ArticleCardiovascular diabetology. Endocrinology reports2025
Associations between novel triglyceride-glucose-related indices and the incidence of hypertension among Chinese middle-aged and elderly adults: a nationwide prospective cohort study.
Article in Cardiovascular diabetology. Endocrinology reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Combined effects of cumulative triglyceride-glucose and blood pressure on stroke in middle-aged and older Chinese adults: a longitudinal analysis.Journal of global health · 2026Article
- Sex-Specific Associations Between Cadmium Exposure and Mortality Risk in Cardiovascular Disease Patients: A Cohort Study Integrating Molecular Mechanisms of Myocardial Dysfunction.Cardiovascular toxicology · 2026Article
- Association of the triglyceride glucose-Chinese visceral adiposity index with incident cardiometabolic multimorbidity in middle-aged and older adults: a nationwide prospective cohort study.Cardiovascular diabetology · 2026Article
- Association of the triglyceride-glucose index with blood pressure and hypertension in a large adult population: A cross-sectional study.SAGE open medicine · 2026Article
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5 authors.
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Abstract
backgroundNovel triglyceride-glucose-related(TyG-related) indices have garnered increasing interest as predictors of cardiometabolic risk. However, their prospective associations with the incidence of hypertension among middle-aged and elderly adults are insufficiently characterized.
methodsWe analysed 4,541 participants aged 45 years or older, with no history of hypertension at baseline, from the China Health and Retirement Longitudinal Study (CHARLS). Cox proportional hazards regression and restricted cubic spline (RCS) regression analyses were applied to assess the associations between the novel TyG-related indices and incident hypertension. Time-dependent ROC curves were used to assess the predictive discriminatory ability of the model at different time points over time. We used the NRI and IDI to evaluate the improvement in risk prediction capability of TyG-related indices compared to the TyG index alone and BMI. The robustness of the study findings was examined, to some extent, through subgroup and sensitivity analyses.
resultsIn the longitudinal analysis, 1,484 participants (32.7%) experienced an new-onset hypertension. In fully adjusted models, each 1-SD increase in TyG–BRI, TyG–ABSI, TyG–WWI, and TyG–CVAI was associated with hypertension hazards of 1.21 (95% CI, 1.14–1.28), 1.09 (1.03–1.16), 1.12 (1.05–1.19), and 1.21 (1.18–1.28), respectively. RCS analysis revealed a significant positive linear association between TyG-related indices and the risk of incident hypertension. The time-dependent ROC curves demonstrated that TyG-BRI and TyG-CVAI consistently exhibited higher AUC values over time compared with TyG-ABSI and TyG-WWI, indicating better discriminatory performance, although the Delong test suggested that these differences were not statistically significant in most cases. TyG-BRI and TyG-CVAI demonstrated better predictive performance compared to the TyG index and base model, as evidenced by higher improvements in both NRI and IDI across multiple follow-up periods. The findings were consistent across multiple subgroup and sensitivity analyses.
conclusionAll four TyG-related indices were significantly associated with the risk of incident hypertension among middle-aged and older Chinese adults, emphasizing the need to increase attention to these indices to enhance hypertension detection and prevention in this population.
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