Evidence mapPaperPMID 41737049Full record

ReviewFrontiers in endocrinology2026

Beyond glycemic control: molecular mechanisms of metformin in modulating cytokine networks in polycystic ovary syndrome.

Amin Ullah, Yongxiu Chen, Fan Zhang, Bairong Shen

Abstract readReview
In one paragraph

Review in Frontiers in endocrinology, 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. 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

4 authors.

Amin Ullah *Department of Endocrinology and Metabolism, Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Yongxiu Chen *Gynecology Department, Guangdong Women and Children Hospital, Guangzhou, China.
Fan ZhangHealth Management Center, General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Bairong ShenDepartment of Endocrinology and Metabolism, Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Polycystic ovary syndrome (PCOS) is a well-known hormonal and metabolic condition linked to immune system irregularities and persistent inflammatory responses. Cytokines play a central role in PCOS, contributing to insulin resistance (IR), ovarian dysfunction, and systemic inflammation. Metformin (Met), a first-line treatment for IR, exhibits immunomodulatory properties beyond its glucose-lowering effects. This review critically evaluates the molecular mechanisms by which Met modulates pro- and anti-inflammatory cytokines in PCOS, synthesizing preclinical and clinical evidence while highlighting inconsistencies and therapeutic implications. Met suppresses inflammation by reducing pro-inflammatory cytokines such as IL-6, IL-1, IL-17, TNF-α, and others. Met also regulates TGF-β signaling, mitigating ovarian fibrosis while promoting follicular development and oocyte maturation through increased expression of TGF-β family members such as GDF-9 and BMP-15. These effects highlight Met's dual role in modulating inflammation and fibrosis. Additionally, Met influences inflammatory chemokines such as CXCL13, fractalkine, and others, further regulating immune responses and reducing inflammation. Moreover, combining Met with anti-inflammatory agents, such as resveratrol and probiotics, shows synergistic benefits in PCOS management. Understanding Met's immunomodulatory mechanisms offers new insights into its therapeutic potential beyond glucose metabolism. Future large-scale, phenotype-stratified clinical trials are warranted to validate these mechanisms and translate the immunomodulatory potential of metformin into tailored therapeutic strategies for PCOS.

Indexed as

Blood GlucoseCytokinesHypoglycemic AgentsMetforminPolycystic Ovary SyndromeAnimalsFemaleHumansInflammationInsulin ResistanceSignal TransductionBlood GlucoseCytokinesHypoglycemic AgentsMetformininflammationmetforminmolecular mechanismspolycystic ovary syndromepro and anti-inflammatory cytokines

Identifiers

PMID41737049
PMCPMC12926119

What Socratic holds

Texttitle and abstract
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.