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PubMed: 40574814 DOI: 10.3389/fcvm.2025.1593413

Exploring BMI's mediating influence on cardiovascular risk correlations with the triglyceride-glucose index: using NHANES and CHARLS cohorts.

Front Cardiovasc Med 12:1593413

Authors: Yimeng Jia, Shuo Zhang, Junjie Liu

Affiliations

  • College of Clinical Medicine, North China University of Science and Technology, Tangshan, China.
  • College of Clinical Medicine, North China University of Science and Technology, Tangshan, China. Department of Critical Care Medicine, Affiliated Hospital of North China University of Science and Technology, Tangshan, China.

Abstract

Objective

This investigation employed population-based datasets to elucidate the pathophysiological interplay between triglyceride-glucose index (TyG) and incident cardiovascular disease (CVD), and quantify the extent to which body mass index (BMI) operates as a biological mediator within this association, utilizing a dual-cohort analytical framework.

Methods

In this study, 17,976 Americans from the NHANES (1999-2020) and 6,218 Chinese from the CHARLS (2011-2020) were included. To investigate the intricate link between the TyG index, BMI and CVD, researchers employed weighted multiple logistic regression, linear regression, restricted cubic spline (RCS) analysis, mediation analysis, and subgroup analysis.

Results

Among the study population, 1,895 Americans and 1,798 Chinese were diagnosed with cardiovascular disease (CVD). The regression analysis indicated that individuals in the higher quartile of the TyG index had a significantly greater risk of developing CVD (NHANES: P < 0.01, 95% CI: 1.11-1.78; CHARLS: P < 0.001, 95% CI: 1.37-1.89). In both surveys, participants with elevated TyG indices and BMI levels exhibited the highest incidence of CVD. The TyG index significantly affected CVD in both the NHANES and CHARLS cohorts. The total effect in the NHANES cohort was 1.438 × 10 -3 (P < 0.001), and in the CHARLS cohort, it was 0.007 (P < 0.001).

Conclusions

In this study, two independent cross-sectional cohort studies demonstrated significant positive correlations among TyG, BMI, and CVD. Multivariate analyses identified BMI as a partial mediator in the TyG-CVD pathway, with robust effect magnitudes remaining stable after controlling for age, sex, and other confounders.

MeSH

Body Mass Index, Cardiovascular Diseases, Mediation Analysis, Triglycerides

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