The predictive ability of the 313 variant–based polygenic risk score for contralateral breast cancer risk prediction in women of European ancestry with a heterozygous BRCA1 or BRCA2 pathogenic variant

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dc.contributor.author Lakeman, Inge M.M.
dc.contributor.author Van den Broek, Alexandra J.
dc.contributor.author Vos, Julien A.M.
dc.contributor.author Barnes, Daniel R.
dc.contributor.author Adlard, Julian
dc.contributor.author Andrulis, Irene L.
dc.contributor.author Arason, Adalgeir
dc.contributor.author Arnold, Norbert
dc.contributor.author Arun, Banu K.
dc.contributor.author Balmana, Judith
dc.contributor.author Barrowdale, Daniel
dc.contributor.author Benitez, Javier
dc.contributor.author Borg, Ake
dc.contributor.author Caldes, Trinidad
dc.contributor.author Caligo, Maria A.
dc.contributor.author Chung, Wendy K.
dc.contributor.author Claes, Kathleen B.M.
dc.contributor.author GEMO Study Collaborators
dc.contributor.author EMBRACE Collaborators
dc.contributor.author Collee, J. Margriet
dc.contributor.author Couch, Fergus J.
dc.contributor.author Daly, Mary B.
dc.contributor.author Dennis, Joe
dc.contributor.author Dhawan, Mallika
dc.contributor.author Domchek, Susan M.
dc.contributor.author Eeles, Ros
dc.contributor.author Engel, Christoph
dc.contributor.author Evans, D. Gareth
dc.contributor.author Feliubadalo, Lidia
dc.contributor.author Foretova, Lenka
dc.contributor.author Friedman, Eitan
dc.contributor.author Frost, Debra
dc.contributor.author Ganz, Patricia A.
dc.contributor.author Garber, Judy
dc.contributor.author Gayther, Simon A.
dc.contributor.author Gerdes, Anne-Marie
dc.contributor.author Godwin, Andrew K.
dc.contributor.author Goldgar, David E.
dc.contributor.author Hahnen, Eric
dc.contributor.author Hake, Christopher R.
dc.contributor.author Hamann, Ute
dc.contributor.author Hogervorst, Frans B.L.
dc.contributor.author Hooning, Maartje J.
dc.contributor.author Hopper, John L.
dc.contributor.author Hulick, Peter J.
dc.contributor.author Imyanitov, Evgeny N.
dc.contributor.author OCGN Investigators
dc.contributor.author HEBON Investigators
dc.contributor.author KconFab Investigators
dc.contributor.author Isaacs, Claudine
dc.contributor.author Izatt, Louise
dc.contributor.author Jakubowska, Anna
dc.contributor.author James, Paul A.
dc.contributor.author Janavicius, Ramunas
dc.contributor.author Jensen, Uffe Birk
dc.contributor.author Jiao, Yue
dc.contributor.author John, Esther M.
dc.contributor.author Joseph, Vijai
dc.contributor.author Karlan, Beth Y.
dc.contributor.author Kets, Carolien M.
dc.contributor.author Konstantopoulou, Irene
dc.contributor.author Kwong, Ava
dc.contributor.author Legrand, Clementine
dc.contributor.author Leslie, Goska
dc.contributor.author Lesueur, Fabienne
dc.contributor.author Loud, Jennifer T.
dc.contributor.author Lubinski, Jan
dc.contributor.author Manoukian, Siranoush
dc.contributor.author McGuffog, Lesley
dc.contributor.author Miller, Austin
dc.contributor.author Gomes, Denise Molina
dc.contributor.author Montagna, Marco
dc.contributor.author Mouret-Fourme, Emmanuelle
dc.contributor.author Nathanson, Katherine L.
dc.contributor.author Neuhausen, Susan L.
dc.contributor.author Nevanlinna, Heli
dc.contributor.author Yuen Yie, Joanne Ngeow
dc.contributor.author Olah, Edith
dc.contributor.author Olopade, Olufunmilayo I.
dc.contributor.author Park, Sue K.
dc.contributor.author Parsons, Michael T.
