Evidence mapPaperPMID 40889231Full record

ReviewReproduction (Cambridge, England)2025

POLYCYSTIC OVARY SYNDROME: ORIGINS AND IMPLICATIONS: Genetics of polycystic ovary syndrome (PCOS).

Yvonne V Louwers, Jenny A Visser, Andrea Dunaif, Joop S E Laven

Abstract readReview
In one paragraph

Review in Reproduction (Cambridge, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Association ofAnnals of medicine · 2026
    Article
  2. Review
  3. Article
  4. Review
  5. Article
  6. Review
  7. Life (Basel, Switzerland) · 2025
    Article
  8. 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

4 authors.

Yvonne V LouwersDivision of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Erasmus University Medical Center, Rotterdam, The Netherlands.
Jenny A VisserDepartment of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Andrea DunaifDivision of Endocrinology, Diabetes and Bone Disease, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Joop S E LavenDivision of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Erasmus University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0002-5444-9845

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Polycystic ovary syndrome (PCOS) is a common and heterogeneous disorder currently diagnosed only in reproductive-age women. Familial clustering and twin studies have provided strong evidence for a genetic contribution to PCOS pathogenesis. First-degree relatives, including males and non-reproductive-age females, have reproductive and metabolic phenotypes consistent with a genetic susceptibility to these traits. PCOS is now recognized as a complex trait influenced by both genetic and environmental factors. Genome-wide association studies have identified ∼30 loci linked to PCOS, implicating pathways involved in gonadotropin secretion and action, folliculogenesis, steroidogenesis, age at menopause, and carbohydrate metabolism. Next-generation sequencing has found rare variants in AMH, AMHR2, and DENND1A, supporting these genes' central role in developing PCOS. Epigenetic mechanisms, such as DNA methylation and non-coding RNAs, influence gene regulation and may contribute to phenotypic heterogeneity. Unsupervised clustering has identified distinct reproductive and metabolic subtypes with unique genetic architectures, providing a biologically meaningful framework for classification. This shift from expert opinion-based diagnosis to data-driven classification has the potential to transform PCOS management and enable precision medicine approaches tailored to distinct subtypes of the disorder.

Indexed as

Genetic Predisposition to DiseasePolycystic Ovary SyndromeEpigenesis, GeneticFemaleGenome-Wide Association StudyHumanscluster analysisGWASMendelian randomizationnext-generation sequencingPCOS

Identifiers

PMID40889231
PMCPMC12478466

What Socratic holds

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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.