ArticleCardiovascular diabetology2022
Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study.
Article in Cardiovascular diabetology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 96 papers, 1 of them a synthesis that pooled it.
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96 citing papers in PubMed, 1 synthesis or guideline pooled it, 188 citations in OpenAlex.
- The impact of triglyceride-glucose index on ischemic stroke: a systematic review and meta-analysis.Cardiovascular diabetology · 2023Pooled it
- Triglyceride-Glucose Index and Ischemic Stroke Burden in Permanent Versus Paroxysmal Atrial Fibrillation: A Real-World Retrospective Cohort Study.Metabolites · 2026Article
- Development and validation of a triglyceride-glucose index-based nomogram for predicting risk in STEMI patients undergoing primary PCI.BMC cardiovascular disorders · 2026Article
- Differential associations between novel triglyceride-glucose-obesity indices and incident stroke in individuals with early-stage cardiovascular-kidney-metabolic syndrome: a longitudinal cohort study.Cardiovascular diabetology · 2026Article
- Sex-specific performance of composite metabolic-adiposity indices in identifying hypertension and carotid atherosclerosis: a cross-sectional study of 154,873 Chinese adults.Scientific reports · 2026Article
- 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
- C-reactive protein-triglyceride glucose index as a predictor of heart failure risk in adults with MASLD: a prospective cohort study.Scientific reports · 2026Article
- Association between the triglyceride-high-density lipoprotein-glucose-body index and new-onset stroke risk: a prospective cohort study.Lipids in health and disease · 2026Article
- Short-term trajectories of TyG-WHtR and hs-CRP and their joint impact on stroke risk in early CKM syndrome: evidence from Chinese national cohort.Scientific reports · 2026Article
- Joint associations of anthropometric indices and C-reactive protein-triglyceride-glucose index with incident hypertension: a stratified analysis by blood pressure level from the CHARLS, 2011-2020.Cardiovascular diabetology · 2026Article
- Association between cumulative exposure to cardiometabolic index and risk of heart failure: a prospective cohort study.ESC heart failure · 2026Article
- Review
- Dynamic TyG trajectories cumulative TyG burden are associated with in-hospital mortality in acute brain injury: a multicenter interpretable machine-learning analysis.Frontiers in nutrition · 2026Article
- The correlation between the trajectory of plasma atherosclerosis-inducing index in the examination population and the risk of developing metabolic dysfunction-associated steatotic liver disease.Frontiers in endocrinology · 2026Article
- Cumulative triglyceride-glucose-body mass index exposure and cardiovascular disease risk: findings from the Kailuan study.Frontiers in cardiovascular medicine · 2026Article
- Longitudinal trajectories of the triglyceride-glucose index and risk of incident type 2 diabetes in adults undergoing repeated health examinations.Frontiers in endocrinology · 2026Article
- Ultrasound-defined fatty liver and the risk of progression from preclinical to clinical obesity: a prospective cohort study.Frontiers in nutrition · 2026Article
- Association between triglyceride-glucose index and depression in middle-aged and older adults with hypertension: insights from the CHARLS study.Scientific reports · 2025Article
- Observational
- Triglyceride-glucose index variability and risk of all-cause and cardiovascular mortality.Scientific reports · 2025Article
36 more citing papers are in PubMed but not listed here.
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Authors and funding
13 authors at 7 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIt has been suggested that the baseline triglyceride-glucose (TyG) index, a simple surrogate measure for insulin resistance, is significantly associated with the occurrence of stroke. Nevertheless, the impact of longitudinal patterns of TyG on the stroke risk in hypertensive patients is still unknown. Hence, this study aimed to investigate the association between TyG index trajectory and stroke risk among hypertensive patients.
methodsThis prospective study included 19,924 hypertensive patients from the Kailuan Study who underwent three waves survey and were free of myocardial infarction, cancer and stroke before or during 2010. The TyG index was calculated as ln [fasting triglyceride (mg/dL) × fasting plasma glucose (mg/dL)/2], and latent mixed modelling was used to identify the trajectory of TyG during the exposure period (2006-2010). Furthermore, the Cox proportional hazard models were applied to estimate the hazard ratio (HR) and 95% confidence interval (CI) for incident stroke of different trajectory groups.
resultsFive distinct TyG trajectory were identified during 2006-2010: low-stable (n = 2483; range, 8.03-8.06), moderate low-stable (n = 9666; range, 8.58-8.57), moderate high-stable (n = 5759; range, 9.16-9.09), elevated-stable (n = 1741; range, 9.79-9.75), and elevated-increasing (n = 275; range, 10.38-10.81). During the median follow-up of 9.97 years, 1,519 cases of incident stroke were identified, including 1,351 with ischemic stroke and 215 with hemorrhage stroke. After adjusting for confounding variables, the HR and 95% CI of stroke were 2.21 (1.49,3.28) for the elevated-increasing group, 1.43 (1.13,1.83) for the elevated-stable group, 1.35 (1.10,1.64) for the moderate high-stable group, 1.26 (1.06,1.52) for the moderate low-stable group, respectively, when compare with the low-stable group. Similar results were observed in ischemic stroke, but a significant association was not found between TyG trajectory and risk of hemorrhage stroke.
conclusionA long-term elevated TyG index in hypertensive patients is associated with an increased risk of stroke, especially ischemic stroke. This finding implies that regular monitoring of TyG index may assist in identifying individuals at a higher risk of stroke among patients with hypertension.
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