Related Experiment Video
Updated: Jun 19, 2026

Quantitative Analysis of Cellular Composition in Advanced Atherosclerotic Lesions of Smooth Muscle Cell Lineage-Tracing Mice
Published on: February 20, 2019
Therapeutic targets for atherosclerotic coronary artery disease: druggable genome-wide Mendelian randomization
Wenbin Wang1, Yingxian Sun2, Kejia Chang3
1Department of Cardiology, Shenzhen Third People's Hospital, Shenzhen, Guangdong, China; Department of Cardiology, First Hospital of China Medical University, Shenyang, Liaoning, China.
Insights
Elevated levels of CES2 and TGFA proteins are linked to a lower risk of atherosclerotic coronary artery disease (ACAD). This suggests potential new drug targets for preventing ACAD.
Area of Science:
- Genomics
- Cardiovascular Medicine
- Pharmacology
Background:
- Atherosclerotic coronary artery disease (ACAD) remains a leading cause of mortality despite treatment advances.
- Identifying novel therapeutic targets is crucial for reducing major adverse cardiovascular events.
Purpose of the Study:
- To integrate genome-wide association studies (GWAS) and Mendelian randomization (MR) to discover druggable genes for ACAD.
- To identify potential therapeutic targets and drug repurposing opportunities for ACAD.
Main Methods:
- Drug-target MR analysis using GWAS, cis-eQTL/cis-pQTL data from blood and coronary artery tissue.
- Phenome-wide association studies (PheWAS), protein-protein interaction (PPI) networks, and in vivo validation.
Main Results:
- MR identified 57 blood cis-eQTL, 50 blood cis-pQTL, and 5 coronary artery cis-eQTL druggable genes associated with ACAD.
- CES2 and TGFA showed consistent protective effects; genetically elevated levels correlated with reduced ACAD risk (p < 0.001).
- Several drugs targeting CES2 and TGFA were identified, with some showing efficacy in vivo.
Conclusions:
- Genetically determined higher circulating CES2 and TGFA levels are causally linked to decreased ACAD risk.
- Modulating CES2 and TGFA presents potential therapeutic avenues for ACAD prevention.
- Candidate drugs targeting these proteins warrant further investigation for repurposing in ACAD treatment.
Background And Aims:
Despite advances in treating atherosclerotic coronary artery disease (ACAD), the risk of major adverse cardiovascular events remains high. We aimed to identify potential therapeutic targets for ACAD by integrating genome-wide association studies (GWAS) and Mendelian randomization (MR) analyses.
Methods:
Leveraging druggable genome data, cis-eQTL/cis-pQTL from blood and coronary artery tissue, alongside GWAS summary data for coronary atherosclerosis, we performed drug-target MR to identify causal genes for ACAD at both transcript and protein levels. Phenome-wide association (PheWAS), protein-protein interaction (PPI) networks, enrichment analysis, molecular docking, and in vivo experiments were also conducted.
Results:
MR identified 57 blood cis-eQTL, 50 blood cis-pQTL, and 5 coronary artery cis-eQTL druggable genes potentially causal for coronary atherosclerosis. Notably, CES2 and TGFA showed consistent protective associations in both cis-eQTL and cis-pQTL analyses. Genetically elevated blood CES2 and TGFA levels were significantly associated with reduced ACAD risk (p < 0.001). PheWAS revealed no significant adverse effects for TGFA targeting. PPI and enrichment analyses highlighted metabolic pathways. Ten drugs targeting CES2 and three targeting TGFA were identified; in vivo experiments confirmed that atorvastatin, simvastatin, prasugrel, and vicagrel upregulate circulating CES2, while cetuximab and panitumumab increase circulating TGFA.
Conclusions:
Genetically elevated circulating CES2 and TGFA levels are causally associated with reduced ACAD risk. Several candidate drugs capable of modulating these proteins might offer repurposing opportunities for ACAD prevention, warranting further mechanistic and clinical validation.
Related Concept Videos
Pharmacogenomics: Identification of New Drug Targets
Pharmacogenetics of Drug Targets: β₂-Adrenergic Receptors, Apo E, Thymidylate Synthase
Pharmacogenetic Phenotypes: Alterations in Pharmacokinetics, Drug Targets and Biologic Milieu
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Atherosclerosis III: Management
Coronary Artery Disease I: Introduction