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Updated: Feb 23, 2026

Author Spotlight: A Pharmacodissection Approach to Uncover Mechanisms in Cardiovascular Disease Risk Populations
Published on: July 21, 2023
A genomic exploration identifies mechanisms that may explain adverse cardiovascular effects of COX-2 inhibitors
Ingrid Brænne1,2,3, Christina Willenborg1, Vinicius Tragante4
1Institute for Cardiogenetics, University of Lübeck, 23562, Lübeck, Germany.
Abstract:
Cyclooxygenase-2 inhibitors (coxibs) are characterized by multiple molecular off-target effects and increased coronary artery disease (CAD) risk. Here, we systematically explored common variants of genes representing molecular targets of coxibs for association with CAD. Given a broad spectrum of pleiotropic effects of coxibs, our intention was to narrow potential mechanisms affecting CAD risk as we hypothesized that the affected genes may also display genomic signals of coronary disease risk. A Drug Gene Interaction Database search identified 47 gene products to be affected by coxibs. We traced association signals in 200-kb regions surrounding these genes in 84,813 CAD cases and 202,543 controls. Based on a threshold of 1 × 10-5 (Bonferroni correction for 3131 haplotype blocks), four gene loci yielded significant associations. The lead SNPs were rs7270354 (MMP9), rs4888383 (BCAR1), rs6905288 (VEGFA1), and rs556321 (CACNA1E). By additional genotyping, rs7270354 at MMP9 and rs4888383 at BCAR1 also reached the established GWAS threshold for genome-wide significance. The findings demonstrate overlap of genes affected by coxibs and those mediating CAD risk and points to further mechanisms, which are potentially responsible for coxib-associated CAD risk. The novel approach furthermore suggests that genetic studies may be useful to explore the clinical relevance of off-target drug effects.
Insights
Cyclooxygenase-2 inhibitors (coxibs) are linked to coronary artery disease (CAD) risk. This study found shared genes between coxib targets and CAD risk genes, revealing potential mechanisms for drug-associated CAD.
Area of Science:
- Pharmacogenomics
- Cardiovascular Genetics
- Drug Discovery
Background:
- Cyclooxygenase-2 inhibitors (coxibs) exhibit off-target effects and are associated with increased coronary artery disease (CAD) risk.
- Understanding the genetic basis of these off-target effects is crucial for mitigating CAD risk.
Purpose of the Study:
- To investigate the association between common genetic variants in coxib-targeted genes and CAD risk.
- To identify potential shared genetic mechanisms underlying coxib-associated CAD.
Main Methods:
- Systematic exploration of gene variants targeting coxibs using a Drug Gene Interaction Database.
- Genome-wide association study (GWAS) analysis in a large cohort (84,813 CAD cases, 202,543 controls).
- Analysis of 47 gene products affected by coxibs and their surrounding 200-kb regions.
Main Results:
- Four gene loci (MMP9, BCAR1, VEGFA1, CACNA1E) showed significant association with CAD risk at a threshold of 1×10-5.
- Lead single nucleotide polymorphisms (SNPs) rs7270354 (MMP9) and rs4888383 (BCAR1) reached genome-wide significance.
- Demonstrated an overlap between genes affected by coxibs and genes mediating CAD risk.
Conclusions:
- Findings highlight shared genetic pathways between coxib action and CAD pathogenesis.
- Suggests that genetic studies can elucidate the clinical relevance of drug off-target effects.
- Provides insights into mechanisms contributing to coxib-associated CAD risk.
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