Prediction of Breast Cancer Risk Based on Profiling With Common Genetic Variants
University of Cambridge · Cancer Research UK · +64 more institutions
Abstract
Data for multiple common susceptibility alleles for breast cancer may be combined to identify women at different levels of breast cancer risk. Such stratification could guide preventive and screening strategies. However, empirical evidence for genetic risk stratification is lacking.
We investigated the value of using 77 breast cancer-associated single nucleotide polymorphisms (SNPs) for risk stratification, in a study of 33 673 breast cancer cases and 33 381 control women of European origin. We tested all possible pair-wise multiplicative interactions and constructed a 77-SNP polygenic risk score (PRS) for breast cancer overall and by estrogen receptor (ER) status. Absolute risks of breast cancer by PRS were derived from relative risk estimates and UK incidence and mortality rates.
Citation impact
- FWCI
- 48.56
- Percentile
- 100%
- References
- 31
Authors
212- NMNasim MavaddatCorresponding
University of Cambridge, Cancer Research UK
- PDPaul D.P. Pharoah
University of Cambridge, Cancer Research UK
- KMKyriaki Michailidou
University of Cambridge, Cancer Research UK
- JPJonathan P. Tyrer
University of Cambridge, Cancer Research UK
- MNMark N. Brook
Institute of Cancer Research, University of Cambridge, Cancer Research UK
Topics & keywords
- Breast cancer
- Profiling (computer programming)
- Oncology
- Computational biology
- Internal medicine
- Medicine
- Biology
- Cancer
- Gender equality
Funding
- UDU.S. Department of Health and Human Services
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- GOGovernment of CanadaAwards: 2009 4363, 70492, CA098758, P30 CA68485, DDHK 2009-4318, C490/A10124, 108253, UM1 CA164920, 01KW9976/8, RUL 1997-1505, CA54281, CA132839, C1287/A10710, BBMRI-NL CP16, 106332, U19 CA148065, 108419, 209057, DDHK 2004-3124, R01CA100374, 01KW9977/0, PSR-SIIRI-701, CA116201, 2007-3839, C1287/A10118, HEALTH-F2-2009-223175, CA128978, RUS08/017, 01KW0114, CRN-87521, 70-2892-BR I, 01KW9975/5, CA63464, 01KH0402, LVS39420
- CRCancer Research UKAwards: P30 CA68485, LVS39420, 223175, CA132839, 106332, CA098758, U19 CA148065, A7572, A11699, C22524, 70492, CA54281, 01KW9977/0, C1287/A10118, C1287/A12014, RUS08/017, CA63464, 108253, 01KW9975/5, RUL 1997-1505, 209057, C22524, C1287, A11699, C1287/A12014, 2007-3839, 01KW9976/8, C8620/A8372, CRN-87521, 70-2892-BR I, CA116201, 2009 4363, DDHK 2004-3124, C490/A10124, UM1 CA164920, CA128978, R01CA100374, 108419, 01KW0114, HEALTH-F2-2009-223175, 01KH0402, C1287/A10710, BBMRI-NL CP16, PSR-SIIRI-701, DDHK 2009-4318, C1287/A10118
