articleCardiovascular DiabetologyJan 24, 2026GOLD OA

Association between the combined c-reactive protein-triglyceride glucose index and hypertension with long-term stroke among cardiovascular-kidney-metabolic syndrome stages 0–3 population: a nationwide prospective cohort study

First Affiliated Hospital of Xi'an Jiaotong University · Xi'an Jiaotong University · +1 more institution

PubMed
Indexed incrossrefdoajpubmed

Abstract

Background

Stroke is one of the advanced outcomes of cardiovascular kidney metabolic syndrome (CKM). The combined effects of inflammation, insulin resistance, and hypertension in stroke remain to be fully elucidated in population studies. This study investigates the association between the composite TyG inflammation index (c-reactive protein-triglyceride glucose index, CTI) and hypertension with long-term stroke.

Methods

This longitudinal cohort study included 9082 participants from the China Health and Retirement Longitudinal Study (CHARLS). The associations with stroke risk were assessed using Cox proportional hazards models and Kaplan-Meier analysis, while predictive performance was evaluated using ROC curves and time-dependent AUC. The contribution of each component was determined by Weighted Quantile Sum (WQS) regression. Subgroup analysis and sensitivity analysis were also conducted.

Citation impact

5
total citations
FWCI
83.99
Percentile
100%
References
33
Too recent for citation history.

Authors

6

Topics & keywords

Keywords
  • Prospective cohort study
  • Angiology
  • Diabetes mellitus
  • Stroke (engine)
  • Cohort study
  • Risk stratification
  • Stroke risk
  • United Kingdom Prospective Diabetes Study
No related works found for this paper.

Funding