ArticleFrontiers in endocrinology2023
Association of novel lipid indicators with the risk of stroke among participants in Central China: a population-based prospective study.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 33 citations in OpenAlex.
- Triglyceride-glucose waist-to-height ratio improves risk stratification for depressive symptoms: evidence from NHANES.European archives of psychiatry and clinical neuroscience · 2026Article
- Association between the triglyceride glucose-waist-to-height ratio and stroke risk among middle-aged and elderly Chinese adults.BMC endocrine disorders · 2025Article
- Elevated triglyceride-glucose index and its combination with anthropometric indices as indicators of the risk of new-onset transient ischemic attack: a prospective cohort study.Cardiovascular diabetology · 2025Article
- Non-linear relationship between the triglyceride glucose-a body shape index and stroke risk: a prospective cohort study from the China health and retirement longitudinal study.Diabetology & metabolic syndrome · 2025Article
- Observational
- Joint association of triglyceride-glucose index and obesity indicators with stroke risk: a nationwide prospective cohort study.Scientific reports · 2025Observational
- Article
- Association of novel triglyceride-glucose-related indices with incident stroke in early-stage cardiovascular-kidney-metabolic syndrome.Cardiovascular diabetology · 2025Article
- Association of the triglyceride glucose-waist height ratio with asymptomatic intracranial arterial stenosis.Lipids in health and disease · 2025Article
- Association between the triglyceride glucose-Chinese visceral adiposity index and new-onset stroke risk: a national cohort study.Cardiovascular diabetology · 2025Article
- A comprehensive analysis of stroke risk factors and development of a predictive model using machine learning approaches.Molecular genetics and genomics : MGG · 2025Article
- Article
- Comparative Predictive Value of the TyG Index and UHR for Lower Extremity Artery Disease in Type 2 Diabetes: A Retrospective Analysis.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
- Relationship between all-cause mortality and triglyceride-glucose-body mass index in elderly patients with intravenous thrombolysis for acute ischemic stroke: a retrospective cohort study.Frontiers in neurology · 2025Article
- Insulin resistance and sarcopenia: a prognostic longitudinal link to stroke risk in middle-aged and elderly Chinese population.BMC public health · 2024Article
- The nonlinear relationship between triglyceride glucose-waist circumference and stroke risk in middle-aged and elderly people: a nationwide prospective cohort study of the CHARLS.Lipids in health and disease · 2024Observational
- Non-insulin-based insulin resistance indices predict early neurological deterioration in elderly and middle-aged acute ischemic stroke patients in Northeast China.Scientific reports · 2024Article
- Association of triglyceride-glucose index and its related parameters with atherosclerotic cardiovascular disease: evidence from a 15-year follow-up of Kailuan cohort.Cardiovascular diabetology · 2024Article
- Long-term survival in stroke patients: insights into triglyceride-glucose body mass index from ICU data.Cardiovascular diabetology · 2024Article
- Link between triglyceride-glucose-body mass index and future stroke risk in middle-aged and elderly chinese: a nationwide prospective cohort study.Cardiovascular diabetology · 2024Article
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Several easily and inexpensively measured indicators of visceral adiposity dysfunction are currently available, but it remains unclear whether they are correlated with stroke risk in the community-dwelling population. We aimed to examine the longitudinal association of the triglyceridemic-waist phenotypes, the triglyceride glucose (TyG) index, as well as TyG-related indicators with stroke risk. Methods: In this study, we conducted a prospective cohort study in Hunan, a region located in Central China, where the prevalence of stroke is relatively high. We included a total of 20185 subjects aged ≥40 years between November 2017 and December 2018. Triglyceride glucose-body mass index (TyG-BMI) and triglyceride glucose-waist circumference (TyG-WC) were calculated as multiplying TyG index by BMI and WC, respectively. Triglyceride waist phenotypes were categorized into four phenotypes: HTGW (elevated triglyceride and enlarged WC), NTNW (normal triglyceride and normal WC); HTNW (high triglyceride and normal WC), and NTGW (normal triglyceride and enlarged WC). We constructed a multivariable Cox regression model to assess the association between these novel lipid indicators and the risk of stroke. Subgroup analysis was conducted to test the robustness of our research findings. ROC curve was used for assessing the predictive ability of different stroke risk indices. Results: After 2 years of follow- up, 135 participants experienced new stroke events. After adjusting for potential confounders, we found that participants with HTGW had higher likelihood of stroke (HR: 1.96, 95% CI: 1.21 to 3.16). However, we did not find significant associations for HTNW (HR: 1.42, 95% CI: 0.91 to 2.21) and NTGW (HR: 1.09, 95% CI 0.67 to 1.78). when compared to participants in the first TyG quartile, those in the fourth TyG quartile were associated with a 2.06-fold (95% CI: 1.22, 3.50) risk of stroke. Each 1-SD increase in TyG, TyG-BMI, and TyG-WC was associated with a higher risk of stroke, with adjusted HRs of 1.34 (95% CI: 1.11 to 1.61), 1.35 (95% CI: 1.14 to 1.59), and 1.23 (95% CI: 1.04 to 1.46), respectively. In subgroup analyses, those positive relationships appeared to be stronger among male participants with lower levels of physical activity and smoking. Conclusion: HTGW, along with higher levels of TyG and TyG-related indicators, were found to be associated with an elevated risk of stroke. HTGW and these novel lipid indicators might be reliable indicators to identify populations at elevated risk of stroke.
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