Evidence map›Paper›PMID 41545482›Full record

ArticleScientific reports2026

Association of emerging alternatives to per- and polyfluoroalkyl substances with polycystic ovary syndrome among Chinese women: a case-control study.

Yongmei Li, Suya Kang, Hui Xu, Yue Zhang, Hui Li, Jun Yan, Liping Zhou

Abstract read
In one paragraph

Article in Scientific reports, 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. Review
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.

Yongmei Li *Department of Obstetrics, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China.
Suya Kang *Department of Obstetrics, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China.
Hui XuDepartment of Obstetrics, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China.
Yue ZhangDepartment of Obstetrics, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China.
Hui LiDepartment of Obstetrics, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China.
Jun YanDepartment of Obstetrics, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China. dr.yan.jun@163.com.
Liping ZhouDepartment of Obstetrics, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China. wyzshrj@163.com.

Funding

Clinical Medical Expert Team Project of Suzhou SZYJTD201709Jiangsu Provincial Maternal and Child Health Scientific Research Project F201907Suzhou Science and Technology Development Program SKJYD2021113
6 · The paper itself

Abstract

Per- and polyfluoroalkyl substances (PFAS) have been previously associated with polycystic ovary syndrome (PCOS). However, the health effects of emerging PFAS alternatives on PCOS remain unclear. This study aims to examine the associations between exposure to emerging PFAS alternatives and the odds of PCOS, while also exploring the combined effects of PFAS mixture exposure. From 2019 to 2024, we conducted a case-control study in Jiangsu Province, China, including 94 women diagnosed with PCOS and 81 healthy controls. Serum concentrations of 25 PFAS were quantified using liquid chromatography-tandem mass spectrometry. Firth penalized maximum likelihood estimation and Bayesian kernel machine regression (BKMR) were used to assess associations between individual PFAS, PFAS mixture, and PCOS, as well as potential interactions among PFAS. After adjusting for potential confounders, 14 PFAS were identified as being associated with PCOS. Specifically, 2 emerging alternatives (FTSA (6/2) and HFPO-DA (GenX)), one precursor (FBSA), one long-chain legacy (PFNA), and 2 short-chain (PFHpA and PFPeS) were positively associated with increased odds of PCOS. HFPO-DA (GenX) exhibited the highest odds ratio (OR: 9.26; 95% CI: 4.16, 20.59). In contrast, the alternative F-53B(8/2) was negatively associated with PCOS (OR: 0.40; 95% CI: 0.25, 0.63). The BKMR model suggested that the PFAS mixture had a significant positive overall effect on PCOS. No significant interactions were observed. This study suggests that environmental exposure to PFAS mixtures was associated with an increased odds of PCOS, particularly with emerging PFAS alternatives. These findings highlight the need for further research on the health effects of PFAS and their regulatory implications.

Indexed as

Environmental ExposureEnvironmental PollutantsFluorocarbonsPolycystic Ovary SyndromeAdultCase-Control StudiesChinaEast Asian PeopleFemaleHumansTandem Mass SpectrometryYoung AdultEnvironmental PollutantsFluorocarbonsBKMREmerging PFAS alternativesFirth penalized maximum likelihood estimationPer- and polyfluoroalkyl substancesPolycystic ovary syndrome

Identifiers

PMID41545482
PMCPMC12852131

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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.