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ORIGINAL RESEARCH article

Front. Endocrinol.

Sec. Clinical Diabetes

Volume 16 - 2025 | doi: 10.3389/fendo.2025.1645344

This article is part of the Research TopicThe Role of Normal Blood Lipid Levels in Metabolic and Endocrine DiseasesView all 5 articles

Threshold Effect and Age Interaction of TyG Index on Diabetes Incidence in Normolipidemic Population: A Multicenter Cohort Study

Provisionally accepted
  • 1Jieyang People's Hospital, Jieyang, China
  • 2Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China

The final, formatted version of the article will be published soon.

Background: Although the triglyceride-glucose (TyG) index-diabetes association has been widely studied, its relationship in normolipidemic populations remains poorly understood. Methods: A retrospective cohort of 60,103 normolipidemic Chinese adults was included from routine health screening programs conducted across 32 healthcare institutions in China. Data collection included demographic characteristics, anthropometric measurements, serum biochemical parameters, smoking and alcohol consumption history, and family history of diabetes. We employed multivariable Cox regression, restricted cubic spline analysis, threshold effect analysis, stratified analysis, and interaction tests to comprehensively assess the association between the TyG index and incident diabetes. Results: Multivariable-adjusted Cox regression revealed a robust positive association between the TyG index and incident diabetes in normolipidemic subjects (HR: 10.10, 95% CI: 7.94–12.84, P < 0.001). Restricted cubic spline analysis detected a nonlinear relationship, with a critical threshold at TyG ≥8.53, beyond which diabetes risk increased exponentially (HR: 51.84, 95% CI: 24.83–108.24, P < 0.001). Despite consistent findings across subgroups, a significant interaction with age was detected (P for interaction < 0.05). Conclusions: In normolipidemic individuals, the TyG index demonstrated a nonlinear positive association with diabetes risk, particularly above 8.53. It can serve as an early warning signal for diabetes risk in normolipidemic individuals, facilitating personalized prevention strategies for diabetes prevention and control.

Keywords: Triglyceride-glucose index, diabetes, Age interaction, cohort study, Nonlinear relationship

Received: 11 Jun 2025; Accepted: 17 Oct 2025.

Copyright: © 2025 Lin, Wu, Chen, Chen, Xia, Lu, Cai and Huang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Weihan Lin, linwhan@126.com
Juan Wu, juanwuluck@163.com

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