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Genetics of coronary artery calcification among African Americans, a meta-analysis
Mary K Wojczynski1, Mingyao Li, Lawrence F Bielak
1Department of Genetics, Division of Statistical Genomics, Washington University School of Medicine, St. Louis, MO, USA. mwojczynski@wustl.edu
Insights
Genetic variants for coronary artery calcification (CAC) were studied in African Americans (AA). While heritability was observed, genome-wide significant associations were not found, indicating a need for larger, ethnically focused studies.
Area of Science:
- Genetics
- Cardiovascular Disease Research
- Population Genomics
Background:
- Coronary heart disease (CHD) is a leading cause of death in the US.
- Coronary artery calcification (CAC) scores are key predictors of CHD.
- African Americans (AA) experience higher CHD rates but are underrepresented in genomic studies.
Purpose of the Study:
- To identify genetic variants associated with CAC in the largest available dataset of African Americans.
- To investigate the genetic architecture of CAC in an understudied population.
Main Methods:
- Genome-wide association analysis of log-transformed CAC (ln(CAC + 1)) in 5,823 AA individuals across 8 studies.
- Meta-analysis of ~2.5 million single nucleotide polymorphisms (SNPs).
- Evaluation of top AA SNPs in European Ancestry (EA) data and vice versa.
Main Results:
- Heritability of CAC in AA was estimated at ~30%, lower than in EA.
- No SNPs reached genome-wide significance (p < 5E-08) in the AA cohort.
- Four SNPs in previously implicated regions (9p21, PHACTR1) showed nominal significance in AA, with rs16905644 being the strongest association in the 9p21 region.
Conclusions:
- Substantial heritability for CAC exists in AA, but genome-wide significant loci were not identified.
- Suggestive signals were observed in regions known for CAC/CHD associations in EA.
- Larger sample sizes and an ethnic-specific focus are crucial for future genome-wide association studies (GWAS) in AA populations to uncover CAC-associated loci.
Background:
Coronary heart disease (CHD) is the major cause of death in the United States. Coronary artery calcification (CAC) scores are independent predictors of CHD. African Americans (AA) have higher rates of CHD but are less well-studied in genomic studies. We assembled the largest AA data resource currently available with measured CAC to identify associated genetic variants.
Methods:
We analyzed log transformed CAC quantity (ln(CAC + 1)), for association with ~2.5 million single nucleotide polymorphisms (SNPs) and performed an inverse-variance weighted meta-analysis on results for 5,823 AA from 8 studies. Heritability was calculated using family studies. The most significant SNPs among AAs were evaluated in European Ancestry (EA) CAC data; conversely, the significance of published SNPs for CAC/CHD in EA was queried within our AA meta-analysis.
Results:
Heritability of CAC was lower in AA (~30%) than previously reported for EA (~50%). No SNP reached genome wide significance (p < 5E-08). Of 67 SNPs with p < 1E-05 in AA there was no evidence of association in EA CAC data. Four SNPs in regions previously implicated in CAC/CHD (at 9p21 and PHACTR1) in EA reached nominal significance for CAC in AA, with concordant direction. Among AA, rs16905644 (p = 4.08E-05) had the strongest association in the 9p21 region.
Conclusions:
While we observed substantial heritability for CAC in AA, we failed to identify loci for CAC at genome-wide significant levels despite having adequate power to detect alleles with moderate to large effects. Although suggestive signals in AA were apparent at 9p21 and additional CAC and CAD EA loci, overall the data suggest that even larger samples and an ethnic specific focus will be required for GWAS discoveries for CAC in AA populations.
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