dc.contributor.author Peterlongo, Paolo
dc.contributor.author Piedmonte, Marion
dc.contributor.author Radice, Paolo
dc.contributor.author Rantala, Johanna
dc.contributor.author Rennert, Gad
dc.contributor.author Risch, Harvey A.
dc.contributor.author Schmutzler, Rita K.
dc.contributor.author Sharma, Priyanka
dc.contributor.author Simard, Jacques
dc.contributor.author Singer, Christian F.
dc.contributor.author Stadler, Zsofia
dc.contributor.author Stoppa-Lyonnet, Dominique
dc.contributor.author Sutter, Christian
dc.contributor.author Tan, Yen Yen
dc.contributor.author Teixeira, Manuel R.
dc.contributor.author Teo, Soo Hwang
dc.contributor.author Teule, Alex
dc.contributor.author Thomassen, Mads
dc.contributor.author Thull, Darcy L.
dc.contributor.author Tischkowitz, Marc
dc.contributor.author Toland, Amanda E.
dc.contributor.author Tung, Nadine
dc.contributor.author Janse van Rensburg, Elizabeth
dc.date.accessioned 2023-02-02T13:13:07Z
dc.date.available 2023-02-02T13:13:07Z
dc.date.issued 2021-06-10
dc.description.abstract PURPOSE : To evaluate the association between a previously published 313 variant–based breast cancer (BC) polygenic risk score (PRS313) and contralateral breast cancer (CBC) risk, in BRCA1 and BRCA2 pathogenic variant heterozygotes. METHODS : We included women of European ancestry with a prevalent first primary invasive BC (BRCA1 = 6,591 with 1,402 prevalent CBC cases; BRCA2 = 4,208 with 647 prevalent CBC cases) from the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA), a large international retrospective series. Cox regression analysis was performed to assess the association between overall and ER-specific PRS313 and CBC risk. RESULTS : For BRCA1 heterozygotes the estrogen receptor (ER)-negative PRS313 showed the largest association with CBC risk, hazard ratio (HR) per SD = 1.12, 95% confidence interval (CI) (1.06–1.18), C-index = 0.53; for BRCA2 heterozygotes, this was the ER-positive PRS313, HR= 1.15, 95% CI (1.07–1.25), C-index = 0.57. Adjusting for family history, age at diagnosis, treatment, or pathological characteristics for the first BC did not change association effect sizes. For women developing first BC < age 40 years, the cumulative PRS313 5th and 95th percentile 10-year CBC risks were 22% and 32% for BRCA1 and 13% and 23% for BRCA2 heterozygotes, respectively. CONCLUSION : The PRS313 can be used to refine individual CBC risks for BRCA1/2 heterozygotes of European ancestry, however the PRS313 needs to be considered in the context of a multifactorial risk model to evaluate whether it might influence clinical decisionmaking. en_US
dc.description.department Genetics en_US
dc.description.librarian am2023 en_US
dc.description.sponsorship This work was supported by the Alpe d’HuZes/Dutch Cancer Society (KWF Kankerbestrijding) project 6253 and Dutch Cancer Society (KWF Kankerbestrijding) project UL2014-7473. CIMBA: The CIMBA data management and data analysis were supported by Cancer Research–UK grants C12292/A20861, C12292/A11174. G.C.T. and A.B.S. are NHMRC Research Fellows. iCOGS: the European Community’s Seventh Framework Programme under grant agreement number 223175 (HEALTH-F2-2009- 223175) (COGS), Cancer Research UK (C1287/A10118, C1287/A 10710, C12292/ A11174, C1281/A12014, C5047/A8384, C5047/A15007, C5047/A10692, C8197/ A16565), the National Institutes of Health (CA128978) and Post-Cancer GWAS initiative (1U19 CA148537, 1U19 CA148065 and 1U19 CA148112–the GAME-ON initiative), the Department of Defence (W81XWH-10-1-0341), the Canadian Institutes of Health Research (CIHR) for the CIHR Team in Familial Risks of Breast Cancer (CRN- 87521), and the Ministry of Economic Development, Innovation and Export Trade (PSR-SIIRI-701), Komen Foundation for the Cure, the Breast Cancer Research Foundation, and the Ovarian Cancer Research Fund. OncoArray: the PERSPECTIVE and PERSPECTIVE I&I projects funded