Evidence mapPaperPMID 41257877Full record

ArticleJournal of ovarian research2025

Single-cell transcriptomics uncovering a critical AKT-LONP1-STAR axis in ovarian hyperandrogenism of PCOS.

Chunren Zhang, Zengxian Lin, Yuehui Lin, Hongxia Ma

Abstract read
In one paragraph

Article in Journal of ovarian research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. FTO-mediated NR1D1 mScientific reports · 2026
    Article
  2. Review
  3. Exercise attenuates polycystic ovary syndrome development via improved mitochondrial proteostasis.American journal of physiology. Endocrinology and metabolism · 2026
    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.

Chunren Zhang *Department of Traditional Chinese Medicine, The First Affiliated Hospital of Guangzhou Medical University, No.151 Yanjiang Road, Yuexiu District, Guangdong, Guangzhou, China.
Zengxian Lin *Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Yuehui LinDepartment of Traditional Chinese Medicine, The First Affiliated Hospital of Guangzhou Medical University, No.151 Yanjiang Road, Yuexiu District, Guangdong, Guangzhou, China.
Hongxia MaDepartment of Traditional Chinese Medicine, The First Affiliated Hospital of Guangzhou Medical University, No.151 Yanjiang Road, Yuexiu District, Guangdong, Guangzhou, China. Doctorhongxia@126.com.

Funding

the National Natural Science Foundation of China 81973892the National Natural Science Foundation of China 82104915the Postdoctoral Fellowship Program of CPSF GZC20230620
6 · The paper itself

Abstract

backgroundPolycystic ovary syndrome (PCOS), a prevalent endocrine-metabolic disorder affecting reproductive-aged women worldwide, is characterized by oligo-/anovulation, hyperandrogenism, and polycystic ovarian morphology. Despite affecting 6 ~ 20% of women globally, the molecular mechanisms driving PCOS pathogenesis remain poorly understood, hindering the development of targeted therapeutic strategies.

methodsTo delineate the cellular basis of PCOS pathophysiology, we employed single-cell RNA sequencing (scRNA-seq) data from ovarian theca cells and oocytes of normo-ovulatory controls and PCOS patients. Cellular heterogeneity was systematically mapped using unsupervised clustering, followed by differential expression analysis, pathway enrichment, and pseudotemporal trajectory reconstruction. Key findings were validated in a prenatal dihydrotestosterone-induced murine PCOS model and in vitro theca-interstitial cell cultures treated with AKT activator SC79.

resultsscRNA-seq identified seven distinct theca cell clusters. PCOS patients exhibited an expanded proportion of theca cells expressing steroidogenic acute regulatory protein (STAR), correlating with elevated androgen production, heightened oxidative stress pathway activity, and diminished PI3K-AKT signaling. Oocytes from PCOS patients also showed increased oxidative stress markers. Pathway enrichment indicated impaired oocyte differentiation and development. Pseudotime trajectory analysis of theca cells revealed altered gene expression patterns linked to AKT signaling, oxidative stress, and androgenesis. Integrative analyses uncovered a novel pathogenic axis: reduced AKT signaling downregulates mitochondrial protease LONP1, impairing mitochondrial homeostasis. This LONP1 deficiency elevates STAR expression, promoting oxidative stress and hyperandrogenemia. Consistent with these findings, ovaries from prenatal androgenized PCOS mice exhibited significantly reduced AKT3 and LONP1 expression alongside elevated STAR expression. Mechanistically, in vitro activation of AKT by SC79 in theca-interstitial cells significantly increased LONP1 protein levels and concurrently decreased STAR protein expression.

conclusionsThis study identifies a novel pathogenic axis in PCOS where reduced PI3K-AKT signaling downregulates the mitochondrial protease LONP1, and elevated STAR expression may driving hyperandrogenism in ovarian theca cells. These findings, revealed by scRNA-seq in human patients and validated in a prenatal androgenized mouse model and human theca cell cultures, demonstrate that AKT activation rescues LONP1 levels and suppresses STAR. Thus, targeting the AKT-LONP1-STAR pathway presents a promising therapeutic strategy for PCOS.

Indexed as

HyperandrogenismMitochondrial ProteinsPhosphoproteinsPolycystic Ovary SyndromeProto-Oncogene Proteins c-aktTranscriptomeAnimalsFemaleHumansMiceOvarySignal TransductionSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisSteroidogenic Acute Regulatory ProteinTheca CellsMitochondrial ProteinsPhosphoproteinsProto-Oncogene Proteins c-aktSteroidogenic Acute Regulatory ProteinAKT signalingHyperandrogenismMitochondrial proteostasisPolycystic ovary syndromeSingle-cell RNA sequencingTheca cell heterogeneity

Identifiers

PMID41257877
PMCPMC12628819

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.