Evaluation of European-based polygenic risk score for breast cancer in Ashkenazi Jewish women in Israel

Author:

Levi Hagai,Carmi Shai,Rosset Saharon,Yerushalmi Rinat,Zick Aviad,Yablonski-Peretz Tamar,Wang Qin,Bolla Manjeet K,Dennis Joe,Michailidou KyriakiORCID,Lush Michael,Ahearn Thomas,Andrulis Irene L,Anton-Culver Hoda,Antoniou Antonis CORCID,Arndt Volker,Augustinsson Annelie,Auvinen Päivi,Beane Freeman Laura,Beckmann Matthias,Behrens Sabine,Bermisheva Marina,Bodelon Clara,Bogdanova Natalia V,Bojesen Stig E,Brenner Hermann,Byers Helen,Camp Nicola,Castelao Jose,Chang-Claude Jenny,Chirlaque María-Dolores,Chung Wendy,Clarke Christine,Collee Margriet J,Colonna Sarah,Couch Fergus,Cox Angela,Cross Simon S,Czene Kamila,Daly Mary,Devilee PeterORCID,Dork Thilo,Dossus Laure,Eccles Diana MORCID,Eliassen A. Heather,Eriksson Mikael,Evans Gareth,Fasching Peter,Fletcher Olivia,Flyger Henrik,Fritschi Lin,Gabrielson Marike,Gago-Dominguez Manuela,García-Closas Montserrat,Garcia-Saenz Jose Angel,Genkinger Jeanine,Giles Graham G,Goldberg Mark,Guénel Pascal,Hall Per,Hamann Ute,He Wei,Hillemanns Peter,Hollestelle Antoinette,Hoppe Reiner,Hopper John,Jakovchevska Simona,Jakubowska Anna,Jernström Helena,John Esther,Johnson Nichola,Jones Michael,Vijai Joseph,Kaaks Rudolf,Khusnutdinova Elza,Kitahara Cari,Koutros Stella,Kristensen Vessela,Kurian Allison W,Lacey James,Lambrechts Diether,Le Marchand Loic,Lejbkowicz Flavio,Lindblom Annika,Loibl Sibylle,Lori Adriana,Lubinski Jan,Mannermaa Arto,Manoochehri Mehdi,Mavroudis Dimitrios,Menon Usha,Mulligan AnnaMarie,Murphy Rachel,Nevelsteen Ines,Newman William GORCID,Obi Nadia,O'Brien Katie,Offit Ken,Olshan Andrew,Plaseska-Karanfilska Dijana,Olson Janet,Panico Salvatore,Park-Simon Tjoung-Won,Patel Alpa,Peterlongo Paolo,Rack Brigitte,Radice PaoloORCID,Rennert Gad,Rhenius Valerie,Romero Atocha,Saloustros Emmanouil,Sandler Dale,Schmidt Marjanka K,Schwentner Lukas,Shah Mitul,Sharma Priyanka,Simard Jacques,Southey Melissa,Stone Jennifer,Tapper William J,Taylor Jack,Teras Lauren,Toland Amanda E,Troester Melissa,Truong Thérèse,van der Kolk Lizet E,Weinberg Clarice,Wendt Camilla,Yang Xiaohong Rose,Zheng Wei,Ziogas Argyrios,Dunning Alison M,Pharoah Paul,Easton Douglas F,Ben-Sachar Shay,Elefant Naama,Shamir Ron,Elkon RanORCID, , , ,

Abstract

BackgroundPolygenic 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.MethodsWe 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.ResultsIn 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).ConclusionsExtant 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.

Funder

Consellería de Industria Programa Sectorial de Investigación Aplicada

Statistics Netherlands

South Eastern Norway Health Authority

Lower Saxonian Cancer Society

Lise Boserup Fund

Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft

Lon V. Smith Foundation

Scottish Funding Council

Komen Foundation

Claudia von Schilling Foundation for Breast Cancer Research

Russian Foundation for Basic Research

Ligue Contre le Cancer

Sigrid Juselius Foundation

Kuopion Yliopistollinen Sairaala

Sheffield Experimental Cancer Medicine Centre

Stockholm läns landsting

Department of Health and Human Services

Department of Defence

Stichting Tegen Kanker

David F. and Margaret T. Grohne Family Foundation

Sundhed og Sygdom, Det Frie Forskningsråd

Stavros Niarchos Foundation

Post-Cancer GWAS initiative

Institute of the Ruhr University Bochum

Instituto de Salud Carlos III

Institute of Cancer Research

Public Health Institute

Fondation du cancer du sein du Québec

Institut National de la Santé et de la Recherche Médicale

Pink Ribbon

Cancer Research UK

Institute for Prevention and Occupational Medicine

K.G. Jebsen Centre for Breast Cancer Research

Research Centre for Genetic Engineering and Biotechnology

Center of Excellence

Robert and Kate Niehaus Clinical Cancer Genetics Initiative

Rudolf Bartling Foundation

Center for Disease Control and Prevention

Karolinska Institutet

Norges Forskningsråd

Robert Bosch Stiftung

Intramural Research Funds of the National Cancer Institute

Regional Governments of Andalucía, Asturias, Basque Country, Murcia and Navarra, ISCIII RETIC

