ArticleJournal of the American Heart Association2025
Proteome-Wide Mendelian Randomization Identifies Therapeutic Targets for Abdominal Aortic Aneurysm.
Article in Journal of the American Heart Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Systolic blood pressure variability as a risk factor for abdominal aortic aneurysm: a prospective cohort study with genomic and proteomic profiling.European journal of epidemiology · 2026Article
- Integrative Proteogenomics and Single-Cell Transcriptomics Prioritize Candidate Causal Proteins and Therapeutic Targets in Age-Related Macular Degeneration.International journal of molecular sciences · 2026Article
- Identification and Validation of Plasma Protein Biomarkers for Abdominal Aortic Aneurysm Using Integrated Proteomics.International journal of molecular sciences · 2026Article
- Integrating Proteome-Wide Association Studies and Single-Cell Transcriptomics Identifies GSTT2B as a Causal Mediator and Prioritizes COL4A1 in Diabetic Retinopathy.International journal of molecular sciences · 2026Article
- Associations of biological ageing and genetic risk with incident abdominal aortic aneurysm.Communications medicine · 2026Article
- Third Year in Review, Fourth Year in Preview, and the 2025Journal of the American Heart Association · 2026Article
- Graph Neural Networks Reveal Candidate Protein Biomarkers Underlying Abdominal Aortic Aneurysm Biology.Computational and structural biotechnology journal · 2026Article
- A narrative review of recent literature of circulating biomarkers of abdominal aortic aneurysm.JVS-vascular science · 2026Review
- Circulating Plasma Proteins Influence the Risk of Aortic Dissection via Blood Pressure: A Network Mendelian Randomization and Multi-Omics Study.Journal of inflammation research · 2026Article
- Systematic comparison of observational and Mendelian Randomization estimates for cardiometabolic proteomic signatures.medRxiv : the preprint server for health sciences · 2025Article
- Potential drug targets for intracranial aneurysms identified through Mendelian randomization analysis.Neurosurgical review · 2025Article
- Genomic analysis reveals genetic diversity and selection signatures of the Yantai Black pig during domestication and breeding.Frontiers in genetics · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe proteome is a key source of therapeutic targets. We conducted a comprehensive Mendelian randomization analysis across the proteome to identify potential protein markers and therapeutic targets for abdominal aortic aneurysm (AAA). METHODS AND
resultsOur study used plasma proteomics data from the UK Biobank, comprising 2923 proteins from 54 219 individuals, and from deCODE Genetics, which measured 4907 proteins across 35 559 individuals. Significant proteomic quantitative trait loci were used as instruments for Mendelian randomization. Genetic associations with AAA were sourced from the AAAgen consortium, a large-scale genome-wide association study meta-analysis involving 37 214 cases and 1 086 107 controls, and the FinnGen study, which included 3869 cases and 381 977 controls. Sequential analyses of colocalization and summary-data-based Mendelian randomization were performed to verify the causal roles of candidate proteins. Additionally, single-cell expression analysis, protein-protein interaction network analysis, pathway enrichment analysis, and druggability assessments were conducted to identify cell types with enriched expression and prioritize potential therapeutic targets. The proteome-wide Mendelian randomization analysis identified 34 proteins associated with AAA risk. Among them, 2 proteins, COL6A3 and PRKD2, were highlighted by colocalization analysis, summary-data-based Mendelian randomization, and the heterogeneity in an independent instrument test, providing the most convincing evidence. These protein-coding genes are primarily expressed in macrophages, smooth muscle cells, and mast cells within abdominal aortic aneurysm tissue. Several causal proteins are involved in pathways regulating lipid metabolism, immune responses, and extracellular matrix organization. Nine proteins have already been targeted for drug development in diabetes and other cardiovascular diseases, presenting opportunities for repurposing as AAA therapeutic targets.
conclusionsThis study identifies causal proteins for AAA, enhancing our understanding of its molecular cause and advancing the development of therapeutics.
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