Evidence map›Paper›PMID 42338522›Full record

ArticleFrontiers in public health2026

Associations between serum persistent organic pollutants and polycystic ovary syndrome risk: a case-control study with mediation analysis.

Zekun Zhao

Abstract read
In one paragraph

Article in Frontiers in public health, 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

1 author.

Zekun ZhaoDepartment of Obstetrics and Gynaecology, The University of Hong Kong, Hong Kong, Hong Kong SAR, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Persistent organic pollutants (POPs), including organochlorine pesticides (OCPs) and per- and polyfluoroalkyl substances (PFAS), are endocrine-disrupting chemicals potentially linked to polycystic ovary syndrome (PCOS). However, evidence on their combined effects and underlying mechanisms remains limited. Methods: We conducted a case-control study including 146 women with PCOS and 241 controls recruited from the Affiliated Hospital of Hebei University, China (2023-2025). Serum concentrations of 15 POPs (6 OCPs and 9 PFAS) were measured using GC-MS/MS and UPLC-MS/MS. Associations with PCOS were evaluated using multivariable logistic regression, weighted quantile sum (WQS) regression, quantile g-computation (qgcomp), and Bayesian kernel machine regression (BKMR). Mediation analysis examined whether sex hormones mediated these associations. Results: In single-pollutant analyses, PFOS (OR = 2.63, 95% CI: 1.78-3.88), p,p'-DDE (OR = 2.25, 95% CI: 1.54-3.28), heptachlor (OR = 1.99, 95% CI: 1.26-3.14), and PFHxS (OR = 1.74, 95% CI: 1.15-2.62) were significantly associated with increased PCOS risk. Mixture analyses revealed strong positive associations between the overall POPs mixture and PCOS (WQS OR = 9.29, 95% CI: 3.38-25.50; qgcomp OR = 7.04, 95% CI: 2.79-17.80), with PFOS and p,p'-DDE identified as predominant contributors. BKMR confirmed PFOS (PIP = 1.000) and p,p'-DDE (PIP = 0.998) as the most important contributors. Mediation analysis indicated that testosterone mediated 49.3% of the PFOS-PCOS association, while progesterone mediated 20.9% of the PFOS-PCOS and 24.8% of the p,p'-DDE-PCOS associations. Conclusion: Exposure to POPs, particularly PFOS and p,p'-DDE, was associated with elevated PCOS risk among Chinese women. Sex hormones, especially testosterone and progesterone, partially mediated these associations, suggesting hormonal disruption as a potential mechanism linking POPs exposure to PCOS.

Indexed as

Environmental PollutantsPersistent Organic PollutantsPolycystic Ovary SyndromeAdultCase-Control StudiesChinaEndocrine DisruptorsFemaleHumansHydrocarbons, ChlorinatedMediation AnalysisPesticidesEndocrine DisruptorsEnvironmental PollutantsHydrocarbons, ChlorinatedPersistent Organic PollutantsPesticidesmediation analysismixture analysispersistent organic pollutantsPFASpolycystic ovary syndromesex hormones

Identifiers

PMID42338522
PMCPMC13284083

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.