Evaluation of European-based polygenic risk score for breast cancer in Ashkenazi Jewish women in Israel.
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Abstract
BACKGROUND: Polygenic risk score (PRS), calculated based on genome-wide association studies (GWASs), can improve breast cancer (BC) risk assessment. To date, most BC GWASs have been performed in individuals of European (EUR) ancestry, and the generalisation of EUR-based PRS to other populations is a major challenge. In this study, we examined the performance of EUR-based BC PRS models in Ashkenazi Jewish (AJ) women. METHODS: We generated PRSs based on data on EUR women from the Breast Cancer Association Consortium (BCAC). We tested the performance of the PRSs in a cohort of 2161 AJ women from Israel (1437 cases and 724 controls) from BCAC (BCAC cohort from Israel (BCAC-IL)). In addition, we tested the performance of these EUR-based BC PRSs, as well as the established 313-SNP EUR BC PRS, in an independent cohort of 181 AJ women from Hadassah Medical Center (HMC) in Israel. RESULTS: In the BCAC-IL cohort, the highest OR per 1 SD was 1.56 (±0.09). The OR for AJ women at the top 10% of the PRS distribution compared with the middle quintile was 2.10 (±0.24). In the HMC cohort, the OR per 1 SD of the EUR-based PRS that performed best in the BCAC-IL cohort was 1.58±0.27. The OR per 1 SD of the commonly used 313-SNP BC PRS was 1.64 (±0.28). CONCLUSIONS: Extant EUR GWAS data can be used for generating PRSs that identify AJ women with markedly elevated risk of BC and therefore hold promise for improving BC risk assessment in AJ women.
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Peer reviewed: True
Funder: Statistics Netherlands
Funder: Lower Saxonian Cancer Society
Funder: Lise Boserup Fund
Funder: Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft; FundRef: http://dx.doi.org/10.13039/100018027
Funder: Komen Foundation
Funder: Claudia von Schilling Foundation for Breast Cancer Research
Funder: Ligue Contre le Cancer; FundRef: http://dx.doi.org/10.13039/501100004099
Funder: Sigrid Juselius Foundation
Funder: Kuopion Yliopistollinen Sairaala; FundRef: http://dx.doi.org/10.13039/501100004092
Funder: Sheffield Experimental Cancer Medicine Centre
Funder: Stockholm läns landsting; FundRef: http://dx.doi.org/10.13039/501100011727
Funder: Department of Health and Human Services (USA)
Funder: Stichting Tegen Kanker; FundRef: http://dx.doi.org/10.13039/501100005026
Funder: David F. and Margaret T. Grohne Family Foundation; FundRef: http://dx.doi.org/10.13039/100009769
Funder: Sundhed og Sygdom, Det Frie Forskningsråd; FundRef: http://dx.doi.org/10.13039/100008392
Funder: Stavros Niarchos Foundation
Funder: Institute of the Ruhr University Bochum
Funder: Institute of Cancer Research; FundRef: http://dx.doi.org/10.13039/501100000027
Funder: Fondation du cancer du sein du Québec; FundRef: http://dx.doi.org/10.13039/100016328
Funder: Institut National de la Santé et de la Recherche Médicale; FundRef: http://dx.doi.org/10.13039/501100001677
Funder: Institute for Prevention and Occupational Medicine
Funder: K.G. Jebsen Centre for Breast Cancer Research
Funder: Research Centre for Genetic Engineering and Biotechnology
Funder: Robert and Kate Niehaus Clinical Cancer Genetics Initiative
Funder: Rudolf Bartling Foundation
Funder: Karolinska Institutet; FundRef: http://dx.doi.org/10.13039/501100004047
Funder: Robert Bosch Stiftung; FundRef: http://dx.doi.org/10.13039/501100001646
Funder: Intramural Research Funds of the National Cancer Institute (USA)
Funder: Intramural Research Program of the Division of Cancer Epidemiology and Genetics
Funder: Centre International de Recherche sur le Cancer; FundRef: http://dx.doi.org/10.13039/100008700
Funder: Queensland Cancer Fund
Funder: Red Temática de Investigación Cooperativa en Cáncer
Funder: Intramural Research Program of the National Institutes of Health
Funder: National Health Service (UK)
Funder: Ministerie van Volksgezondheid, Welzijn en Sport; FundRef: http://dx.doi.org/10.13039/501100002999
Funder: Märit and Hans Rausings Initiative Against Breast Cancer
Funder: Associazione Italiana per la Ricerca sul Cancro; FundRef: http://dx.doi.org/10.13039/501100005010
Funder: Fundación Científica Asociación Española Contra el Cáncer; FundRef: http://dx.doi.org/10.13039/501100002704
Funder: Agence Nationale de la Recherche; FundRef: http://dx.doi.org/10.13039/501100001665
Funder: Dutch Prevention Funds,
Funder: Agence Nationale de Sécurité Sanitaire de l'Alimentation, de l'Environnement et du Travail
Funder: American Cancer Society; FundRef: http://dx.doi.org/10.13039/100000048
Funder: Dutch Zorg Onderzoek
