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Evaluating Polygenic Risk Scores for Breast Cancer in Women of African Ancestry

Authors :
Joe Dennis
Beatrice Wiafe-Addai
Nicholas Mancuso
Cari M. Kitahara
David V. Conti
Qin Wang
Andrew F. Olshan
Katherine L. Nathanson
Lara E. Sucheston-Campbell
Jonine D. Figueroa
Manjeet K. Bolla
William J. Blot
Song Yao
Thomas U. Ahearn
Dezheng Huo
Michael F. Press
Julie R. Palmer
Jorge L Rodriguez-Gil
Oladosu Ojengbe
Sandra L. Deming
Sarah J. Nyante
Stephen J. Chanock
Joel Yarney
Douglas F. Easton
Jack A. Taylor
Wei Zheng
Dale P. Sandler
Regina G. Ziegler
Christine B. Ambrosone
Gary Zirpoli
Melissa A. Troester
Anselm Hennis
Olufunmilayo I. Olopade
Jeannette T. Bensen
Babatunde Adedokun
Christopher A. Haiman
Paul D.P. Pharoah
Leslie Bernstein
Barbara Nemesure
Elisa V. Bandera
Stephen A. Haddad
Baffour Awuah
Clarice R. Weinberg
Kyriaki Michailidou
Guimin Gao
Stefan Ambs
Sue A. Ingles
Montserrat Garcia-Closas
Edward A. Ruiz-Narváez
Zhaohui Du
Temidayo O. Ogundiran
Jennifer J. Hu
Kathryn L. Lunetta
Alison M. Dunning
Parichoy PalChoudhury
Esther M. John
Source :
Journal of the National Cancer Institute. 113(9)
Publication Year :
2020

Abstract

Background Polygenic risk scores (PRSs) have been demonstrated to identify women of European, Asian, and Latino ancestry at elevated risk of developing breast cancer (BC). We evaluated the performance of existing PRSs trained in European ancestry populations among women of African ancestry. Methods We assembled genotype data for women of African ancestry, including 9241 case subjects and 10 193 control subjects. We evaluated associations of 179- and 313-variant PRSs with overall and subtype-specific BC risk. PRS discriminatory accuracy was assessed using area under the receiver operating characteristic curve. We also evaluated a recalibrated PRS, replacing the index variant with variants in each region that better captured risk in women of African ancestry and estimated lifetime absolute risk of BC in African Americans by PRS category. Results For overall BC, the odds ratio per SD of the 313-variant PRS (PRS313) was 1.27 (95% confidence interval [CI] = 1.23 to 1.31), with an area under the receiver operating characteristic curve of 0.571 (95% CI = 0.562 to 0.579). Compared with women with average risk (40th-60th PRS percentile), women in the top decile of PRS313 had a 1.54-fold increased risk (95% CI = 1.38-fold to 1.72-fold). By age 85 years, the absolute risk of overall BC was 19.6% for African American women in the top 1% of PRS313 and 6.7% for those in the lowest 1%. The recalibrated PRS did not improve BC risk prediction. Conclusion The PRSs stratify BC risk in women of African ancestry, with attenuated performance compared with that reported in European, Asian, and Latina populations. Future work is needed to improve BC risk stratification for women of African ancestry.

Details

ISSN :
14602105
Volume :
113
Issue :
9
Database :
OpenAIRE
Journal :
Journal of the National Cancer Institute
Accession number :
edsair.doi.dedup.....744a5ddc8310e2b553b69c81047eee26