Literature DB >> 32386537

Predictive Utility of Polygenic Risk Scores for Coronary Heart Disease in Three Major Racial and Ethnic Groups.

Ozan Dikilitas1, Daniel J Schaid2, Matthew L Kosel2, Robert J Carroll3, Christopher G Chute4, Joshua A Denny3, Alex Fedotov5, QiPing Feng6, Hakon Hakonarson7, Gail P Jarvik8, Ming Ta Michael Lee9, Jennifer A Pacheco10, Robb Rowley11, Patrick M Sleiman7, C Michael Stein6, Amy C Sturm9, Wei-Qi Wei3, Georgia L Wiesner12, Marc S Williams9, Yanfei Zhang9, Teri A Manolio11, Iftikhar J Kullo13.   

Abstract

Because polygenic risk scores (PRSs) for coronary heart disease (CHD) are derived from mainly European ancestry (EA) cohorts, their validity in African ancestry (AA) and Hispanic ethnicity (HE) individuals is unclear. We investigated associations of "restricted" and genome-wide PRSs with CHD in three major racial and ethnic groups in the U.S. The eMERGE cohort (mean age 48 ± 14 years, 58% female) included 45,645 EA, 7,597 AA, and 2,493 HE individuals. We assessed two restricted PRSs (PRSTikkanen and PRSTada; 28 and 50 variants, respectively) and two genome-wide PRSs (PRSmetaGRS and PRSLDPred; 1.7 M and 6.6 M variants, respectively) derived from EA cohorts. Over a median follow-up of 11.1 years, 2,652 incident CHD events occurred. Hazard and odds ratios for the association of PRSs with CHD were similar in EA and HE cohorts but lower in AA cohorts. Genome-wide PRSs were more strongly associated with CHD than restricted PRSs were. PRSmetaGRS, the best performing PRS, was associated with CHD in all three cohorts; hazard ratios (95% CI) per 1 SD increase were 1.53 (1.46-1.60), 1.53 (1.23-1.90), and 1.27 (1.13-1.43) for incident CHD in EA, HE, and AA individuals, respectively. The hazard ratios were comparable in the EA and HE cohorts (pinteraction = 0.77) but were significantly attenuated in AA individuals (pinteraction= 2.9 × 10-3). These results highlight the potential clinical utility of PRSs for CHD as well as the need to assemble diverse cohorts to generate ancestry- and ethnicity PRSs.
Copyright © 2020 American Society of Human Genetics. All rights reserved.

Entities:  

Keywords:  African American; coronary artery disease; coronary heart disease; genome-wide polygenic score; hispanic; ischemic heart disease; multiethnic; polygenic risk scores; risk prediction

Year:  2020        PMID: 32386537     DOI: 10.1016/j.ajhg.2020.04.002

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


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