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Evaluation of 71 Coronary Artery Disease Risk Variants in a Multiethnic Cohort
Wangjing Ke1, Kristin A Rand2, David V Conti1
1Department of Preventive Medicine, Keck School of Medicine of USC, Los Angeles, CA, United States.
Insights
Most known coronary heart disease (CHD) genetic risk factors show similar effects across diverse populations. However, larger studies are needed to confirm these findings and identify specific functional variants in underrepresented groups.
Area of Science:
- Genetics
- Cardiovascular Disease Epidemiology
- Population Genetics
Background:
- Coronary heart disease (CHD) is a leading global cause of mortality.
- Previous genetic studies primarily focused on European ancestry populations.
- The generalizability of identified CHD susceptibility loci to other ethnic groups is largely unknown.
Purpose of the Study:
- To evaluate the transferability of 71 established coronary heart disease (CHD) genetic loci across diverse populations.
- To assess the predictive power of aggregated single nucleotide polymorphism (SNP) risk for CHD in African Americans, Latinos, and Japanese individuals.
Main Methods:
- Examined associations of 71 known CHD loci in 6,035 cases and 11,251 controls from the Multiethnic Cohort.
- Assessed directional consistency of odds ratios for identified loci across ethnic groups.
- Constructed and evaluated genetic risk scores (GRSs) for CHD prediction in different populations.
Main Results:
- 78% of studied CHD loci showed directionally consistent associations in a combined multiethnic sample.
- Significant associations varied by ethnicity, with 11 loci in African Americans and only 1 in Japanese individuals.
- Genetic risk scores significantly predicted CHD in African Americans and Latinos, but not in Japanese individuals.
Conclusions:
- A substantial proportion of known coronary heart disease (CHD) genetic loci generalize across diverse populations.
- Further fine-mapping studies are essential to pinpoint causal variants and elucidate their role in CHD risk across ethnicities.
- Genetic risk scores demonstrate predictive utility in African Americans and Latinos, highlighting population-specific genetic contributions to CHD.
Background:
Coronary heart disease (CHD) is the most common cause of death worldwide. Previous studies have identified numerous common CHD susceptibility loci, with the vast majority identified in populations of European ancestry. How well these findings transfer to other racial/ethnic populations remains unclear.
Methods And Results:
We examined the generalizability of the associations with 71 known CHD loci in African American, Latino and Japanese men and women in the Multiethnic Cohort (6,035 cases and 11,251 controls). In the combined multiethnic sample, 78% of the loci demonstrated odds ratios that were directionally consistent with those previously reported (p = 2 × 10-6), with this fraction ranging from 59% in Japanese to 70% in Latinos. The number of nominally significant associations across all susceptibility regions ranged from only 1 in Japanese to 11 in African Americans with the most statistically significant association observed through locus fine-mapping noted for rs3832016 (OR = 1.16, p = 2.5×10-5) in the SORT1 region on chromosome 1p13. Lastly, we examined the cumulative predictive effect of CHD SNPs across populations with improved power by creating genetic risk scores (GRSs) that summarize an individual's aggregated exposure to risk variants. We found the GRSs to be significantly associated with risk in African Americans (OR = 1.03 per allele; p = 4.1×10-5) and Latinos (OR = 1.03; p = 2.2 × 10-8), but not in Japanese (OR = 1.01; p = 0.11).
Conclusions:
While a sizable fraction of the known CHD loci appear to generalize in these populations, larger fine-mapping studies will be needed to localize the functional alleles and better define their contribution to CHD risk in these populations.
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