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Predictive Utility of Polygenic Risk Scores for Coronary Heart Disease in Three Major Racial and Ethnic Groups
- Source :
- Am J Hum Genet
- Publication Year :
- 2019
-
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 (PRS(Tikkanen) and PRS(Tada); 28 and 50 variants, respectively) and two genome-wide PRSs (PRS(metaGRS) and PRS(LDPred); 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. PRS(metaGRS), 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 (p(interaction) = 0.77) but were significantly attenuated in AA individuals (p(interaction)= 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.
- Subjects :
- 0301 basic medicine
Male
Multifactorial Inheritance
Ethnic group
Coronary Disease
030204 cardiovascular system & hematology
White People
Article
Coronary artery disease
Cohort Studies
03 medical and health sciences
0302 clinical medicine
Genetics
Odds Ratio
Medicine
Humans
Genetic Predisposition to Disease
Genetics (clinical)
business.industry
Hazard ratio
Mean age
Odds ratio
Hispanic or Latino
Middle Aged
medicine.disease
Coronary heart disease
Black or African American
030104 developmental biology
Cohort
Polygenic risk score
Female
business
Demography
Subjects
Details
- ISSN :
- 15376605
- Volume :
- 106
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- American journal of human genetics
- Accession number :
- edsair.doi.dedup.....13f1e67a4c1d2a22b579663bdb96bba1