Evidence map›Paper›PMID 41886635›Full record

ArticleHuman reproduction (Oxford, England)2026

Spatial transcriptomics in the human adult ovary: insights into key signalling pathways during follicular atresia.

Hanne Vlieghe, Fu Wei, Hui Cheng, Tessa H R Stolk, Judith A Huirne, Norah M van Mello, Christiani A Amorim, Susana M Chuva de Sousa Lopes

Erratum issuedAbstract read
In one paragraph

Article in Human reproduction (Oxford, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

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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

5 · Who and what money

Authors and funding

8 authors.

Hanne VlieghePôle de Recherche en Physiopathologie de la Reproduction, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium.ORCID 0000-0001-6466-3880
Fu WeiDepartment of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands.ORCID 0000-0002-0943-496X
Hui ChengDepartment of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands.ORCID 0000-0002-3606-8221
Tessa H R StolkDepartment of Obstetrics and Gyneacology, Amsterdam University Medical Center, Amsterdam, The Netherlands.ORCID 0000-0003-4161-7405
Judith A HuirneDepartment of Obstetrics and Gyneacology, Amsterdam University Medical Center, Amsterdam, The Netherlands.ORCID 0000-0002-8248-2677
Norah M van MelloDepartment of Obstetrics and Gyneacology, Amsterdam University Medical Center, Amsterdam, The Netherlands.ORCID 0000-0002-0805-2994
Christiani A AmorimPôle de Recherche en Physiopathologie de la Reproduction, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium.ORCID 0000-0003-1794-0368
Susana M Chuva de Sousa LopesDepartment of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands.ORCID 0000-0003-3866-2803

Funding

China Scholarship Council CSC 202008320362China Scholarship Council CSC 202008450034Dutch Organization for Health Research and Development PSIDER-2021-10250022120001Fonds National de la Recherche Scientifique de Belgique T.0004.20Novo Nordisk Foundation NNF21CC0073729
6 · The paper itself

Abstract

study questionAre key signalling pathways WNT, TGFβ/BMP, NOTCH, and HH involved in follicular atresia in the human adult ovary? SUMMARY ANSWER: In this study, we used spatial transcriptomics to investigate the progression of follicular atresia, focusing on genes of interest associated with steroidogenesis and key signalling pathways WNT, TGFβ/BMP, NOTCH, and HH. WHAT IS KNOWN ALREADY: While extensive research has focused on the mechanisms driving follicular growth, much less is known about the process of follicular atresia, despite its relevance for ovarian aging and reproductive longevity. Follicular atresia is characterized by complex molecular and cellular changes, that lead to the degeneration of granulosa and theca cells. STUDY DESIGN, SIZE, DURATION: Spatial transcriptomics was conducted on 16 regions of human ovarian tissue from different donors (N = 6) containing 21 small antral follicles (diameter 0.5-4 mm) healthy and at different stages of atresia. PARTICIPANTS/MATERIALS, SETTING,

methodsWe selected 80 genes to facilitate cell type identification in the ovary and to investigate the key signalling pathways WNT, TGFβ/BMP, NOTCH, and HH. Haematoxylin and eosin staining was used to manually select different follicle types for spatial transcriptomics. The Molecular Cartography platform (Resolve BioSciences) multiplexing single-molecule fluorescence in situ hybridization on cryo-sections was used for spatial transcriptomics. The cell segmentation masks were obtained from Resolve BioSciences and transcripts for each gene were assigned to individual cells based on the segmentation mask. Downstream visualization and quantification were performed using AnnData and Python. MAIN RESULTS AND THE ROLE OF CHANCE: By comparing the molecular signature of cell types present in healthy small antral follicles to those observed during the progression of atresia, we revealed a profound cellular and molecular shift. Key signalling pathways exhibited a general downregulation in granulosa cells, whereas expression in internal theca cells increased transiently at the onset of atresia, in line with ongoing cellular degeneration and follicular remodelling. LARGE SCALE DATA: N/A. LIMITATIONS, REASONS FOR CAUTION: This study was conducted on ovarian tissue from transmasculine donors. We cannot exclude that testosterone therapy impacts follicular dynamics. WIDER IMPLICATIONS OF THE

findingsOur study provides novel insights into the spatial and molecular mechanisms of follicular atresia, contributing to a deeper understanding of the ovarian biology in humans. STUDY FUNDING/COMPETING INTEREST(S): This study was supported by the Fonds National de la Recherche Scientifique de Belgique (T.0004.20 to H.V. and C.A.A.), the Novo Nordisk Foundation (NNF21CC0073729, reNEW to F.W., H.C., and S.M.C.S.L.), the Dutch Organization for Health Research and Development (ZonMW PSIDER-2021-10250022120001 to S.M.C.S.L.), and the China Scholarship Council (CSC 202008450034 to F.W., CSC 202008320362 to H.C.). The authors have no conflicts of interest to declare.

Indexed as

Follicular AtresiaOvarian FollicleOvarySignal TransductionTranscriptomeAdultFemaleGranulosa CellsHumansReceptors, NotchSpatial TranscriptomicsTransforming Growth Factor betaReceptors, NotchTransforming Growth Factor betaadultfollicular atresiafolliculogenesishumanovarysignalling pathwaysspatial transcriptomicssteroidogenesis

Identifiers

PMID41886635
PMCPMC13230497

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Registered trials

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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.