Evidence map›Paper›PMID 42878779›Full record

ArticleInternational urology and nephrology2026

Associations between diet quality and testosterone: evidence from mixture and mediation analysis.

Huang Yu, Hui Xu, Chunlin Huang, Zhe Luo, Ke Li

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Article in International urology and nephrology, 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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5 authors.

Huang YuXinfeng County People's Hospital, No. 1 Ankang Road, Jiading Town, Xinfeng County, Ganzhou, 341600, Jiangxi, P.R. China. yuhuangepoch@163.com.ORCID https://orcid.org/0009-0008-7475-5496
Hui XuXinfeng County People's Hospital, No. 1 Ankang Road, Jiading Town, Xinfeng County, Ganzhou, 341600, Jiangxi, P.R. China.
Chunlin HuangXinfeng County People's Hospital, No. 1 Ankang Road, Jiading Town, Xinfeng County, Ganzhou, 341600, Jiangxi, P.R. China.
Zhe LuoXinfeng County People's Hospital, No. 1 Ankang Road, Jiading Town, Xinfeng County, Ganzhou, 341600, Jiangxi, P.R. China.
Ke LiXinfeng County People's Hospital, No. 1 Ankang Road, Jiading Town, Xinfeng County, Ganzhou, 341600, Jiangxi, P.R. China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile higher diet quality is associated with improved testosterone levels, prior population-based evidence relied on binary testosterone deficiency outcomes. The continuous dose-response relationship, component-specific contributions and adiposity-mediated mechanisms linking diet quality to testosterone remain unclear.

objectiveTo examine the association between overall diet quality and serum testosterone in adult men, identify key dietary components and evaluate adiposity-mediated pathways.

methodsThis cross-sectional study included 5434 adult males from the National Health and Nutrition Examination Survey (2011-2016). Diet quality was assessed using Healthy Eating Index-2020 (HEI-2020) from 24-h dietary recalls. Testosterone was quantified by liquid chromatography-tandem mass spectrometry. Associations were evaluated using multivariable linear regression, restricted cubic spline analysis, mixture models (weighted quantile sum, quantile g-computation and Bayesian kernel machine regression) and mediation analysis.

resultsHigher HEI-2020 scores were significantly associated with increased log-transformed total testosterone (β per 10-point increase = 0.015; 95% CI: 0.002-0.028; P = 0.028), demonstrating a significant positive linear dose-response relationship. Mixture analyses assigned highest relative weights to sodium and dairy components. The effects were potentially mediated through body mass index and waist circumference.

conclusionsHigher overall diet quality exhibits a positive linear association with elevated serum testosterone in adult men. In exploratory mixture and mediation analyses, sodium, dairy and adiposity were identified as possible contributors.

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DietsMediationMixture modelNational health and nutrition examination surveyTestosterone

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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.