Evidence map›Paper›PMID 42406284›Full record

SynthesisReviews in endocrine & metabolic disorders2026

Metabolic profiling of human follicular fluid to unravel the pathways involved in polycystic ovary syndrome - a systematic review.

Mafalda V Moreira, Bárbara Guerra-Carvalho, Emídio Vale-Fernandes, Duarte Pignatelli, Raquel L Bernardino, Mariana P Monteiro

Abstract readSystematic Review
In one paragraph

Synthesis in Reviews in endocrine & metabolic disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Mafalda V Moreira *Unit for Multidisciplinary Research in Biomedicine, School of Medicine and Biomedical Sciences, University of Porto, Rua Jorge Viterbo Ferreira, 228, Porto, 4050-313, Portugal.
Bárbara Guerra-Carvalho *Unit for Multidisciplinary Research in Biomedicine, School of Medicine and Biomedical Sciences, University of Porto, Rua Jorge Viterbo Ferreira, 228, Porto, 4050-313, Portugal.
Emídio Vale-FernandesUnit for Multidisciplinary Research in Biomedicine, School of Medicine and Biomedical Sciences, University of Porto, Rua Jorge Viterbo Ferreira, 228, Porto, 4050-313, Portugal.
Duarte Pignatellii3S - Instituto de Investigação E Inovação Em Saúde, Universidade Do Porto, Porto, Portugal.
Raquel L BernardinoUnit for Multidisciplinary Research in Biomedicine, School of Medicine and Biomedical Sciences, University of Porto, Rua Jorge Viterbo Ferreira, 228, Porto, 4050-313, Portugal.
Mariana P MonteiroUnit for Multidisciplinary Research in Biomedicine, School of Medicine and Biomedical Sciences, University of Porto, Rua Jorge Viterbo Ferreira, 228, Porto, 4050-313, Portugal. mpmonteiro@icbas.up.p.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Polycystic ovary syndrome (PCOS), an endocrine-metabolic disorder, affects women of reproductive age. Follicular fluid (FF) reflects the biochemical microenvironment surrounding the oocyte, providing valuable insight into molecular mechanisms associated with PCOS. Metabolomics enables comprehensive profiling of small-molecule metabolites allowing the identification of disease-specific metabolic signatures, dysregulated pathways, and potential diagnostic/therapeutic targets. This systematic review summarizes available evidence on the FF metabolomic profile of women with PCOS compared to normo-ovulatory controls, aiming to identify PCOS-specific metabolic signatures and dysregulated metabolic pathways. PubMed, Web of Science, and Scopus were searched up to September 2025. Eligible studies were conducted in humans, included at least one group of women with PCOS and a control group with normal ovarian function and normal-weight. Thirty-one studies were included. FF from women with PCOS exhibited consistent metabolomic signatures across analytical platforms and cohorts. The most robust differences involved extensive lipidome alterations, along with amino acid and energy metabolism disturbances. Steroidogenic profiles showed higher testosterone and androsterone sulfate levels, while progesterone, 17-hydroxyprogesterone, and pregnenolone were decreased, suggesting impaired steroidogenesis. Fatty acid alterations included increased saturated, monounsaturated, and polyunsaturated fatty acids. Phosphatidylethanolamine species, triglycerides, and prostaglandin E2 were elevated, whereas phosphatidylcholine and lysophosphatidic acid species were reduced. Among water-soluble metabolites, isoleucine, succinate, malate, glycerol, hypoxanthine, and uracil were increased, while threonine, glutamine, arginine, citrulline, and 4PY were decreased. FF metabolomics reveals a PCOS signature characterized by lipid, amino acid, and energy metabolism dysregulation, potentially contributing to follicular dysfunction. Future studies should consider PCOS phenotypic heterogeneity.

Indexed as

Follicular FluidMetabolomePolycystic Ovary SyndromeFemaleHumansMetabolomicsFollicular fluid microenvironmentMetabolic pathwaysMetabolomic profilePCOS

Identifiers

PMID42406284
PMCPMC13388709

What OpenQuestion 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 OpenQuestion graph.