Lifei Lu, Yubiao Chen, Baiyun Liu, Xicong Li, Jiale Wang, Zhengchang Nie, Xiaodong Fu
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TyG control levels were classified using k-mean clustering analysis. Logistic regression was used to analyze the effect of cumTyG and TyG control levels on the incidence of stroke. Restricted cubic spline models (RCS) were performed to explore the potential non-linear relationship between cumTyG and stroke risk at different CKM syndrome stages 0-3.</p><p><strong>Results: </strong>A total of 4,700 CKM syndrome stages 0-3 participants were enrolled, among 280 patients had developed stroke during the 3-year follow-up period. After adjusting for confounders, compared to class 1 group, the odds ratio (OR) of incidents of stroke for class 2 was 1.39 [95% confidence interval (CI) 1.003, 1.92], P = 0.046; the OR of incidents of stroke for class 3 was 1.28 (95% CI 0.92-1.77), P = 0.147, the OR of incidents of stroke for class 4 was 1.28 (95% CI 0.84-1.94), P = 0.238. Elevated cumTyG was associated with an increase in incidence of stroke (OR 1.13, 95% CI 1.05, 1.22, P = 0.002). The relationship between the cumTyG index and stroke was linear in restricted cubic spline regression.</p><p><strong>Conclusions: </strong>Elevated cumTyG was associated with an increased risk of stroke events in the population of CKM syndrome stages 0-3. Long-term dynamic monitoring of changes of TyG may help in the early identification of patients at high risk of developing stroke in the individuals with CKM syndrome stages 0-3.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":"24 1","pages":"202"},"PeriodicalIF":10.6000,"publicationDate":"2025-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12070779/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association between cumulative changes of the triglyceride glucose index and incidence of stroke in a population with cardiovascular-kidney-metabolic syndrome stage 0-3: a nationwide prospective cohort study.\",\"authors\":\"Lifei Lu, Yubiao Chen, Baiyun Liu, Xicong Li, Jiale Wang, Zhengchang Nie, Xiaodong Fu\",\"doi\":\"10.1186/s12933-025-02754-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The triglyceride-glucose (TyG) index was associated with higher risk of mortality in individuals with Cardiovascular-Kidney-Metabolic (CKM) syndrome stages 0-3. However, the relationship between cumulative of TyG (cumTyG) and incidence of stroke remains unclear in individuals with CKM syndrome stages 0-3.</p><p><strong>Method: </strong>Participants with CKM syndrome stage 0-3 were enrolled from the China Health and Retirement Longitudinal Study (CHARLS) from 2011 to 2015. TyG was calculated as ln [fasting triglyceride (mg/dL)×fasting glucose (mg/dL)/2], and the cumTyG, as an area-under-the-curve estimate (mean TyG × time span), was calculated as (TyG<sub>2012</sub> + TyG <sub>2015</sub>)/2 * time <sub>(2015-2012)</sub>. TyG control levels were classified using k-mean clustering analysis. Logistic regression was used to analyze the effect of cumTyG and TyG control levels on the incidence of stroke. Restricted cubic spline models (RCS) were performed to explore the potential non-linear relationship between cumTyG and stroke risk at different CKM syndrome stages 0-3.</p><p><strong>Results: </strong>A total of 4,700 CKM syndrome stages 0-3 participants were enrolled, among 280 patients had developed stroke during the 3-year follow-up period. After adjusting for confounders, compared to class 1 group, the odds ratio (OR) of incidents of stroke for class 2 was 1.39 [95% confidence interval (CI) 1.003, 1.92], P = 0.046; the OR of incidents of stroke for class 3 was 1.28 (95% CI 0.92-1.77), P = 0.147, the OR of incidents of stroke for class 4 was 1.28 (95% CI 0.84-1.94), P = 0.238. Elevated cumTyG was associated with an increase in incidence of stroke (OR 1.13, 95% CI 1.05, 1.22, P = 0.002). The relationship between the cumTyG index and stroke was linear in restricted cubic spline regression.</p><p><strong>Conclusions: </strong>Elevated cumTyG was associated with an increased risk of stroke events in the population of CKM syndrome stages 0-3. Long-term dynamic monitoring of changes of TyG may help in the early identification of patients at high risk of developing stroke in the individuals with CKM syndrome stages 0-3.