Evidence map›Paper›PMID 41695700›Full record

ArticlePeerJ2026

Metabolomic profiling of follicular fluid reveals unique pathways in endometriosis and infertility etiologies: a pilot study.

Ping Yu, Dandan Chen, Deshen Han, Xin Jin, Yuhong Li, Fu Wei, Yun Zhang

Abstract read
In one paragraph

Article in PeerJ, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

7 authors.

Ping Yu *Center of Reproductive Medicine, Women's Hospital of Jiangnan University, Wuxi Maternity and Child Health Care Hospital, Wuxi, China.
Dandan Chen *Wuxi School of Medicine, Jiangnan University, Wuxi, China.
Deshen HanWuxi School of Medicine, Jiangnan University, Wuxi, China.
Xin JinCenter of Reproductive Medicine, Women's Hospital of Jiangnan University, Wuxi Maternity and Child Health Care Hospital, Wuxi, China.
Yuhong LiWuxi School of Medicine, Jiangnan University, Wuxi, China.
Fu WeiCenter of Reproductive Medicine, Guigang City People's Hospital, Guigang, China.
Yun ZhangCenter of Reproductive Medicine, Women's Hospital of Jiangnan University, Wuxi Maternity and Child Health Care Hospital, Wuxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: This study investigates metabolic profiles in follicular fluid of patients with endometriosis (EM), polycystic ovary syndrome (PCOS), tubal blockage (TB), and unexplained infertility (UEI), assessing their associations with follicular development and Methods: Follicular fluid samples were collected from 12 infertility patients (3 EM, 3 PCOS, 3 TB, and 3 UEI) undergoing IVF. Metabolomic profiling was performed using liquid chromatography-mass spectrometry (LC-MS), followed by pathway enrichment analysis to identify key metabolic pathways. Statistical analyses were conducted to compare metabolic profiles across groups, assess correlations with follicular development rate (FDR), and evaluate potential biomarkers for EM diagnosis. Results: EM patients showed significant metabolic changes, including reduced steroid biosynthesis and elevated thiamine metabolism metabolites, linked to lower FDR. Oxidative stress markers (3-chloro-L-tyrosine, 8-oxoerythraline) were elevated and negatively correlated with FDR. A predictive model identified D-mannosamine, D-galacturonic acid, and 3-chloro-L-tyrosine as potential EM biomarkers with high diagnostic accuracy. Conclusion: This study reveals distinct metabolic disruptions in the follicular fluid of EM patients, particularly in steroid biosynthesis and thiamine metabolism pathways, which are linked to impaired follicular development. The identification of specific metabolites as potential biomarkers for EM provides a foundation for developing diagnostic approaches that minimize the need for additional invasive procedures and support personalized assisted reproductive technology (ART) strategies. This pilot study requires further validation to confirm these findings and translate them into clinical practice.

Indexed as

EndometriosisFollicular FluidInfertility, FemaleMetabolomeMetabolomicsAdultBiomarkersChromatography, LiquidFemaleFertilization in VitroHumansOxidative StressPilot ProjectsPolycystic Ovary SyndromeBiomarkersBiomarkersFollicular fluid follicular development rate (FDR)Follicular fluid metabolomicsInfertility etiologyIn vitro fertilization (IVF)

Identifiers

PMID41695700
PMCPMC12903890

What Socratic holds

Textmetadata
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.