Evidence map›Paper›PMID 41961656›Full record

ArticleMedicine2026

Causal relationship between gut microbiome, plasma metabolites, inflammation, and aortic stenosis: A multi-omics Mendelian randomization analysis.

Yangyou Zhang, Guolin Zhang

Abstract read
In one paragraph

Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Yangyou ZhangDepartment of Cardiology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China.
Guolin Zhang

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As life expectancy increases and the population ages, aortic stenosis (AS) is the most common heart valve disease. Despite rapid improvements in interventional treatment options in recent years, morbidity and mortality from asymptomatic AS remain high. To date, there is no pharmacological therapy to prevent AS. In this study, we used multi-omics to systematically investigate potential causal association between the gut microbiome, human blood metabolites, inflammation and risk of AS, and search for potential biomarker for AS. Single-nucleotide polymorphisms associated with 207 gut microbiota, 1091 blood metabolites and the ratios of 309 metabolites, 731 immune cell phenotypes, 91 circulating inflammatory proteins, as exposures all were selected from recent large genome-wide association study and explored their causal association with AS using Mendelian randomization methods. We used the inverse variance weighted estimation method as the main method and other methods as supplementary methods. Mendelian randomization analysis has shown that 7 gut microbiota, 80 metabolites, 29 immune cells phenotypes, and 6 circulating inflammatory proteins are causally associated with AS. Co-localization analysis showed a significant correlation between 1-stearoyl-2-acryloyl-GPE levels and AS, with a P-value of .981 for posterior probability for hypothesis 4. In addition, metabolic pathway analysis revealed that the valine, leucine, and isoleucine biosynthesis (P = .0312) pathways were associated with AS. Four omics, including 207 gut microbiota, 1091 blood metabolites and the ratios of 309 metabolites, 731 immune cells, and 91 inflammatory proteins were used in this study to explain the causal relationship between multi-omics and AS.

Indexed as

Aortic Valve StenosisGastrointestinal MicrobiomeInflammationBiomarkersGenome-Wide Association StudyHumansMendelian Randomization AnalysisMultiomicsPolymorphism, Single NucleotideBiomarkersaortic stenosisgut microbiotaimmune cellsinflammatory proteinsMendelian randomizationplasma metabolites

Identifiers

PMID41961656
PMCPMC13593140

What OpenQuestion holds

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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.