Evidence mapPaperPMID 41549242Full record

ArticleBMC musculoskeletal disorders2026

Integration of clinical features and metabolomics study reveals sex dimorphism in knee osteoarthritis.

Yuhan Zhang, Yonghui Jiang, Hui Zhao, Qixian Jia, Gengchen Feng, Ziyi Yang, Wei Zhang

Abstract read
In one paragraph

Article in BMC musculoskeletal disorders, 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.

Yuhan Zhang *Department of Orthopaedics, Shandong Provincial Hospital, Shandong University, Jinan, 250021, Shandong, China.
Yonghui Jiang *Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, 250012, Shandong, China.
Hui ZhaoDepartment of Obstetrics and Gynaecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.
Qixian JiaDepartment of Orthopaedics, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.
Gengchen FengDepartment of Orthopaedics, Shandong Provincial Hospital, Shandong University, Jinan, 250021, Shandong, China.
Ziyi YangDepartment of Orthopaedics, Shandong Provincial Hospital, Shandong University, Jinan, 250021, Shandong, China.
Wei ZhangDepartment of Orthopaedics, Shandong Provincial Hospital, Shandong University, Jinan, 250021, Shandong, China. weizhang80s@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Knee osteoarthritis (KOA) is a significant public health concern with increasing prevalence worldwide, exhibiting notable gender disparities in symptom phenotypes. Despite the recognized sexual dimorphism in OA, reliable biomarkers reflecting these gender differences are lacking. This study involved 60 KOA patients from whom we gathered clinical data, urine, and serum samples. Through exploratory metabolomic analysis using untargeted liquid chromatography-tandem high-resolution mass spectrometry (LC-HRMS), we identified candidate sex-specific metabolites. Correlation and least absolute shrinkage and selection operator (LASSO) regression analyses were conducted to identify potential clinical and metabolite markers. Our findings suggest testosterone as a candidate clinical marker showcasing sex differences in KOA. Through the exploration of associations between clinical parameters and metabolic profiles, we pinpointed 3 alpha-diol-3G, a metabolite stemming from the androgen pathway, as a potential marker for sexual dimorphism. This research delivers an investigational sex-specific clinical-metabolic landscape of KOA. Furthermore, our results indicate the potential of androgen-related metabolites, especially testosterone and 3 alpha-diol-3G, which are associated with the gender-specific phenotype of KOA, offering fresh insights and targets worthy of further investigation for the sex-specific pathogenesis of KOA.

Indexed as

MetabolomicsOsteoarthritis, KneeSex CharacteristicsAgedBiomarkersChromatography, LiquidFemaleHumansMaleMiddle AgedTestosteroneBiomarkersTestosterone3 alpha-diol-3GInflammationKnee osteoarthritisMetabolomicsSexual dimorphism

Identifiers

PMID41549242
PMCPMC12903561

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.