Key result
High cross-cohort ASCVD genetic correlations suggest biobank heritability differences reflect phenotype ascertainment, not genetics.
Why the study?
Estimates of SNP-based heritability for ASCVD vary widely across populations, complicating the interpretation of its genetic architecture.
Observational (n=895,921)
Yes
Cross-cohort differences in SNP-based heritability for ASCVD likely reflect differences in phenotype ascertainment rather than underlying genetic architecture, given the high genetic correlation across biobanks.
ASCVD heritability estimates vary across cohorts; leaves open consistent genetic architecture interpretation and requires standardized cross-population methods.
Estimates of SNP-based heritability for atherosclerotic cardiovascular disease (ASCVD) vary widely across populations, complicating interpretation of genetic architecture. We compared SNP-based heritability and cross-cohort genetic correlation for ASCVD and its nested subphenotypes, coronary events (CE) and myocardial infarction (MI), across Geisinger’s MyCode, the UK Biobank, and the NIH’s All of Us using GWAS summary statistics and LD score regression. Heritability estimates differed significantly across cohorts, with consistently higher values in the UK Biobank and higher heritability for more narrowly defined phenotypes (MI) relative to broader ASCVD definitions. In contrast, genetic correlations between cohorts were uniformly high for all phenotypes, with confidence intervals spanning 1.0. These results suggest substantial sharing of common variant genetic effects across biobanks and indicate that cross-cohort differences in SNP-based heritability may primarily reflect differences in ASCVD ascertainment and phenotype capture rather than underlying genetic architecture.
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Acharya et al. (2026) conducted an observational in Atherosclerotic cardiovascular disease (ASCVD) (n=895,921). Biobank cohort and phenotype ascertainment vs. Cross-cohort comparison was evaluated on SNP-based heritability and genetic correlation for ASCVD. SNP-based heritability for ASCVD varied significantly across biobanks, but cross-cohort genetic correlations were uniformly high, suggesting differences reflect phenotype ascertainment, not genetics.
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