Cell Systems · 2016 · 151 citations · 39 references
Life SciencesGeneticsMolecular BiologyGene ExpressionGene RegulationGene Regulatory NetworksCardiovascular GenomicsCoronary Artery DiseaseDisease Network BiologyFunctional GenomicsGene Expression ProfilingMolecular Interaction NetworksAtherosclerosis GeneticsAtherosclerosis Molecular MechanismsCausal NetworksCoronary Artery Disease GeneticsGene Expression Network AnalysisGene Regulatory Network AnalysisMrna Processing GenesRegulatory Gene Networks
Inferring molecular networks can reveal how genetic perturbations interact with environmental factors to cause common complex diseases. We analyzed genetic and gene expression data from seven tissues relevant to coronary artery disease (CAD) and identified regulatory gene networks (RGNs) and their key drivers. By integrating data from genome-wide association studies, we identified 30 CAD-causal RGNs interconnected in vascular and metabolic tissues, and we validated them with corresponding data from the Hybrid Mouse Diversity Panel. As proof of concept, by targeting the key drivers AIP, DRAP1, POLR2I, and PQBP1 in a cross-species-validated, arterial-wall RGN involving RNA-processing genes, we re-identified this RGN in THP-1 foam cells and independent data from CAD macrophages and carotid lesions. This characterization of the molecular landscape in CAD will help better define the regulation of CAD candidate genes identified by genome-wide association studies and is a first step toward achieving the goals of precision medicine.
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