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Journal Article Epublish 1 citation

PubMed: 40625397 DOI: 10.3389/fcvm.2025.1612121

The role of triglyceride-glucose index in the progression of cardiovascular-kidney-metabolic syndrome: findings from the China health and retirement longitudinal study.

Front Cardiovasc Med 12:1612121

Authors: Xingyu Zhou, Yisi Liu, Jiafei Peng, Xianliang Zhou, Hongtao Wei

Affiliations

  • National Clinical Research Center of Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
  • Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing, China. State Key Laboratory of Digestive Health, Beijing, China. National Clinical Research Center for Digestive Disease, Beijing, China. Beijing Key Laboratory of Early Gastrointestinal Cancer Medicine and Medical Devices, Beijing, China.
  • Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
  • Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
  • State Key Laboratory of Digestive Health, Beijing, China.
  • National Clinical Research Center for Digestive Disease, Beijing, China.
  • Beijing Key Laboratory of Early Gastrointestinal Cancer Medicine and Medical Devices, Beijing, China.

Abstract

Background

Cardiovascular-kidney-metabolic (CKM) syndrome is highly prevalent among adults and contributes substantially to cardiovascular morbidity and mortality. However, strategies for its early identification and prevention remain inadequately defined. The triglyceride-glucose (TyG) index, a surrogate marker of insulin resistance, may be associated with CKM progression, but its role across diverse populations and CKM progression patterns warrants further investigation.

Methods

A total of 6,311 participants from the China Health and Retirement Longitudinal Study (CHARLS) were included. Associations between the TyG index and CKM progression were assessed using Cox proportional hazards and restricted cubic spline models. Subgroup analyses were conducted by age (<65 vs. ≥65 years), sex, and baseline CKM stage. CKM progression was further categorized to explore associations with specific metabolic outcomes.

Results

Among 6,311 participants (mean age 57.8 years, 46.3% male), 31.3% experienced CKM progression over a median follow-up of 48 months. The TyG index was significantly associated with CKM progression in individuals aged ≥65 years, with a notable interaction between age and TyG (P for interaction <0.001). In participants with baseline CKM stage 0 or 1, higher TyG levels predicted greater CKM progression risk. A U-shaped relationship was observed in stage 0 (P = 0.018, P for non-linearity = 0.09), whereas a linear positive association was noted in stage 1 (P = 0.002, P for non-linearity = 0.008). Elevated TyG was primarily linked to subsequent hypertriglyceridemia in stage 0 (Q4 vs. Q1: HR 3.13, 95% CI 1.65-5.91, P < 0.001) and to future diabetes (Q4 vs. Q1: HR 2.85, 95% CI 1.56-5.22, P < 0.01), metabolic syndrome (Q4 vs. Q1: HR 1.62, 95% CI 1.10-2.37, P < 0.05), and hypertriglyceridemia (Q3 vs. Q1: HR 1.63, 95% CI 1.13-2.34, P < 0.01; Q4 vs. Q1: HR 2.21, 95% CI 1.58-3.08, P < 0.01) in stage 1.

Conclusion

Elevated TyG index is a significant predictor of CKM progression, particularly via the development of metabolic abnormalities. Its predictive value varies across age groups and CKM stages. Early screening and intervention targeting TyG levels, especially in older adults and those with early-stage CKM, may be critical for halting CKM progression and reducing future cardiovascular risk.

MeSH

Longitudinal Studies, Kidney, Hypertriglyceridemia, Triglycerides, Metabolic Syndrome, Retirement