Funder: Alexander von Humboldt-Stiftung; FundRef: http://dx.doi.org/10.13039/100005156
Funder: Ministerio de Economia y Competitividad (Spain)
Funder: Against Breast Cancer; FundRef: http://dx.doi.org/10.13039/100013129
Funder: Mutuelle Générale de l’Education Nationale
Funder: Dietmar-Hopp Foundation,
Funder: Division of Cancer Prevention, National Cancer Institute; FundRef: http://dx.doi.org/10.13039/100007316
Funder: World Cancer Research Fund; FundRef: http://dx.doi.org/10.13039/501100000321
Funder: Genome Québec
Funder: National Cancer Research Network
Funder: Berta Kamprad Foundation FBKS
Funder: Biomedical Research Centre at Guy’s and St Thomas
Funder: Genome Canada; FundRef: http://dx.doi.org/10.13039/100008762
Funder: Friends of Hannover Medical School
Funder: Breast Cancer Research Foundation; FundRef: http://dx.doi.org/10.13039/100001006
Funder: Breast Cancer Now
Funder: UK National Institute for Health Research Biomedical Research Centre
Funder: University of Crete; FundRef: http://dx.doi.org/10.13039/501100004429
Funder: National Breast Cancer Foundation (Finland)
Funder: European Regional Development Fund; FundRef: http://dx.doi.org/10.13039/501100008530
Funder: National Breast Cancer Foundation (Australia)
Funder: Directorate-General XII, Science, Research, and Development; FundRef: http://dx.doi.org/10.13039/501100012517
Funder: Baden Württemberg Ministry of Science, Research and Arts
Funder: VicHealth; FundRef: http://dx.doi.org/10.13039/501100001231
Funder: Victorian Breast Cancer Research Consortium.
Funder: Finnish Cancer Foundation
Funder: Fomento de la Investigación Clínica Independiente
Funder: the Cancer Biology Research Center (CBRC), Djerassi Oncology Center
Funder: Tel Aviv University Center for AI and Data Science
Funder: University of Oulu
Funder: National Breast Cancer Foundation (JS)
Funder: Safra Center for Bioinformatics
Funder: Fondation de France, Institut National du Cancer
Funder: University of Utah; FundRef: http://dx.doi.org/10.13039/100007747
Funder: National Cancer Center Research and Development Fund (Japan)
Funder: Oak Foundation; FundRef: http://dx.doi.org/10.13039/100001275
Funder: New South Wales Cancer Council
Funder: North Carolina University Cancer Research Fund
Funder: Kreftforeningen; FundRef: http://dx.doi.org/10.13039/100008730
Funder: Northern California Breast Cancer Family Registry
Funder: Institut Gustave Roussy
Funder: Huntsman Cancer Institute, University of Utah; FundRef: http://dx.doi.org/10.13039/100010638
Funder: Ovarian Cancer Research Fund; FundRef: http://dx.doi.org/10.13039/100001282
Funder: NIHR Oxford Biomedical Research Centre; FundRef: http://dx.doi.org/10.13039/501100013373
Funder: Hellenic Health Foundation; FundRef: http://dx.doi.org/10.13039/501100018706
Funder: Oulun Yliopistollinen Sairaala; FundRef: http://dx.doi.org/10.13039/501100018949
Funder: Helmholtz Society
Funder: Herlev and Gentofte Hospital
Funder: PSRSIIRI-701
Funder: Helsinki University Hospital Research Fund
Funder: Cancer Council Victoria; FundRef: http://dx.doi.org/10.13039/501100000951
Funder: National Research Council (Italy)
Funder: Cancer Council Tasmania; FundRef: http://dx.doi.org/10.13039/501100001169
Funder: Cancer Council Western Australia; FundRef: http://dx.doi.org/10.13039/501100001170
Funder: Hamburger Krebsgesellschaft; FundRef: http://dx.doi.org/10.13039/100018515
Funder: Gustav V Jubilee foundation
Funder: National Program of Cancer Registries
Funder: Cancer Council South Australia; FundRef: http://dx.doi.org/10.13039/501100000950
Funder: Cancer Council NSW; FundRef: http://dx.doi.org/10.13039/501100001102
Funder: Guy's & St. Thomas' NHS Foundation Trust
Funder: Cancer Institute NSW; FundRef: http://dx.doi.org/10.13039/501100001171
Funder: Cancer Foundation of Western Australia
Funder: Netherlands Cancer Registry (NKR),
Funder: Cancer Fund of North Savo
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1468-6244
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National Cancer Institute (U19CA148537)
European Commission (223175)
National Cancer Institute (R01CA128978)
National Cancer Institute (U19CA148065)
European Commission Horizon 2020 (H2020) Societal Challenges (634935)
European Commission Horizon 2020 (H2020) Societal Challenges (633784)
Wellcome Trust Ltd (203477/Z/16/Z)
Cancer Research UK (10710)
Cancer Research UK (16563)
Cancer Research UK (12014)
Cancer Research UK (10118)
National Cancer Institute (P30CA023100)
Cancer Research Uk (None)
Cancer Research Uk (None)
Cancer Research Uk (None)
Cancer Research Uk (None)
Cancer Research UK (16565)
Cancer Research UK (SEBINT-20100002)
Canadian Institutes of Health Research

