Evidence map›Paper›PMID 40861442›Full record

ArticleFrontiers in immunology2025

High-dimensional immune profiling of follicular fluid and systemic circulation reveals distinct immune signatures in women with polycystic ovary syndrome.

Soma Banerjee, Fernanda L Jaimes, Mona A Mohamed, Abigail Zettel, Nesya G Graupe, Laura G Cooney, Aleksandar K Stanic

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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.

Soma BanerjeeDivision of Reproductive Sciences, Department of Obstetrics and Gynecology University of Wisconsin, Madison, WI, United States.
Fernanda L JaimesDivision of Reproductive Sciences, Department of Obstetrics and Gynecology University of Wisconsin, Madison, WI, United States.
Mona A MohamedDivision of Reproductive Sciences, Department of Obstetrics and Gynecology University of Wisconsin, Madison, WI, United States.
Abigail ZettelDivision of Reproductive Sciences, Department of Obstetrics and Gynecology University of Wisconsin, Madison, WI, United States.
Nesya G GraupeDivision of Reproductive Sciences, Department of Obstetrics and Gynecology University of Wisconsin, Madison, WI, United States.
Laura G CooneyDivision of Reproductive Sciences, Department of Obstetrics and Gynecology University of Wisconsin, Madison, WI, United States.
Aleksandar K StanicDivision of Reproductive Sciences, Department of Obstetrics and Gynecology University of Wisconsin, Madison, WI, United States.

Funding

Endocrinology-Reproductive Physiology Training GrantT32HD041921 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI BIRD, IAN M. · 2004 to 2022
$3.0M
Integrated Program in Endocrinology Translational Postdoctoral Training ProgramT32HD101384 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI IAN M. BIRD, Jon E Levine · 2021 to 2026
$2.0M
NICHD NIH HHS T32 HD041921NICHD NIH HHS T32 HD101384
6 · The paper itself

Abstract

Background: Persistent low-grade inflammation has been hypothesized as a possible key contributor to polycystic ovary syndrome pathophysiology through associative studies. Since immune cells within the ovarian follicle-the central site of PCOS dysfunction-play pivotal roles in immune defense and regulation of ovulation, establishing a definitive cellular map of normal and PCOS-affected follicular immune composition is essential. Method: This is a prospective cohort study of women with PCOS (Rotterdam criteria) and controls undergoing Results: We found that the TVOR plasma contained significantly higher concentrations of IL-2, IL-4, IL-9, IL-17A, TNF-α, and MCP-1 compared to the follicular fluid, whereas the follicular fluid was enriched with angiogenic factors such as VEGF and EGF. Notably, pre-treatment plasma samples from PCOS patients showed elevated Il-4, IL-6, IL-9, and IL-10, which were partially resolved by TVOR. Moreover, the PCOS follicular fluid exhibited higher numbers of classical monocytes and a trend toward increased CTLA4-positive T regulatory cells relative to the controls. Conclusion: Our findings highlight a compartment-specific immunome in PCOS, marked by distinct cytokine and angiogenic factor distributions in circulation versus follicular fluid. PCOS was characterized by elevated systemic inflammatory markers before treatment, which were partially normalized by TVOR, yet key immune differences persisted at the follicular level. These results underscore the utility of comprehensive multiparametric analyses-including high-dimensional flow cytometry-to uncover immune dysregulation and identify potential therapeutic targets in PCOS.

Indexed as

Follicular FluidPolycystic Ovary SyndromeAdultBiomarkersCytokinesFemaleFertilization in VitroHumansProspective StudiesYoung AdultBiomarkersCytokinescytokineshigh-dimensional flowcytometryimmune cellsin-vitro fertilizationin-vitro fertilization polycystic ovary syndromepolycystic ovary syndrome

Identifiers

PMID40861442
PMCPMC12375645

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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 OpenQuestion graph.