Mapping atherogenesis mechanisms in smooth muscle cells by targeting genes linked to coronary artery disease
Julián Albarrán-JuáreziD, Anton MarkoviD, Anne Louise JenseniD, Peter Loof MølleriD, Anna UrygaiD, Djordje DjordjeviciD, Jakob HanseniD, Lise Filt JenseniD, Diana SharyshiD, Charles PykeiD, Jaime MorenoiD, Giulia BorghettiiD, Julian C. BachmanniD, Kate Møller HerumiD, Lisa Maria Røge, Matthew Traylor, Michael NybergiD, Mette NyegaardiD, Jacob Fog BentzoniD
Abstract
Recent genome-wide association studies (GWAS) have identified multiple vascular cell-expressed genes linked to coronary artery disease (CAD), suggesting that smooth muscle cells (SMCs) and SMC-derived metaplastic cells are promising targets for novel antiatherosclerosis therapies. However, the disease-promoting pathways of most GWAS-identified genes are unknown, hindering their translation into therapeutic targets. This study integrated public GWAS data for CAD and single-cell RNA sequencing (scRNA-seq) analyses of human atherosclerotic plaques to identify 20 GWAS risk genes with a putative mechanism of action in SMCs or SMC-derived cells. Gene perturbation experiments in SMCs coaxed to plaque-relevant phenotypes revealed that the selected risk genes, despite encoding very different types of proteins, regulated shared sets of genes associated with contractile functions, cell cycle pathways, NF{kappa}B, and type I interferon signaling. By integrating information about GWAS gene effect direction and a deep analysis of cholesterol- and stretch-induced gene modules in SMCs, we find evidence that cholesterol-induced signaling is a pro-atherogenic disease mechanism in SMCs that is upregulated by detrimental and downregulated by protective GWAS genes. Overall, our study identifies a set of candidate disease mechanisms in SMCs that are regulated by multiple GWAS genes across several SMC assays. Furthermore, it provides proof-of-concept for using GWAS gene effect directionality to predict the pathogenic effect of candidate disease mechanisms that can be extended to other GWAS genes and cell types in the future.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 6
- FWCI
- 2.04
- Field percentile
- top 12%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genetic regulatory mechanisms of smooth muscle cells map to coronary artery disease risk loci
Boxiang Liu, Milos Pjanic, … Thomas Quertermous·The American Journal of Human GeneticsPeer-reviewed·Aug 23, 2018
- Integrative single-cell meta-analysis reveals disease-relevant vascular cell states and markers in human atherosclerosis
José Verdezoto Mosquera, Gaelle E Auguste, … Clint L. Miller·Cell ReportsPeer-reviewed·Nov 1, 2023
- Vascular smooth muscle cell atherosclerosis trajectories characterized at single cell resolution identify causal transcriptomic and epigenomic mechanisms of disease risk
Daniel Yuhang Li, Soumya Kundu, … Thomas Quertermous·Nature CommunicationsPeer-reviewed·Mar 17, 2026
- Genetic regulation of human aortic smooth muscle cell gene expression and splicing predict causal coronary artery disease genes
Rédouane Aherrahrou, Dillon Lue, … Mete Civelek·bioRxiv·Jan 24, 2022
- Smad3 Regulates Smooth Muscle Cell Fate and Governs Adverse Remodeling and Calcification of Atherosclerotic Plaque
P. Cheng, r. Wirka, … T. Quertermous·bioRxiv·Sep 15, 2020
- Comprehensive identification of coronary artery disease-associated variants regulating vascular smooth muscle cell gene expression
Nicolas A. Barbera, Lexi Wallace, … Mete Civelek·bioRxiv·Oct 7, 2024