Evidence map›Paper›PMID 40192902›Full record

ArticleAging clinical and experimental research2025

Revealing the mediating mechanisms between BMI and osteoarthritis: a Mendelian randomization and mediation analysis.

Hui Yu, Junxiang Wang, Xin Xu, Hui Li, Junfei Guo

Abstract read
In one paragraph

Article in Aging clinical and experimental research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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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3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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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

5 authors.

Hui YuDepartment of Joint Surgery, Honghui Hospital, Xi'an Jiaotong University, No. 555, Youyi East Road, Beilin District, Xi'an, Shaanxi, China.
Junxiang WangDepartment of Joint Surgery, Honghui Hospital, Xi'an Jiaotong University, No. 555, Youyi East Road, Beilin District, Xi'an, Shaanxi, China.
Xin XuDepartment of Joint Surgery, Honghui Hospital, Xi'an Jiaotong University, No. 555, Youyi East Road, Beilin District, Xi'an, Shaanxi, China.
Hui LiDepartment of Joint Surgery, Honghui Hospital, Xi'an Jiaotong University, No. 555, Youyi East Road, Beilin District, Xi'an, Shaanxi, China. lihui327@163.com.
Junfei GuoDepartment of Joint Surgery, Honghui Hospital, Xi'an Jiaotong University, No. 555, Youyi East Road, Beilin District, Xi'an, Shaanxi, China. drjfguo@163.com.

Funding

Postdoctoral Fund of Shaanxi Province 2023BSHGZZHQYXMZZ02the Science and Technology Program of Xi'an, Shaanxi Province 24YXYJ0085
6 · The paper itself

Abstract

backgroundDespite well-documented associations between Body mass index (BMI) and Osteoarthritis (OA), the specific biological pathways and mediators involved remain poorly understood. This study aims to explore mediators through which BMI influences OA risk, particularly knee osteoarthritis (KOA), using Mendelian Randomization (MR) and mediation analysis.

methodsWe used a two-step MR approach with data from the IEU OpenGWAS and FinnGen version 7 databases. BMI (N = 322,154) was the primary exposure, with knee disorders (KD), total bone mineral density (TBMD), metabolic disorders (MD), and anxiety disorders (AD) as potential mediators. Outcomes included KOA (N = 22,347), hip OA (HOA) (N = 11,989), and all OA (AllOA) (N = 50,508). Univariate MR evaluated causal relationships, followed by multivariate MR to quantify mediation effects. Multiple sensitivity analyses were conducted to validate robustness, while horizontal pleiotropy and heterogeneity were assessed using MR-Egger intercept and Cochran's Q statistic.

resultsBMI significantly increased the risk of KOA (odds ratio [OR]: 2.00, 95% confidence interval [CI]: 1.56-2.56), HOA (OR: 2.05, 95% CI: 1.40-2.98), and AllOA (OR: 1.66, 95% CI: 1.41-1.95). KD and TBMD significantly mediated the effect on KOA, with mediation proportions of 20.89% and 3.59%, respectively. MD and AD showed no significant effects. Sensitivity analyses supported the robustness of these findings. Horizontal pleiotropy and heterogeneity tests indicated minimal evidence of bias, supporting the reliability of our results.

conclusionsBMI increases OA risk, with KD and TBMD partially mediating the effect, particularly for KOA. The direct impact of BMI remains predominant, emphasizing the importance of weight reduction, joint protection, and physical activity as preventive measures.

Indexed as

Body Mass IndexOsteoarthritisOsteoarthritis, HipOsteoarthritis, KneeAgedBone DensityFemaleHumansMaleMediation AnalysisMendelian Randomization AnalysisMiddle AgedRisk FactorsBody mass indexBone mineral densityKnee disordersMediator analysisMendelian randomizationOsteoarthritis

Identifiers

PMID40192902
PMCPMC11976339

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.