ArticleMedicine2026
Gut microbiota, lipid metabolism, and PCOS: A Mendelian randomization and mediation analysis.
Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Intervening at the microbial crossroads: targeting inflammation across the oral-gut-reproductive microbiome crosstalk in atherosclerosis.Antonie van Leeuwenhoek · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
Abstract
Polycystic ovary syndrome (PCOS) is a common reproductive and metabolic disorder. Gut microbiota (GM) and lipid metabolism are increasingly implicated in its pathogenesis. We aimed to evaluate their causal roles and the potential mediating effect of lipid metabolites on PCOS. We conducted a 2-sample Mendelian randomization using GWAS summary statistics for 211 GM taxa, lipid metabolites, and PCOS cases from the FinnGen consortium. Instrumental variables were selected at genome-wide significance (P < 5 × 10⁻⁸, linkage disequilibrium r² < 0.001). Causal effects were estimated with inverse-variance weighted as the primary method, complemented by MR-Egger and weighted median. Mediation analysis quantified the indirect effect of lipids. Twenty-nine GM taxa showed significant causal associations with PCOS, including protective taxa (Acetobacterales, Bifidobacterium longum) and risk-enhancing taxa (Proteus, Methanobacterium B). Seventeen lipid metabolites were linked to PCOS, with phosphatidylcholines and triacylglycerols increasing risk, while sterol ester (SE [27:1/14:0]) and phosphatidylethanolamine (PE [O-16:1_20:4]) were protective. Mediation analysis indicated that taxa such as Gordonibacter exerted indirect effects on PCOS through phospholipid pathways, with mediation proportions up to 30%. This study provides evidence for a GM-lipid metabolism-PCOS axis. Dysbiosis and lipid disturbances jointly contribute to PCOS risk. Gut microbial and lipidomic signatures may serve as targets for early diagnosis and intervention. Further validation in diverse populations and experimental models is required.
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What Socratic holds
Registered trials
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 Socratic graph.