Evidence map›Paper›PMID 39895541›Full record

ArticleJournal of the American Heart Association2025

Proteome-Wide Mendelian Randomization Identifies Therapeutic Targets for Abdominal Aortic Aneurysm.

Ka Zhang, Yuan Liu, Aiqin Mao, Changzhu Li, Li Geng, Hao Kan

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

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  6. Third Year in Review, Fourth Year in Preview, and the 2025Journal of the American Heart Association · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Ka ZhangWuxi School of Medicine Jiangnan University Wuxi Jiangsu China.ORCID 0000-0001-9782-6236
Yuan LiuWuxi School of Medicine Jiangnan University Wuxi Jiangsu China.ORCID 0009-0006-8392-0444
Aiqin MaoWuxi School of Medicine Jiangnan University Wuxi Jiangsu China.
Changzhu LiWuxi School of Medicine Jiangnan University Wuxi Jiangsu China.
Li GengWuxi School of Medicine Jiangnan University Wuxi Jiangsu China.ORCID 0000-0002-4264-677X
Hao KanWuxi School of Medicine Jiangnan University Wuxi Jiangsu China.ORCID 0009-0001-4946-7897

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Aortic Aneurysm, AbdominalMendelian Randomization AnalysisProteomeProteomicsCollagen Type VIGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMaleProtein Interaction MapsQuantitative Trait LociCollagen Type VIProteomeabdominal aortic aneurysmbiomarkerdrug targetplasma proteinproteome‐wide Mendelian randomization

Identifiers

PMID39895541
PMCPMC12074732

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.