Nature Communications · 2016 · 148 citations · 49 references
Life SciencesCardiologyGeneticsEpigenomicsGene ExpressionGenomicsCardiovascular GenomicsCoronary Artery DiseaseDisease Susceptibility LociExpression Quantitative Trait Loci AnalysisFunctional GenomicsGenome-wide Association StudiesCoronary Artery Disease GeneticsExpression Quantitative Trait LociExpression Quantitative Trait Loci MappingExpression Quantitative Trait Locus AnalysisExpression Quantitative Trait Locus DiscoveryNoncoding Regulatory VariantsRegulatory Variant PrioritizationRegulatory Variation
Coronary artery disease (CAD) is the leading cause of mortality and morbidity, driven by both genetic and environmental risk factors. Meta-analyses of genome-wide association studies have identified >150 loci associated with CAD and myocardial infarction susceptibility in humans. A majority of these variants reside in non-coding regions and are co-inherited with hundreds of candidate regulatory variants, presenting a challenge to elucidate their functions. Herein, we use integrative genomic, epigenomic and transcriptomic profiling of perturbed human coronary artery smooth muscle cells and tissues to begin to identify causal regulatory variation and mechanisms responsible for CAD associations. Using these genome-wide maps, we prioritize 64 candidate variants and perform allele-specific binding and expression analyses at seven top candidate loci: 9p21.3, SMAD3, PDGFD, IL6R, BMP1, CCDC97/TGFB1 and LMOD1. We validate our findings in expression quantitative trait loci cohorts, which together reveal new links between CAD associations and regulatory function in the appropriate disease context.
49
An integrated encyclopedia of DNA elements in the human genome
The Genotype-Tissue Expression (GTEx) project.
Integrative analysis of 111 reference human epigenomes
Anshul Kundaje, Wouter Meuleman, Jason Ernst et al. · Nature · 2015 · 7.1K citations · Full text
Systematic Localization of Common Disease-Associated Variation in Regulatory DNA
Matthew T. Maurano, Richard Humbert, Eric Rynes et al. · Science · 2012 · 4K citations · Full text