Circ Genom Precis Med. 2025 May 27:e005032. doi: 10.1161/CIRCGEN.124.005032. Online ahead of print.
ABSTRACT
BACKGROUND: Identifying causal variants among tens or hundreds of associated variants at each locus in genome-wide association studies (GWAS) is challenging. As the vast majority of GWAS variants are noncoding, sequence variation at cis-regulatory elements (CREs) affecting transcriptional expression of specific genes is a widely accepted molecular hypothesis. Following this hypothesis, combined with the observation that open chromatin is a universal hallmark of all types of CREs, we aimed to identify candidate causal cis-regulatory variants underlying QT interval GWAS loci.
METHODS: Common variants in high linkage disequilibrium with genome-wide significant variants were identified using variant call format tools. Genome-wide maps of cardiac putative CREs were generated by MACS2-based peak calling in human cardiac left ventricular DNase I sequencing and Assay for Transposase-Accessible Chromatin using sequencing data sets (n=13). Variant-CRE overlap was performed using custom tracks in the Table Browser tool at the UCSC Genome Browser. Luciferase reporter-based enhancer assays for variant-centered test elements were performed in mouse HL1 cardiomyocyte cells. Reporter activities of allelic pairs were compared using a Student t test.
RESULTS: At a dozen GWAS loci, selected for higher effect sizes and better understanding of the likely causal genes, we identified all genome-wide significant variants (n=1401) and included all common variants (minor allele frequency >1%) in high linkage disequilibrium (r2>0.9) with them as candidate variants (n=3482). Candidate variants were filtered for overlap with cardiac left ventricular putative CREs to identify candidate causal cis-regulatory variants (n=476), which were further assessed for being a known cardiac expression quantitative trait locus variant as additional functional evidence (n=243). Functional evaluation of a subset of seven candidate variants by luciferase reporter-based enhancer assays in HL1 cells using variant-centered test elements led to the identification of 6 enhancer variants with significant allelic differences.
CONCLUSIONS: These efforts have generated a comprehensive set of candidate causal variants expected to be enriched for cis-regulatory potential and thereby, explaining the observed genetic associations.
PMID:40421528 | DOI:10.1161/CIRCGEN.124.005032
