Evidence map›Paper›PMID 41913472›Full record

ArticleEndocrinology, diabetes & metabolism2026

Interaction and Joint Effects of Inflammation and Triglyceride-Glucose (TyG) Index on Hyperuricemia Risk and the Mediating Role of TyG: A Cross-Sectional Study.

Xueran Huang, Pengfei Chen, Yongfen Gao, Zengnan Mo, Haiying Zhang, Rui Lin

Abstract read
In one paragraph

Article in Endocrinology, diabetes & metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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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

6 authors.

Xueran HuangSchool of Public Health, Guangxi Medical University, Nanning, China.ORCID https://orcid.org/0000-0002-1829-5391
Pengfei ChenSchool of Public Health, Guangxi Medical University, Nanning, China.ORCID https://orcid.org/0009-0005-6572-9374
Yongfen GaoSchool of Public Health, Guangxi Medical University, Nanning, China.ORCID https://orcid.org/0009-0000-3538-4962
Zengnan MoCenter for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi, Guangxi Medical University, Nanning, China.ORCID https://orcid.org/0000-0002-3047-3138
Haiying ZhangSchool of Public Health, Guangxi Medical University, Nanning, China.ORCID https://orcid.org/0000-0002-3823-7498
Rui LinSchool of Public Health, Guangxi Medical University, Nanning, China.ORCID https://orcid.org/0000-0002-3846-9301

Funding

National Natural Science Foundation of China 82060593National Natural Science Foundation of China 82273618Natural Science Foundation of Guangxi Province 2018GXNSFDA050019Natural Science Foundation of Guangxi Province 2025GXNSFDA069012
6 · The paper itself

Abstract

backgroundThe chronic inflammation and insulin resistance (IR) are implicated in hyperuricemia (HUA) pathogenesis, while their interplay remains inadequately characterised. This study aimed to investigate their independent, interactive, and combined effects on HUA risk and serum uric acid (UA) levels, and to quantify the mediating effect of IR in the Southern Chinese population.

methodsA cross-sectional study was conducted among 5307 Chinese adults. The triglyceride-glucose (TyG) index served as an alternative marker for IR, and a modified inflammation (mINFLA) score, comprising white blood cell (WBC) count, platelet (PLT) count, and the neutrophil-to-lymphocyte ratio (NLR), was used to assess systemic low-grade inflammation. The multivariable logistic and linear regression models were employed to explore the associations of the TyG index and mINFLA score with HUA risk and UA levels, and the interaction effects and mediating role of the TyG index were further assessed. Subgroup analyses were stratified by age, sex, and disease status.

resultsAmong 5307 Chinese adults, a higher TyG index and a higher mINFLA score were significantly associated with an increased HUA risk and elevated UA levels, demonstrating significant dose-response relationships (p for trend < 0.001). A significant interaction was observed between the TyG index and mINFLA score in relation to HUA risk and UA levels. Participants exhibiting both high TyG index and mINFLA score had the highest HUA risk and UA levels. Notably, mediation analysis revealed that the TyG index significantly explained 15.4% of the association between the mINFLA score and HUA risk, and 14.5% of the association with UA levels.

conclusionChronic inflammation is an independent risk factor for hyperuricemia, with insulin resistance serving as a key mediating factor. Furthermore, these two factors exhibit a significant joint effect on hyperuricemia risk. These findings underscore the importance of simultaneously considering both insulin resistance and chronic inflammation in hyperuricemia prevention and management.

Indexed as

Blood GlucoseHyperuricemiaInflammationTriglyceridesAdultAgedBiomarkersChinaCross-Sectional StudiesFemaleHumansInsulin ResistanceMaleMiddle AgedRisk FactorsUric AcidBiomarkersBlood GlucoseTriglyceridesUric Acidhyperuricemiainflammation scoreinteraction effectmediation effecttriglyceride–glucose index

Identifiers

PMID41913472
PMCPMC13580815

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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.