- NINational Institute for Health and Care ResearchAwards: RUS08/017, PSR-SIIRI-701, 01KW9976/8, HEALTH-F2-2009-223175, DDHK 2009-4318, 108253, 209057, P30 CA68485, CA116201, CA128978, R01CA100374, 70-2892-BR I, U19 CA148065, C1287/A10118, 01KW9975/5, 106332, 108419, BBMRI-NL CP16, CA132839, 01KW9977/0, RUL 1997-1505, C1287/A10710, 70492, CA098758, UM1 CA164920, LVS39420, DDHK 2004-3124, 2009 4363, CRN-87521, 01KW0114, CA54281, 2007-3839, CA63464, 01KH0402, C490/A10124
- UOUniversity of Cambridge
- KCKing's College London
- ECEuropean CommissionAwards: BBMRI-NL CP16, RUL 1997-1505, 2009 4363, LVS39420, U19 CA148065, P30 CA68485, CA132839, C1287/A10118, CA098758, 01KW9977/0, C1287/A10710, R01CA100374, DDHK 2004-3124, 106332, 01KW9976/8, 2007-3839, DDHK 2009-4318, 01KW0114, CRN-87521, UM1 CA164920, 209057, 70-2892-BR I, CA63464, RUS08/017, C490/A10124, 108419, 70492, CA116201, PSR-SIIRI-701, 01KH0402, 01KW9975/5, 891009, CA128978, 288704, HEALTH-F2-2009-223175, 223175, CA54281, 108253
- NBNational Breast Cancer FoundationAwards: 01KW9975/5, LVS39420, 2009 4363, R01CA100374, HEALTH-F2-2009-223175, U19 CA148065, P30 CA68485, BBMRI-NL CP16, 70-2892-BR I, 108253, CA116201, RUS08/017, CA54281, CA128978, DDHK 2009-4318, DDHK 2004-3124, C1287/A10710, CA63464, 2007-3839, 01KW9977/0, 01KW9976/8, 108419, PSR-SIIRI-701, C490/A10124, CA132839, 106332, RUL 1997-1505, 70492, CA098758, 01KW0114, 01KH0402, CRN-87521, 209057, UM1 CA164920, C1287/A10118
- CICancer Institute NSWAwards: 01KH0402, 01KW0114, 70492, 108253, CA098758, CA54281, BBMRI-NL CP16, R01CA100374, 209057, 01KW9977/0, 70-2892-BR I, C1287/A10118, CA63464, 01KW9975/5, PSR-SIIRI-701, HEALTH-F2-2009-223175, DDHK 2004-3124, 2007-3839, RUL 1997-1505, C490/A10124, LVS39420, 01KW9976/8, CA128978, 106332, 108419, RUS08/017, DDHK 2009-4318, C1287/A10710, 2009 4363, CA116201, P30 CA68485, UM1 CA164920, CRN-87521, CA132839, U19 CA148065
- UOUniversity of Westminster
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- ULUniversiteit Leiden
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- RURadboud Universiteit
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- SLStockholms Läns Landsting
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- FDFondation de FranceAwards: 106332, BBMRI-NL CP16, 209057, RUS08/017, CA63464, 70492, 01KH0402, 2009 4363, P30 CA68485, HEALTH-F2-2009-223175, CA116201, 2007-3839, C490/A10124, 108419, 01KW0114, 70-2892-BR I, CA132839, CA098758, C1287/A10118, DDHK 2009-4318, 01KW9977/0, 01KW9976/8, 108253, U19 CA148065, CA54281, LVS39420, UM1 CA164920, DDHK 2004-3124, CA128978, 01KW9975/5, PSR-SIIRI-701, C1287/A10710, RUL 1997-1505, CRN-87521, R01CA100374
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- AIAssociazione Italiana per la Ricerca sul CancroAwards: HEALTH-F2-2009-223175, U19 CA148065, 2009 4363, 108253, CA63464, 108419, P30 CA68485, DDHK 2004-3124, C1287/A10118, CA116201, 01KW9975/5, RUL 1997-1505, RUS08/017, 01KW9977/0, 106332, C1287/A10710, 209057, 01KH0402, R01CA100374, 2007-3839, 01KW9976/8, UM1 CA164920, CA098758, CRN-87521, BBMRI-NL CP16, CA132839, CA54281, 01KW0114, CA128978, C490/A10124, PSR-SIIRI-701, LVS39420, 70492, DDHK 2009-4318, 70-2892-BR I