</p>\",\"PeriodicalId\":9374,\"journal\":{\"name\":\"Cardiovascular Diabetology\",\"volume\":\"24 1\",\"pages\":\"202\"},\"PeriodicalIF\":10.6000,\"publicationDate\":\"2025-05-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12070779/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cardiovascular Diabetology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12933-025-02754-0\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CARDIAC & CARDIOVASCULAR SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cardiovascular Diabetology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12933-025-02754-0","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
摘要
背景:甘油三酯-葡萄糖(TyG)指数与心血管-肾脏-代谢(CKM)综合征0-3期患者较高的死亡风险相关。然而,在CKM综合征0-3期个体中,TyG (cumTyG)累积与卒中发生率之间的关系尚不清楚。方法:从2011 - 2015年中国健康与退休纵向研究(CHARLS)中招募CKM综合征0-3期的参与者。TyG计算为ln[空腹甘油三酯(mg/dL)×fasting葡萄糖(mg/dL)/2], cumTyG作为曲线下面积估计值(平均值TyG ×时间跨度)计算为(TyG2012 + TyG 2015)/2 *时间(2015-2012)。TyG对照水平采用k-均值聚类分析进行分类。采用Logistic回归分析cumTyG和TyG对照水平对脑卒中发病率的影响。采用限制性三次样条模型(RCS)探讨不同CKM综合征0-3期cumTyG与卒中风险之间潜在的非线性关系。结果:共纳入4700名CKM综合征0-3期参与者,其中280名患者在3年随访期间发生卒中。调整混杂因素后,与1级组相比,2级组卒中发生率的优势比(OR)为1.39[95%可信区间(CI) 1.003, 1.92], P = 0.046;3级卒中事件的OR为1.28 (95% CI 0.92-1.77), P = 0.147; 4级卒中事件的OR为1.28 (95% CI 0.84-1.94), P = 0.238。cumTyG升高与卒中发生率增加相关(OR 1.13, 95% CI 1.05, 1.22, P = 0.002)。在限制三次样条回归中,cumTyG指数与脑卒中呈线性关系。结论:在CKM综合征0-3期人群中,cumTyG升高与卒中事件风险增加相关。长期动态监测TyG的变化有助于早期识别CKM综合征0 ~ 3期患者发生脑卒中的高危人群。
Association between cumulative changes of the triglyceride glucose index and incidence of stroke in a population with cardiovascular-kidney-metabolic syndrome stage 0-3: a nationwide prospective cohort study.
Background: The triglyceride-glucose (TyG) index was associated with higher risk of mortality in individuals with Cardiovascular-Kidney-Metabolic (CKM) syndrome stages 0-3. However, the relationship between cumulative of TyG (cumTyG) and incidence of stroke remains unclear in individuals with CKM syndrome stages 0-3.
Method: Participants with CKM syndrome stage 0-3 were enrolled from the China Health and Retirement Longitudinal Study (CHARLS) from 2011 to 2015. TyG was calculated as ln [fasting triglyceride (mg/dL)×fasting glucose (mg/dL)/2], and the cumTyG, as an area-under-the-curve estimate (mean TyG × time span), was calculated as (TyG2012 + TyG 2015)/2 * time (2015-2012). TyG control levels were classified using k-mean clustering analysis. Logistic regression was used to analyze the effect of cumTyG and TyG control levels on the incidence of stroke. Restricted cubic spline models (RCS) were performed to explore the potential non-linear relationship between cumTyG and stroke risk at different CKM syndrome stages 0-3.
Results: A total of 4,700 CKM syndrome stages 0-3 participants were enrolled, among 280 patients had developed stroke during the 3-year follow-up period. After adjusting for confounders, compared to class 1 group, the odds ratio (OR) of incidents of stroke for class 2 was 1.39 [95% confidence interval (CI) 1.003, 1.92], P = 0.046; the OR of incidents of stroke for class 3 was 1.28 (95% CI 0.92-1.77), P = 0.147, the OR of incidents of stroke for class 4 was 1.28 (95% CI 0.84-1.94), P = 0.238. Elevated cumTyG was associated with an increase in incidence of stroke (OR 1.13, 95% CI 1.05, 1.22, P = 0.002). The relationship between the cumTyG index and stroke was linear in restricted cubic spline regression.
Conclusions: Elevated cumTyG was associated with an increased risk of stroke events in the population of CKM syndrome stages 0-3. Long-term dynamic monitoring of changes of TyG may help in the early identification of patients at high risk of developing stroke in the individuals with CKM syndrome stages 0-3.
期刊介绍:
Cardiovascular Diabetology is a journal that welcomes manuscripts exploring various aspects of the relationship between diabetes, cardiovascular health, and the metabolic syndrome. We invite submissions related to clinical studies, genetic investigations, experimental research, pharmacological studies, epidemiological analyses, and molecular biology research in this field.