The TyG index combined with obesity index is significantly associated with the risk for CVD in middle-aged and old adults in China, with TyG-BMI showing the strongest association (HR 1.74, 95%CI: 1.51-2.01) comparing Q4 to Q1.
Key Findings
Results
High levels of TyG index were significantly associated with increased CVD risk in middle-aged and older Chinese adults.
Study population: 6,158 middle-aged and older adults without CVD at baseline from the China Health and Retirement Longitudinal Study (2011–2020).
1,639 CVD events occurred during the 9-year follow-up period.
Compared with Q1, the HR for TyG in Q4 was 1.36 (95%CI: 1.19–1.57) after adjusting for confounding factors.
RCS analysis showed a linear association between TyG and CVD risk.
Results
TyG-BMI showed the strongest association with CVD risk among all composite metabolic indexes examined.
Compared with Q1, the HR for TyG-BMI in Q4 was 1.74 (95%CI: 1.51–2.01).
This was the highest hazard ratio among the four indexes evaluated (TyG, TyG-BMI, TyG-WHtR, TyG-WWI).
RCS analysis showed a linear association between TyG-BMI and CVD risk.
Cox proportional hazard regression was used with adjustment for confounding factors.
Results
TyG-waist-to-height ratio (TyG-WHtR) was significantly associated with CVD risk in a non-linear fashion.
Compared with Q1, the HR for TyG-WHtR in Q4 was 1.55 (95%CI: 1.34–1.79).
RCS analysis revealed a non-linear association between TyG-WHtR and CVD risk.
This differed from TyG and TyG-BMI, which showed linear associations.
Results
TyG-weight-adjusted-waist index (TyG-WWI) was significantly associated with CVD risk in a non-linear fashion.
Compared with Q1, the HR for TyG-WWI in Q4 was 1.38 (95%CI: 1.20–1.60).
RCS analysis showed a non-linear association between TyG-WWI and CVD risk.
The association pattern was similar to TyG-WHtR (both non-linear) and distinct from TyG and TyG-BMI (both linear).
Results
The associations between TyG-based composite indexes and CVD risk were consistent across subgroups defined by age, sex, education level, and hypertension status.
Subgroup analyses were conducted by age, sex, education level, and hypertension status.
All P values for interaction were >0.05, indicating no statistically significant effect modification.
The authors concluded that associations were 'in good agreement' across all subgroups tested.
Methods
The study used data from the China Health and Retirement Longitudinal Study spanning 2011 to 2020 with a 9-year follow-up.
6,158 middle-aged and older adults without CVD at baseline were included.
Cox proportional hazard regression model was the primary analytical method.
Kaplan-Meier curves and restricted cubic spline (RCS) analysis were used to explore dose-response relationships and nonlinear trends.
Four indexes were evaluated: TyG, TyG-BMI, TyG-WHtR, and TyG-WWI.
Huang R, Tong F, Luo Q, Gao Y, Zheng G, Chen X, et al.. (2026). [Association between triglyceride glucose index combined with obesity index and cardiovascular disease risk in middle-aged and old adults in China].. Zhonghua liu xing bing xue za zhi = Zhonghua liuxingbingxue zazhi. https://doi.org/10.3760/cma.j.cn112338-20250716-00494