Evidence mapPaperPMID 41560095Full record

ArticleMedicine2026

Gut microbiota, lipid metabolism, and PCOS: A Mendelian randomization and mediation analysis.

Wenyi Li, Junhong Gan, Junyao Jiao, Jianling Li, Lin Xu, Dongxiao Li, Yutao Geng, Mengqi Shen, Jing Liang, Hanmei Lin and 1 more

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

11 authors.

Wenyi LiGuangxi University of Chinese Medicine, Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.ORCID 0009-0006-1455-5412
Junhong GanGraduate School, Guangxi University of Chinese Medicine, Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Junyao JiaoGraduate School, Guangxi University of Chinese Medicine, Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Jianling LiGraduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Lin XuFaculty of Chinese Medicine Science, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Dongxiao LiGraduate School, Guangxi University of Chinese Medicine, Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Yutao GengGraduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Mengqi ShenGraduate School, Guangxi University of Chinese Medicine, Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Jing LiangRuikang Clinical Medical College, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Hanmei LinDepartment of Gynecology, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Nanning, Guangxi, China.ORCID 0009-0005-6173-1995
Lu ZhongRuikang Clinical Medical College, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.ORCID 0009-0002-6961-4118

Funding

Guangxi Administration of Traditional Chinese Medicine GZSY2025043
6 · The paper itself

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.

Indexed as

Gastrointestinal MicrobiomeLipid MetabolismPolycystic Ovary SyndromeDysbiosisFemaleGenome-Wide Association StudyHumansMediation AnalysisMendelian Randomization Analysisgut microbiotalipid metabolismmediation analysisMendelian randomizationpolycystic ovary syndrome

Identifiers

PMID41560095
PMCPMC12826245

What Socratic 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 Socratic graph.