- LULeids Universitair Medisch Centrum
- UMUniversitair Medisch Centrum Groningen
- NFNorges ForskningsrådAwards: 155218/V40, 01KW0114, 209057, BBMRI-NL CP16, CA54281, 2007-3839, C1287/A10118, 01KW9975/5, 2009 4363, RUL 1997-1505, R01CA100374, 108419, 01KW9976/8, C1287/A10710, 175240/S10, CRN-87521, 106332, DDHK 2004-3124, CA116201, 108253, UM1 CA164920, C490/A10124, LVS39420, 01KH0402, PSR-SIIRI-701, U19 CA148065, CA132839, 155218, CA128978, 01KW9977/0, RUS08/017, HEALTH-F2-2009-223175, DDHK 2009-4318, P30 CA68485, CA098758, CA63464, 70492, 70-2892-BR I
- MHMedizinischen Hochschule HannoverAwards: 01KW0114, 2007-3839, 2009 4363, 106332, U19 CA148065, DDHK 2004-3124, 209057, 01KH0402, PSR-SIIRI-701, C1287/A10118, 01KW9976/8, 01KW9975/5, CA132839, CRN-87521, R01CA100374, CA098758, P30 CA68485, RUL 1997-1505, RUS08/017, C490/A10124, BBMRI-NL CP16, DDHK 2009-4318, CA63464, CA116201, 108253, CA54281, LVS39420, 70492, HEALTH-F2-2009-223175, 01KW9977/0, 70-2892-BR I, 108419, UM1 CA164920, C1287/A10710, CA128978
- DKDeutsche KrebshilfeAwards: C1287/A10710, CA63464, HEALTH-F2-2009-223175, CA132839, 2007-3839, 01KW0114, CA128978, DDHK 2004-3124, PSR-SIIRI-701, 106332, P30 CA68485, RUL 1997-1505, 108253, 70-2892-BR I, 106332, 108253, 108419, UM1 CA164920, 01KW9976/8, C490/A10124, DDHK 2009-4318, CA098758, 209057, 01KW9977/0, 108419, BBMRI-NL CP16, 01KH0402, CRN-87521, 01KW9975/5, CA116201, 2009 4363, C1287/A10118, 70492, CA54281, 70-2892-BR I, R01CA100374, LVS39420, U19 CA148065, RUS08/017
- OYOulun Yliopisto
- RURadboud Universitair Medisch Centrum
- INInstitut National Du CancerAwards: 2009 4363, C1287/A10710, CA128978, P30 CA68485, 106332, CA132839, U19 CA148065, 01KW9977/0, LVS39420, 01KW0114, 108419, 70492, 01KH0402, CA54281, DDHK 2004-3124, CA63464, 01KW9975/5, BBMRI-NL CP16, RUL 1997-1505, CA098758, 209057, HEALTH-F2-2009-223175, P30 CA016056, UM1 CA164920, CA116201, 108253, DDHK 2009-4318, C490/A10124, 70-2892-BR I, 01KW9976/8, C1287/A10118, 2007-3839, R01CA100374, CRN-87521, RUS08/017, PSR-SIIRI-701
- ANAgence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du TravailAwards: UM1 CA164920, CA54281, C1287/A10118, CA132839, CA098758, 108253, 108419, 01KW9975/5, P30 CA68485, C490/A10124, CA128978, 70492, CA116201, C1287/A10710, RUS08/017, 106332, 2007-3839, U19 CA148065, BBMRI-NL CP16, DDHK 2004-3124, 01KH0402, HEALTH-F2-2009-223175, CA63464, 01KW9977/0, RUL 1997-1505, 2009 4363, DDHK 2009-4318, CRN-87521, 70-2892-BR I, PSR-SIIRI-701, 209057, LVS39420, 01KW9976/8, R01CA100374, 01KW0114
- MDMinistero dello Sviluppo Economico
