Quanhong Chu , Yaoyao Shen , Shimin Liu , Wei Rao , An Wen , Lingfeng Wu , Wenfeng Cao
{"title":"甘油三酯-葡萄糖-体重调整腰围指数与普通人群中风风险之间的关系:来自NHANES的一项大型横断面研究","authors":"Quanhong Chu , Yaoyao Shen , Shimin Liu , Wei Rao , An Wen , Lingfeng Wu , Wenfeng Cao","doi":"10.1016/j.jstrokecerebrovasdis.2025.108434","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Insulin resistance (IR) is closely associated with stroke risk. The triglyceride glucose-weight-adjusted waist index (TyG-WWI) is a novel biomarker for IR estimation. However, the relationship between the TyG-WWI index and stroke risk in the general population remains unexplored. This study aims to explore the potential relationship between the TyG-WWI index and stroke risk in the general population.</div></div><div><h3>Methods</h3><div>A total of 22,615 participants from the 1999–2018 NHANES programme were included in this study. Multivariate logistic regression models, restricted cubic spline regression, subgroup analyses and sensitivity analysis were performed to explore the relationship between the TyG-WWI index and stroke risk in the general population.</div></div><div><h3>Results</h3><div>Among the 22,615 participants included in the study, 812 participants were identified as stroke patients. After adjusting for multiple confounders, multivariate logistic regression analyses indicated that each SD (standard deviation) increase in the TyG-WWI index was associated with a 15 % increase in the risk of stroke (OR: 1.15, 95 % CI: 1.01–1.32). The further restricted cubic spline analysis demonstrated a positive linear relationship between the TyG-WWI index and stroke risk (<em>p</em> for non-linearity: 0.149). Subgroup analysis showed a more pronounced association between the TyG-WWI index and stroke risk among younger participants and those without coronary heart disease. Finally, sensitivity analysis consistently confirmed the robustness of the study findings.</div></div><div><h3>Conclusions</h3><div>The findings indicate a positive linear relationship between the TyG-WWI index and stroke risk in the general population.</div></div>","PeriodicalId":54368,"journal":{"name":"Journal of Stroke & Cerebrovascular Diseases","volume":"34 10","pages":"Article 108434"},"PeriodicalIF":1.8000,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association between triglyceride glucose-weight-adjusted waist index and stroke risk in the general population: A large cross-sectional study from NHANES\",\"authors\":\"Quanhong Chu , Yaoyao Shen , Shimin Liu , Wei Rao , An Wen , Lingfeng Wu , Wenfeng Cao\",\"doi\":\"10.1016/j.jstrokecerebrovasdis.2025.108434\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Insulin resistance (IR) is closely associated with stroke risk. The triglyceride glucose-weight-adjusted waist index (TyG-WWI) is a novel biomarker for IR estimation. However, the relationship between the TyG-WWI index and stroke risk in the general population remains unexplored. This study aims to explore the potential relationship between the TyG-WWI index and stroke risk in the general population.</div></div><div><h3>Methods</h3><div>A total of 22,615 participants from the 1999–2018 NHANES programme were included in this study. Multivariate logistic regression models, restricted cubic spline regression, subgroup analyses and sensitivity analysis were performed to explore the relationship between the TyG-WWI index and stroke risk in the general population.</div></div><div><h3>Results</h3><div>Among the 22,615 participants included in the study, 812 participants were identified as stroke patients. After adjusting for multiple confounders, multivariate logistic regression analyses indicated that each SD (standard deviation) increase in the TyG-WWI index was associated with a 15 % increase in the risk of stroke (OR: 1.15, 95 % CI: 1.01–1.32). The further restricted cubic spline analysis demonstrated a positive linear relationship between the TyG-WWI index and stroke risk (<em>p</em> for non-linearity: 0.149). Subgroup analysis showed a more pronounced association between the TyG-WWI index and stroke risk among younger participants and those without coronary heart disease. Finally, sensitivity analysis consistently confirmed the robustness of the study findings.</div></div><div><h3>Conclusions</h3><div>The findings indicate a positive linear relationship between the TyG-WWI index and stroke risk in the general population.</div></div>\",\"PeriodicalId\":54368,\"journal\":{\"name\":\"Journal of Stroke & Cerebrovascular Diseases\",\"volume\":\"34 10\",\"pages\":\"Article 108434\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-08-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Stroke & Cerebrovascular Diseases\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1052305725002113\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Stroke & Cerebrovascular Diseases","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1052305725002113","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
Association between triglyceride glucose-weight-adjusted waist index and stroke risk in the general population: A large cross-sectional study from NHANES
Background
Insulin resistance (IR) is closely associated with stroke risk. The triglyceride glucose-weight-adjusted waist index (TyG-WWI) is a novel biomarker for IR estimation. However, the relationship between the TyG-WWI index and stroke risk in the general population remains unexplored. This study aims to explore the potential relationship between the TyG-WWI index and stroke risk in the general population.
Methods
A total of 22,615 participants from the 1999–2018 NHANES programme were included in this study. Multivariate logistic regression models, restricted cubic spline regression, subgroup analyses and sensitivity analysis were performed to explore the relationship between the TyG-WWI index and stroke risk in the general population.
Results
Among the 22,615 participants included in the study, 812 participants were identified as stroke patients. After adjusting for multiple confounders, multivariate logistic regression analyses indicated that each SD (standard deviation) increase in the TyG-WWI index was associated with a 15 % increase in the risk of stroke (OR: 1.15, 95 % CI: 1.01–1.32). The further restricted cubic spline analysis demonstrated a positive linear relationship between the TyG-WWI index and stroke risk (p for non-linearity: 0.149). Subgroup analysis showed a more pronounced association between the TyG-WWI index and stroke risk among younger participants and those without coronary heart disease. Finally, sensitivity analysis consistently confirmed the robustness of the study findings.
Conclusions
The findings indicate a positive linear relationship between the TyG-WWI index and stroke risk in the general population.
期刊介绍:
The Journal of Stroke & Cerebrovascular Diseases publishes original papers on basic and clinical science related to the fields of stroke and cerebrovascular diseases. The Journal also features review articles, controversies, methods and technical notes, selected case reports and other original articles of special nature. Its editorial mission is to focus on prevention and repair of cerebrovascular disease. Clinical papers emphasize medical and surgical aspects of stroke, clinical trials and design, epidemiology, stroke care delivery systems and outcomes, imaging sciences and rehabilitation of stroke. The Journal will be of special interest to specialists involved in caring for patients with cerebrovascular disease, including neurologists, neurosurgeons and cardiologists.