Evidence map›Paper›PMID 42818473›Full record

ArticleResearch square2026

Multimodal profiling establishes ovarian fibrosis as a measurable and targetable hallmark of human reproductive aging.

Lydia Hughes, Emily Zaniker-Gomez, Pooja R Devrukhkar, Subhasri Biswas, Alexis Trofimchuk, Tomiris Atazhanova, Joan K Riley, Anna Kleinhans, Man Zhang, Signe Holm Nielsen and 4 more

Abstract readPreprint
In one paragraph

Article in Research square, 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

14 authors.

Lydia HughesDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Emily Zaniker-GomezDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Pooja R DevrukhkarDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Subhasri BiswasAging & Metabolism Research Program, Oklahoma Medical research foundation, Oklahoma City, OK, USA.ORCID 0000-0002-7204-5158
Alexis TrofimchukDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Tomiris AtazhanovaDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Joan K RileyDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Anna KleinhansDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Man ZhangDepartment of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Signe Holm NielsenNordic Bioscience, Herlev, Denmark.
Morten KarsdalNordic Bioscience, Herlev, Denmark.
Michael B StoutAging & Metabolism Research Program, Oklahoma Medical research foundation, Oklahoma City, OK, USA.ORCID 0000-0002-9996-9123
Elnur BabayevDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.ORCID 0000-0003-2948-6342
Francesca E DuncanDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.ORCID 0000-0002-3756-9394

Funding

Research Career Development in Obstetrics and GynecologyK12HD050121 · NICHD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Serdar E. Bulun · 2005 to 2026
$7.2M
Dissecting Inflammatory and Immune Mechanisms Driving Ovarian Tissue AgingR01AG099844 · NIA · OKLAHOMA MEDICAL RESEARCH FOUNDATION · PI Sarah Renee Ocanas, Michael B Stout · 2026 to 2026
$711k
Follicle-Inherent Biomechanical Mechanisms Underlying OvulationF30HD113284 · NICHD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI ZANIKER, EMILY · 2024 to 2025
$90k
NIA NIH HHS R01 AG099844NICHD NIH HHS F30 HD113284NICHD NIH HHS K12 HD050121
6 · The paper itself

Abstract

Ovarian aging underpins infertility, systemic morbidity, and mortality in women. Stromal fibrosis is implicated in ovarian aging but has not been defined in the human ovary in situ. We integrated shear wave elastography (SWE), extracellular matrix (ECM) neoepitope fingerprinting, and single-cell RNA sequencing of follicular fluid aspirates within the same individual to comprehensively profile ovarian fibrosis. In an age-stratified cohort (≤33 and ≥37 years; N=32), age predicted ovarian stiffness, while mean stiffness was independently associated with reduced oocyte yield and follicular efficiency. ECM profiling revealed a dynamic fibrotic index favoring formation over degradation products. Single-cell transcriptomics demonstrated an age-associated fibroinflammatory stromal program enriched in pro-fibrotic pathways with stromal-immune crosstalk. In a larger validation cohort (25-45 years; N=100), age was similarly associated with ovarian stiffness. Thus, ovarian fibrosis is a quantifiable hallmark of human reproductive aging and represents a robust potential non-invasive biomarker and target for therapeutic intervention.

Identifiers

PMID42818473
PMCPMC13622816

What OpenQuestion holds

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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.