Evidence map›Paper›PMID 40671653›Full record

ArticleArteriosclerosis, thrombosis, and vascular biology2025

Circulating Protein Mediators Linking Genetically Predicted Smoking to Abdominal Aortic Aneurysm: A Genomic-Proteomic Analysis.

Shuai Yuan, Samuel Khodursky, Jiawei Geng, Pranav Sharma, Joshua M Spin, Philip S Tsao, Michael G Levin, Scott M Damrauer

Abstract read
In one paragraph

Article in Arteriosclerosis, thrombosis, and vascular biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Epigenetics in Abdominal Aortic Aneurysm: Mechanisms and Risk Prediction.medRxiv : the preprint server for health sciences · 2026
    Article
  5. Article
  6. Article
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

8 authors.

Shuai YuanDepartment of Surgery (S.Y., S.K., P.S., S.M.D.), University of Pennsylvania, Perelman School of Medicine, Philadelphia.ORCID 0000-0001-5055-5627
Samuel KhodurskyDepartment of Surgery (S.Y., S.K., P.S., S.M.D.), University of Pennsylvania, Perelman School of Medicine, Philadelphia.
Jiawei GengSchool of Public Health, Zhejiang University School of Medicine, Hangzhou, China (J.G.).
Pranav SharmaDepartment of Surgery (S.Y., S.K., P.S., S.M.D.), University of Pennsylvania, Perelman School of Medicine, Philadelphia.ORCID 0009-0008-6302-6052
Joshua M SpinVA Palo Alto Healthcare System, CA (J.M.S., P.S.T.).ORCID 0000-0002-4256-9161
Philip S TsaoVA Palo Alto Healthcare System, CA (J.M.S., P.S.T.).ORCID 0000-0001-7274-9318
Michael G LevinDivision of Cardiovascular Medicine, Department of Medicine (M.G.L.), University of Pennsylvania, Perelman School of Medicine, Philadelphia.ORCID 0000-0002-9937-9932
Scott M DamrauerDepartment of Surgery (S.Y., S.K., P.S., S.M.D.), University of Pennsylvania, Perelman School of Medicine, Philadelphia.ORCID 0000-0001-8009-1632

Funding

Impact of PCSK9 inhibition on abdominal aortic aneurysm pathobiology and growthR01HL166991 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI Scott Michael Damrauer · 2023 to 2026
$2.6M
NHLBI NIH HHS R01 HL166991
6 · The paper itself

Abstract

backgroundSmoking is a well-established risk factor for abdominal aortic aneurysm (AAA). However, the molecular pathways underlying this relationship remain poorly understood. This study aimed to identify circulating protein mediators that may explain the association between smoking and AAA.

methodsWe conducted a network Mendelian randomization study using summary-level data from the largest available genome-wide association studies. Our primary smoking exposure was the lifetime smoking index, with smoking initiation and cigarettes per day included as supplementary traits. The AAA data set comprised 39 221 cases and 1 086 107 controls. Protein data were sourced from 2 large cohorts: UKB-PPP (the UK Biobank Pharma Proteomics Project), where proteins were measured using the Olink platform in 54 219 individuals, and deCODE, where proteins were measured using the SomaScan platform in 35 559 individuals. Two-sample Mendelian randomization was used to estimate the association between smoking and AAA (β

resultsGenetically proxied smoking traits were consistently associated with an increased risk of AAA. The lifetime smoking index was associated with the levels of 543 out of 5764 unique circulating proteins, with 470 of these associations replicated in supplementary analyses using additional smoking traits and protein sources. Among the smoking-related proteins, genetically proxied levels of 22 were associated with AAA risk. Eight mediation pathways were identified, with ADAMTS15 (a disintegrin and metalloproteinase with thrombospondin motifs 15), IL1RN (interleukin-1 receptor antagonist protein), MMP12 (matrix metalloproteinases 12), PGF (placental growth factor), PCSK9 (proprotein convertase subtilisin/kexin type 9), and UXS1 (UDP-glucuronic acid decarboxylase 1) representing key mediators.

conclusionsThis study identified numerous circulating proteins that are potentially causally linked to smoking, and 8 of these proteins were found to mediate the association between smoking and AAA risk.

Indexed as

Aortic Aneurysm, AbdominalBlood ProteinsProteomicsSmokingAgedBiomarkersCase-Control StudiesFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisMiddle AgedPhenotypePolymorphism, Single NucleotideBiomarkersBlood Proteinsaortic aneurysm, abdominalblood proteinsgeneticssmoking

Identifiers

PMID40671653
PMCPMC12285744

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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.