by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research, the Ministère de l’Économie, de la Science et de l’Innovation du Québec through Genome Québec, and the Quebec Breast Cancer Foundation; the NCI Genetic Associations and Mechanisms in Oncology (GAME-ON) initiative and Discovery, Biology and Risk of Inherited Variants in Breast Cancer (DRIVE) project (NIH grants U19 CA148065 and X01HG007492); and Cancer Research UK (C1287/A10118 and C1287/A16563). BCFR: UM1 CA164920 from the National Cancer Institute. The content of this paper does not necessarily reflect the views or policies of the National Cancer Institute or any of the collaborating centers in the Breast Cancer Family Registry (BCFR), nor does mention of trade names, commercial products, or organizations imply endorsement by the US Government or the BCFR. BFBOCC: Lithuania (BFBOCC-LT): Research Council of Lithuania grant SEN-18/2015. BIDMC: Breast Cancer Research Foundation. BMBSA: Cancer Association of South Africa (PI Elizabeth J. van Rensburg). BRI-COH: S. L.N. is partially supported by the Morris and Horowitz Families Professorship. CNIO: Spanish Ministry of Health PI16/00440 supported by FEDER funds, the Spanish Ministry of Economy and Competitiveness (MINECO) SAF2014-57680-R and the Spanish Research Network on Rare diseases (CIBERER). COH-CCGCRN: Research reported in this publication was supported by the National Cancer Institute of the National Institutes of Health under grant number R25CA112486, and RC4CA153828 (PI: J. Weitzel) from the National Cancer Institute and the Office of the Director, National Institutes of Health. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. CONSIT TEAM: Associazione Italiana Ricerca sul Cancro (AIRC; IG2015 number 16732) to P. Peterlongo. DEMOKRITOS: European Union (European Social Fund–ESF) and Greek national funds through the Operational Program “Education and Lifelong Learning” of the National Strategic Reference Framework (NSRF)–Research Funding Program of the General Secretariat for Research & Technology: SYN11_10_19 NBCA. Investing in knowledge society through the European Social Fund. DFKZ: German Cancer Research Center. EMBRACE: Cancer Research UK Grants C1287/A10118 and C1287/A11990. D.G.E. and F.L. are supported by an NIHR grant to the Biomedical Research Centre, Manchester. The Investigators at The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust are supported by an NIHR grant to the Biomedical Research Centre at The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust. R.E. and E.B. are supported by Cancer Research UK Grant C5047/A8385. R.E. is also supported by NIHR support to the Biomedical Research Centre at The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust. FCCC: A.K.G. was in part funded by the NCI (R01 CA214545), The University of Kansas Cancer Center Support Grant (P30 CA168524), The Kansas Institute for Precision Medicine (P20 GM130423), and the Kansas Bioscience Authority Eminent Scholar Program. A.K.G. is the Chancellors Distinguished Chair in Biomedical Sciences Professorship. FPGMX: A. Vega is supported by the Spanish Health Research Foundation, Instituto de Salud Carlos III (ISCIII), partially supported by FEDER funds through Research Activity Intensification Program (contract grant numbers: INT15/ 00070, INT16/00154, INT17/00133), and through Centro de Investigación Biomédica en Red de Enferemdades Raras CIBERER (ACCI 2016: ER17P1AC7112/2018); Autonomous Government of Galicia (Consolidation and structuring program: IN607B), and by the Fundación Mutua Madrileña. The German Consortium for Hereditary Breast and Ovarian Cancer (GC-HBOC) is funded by the German Cancer Aid (110837, 70111850, coordinator: Rita K. Schmutzler, Cologne) and the Ministry for Innovation, Science and Research of the State of North Rhine-Westphalia (#323- 8.0302.16.02-132142). GEMO: initially funded