Abstract
Background and aim: We investigated whether the Triglyceride–Glucose (TyG) Index is associated with the incidence risk of heart failure (HF) in a longitudinal setting in the general population. Methods and results: The study used data from the national health screening cohort database of South Korea from 2002 to 2019. The TyG index was calculated as a time-dependent covariate or the average value of at least three measurements throughout the follow-up period. The outcome of interest was incident HF. A total of 293,966 individuals were included in this study. During a median 9.58 years, 27,852 individuals (9.47 %) were diagnosed with HF. Considering a multivariable time-dependent Cox proportional hazards model, a per-unit increase in TyG index significantly increased the risk of HF in the entire cohort (hazard ratio [HR], 1.044; 95 % confidence interval [CI], 1.022–1.067), diabetes mellitus (DM) subcohort (HR, 1.054; 95 % CI, 1.013–1.097), and non-DM subcohort (HR, 1.041; 95 % CI, 1.015–1.068). Compared to the lowest quartile, the highest quartile was positively associated with the incidence risk of HF, with an accompanying significant P-value for the trend (HR, 1.118; 95 % CI, 1.077–1.160 in the entire cohort) Conclusion: Our study demonstrates that a repeatedly measured TyG index is associated with the incidence risk of HF.
| Original language | English |
|---|---|
| Article number | 104127 |
| Journal | Nutrition, Metabolism and Cardiovascular Diseases |
| Volume | 35 |
| Issue number | 11 |
| DOIs | |
| State | Published - Nov 2025 |
Bibliographical note
Publisher Copyright:© 2025 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University
Keywords
- Diabetes mellitus
- Heart failure
- Insulin resistance
- Triglyceride–glucose index