Observational studyScientific reports2025
Joint association of triglyceride-glucose index and obesity indicators with stroke risk: a nationwide prospective cohort study.
Observational study in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Joint association of body roundness index and HOMA-IR with risk of MASLD in Korean populations.BMC endocrine disorders · 2026Article
- Association between insulin resistance surrogate markers and cardiovascular disease risk in individuals with subclinical metabolic disorders: a prospective cohort study based on baseline levels, cumulative exposure, and longitudinal trajectories.Cardiovascular diabetology · 2026Article
- Comparative Analysis of Surrogate Insulin Resistance Indexes in Cardiometabolic Multimorbidity: A Cross-Sectional Study.Reviews in cardiovascular medicine · 2026Article
- Simplicity meets accuracy: TyG-Waist as a practical alternative to CVAI for type 2 diabetes prediction in high-risk Chinese adults.BMC endocrine disorders · 2026Article
- Triglyceride glucose index-a body shape index (TyG-ABSI) outperforms traditional obesity indices in predicting all-cause and cardiovascular mortality in metabolic-dysfunction associated steatotic liver disease: the mediating role of biological aging.Cardiovascular diabetology · 2026Article
- Association between the triglyceride-glucose-frailty index and all-cause and cardiovascular mortality in individuals with cardiovascular-kidney-metabolic syndrome: the mediating role of the poverty-income ratio.Cardiovascular diabetology · 2026Article
- Association between the newly proposed triglyceride glucose-a body shape index (TyG-ABSI) and atherosclerotic cardiovascular disease in the general population: modest diagnostic improvement compared with traditional TyG-related parameters.Cardiovascular diabetology · 2026Article
- Dose-response relationships of normal blood lipid levels in metabolic and endocrine diseases: mechanistic similarities, differences, and functional insights.Frontiers in endocrinology · 2026Review
- Association of triglyceride-glucose muscle loss index with major adverse cardiovascular events in angina patients: the potential mediating role of inflammation.Frontiers in medicine · 2026Article
- Association of the Triglyceride-Glucose Index and Its Central Obesity Derivatives with Peripheral Artery Disease in Type 2 Diabetes: A Cross-Sectional Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
The triglyceride-glucose (TyG) index has been identified as an independent predictor of stroke risk. However, the comprehensive impact of combined indices, integrating TyG with obesity indicators such as body mass index (BMI), waist circumference (WC), and waist-to-height ratio (WHtR), on stroke risk remains insufficiently explored. Furthermore, there is a paucity of research on combined indices involving TyG and other obesity indicators like the weight-adjusted waist index (WWI), body roundness index (BRI), and a body shape index (ABSI). This study aimed to comprehensively evaluate the combined impact of TyG with various obesity indicators on stroke risk and to investigate their potential associations. This observational cohort study included 8,730 participants from the China Health and Retirement Longitudinal Study (CHARLS). Cox proportional hazards models, smooth curve fitting, and threshold effect analysis were employed to explore the potential relationships between the combined indices and stroke risk. The predictive value of TyG alone, obesity indicators, and the combined indices for stroke risk was compared using the area under the receiver operating characteristic (ROC) curve (AUC), and was validated by Delong test. Kaplan-Meier curves were used to illustrate the cumulative incidence of stroke events. Over a median follow-up of 7 years, 456 (5.20%) incident stroke cases were identified. After adjusting for confounding factors, non-linear relationships were observed between TyG-WC, TyG-WHtR, TyG-WWI, TyG-ABSI and stroke risk, demonstrating significant dose-response relationships (all P < 0.05 for the log-likelihood ratio test); conversely, TyG, TyG-BMI, and TyG-BRI exhibited linear relationships with stroke risk (The p values respectively: p < 0.001, p = 0.004, p = 0.019). The highest stroke risk incidence (7.55%) was observed in the Q4 group of TyG-WC. Furthermore, the combined indices showed higher AUC values for stroke risk compared to TyG or obesity indicators alone. Combined indices of TyG and obesity indicators are significantly associated with stroke risk. Combined obesity indicators with the TyG index may provide additional predictive utility for stroke risk compared to the TyG index alone. The combined assessment of the TyG index and obesity indicators could be considered in stroke risk assessment and primary prevention.
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