by the French National Institute of Cancer (INCa, PHRC Ile de France, grant AOR 01 082, 2001-2003, grant 2013-1-BCB-01- ICH-1), the Association “Le cancer du sein, parlons-en!” Award (2004), the Association for International Cancer Research (2008-2010), and the Foundation ARC pour la recherche sur le cancer (grant PJA 20151203365). It also received support from the Canadian Institute of Health Research for the “CIHR Team in Familial Risks of Breast Cancer” program (2008–2013), and the European commission FP7, Project «Collaborative Ovarian, breast and prostate Gene-environment Study (COGS), Large-scale integrating project» (2009–2013). GEMO is currently supported by the INCa grant SHS-E-SP 18-015. GEORGETOWN: The Survey, Recruitment, and Biospecimen Collection Shared Resource at Georgetown University (NIH/NCI grant P30- CA051008), the Fisher Center for Hereditary Cancer and Clinical Genomics Research, and the Nina Hyde Center for Breast Cancer Research. G-FAST: Bruce Poppe is a senior clinical investigator of FWO. Mattias Van Heetvelde obtained funding from IWT. HCSC: Spanish Ministry of Health PI15/00059, PI16/01292, and CB-161200301 CIBERONC from ISCIII (Spain), partially supported by European Regional Development FEDER funds. HEBCS: Helsinki University Hospital Research Fund, the Finnish Cancer Society and the Sigrid Juselius Foundation. The HEBON study is supported by the Dutch Cancer Society grants NKI1998-1854, NKI2004-3088, NKI2007-3756, the Netherlands Organisation of Scientific Research grant NWO 91109024, the Pink Ribbon grants 110005 and 2014-187.WO76, the BBMRI grant NWO 184.021.007/CP46 and the Transcan grant JTC 2012 Cancer 12-054. HRBCP: Hong Kong Sanatorium and Hospital, Dr Ellen Li Charitable Foundation, The Kerry Group Kuok Foundation, National Institute of Health1R 03CA130065, and North California Cancer Center. HUNBOCS: Hungarian Research Grants KTIA-OTKA CK-80745, NKFI_OTKA K-112228 and TUDFO/51757/2019-ITM. ICO: Contract grant sponsor: Supported by the Carlos III National Health Institute funded by FEDER funds–a way to build Europe–(PI16/00563, PI19/00553 and CIBERONC); the Government of Catalonia (Pla estratègic de recerca i innovació en salut (PERIS) Project MedPerCan, 2017SGR1282 and 2017SGR496); and CERCA program.IHCC: supported by grant PBZ_KBN_122/P05/2004 and the program of the Minister of Science and Higher Education under the name “Regional Initiative of Excellence” in 2019–2022 project number 002/RID/2018/19 amount of financing 12 000 000 PLN. ILUH: Icelandic Association “Walking for Breast Cancer Research” and by the Landspitali University Hospital Research Fund. INHERIT: Canadian Institutes of Health Research for the “CIHR Team in Familial Risks of Breast Cancer” program–grant CRN-87521 and the Ministry of Economic Development, Innovation and Export Trade–grant # PSR-SIIRI-701. IOVHBOCS: Ministero della Salute and “5×1000” Istituto Oncologico Veneto grant. IPOBCS: Liga Portuguesa Contra o Cancro. kConFab: The National Breast Cancer Foundation, and previously by the National Health and Medical Research Council (NHMRC), the Queensland Cancer Fund, the Cancer Councils of New South Wales, Victoria, Tasmania and South Australia, and the Cancer Foundation of Western Australia. KOHBRA: the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), and the National R&D Program for Cancer Control, Ministry of Health & Welfare, Republic of Korea (HI16C1127; 1020350; 1420190). KUMC: NIGMS P20 GM130423 (to A.K.G.). MAYO: NIH grants CA116167, CA192393 and CA176785, an NCI Specialized Program of Research Excellence (SPORE) in Breast Cancer (CA116201), and a grant from the Breast Cancer Research Foundation. MCGILL: Jewish General Hospital Weekend to End Breast Cancer, Quebec Ministry of Economic Development, Innovation and Export Trade. Marc Tischkowitz is supported by the funded by the European Union Seventh