bioRxivGenomicsPreprint
CAD variants act through ox-LDL-induced enhancer remodelling to alter VSMC gene programmes
Thomas A. AgbaedengiD, Goutham AtlaiD, Thomas K. HironiD, Jiahao JiangiD, Yashaswat MalhotraiD, Lewis MarshiD, Joanna M. M. HowsoniD, Christopher A. O’CallaghaniD
Abstract
BackgroundVascular smooth muscle cells (VSMCs) play a central role in atherosclerotic coronary artery disease (CAD). Oxidised low-density lipoprotein cholesterol (ox-LDL) induces VSMCs dysfunction but the underlying molecular mechanisms are unclear. CAD genome-wide association studies (GWAS) have identified hundreds of disease-associated loci but their biological roles remain poorly defined. We hypothesised that ox-LDL drives pro-atherogenic changes in VSMCs by altering gene regulatory programs involving causal CAD variants. MethodsEx-vivo human coronary VSMCs were exposed to ox-LDL and profiled using RNA-seq, ATAC-seq, and H3K27ac ChIPmentation. Enhancer-gene links were inferred by integrating these data with Hi-C using the Activity-by-Contact (ABC) model. Variant effect predictions were done using AlphaGenome and key target genes functionally tested by CRISPR/Cas9 knockout. ResultsOx-LDL induced widespread transcriptional reprogramming in coronary VSMCs, with 1,487 upregulated and 1,864 downregulated genes (FDR < 0.05). Single-cell RNA-seq meta-analysis demonstrated that ox-LDL-associated programmes enriched in pro-inflammatory and synthetic-inflammatory VSMC clusters in vivo. ATAC-seq identified [~]22k differentially accessible regions following ox-LDL exposure (FDR < 0.05). Integration of ATAC-seq, H3K27ac, and Hi-C using the ABC framework showed that ox-LDL-driven chromatin remodelling was concentrated at distal enhancers, which linked to 2,008 differentially expressed genes via 4,243 peak-gene connections. ABC enhancers were significantly enriched for CAD variants compared with non-vascular disease controls, with stronger enrichment in dynamically accessible enhancers. AlphaGenome predicted larger regulatory effects of prioritised CAD variants in smooth muscle cells than in a non-vascular comparator, and motif analyses indicated allele-dependent transcription factor binding at prioritised enhancer variants. Locus-level prioritisation nominated candidate enhancer-mediated mechanisms at the SPECC1L and MAP1S loci, and CRISPR knockout of the target genes GUCD1 and BACH1 rescued ox-LDL-induced growth arrest/senescence phenotypes in human coronary artery VSMCs. ConclusionsOur unbiased multi-omics framework shows that ox-LDL rewires VSMC regulatory programmes that influence CAD genetic risk. Enhancer-gene mapping refines effector-gene assignment at CAD loci and prioritises regulatory targets in coronary VSMCs.
- organism: human
- assay: bulk RNA-seq
- assay: ATAC-seq
- assay: ChIP-seq
- assay: Hi-C
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: variant effect prediction
- approach: statistical model
- approach: experimental assay
- Citations
- 0
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