Evidence map›Paper›PMID 42523703›Full record

ArticleFrontiers in endocrinology2026

The mediating role of testosterone in the relationship between body fat percentage and diabetes mellitus risk.

Dongdong Wang, Congcong Jiao

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Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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2 authors.

Dongdong WangDepartment of Nephrology, The Fourth Affiliated Hospital of Nanjing Medical University (Nanjing Pukou Hospital), Nanjing, China.
Congcong JiaoDepartment of Nephrology, Shengjing Hospital of China Medical University, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity is one of the major risk factors for diabetes mellitus (DM), and testosterone plays a pivotal role in metabolic regulation. However, it remains unclear whether testosterone exerts a mediating effect in the association between body fat percentage (BFP) and DM. Methods: Clinical data (N = 4433) from Shengjing Hospital were used to assess the BFP-DM association, modeled via restricted cubic spline (RCS). Cross-sectional data from the National Health and Nutrition Examination Survey (NHANES, N = 4772) were then used for observational validation of the mediating pathway and analysis of gender differences. Cross-sectional NHANES data validated the mediating pathway and examined gender differences. Causal relationships of BFP with a mediator (testosterone) and outcomes (blood glucose, T1DM, T2DM) were evaluated using Mendelian randomization (MR), with inverse variance weighting (IVW) as the primary analysis. Sensitivity analyses (MR-Egger, weighted median, MR-PRESSO) assessed pleiotropy and heterogeneity. Results: Clinical data showed BFP was associated with DM (OR = 2.684, 95% CI 1.981-3.638). NHANES results indicated testosterone may mediate the BFP-DM association, accounting for 6.24% (95% CI 2.84%-10.68%) of the total effect, with significant gender differences: significant in males (14.92%, 95% CI 6.49%-25.29%) but not in females. MR analysis validated these associations: higher BFP may elevate blood glucose (OR = 1.147, 95% CI 1.097-1.200) and T2DM risk (OR = 2.456, 95% CI 2.120-2.845), while reducing testosterone (OR = 0.614, 95% CI 0.521-0.724). Mediation analysis showed testosterone partially mediated BFP's effect on blood glucose (8.63%, 95% CI 2.19%-15.10%) and T2DM risk (3.80%, 95% CI 0.62%-6.98%), but no significant mediation was found for BFP and T1DM. Conclusion: This study speculates that testosterone partially mediates the effect of BFP on DM risk, especially in males. However, further prospective studies are needed to confirm these findings.

Indexed as

Adipose TissueDiabetes MellitusDiabetes Mellitus, Type 2ObesityTestosteroneAdultBlood GlucoseCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsBlood GlucoseTestosteronebody fat percentagecross-sectional studydiabetes mellitusmediation analysisMendelian randomizationtestosterone

Identifiers

PMID42523703
PMCPMC13407105

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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.