Framework Program (2007Y2013)/European Research Council (Grant No. 310018). MODSQUAD: MH CZ–DRO (MMCI, 00209805) and LM2018125, MEYS–NPS I–LO1413 to LF, and by Charles University in Prague project UNCE204024 (MZ). MSKCC: the Breast Cancer Research Foundation, the Robert and Kate Niehaus Clinical Cancer Genetics Initiative, the Andrew Sabin Research Fund and a Cancer Center Support Grant/Core Grant (P30 CA008748). NAROD: 1R01 CA149429-01. NCI: the Intramural Research Program of the US National Cancer Institute, NIH, and by support services contracts NO2-CP-11019-50, N02-CP-21013-63 and N02-CP-65504 with Westat, Inc, Rockville, MD. NICCC: Clalit Health Services in Israel, the Israel Cancer Association and the Breast Cancer Research Foundation (BCRF), NY. NNPIO: the Russian Foundation for Basic Research (grants 17-00-00171, 18-515-45012 and 19-515-25001). NRG Oncology: U10 CA180868, NRG SDMC grant U10 CA180822, NRG Administrative Office and the NRG Tissue Bank (CA 27469), the NRG Statistical and Data Center (CA 37517) and the Intramural Research Program, NCI. OSUCCG: Ohio State University Comprehensive Cancer Center. PBCS: supported by the “Fondazione Pisa per la Scienza, project nr. 127/2016. Maria A Caligo was supported by the grant: “n. 127/16 Caratterizzazione delle varianti missenso nei geni BRCA1/2 per la valutazione del rischio di tumore al seno” by Fondazione Pisa, Pisa, Italy; SEABASS: Ministry of Science, Technology and Innovation, Ministry of Higher Education (UM.C/HlR/MOHE/ 06) and Cancer Research Initiatives Foundation. SMC: the Israeli Cancer Association. SWE-BRCA: the Swedish Cancer Society. UCHICAGO: NCI Specialized Program of Research Excellence (SPORE) in Breast Cancer (CA125183), R01 CA142996, 1U01CA161032 and by the Ralph and Marion Falk Medical Research Trust, the Entertainment Industry Fund National Women’s Cancer Research Alliance and the Breast Cancer research Foundation. O.I.O. is an ACS Clinical Research Professor. UCLA: Jonsson Comprehensive Cancer Center Foundation; Breast Cancer Research Foundation. UCSF: UCSF Cancer Risk Program and Helen Diller Family Comprehensive Cancer Center. UKFOCR: Cancer Research h UK. UPENN: Breast Cancer Research Foundation; Susan G. Komen Foundation for the cure, Basser Research Center for BRCA. UPITT/MWH: Hackers for Hope Pittsburgh. VFCTG: Victorian Cancer Agency, Cancer Australia, National Breast Cancer Foundation. WCP: B.Y.K. is funded by the American Cancer Society Early Detection Professorship (SIOP-06-258-01-COUN) and the National Center for Advancing Translational Sciences (NCATS), grant UL1TR000124. en_US
dc.description.uri https://www.gimjournal.org/ en_US
dc.identifier.citation Lakeman, I.M.M., Van den Broek, A.J., Vos, J.A.M. et al. 2021, 'The predictive ability of the 313 variant–based polygenic risk score for contralateral breast cancer risk prediction in women of European ancestry with a heterozygous BRCA1 or BRCA2 pathogenic variant', Genetics in Medicine, vol. 23, pp. 1726-1737, doi : 10.1038/s41436-021-01198-7. en_US
dc.identifier.issn 1098-3600 (print)
dc.identifier.issn 1530-0366 (online)
dc.identifier.other 10.1038/s41436-021-01198-7
dc.identifier.uri https://repository.up.ac.za/handle/2263/89110
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.rights © The Author(s) 2021. This article is licensed under a Creative Commons Attribution 4.0 International License. en_US
dc.subject Women en_US
dc.subject Breast cancer en_US
dc.subject Polygenic risk score (PRS313) en_US
dc.subject Contralateral breast cancer (CBC) en_US
dc.subject BRCA1 en_US
dc.subject BRCA2 en_US
dc.title The predictive ability of the 313 variant–based polygenic risk score for contralateral breast cancer risk prediction in women of European ancestry with a heterozygous BRCA1 or BRCA2 pathogenic variant en_US
dc.type Article en_US


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