- NINational Institutes of HealthAwards: 1U19CA148537, CA68485, LVS39420, CA132839, 108253, DDHK 2009-4318, 01KW0114, 01KW9977/0, U19 CA148065, 1U19CA148065, 01KW9975/5, R01CA100374, 223175, P30 CA68485, R01 CA77398, R01CA47305, CA098758, 2007-3839, CA116201, RUL 1997-1505, 70-2892-BR I, R01CA69664, PSR-SIIRI-701, CA54281, CA016056, PO1 CA87969, 70492, C490/A10124, R01 CA092447, W81XWH, RUS08/017, 01KW9976/8, P30 CA016056, C1287/A10118, 01KH0402, BBMRI-NL CP16, 106332, CA87969, CA63464, 108419, C1287/A10710, 209057, HEALTH-F2-2009-223175, CRN-87521, CA128978, DDHK 2004-3124, UM1 CA164920, CA164920, 2009 4363
- CFCenters for Disease Control and Prevention
- UAU.S. ArmyAwards: DAMD17-01-1-0729, W81XWH
- CICanadian Institutes of Health ResearchAwards: C1287/A10710, 106332, DDHK 2004-3124, DDHK 2009-4318, CA63464, C1287/A10118, 209057, 01KW9977/0, 01KW9975/5, CA128978, 01KW0114, R01CA100374, RUL 1997-1505, UM1 CA164920, PSR-SIIRI-701, C490/A10124, 108253, 70-2892-BR I, 01KH0402, 108419, CA116201, 70492, 2009 4363, RUS08/017, CA132839, HEALTH-F2-2009-223175, 2007-3839, CA54281, 01KW9976/8, P30 CA68485, LVS39420, BBMRI-NL CP16, CRN-87521, U19 CA148065, CA098758, 223175
- MRMedical Research CouncilAwards: CRN-87521, CA128978, 70492, CA116201, R01CA100374, RUL 1997-1505, DDHK 2004-3124, RUS08/017, C1287/A10710, 01KH0402, BBMRI-NL CP16, MC_PC_14105, HEALTH-F2-2009-223175, UM1 CA164920, 01KW9975/5, 01KW9976/8, 01KW0114, 106332, CA63464, MR/K006215/1, 108419, 2009 4363, 70-2892-BR I, 108253, U19 CA148065, 2007-3839, CA54281, CA098758, C490/A10124, C1287/A10118, CA132839, 209057, LVS39420, PSR-SIIRI-701, 01KW9977/0, P30 CA68485, DDHK 2009-4318
- NHNational Health and Medical Research CouncilAwards: 251553, 454508, 199600, 145684, 209057, 209057, 251553, 504711, 288704, 504711
- CCCancer Council VictoriaAwards: CA132839, DDHK 2004-3124, P30 CA68485, 106332, UM1 CA164920, C1287/A10118, PSR-SIIRI-701, 209057, 108419, 108253, U19 CA148065, HEALTH-F2-2009-223175, CA098758, 2007-3839, CA54281, CA116201, 01KH0402, R01CA100374, 70-2892-BR I, 01KW9976/8, 01KW0114, CRN-87521, DDHK 2009-4318, C490/A10124, 2009 4363, RUS08/017, CA63464, RUL 1997-1505, BBMRI-NL CP16, 01KW9977/0, 01KW9975/5, C1287/A10710, 70492, LVS39420, CA128978
- CCCancer Council Tasmania
- NCNational Cancer InstituteAwards: CA016056, R01 CA77398, CA63464, 70-2892-BR I, 01KW9976/8, 106332, C1287/A10710, PSR-SIIRI-701, CA116201, RUS08/017, HEALTH-F2-2009-223175, BBMRI-NL CP16, DDHK 2009-4318, 01KW9975/5, R01CA69664, CA098758, R01CA100374, CA148065, 108253, RUL 1997-1505, CA68485, CA128978, 2009 4363, 108419, R01 CA092447, 209057, CA164920, R01 CA47147, 01KH0402, CRN-87521, 01KW9977/0, 2007-3839, 01KW0114, C1287/A10118, CA54281, DAMD17-01-1-0729, DDHK 2004-3124, CA87969, UM1 CA164920, CA77398, U19 CA148065, C490/A10124, P30 CA68485, P30 CA016056, CA132839, 70492, LVS39420
- MRMedical Research and Materiel CommandAward: DAMD17-01-1-0729
- DODivision of Cancer Epidemiology and Genetics, National Cancer InstituteAwards: P30 CA68485, UM1 CA164920, R01 CA77398