ArticleFrontiers in immunology2023
Two-sample Mendelian randomization to study the causal association between gut microbiota and atherosclerosis.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 15 citations in OpenAlex.
- Article
- Causal inference and mediating pathways of metabolic syndrome on calcific aortic valve stenosis: linkage disequilibrium score regression and two-sample, two-step mendelian randomization study.Journal of cardiothoracic surgery · 2026Article
- Targeting the Gut Microbiota: Mechanistic Investigation of Polyphenol Modulation of the Gut-Brain Axis in Alzheimer's Disease.International journal of molecular sciences · 2026Review
- PANoptosis links gut dysbiosis to obstructive sleep apnea-associated atherosclerosis: a gut-vascular inflammatory axis.Frontiers in immunology · 2026Review
- Molecular Mechanisms of the Microbiota-Gut-Brain Axis in the Onset and Progression of Stroke.International journal of molecular sciences · 2025Review
- Article
- Targeting Gut Microbiota with Probiotics and Phenolic Compounds in the Treatment of Atherosclerosis: A Comprehensive Review.Foods (Basel, Switzerland) · 2024Review
- Causal relationship between the gut microbiota, immune cells, and coronary heart disease: a mediated Mendelian randomization analysis.Frontiers in microbiology · 2024Article
- Causal associations of gut microbiota and pulmonary tuberculosis: a two-sample Mendelian randomization study.Frontiers in microbiology · 2024Article
- Effects of salidroside on atherosclerosis: potential contribution of gut microbiota.Frontiers in pharmacology · 2024Review
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
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Abstract
Background: According to some recent observational studies, the gut microbiota influences atherosclerosis via the gut microbiota-artery axis. However, the causal role of the gut microbiota in atherosclerosis remains unclear. Therefore, we used a Mendelian randomization (MR) strategy to try to dissect this causative link. Methods: The biggest known genome-wide association study (GWAS) (n = 13,266) from the MiBioGen collaboration was used to provide summary data on the gut microbiota for a two-sample MR research. Data on atherosclerosis were obtained from publicly available GWAS data from the FinnGen consortium, including cerebral atherosclerosis (104 cases and 218,688 controls), coronary atherosclerosis (23,363 cases and 187,840 controls), and peripheral atherosclerosis (6631 cases and 162,201 controls). The causal link between gut microbiota and atherosclerosis was investigated using inverse variance weighting, MR-Egger, weighted median, weighted mode, and simple mode approaches, among which inverse variance weighting was the main research method. Cochran's Q statistic was used to quantify the heterogeneity of instrumental variables (IVs), and the MR Egger intercept test was used to assess the pleiotropy of IVs. Results: Inverse-variance-weighted (IVW) estimation showed that Conclusion: We discovered that the presence of probiotics and pathogens in the host is causally associated with atherosclerosis, and atherosclerosis at different sites is causally linked to specific gut microbiota. The specific gut microbiota associated with atherosclerosis identified by Mendelian randomization studies provides precise clinical targets for the treatment of atherosclerosis. In the future, we can further examine the gut microbiota's therapeutic potential for atherosclerosis if we have a better grasp of the causal relationship between it and atherosclerosis.
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