Key result
Novel DNA methylation markers are linked to incident abdominal aortic aneurysm, identifying ~140 putatively causal CpGs.
Why the study?
Epigenetic mechanisms underlying susceptibility to abdominal aortic aneurysm remain poorly understood, and identifying causal DNA methylation markers can elucidate regulatory processes driving aneurysm formation.
Observational (n=43,389)
Yes
This study identifies putative causal DNA methylation markers for AAA, highlighting the role of inflammatory pathways and blood lipids in aneurysm formation.
BACKGROUND: Epigenetic mechanisms underlying susceptibility to abdominal aortic aneurysm (AAA) remain poorly understood. Identifying causal DNA methylation markers for AAA can elucidate the regulatory processes that drive aneurysm formation and accelerate translational applications. We leveraged the Veterans Affairs (VA) Million Veteran Program to identify methylation biomarkers and delineate underlying pathways. METHODS: We first conducted an epigenome-wide association study of incident AAA (1324 cases and 42 065 noncases), performed stratified analyses by population group and smoking status, and conducted Mendelian randomization to facilitate causal inference of the CpG–AAA association. Chromatin state, island context, and transcription factor binding were implicated through functional annotation of identified CpGs. To identify genes impacted by change in methylation state, we aligned associations with transcriptional data obtained in blood, aorta, and liver. We performed expression quantitative trait methylation to capture CpG–gene-expression links across the genome. Network Mendelian randomization was used to test cardiometabolic and inflammatory mediation. Finally, we developed a methylation risk score for AAA using penalized regression and evaluated its performance against a clinical model in the Million Veteran Program and 2 external studies. RESULTS: Epigenome-wide association study identified 1253 CpGs associated with incident AAA, and Mendelian randomization supported a putative causal role for 143 of these associations. Functional annotation pointed to predominantly distal, enhancer-centered regulation and enrichment of inflammatory transcription factor programs (eg, activator protein-1 and nuclear factor κB). This distal architecture was consistent with expression quantitative trait methylation results, which showed a larger number of trans associations. Among 143 CpGs associated with AAA in Mendelian randomization analyses, we identified 213 CpG–gene expression pairs with strong colocalization support, including AGER, C2 , and DDR1 . Multi-trait colocalization further prioritized 8 CpG–gene expression–AAA links with evidence of a shared genetic signal. Network Mendelian randomization identified 135 putative mediation pathways linking CpGs to AAA, including 58 via cardiometabolic traits and 77 via inflammation-related traits. Blood lipid traits mediated >40% of the associations between AAA risk and CpGs near LDLR (cg19305903) and TRIB1 (cg14128479). Among inflammation-related mediators, circulating DAG1, NEXN, MMP9, IL1RN, and MMP13 were prioritized as potential intermediates. Additionally, a CpG selection process was used to develop a methylation risk score for AAA, which strongly associated with disease in both the discovery cohort and 2 external validation cohorts, even after adjustment for a full suite of clinical covariates. CONCLUSIONS: This study identified putative causal DNA methylation markers for AAA, and multi-omics analyses implicate activator protein-1–linked inflammatory transcriptional programs, blood lipids, and multiple inflammation-related proteins as key pathways underlying methylation-associated AAA risk.
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Yuan et al. (2026) conducted an observational in Abdominal aortic aneurysm (n=43,389). DNA methylation markers was evaluated on Incident abdominal aortic aneurysm. DNA methylation markers were associated with incident abdominal aortic aneurysm, with 1253 CpGs identified and 143 supported as putatively causal by Mendelian randomization.
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