strongest for participants without a first-degree family history of CRC (P for interaction = 5.61 × 10–5). When we compared the highest with the lowest quartiles in this group, risk increased 4.3-fold for early-onset CRC (95% CI 3.61–5.01) vs 2.9-fold for late-onset CRC (95% CI 2.70–3.00). Sensitivity analyses were consistent with these findings. Conclusions: In an analysis of associations with CRC per standard deviation of PRS, we found the cumulative burden of CRC-associated common genetic variants to associate with early-onset cancer, and to be more strongly associated with early-onset than late-onset cancer, particularly in the absence of CRC family history. Analyses of PRS, along with environmental and lifestyle risk factors, might identify younger individuals who would benefit from preventive measures.
KW - Colon Cancer
KW - EOCRC
KW - Penetrance
KW - SNP
UR - http://www.scopus.com/inward/record.url?scp=85081984635&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85081984635&partnerID=8YFLogxK
U2 - 10.1053/j.gastro.2019.12.012
DO - 10.1053/j.gastro.2019.12.012
M3 - Article
C2 - 31866242
AN - SCOPUS:85081984635
SN - 0016-5085
VL - 158
SP - 1274-1286.e12
JO - Gastroenterology
JF - Gastroenterology
IS - 5
ER -