Intramural Research Program of the Division of Cancer Epidemiology and Genetics

Centre International de Recherche sur le Cancer

Queensland Cancer Fund

Red Temática de Investigación Cooperativa en Cáncer

Intramural Research Program of the National Institutes of Health

National Health Service

Ministerie van Volksgezondheid, Welzijn en Sport

National cancer institute

KWF Kankerbestrijding

Märit and Hans Rausings Initiative Against Breast Cancer

Associazione Italiana per la Ricerca sul Cancro

Fundación Científica Asociación Española Contra el Cáncer

ERC advanced grant

Australian National Health and Medical Research Council

Agence Nationale de la Recherche

Dutch Prevention Funds,

Agence Nationale de Sécurité Sanitaire de l'Alimentation, de l'Environnement et du Travail

American Cancer Society

Dutch Zorg Onderzoek

Alexander von Humboldt-Stiftung

Ministerio de Economia y Competitividad

Ministère du Développement Économique, de l’Innovation et de l’Exportation

Susan G. Komen for the Cure

Minister of Science and Higher Education

Medical Research Council UK

Ministry of Science and Higher Education of the Russian Federation

Ministry of Science and Higher Education

Against Breast Cancer

Mutuelle Générale de l’Education Nationale

Academy of Finland

Deutsche Krebshilfe e.V.

Dietmar-Hopp Foundation,

Division of Cancer Prevention, National Cancer Institute

Deutsche Krebshilfe

World Cancer Research Fund

Genome Québec

National Cancer Institute’s Surveillance, Epidemiology and End Results Program

Breast Cancer Campaign

National Cancer Research Network

Berta Kamprad Foundation FBKS

Wellcome Trust

Bert von Kantzows foundation

Biomedical Research Centre at Guy’s and St Thomas

Genome Canada

Freistaat Sachsen

Biobanking and Biomolecular Resources Research Infrastructure

Friends of Hannover Medical School

Breast Cancer Research Foundation

California Department of Public Health

Government of Russian Federation

Deutsche Forschungsgemeinschaft

National Institute for Health and Care Research

National Health and Medical Research Council

German Federal Ministry of Research and Education

National Institute of Environmental Health Sciences

Breast Cancer Now

Seventh Framework Programme

Transcan

Centrum för idrottsforskning

UK National Institute for Health Research Biomedical Research Centre

University of Crete

National Breast Cancer Foundation

European Regional Development Fund

United States Army Medical Research and Materiel Command

EU Horizon 2020 Research and Innovation Programme

Directorate-General XII, Science, Research, and Development

Baden Württemberg Ministry of Science, Research and Arts

VicHealth

Fondo de Investigación Sanitario

Victorian Breast Cancer Research Consortium.

Finnish Cancer Foundation

University of Southern California San Francisco

Fomento de la Investigación Clínica Independiente

the Cancer Biology Research Center (CBRC), Djerassi Oncology Center

Bundesministerium für Bildung und Forschung

Cancerfonden

Tel Aviv University Center for AI and Data Science

University of Oulu

Safra Center for Bioinformatics

Fondation de France, Institut National du Cancer

Israeli Science Foundation

University of Utah

National Cancer Center Research and Development Fund

Chief Scientist Office, Scottish Government Health and Social Care Directorate

Oak Foundation

Health Research Fund

Ontario Familial Breast Cancer Registry

New South Wales Cancer Council

North Carolina University Cancer Research Fund

Kreftforeningen

Northern California Breast Cancer Family Registry

Institut Gustave Roussy

Huntsman Cancer Institute, University of Utah

Ovarian Cancer Research Fund

NIHR Oxford Biomedical Research Centre

Hellenic Health Foundation

Oulun Yliopistollinen Sairaala

Helmholtz Society

Herlev and Gentofte Hospital

PSRSIIRI-701

Helsinki University Hospital Research Fund

Cancer Council Victoria

National Research Council

Cancer Council Tasmania

Cancer Council Western Australia

Hamburger Krebsgesellschaft

Gustav V Jubilee foundation

National Program of Cancer Registries

Canadian Cancer Society

Cancer Council South Australia

Canadian Institutes of Health Research

Cancer Council NSW

Guy's & St. Thomas' NHS Foundation Trust

Netherlands Organisation of Scientific Research

Cancer Institute NSW

National Institutes of Health

National Research Foundation of Korea

Syöpäsäätiö

Cancer Foundation of Western Australia

Netherlands Cancer Registry (NKR),

Cancer Fund of North Savo

Publisher

BMJ

Subject

Genetics (clinical),Genetics

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