M Lu, Q Liu, T Zhou, X Liu, Y Sun, P Shen, H Lin, X Tang, P Gao
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Hazard ratios (<i>HR</i>) and 95% confidence intervals (<i>CI</i>) were calculated. Nonlinear associations between the TyG index and CVD were further evaluated using restricted cubic splines, and subgroup analyses by gender and age were conducted to explore potential differences.</p><p><strong>Results: </strong>A total of 226 406 individuals were included, with a mean age of (55.0±9.7) years at baseline, 46.8% of whom were men, and a median TyG index of 8.68. Over a median follow-up of 7.99 years, 9 815 (4.34%) participants experienced CVD incidence or mortality. After adjusting for age, gender, education, region, smoking status, body mass index, systolic blood pressure and total cholesterol, the risk of CVD increased with higher TyG index levels (<i>P</i> < 0.001). The risk in the highest TyG quartile (TyG>9.10) was 42% higher than in the lowest quartile (TyG≤8.32) (<i>HR</i>=1.42, 95%<i>CI</i>: 1.34-1.51). Individuals under 60 years had a higher HR for CVD compared with those aged 60 years and above (<i>HR</i>: 1.71 <i>vs.</i> 1.27, <i>P</i> < 0.05). Restricted cubic spline analysis revealed a reverse L-shaped association between the TyG index and CVD risk in the overall population (<i>P</i> < 0.001 for nonlinear trend), with risk increasing after the TyG index exceeded 8.67. However, the threshold varied by gender, with a lower threshold in women (8.51) than in men (8.67).</p><p><strong>Conclusion: </strong>A significant nonlinear relationship was revealed between the TyG index and CVD risk, with a threshold effect. The risk of CVD increased once the TyG index surpassed a certain threshold, with a lower threshold in women than in men. These findings suggest that cardiovascular risk prediction and interventions based on the TyG index should be gender-stratified, and early intervention for individuals under 60 years old might have important public health implications.</p>","PeriodicalId":8790,"journal":{"name":"北京大学学报(医学版)","volume":"57 3","pages":"430-435"},"PeriodicalIF":0.0000,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12171591/pdf/","citationCount":"0","resultStr":"{\"title\":\"[Association of triglyceride-glucose index and cardiovascular disease in a community-based Chinese cohort].\",\"authors\":\"M Lu, Q Liu, T Zhou, X Liu, Y Sun, P Shen, H Lin, X Tang, P Gao\",\"doi\":\"\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To investigate the association between the triglyceride-glucose (TyG) index and the incidence and mortality of cardiovascular disease (CVD) in a large population-based cohort.</p><p><strong>Methods: </strong>Participants aged 40-79 years without a history of CVD at baseline were drawn from the CHinese Electronic health Records Research in Yinzhou (CHERRY) study between January 1, 2010, and May 31, 2020. The TyG index was calculated using baseline triglyceride and fasting blood glucose. Cox proportional hazards models were used to assess the association between the TyG index and the composite outcome of CVD (incidence and mortality), adjusting for age, gender, education, region, smoking status, body mass index, systolic blood pressure, and total cholesterol. Hazard ratios (<i>HR</i>) and 95% confidence intervals (<i>CI</i>) were calculated. Nonlinear associations between the TyG index and CVD were further evaluated using restricted cubic splines, and subgroup analyses by gender and age were conducted to explore potential differences.</p><p><strong>Results: </strong>A total of 226 406 individuals were included, with a mean age of (55.0±9.7) years at baseline, 46.8% of whom were men, and a median TyG index of 8.68. Over a median follow-up of 7.99 years, 9 815 (4.34%) participants experienced CVD incidence or mortality. After adjusting for age, gender, education, region, smoking status, body mass index, systolic blood pressure and total cholesterol, the risk of CVD increased with higher TyG index levels (<i>P</i> < 0.001). The risk in the highest TyG quartile (TyG>9.10) was 42% higher than in the lowest quartile (TyG≤8.32) (<i>HR</i>=1.42, 95%<i>CI</i>: 1.34-1.51). Individuals under 60 years had a higher HR for CVD compared with those aged 60 years and above (<i>HR</i>: 1.71 <i>vs.</i> 1.27, <i>P</i> < 0.05). Restricted cubic spline analysis revealed a reverse L-shaped association between the TyG index and CVD risk in the overall population (<i>P</i> < 0.001 for nonlinear trend), with risk increasing after the TyG index exceeded 8.67. However, the threshold varied by gender, with a lower threshold in women (8.51) than in men (8.67).</p><p><strong>Conclusion: </strong>A significant nonlinear relationship was revealed between the TyG index and CVD risk, with a threshold effect. The risk of CVD increased once the TyG index surpassed a certain threshold, with a lower threshold in women than in men. These findings suggest that cardiovascular risk prediction and interventions based on the TyG index should be gender-stratified, and early intervention for individuals under 60 years old might have important public health implications.</p>\",\"PeriodicalId\":8790,\"journal\":{\"name\":\"北京大学学报(医学版)\",\"volume\":\"57 3\",\"pages\":\"430-435\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-06-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12171591/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"北京大学学报(医学版)\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"北京大学学报(医学版)","FirstCategoryId":"3","ListUrlMain":"","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
摘要
目的:在一个大型人群队列中,探讨甘油三酯-葡萄糖(TyG)指数与心血管疾病(CVD)发病率和死亡率之间的关系。方法:从2010年1月1日至2020年5月31日的中国鄞州电子健康记录研究(CHERRY)研究中抽取年龄在40-79岁、基线时无心血管疾病史的参与者。使用基线甘油三酯和空腹血糖计算TyG指数。Cox比例风险模型用于评估TyG指数与心血管疾病综合结局(发病率和死亡率)之间的关系,校正了年龄、性别、教育程度、地区、吸烟状况、体重指数、收缩压和总胆固醇。计算风险比(HR)和95%置信区间(CI)。使用受限三次样条进一步评估TyG指数与CVD之间的非线性关联,并根据性别和年龄进行亚组分析以探索潜在差异。结果:共纳入226 406例患者,基线时平均年龄为(55.0±9.7)岁,男性占46.8%,TyG指数中位数为8.68。在中位随访7.99年期间,9815名(4.34%)参与者出现心血管疾病发病率或死亡率。在调整年龄、性别、受教育程度、地区、吸烟状况、体重指数、收缩压和总胆固醇等因素后,随着TyG指数的升高,心血管疾病的风险增加(P < 0.001)。TyG最高四分位数(TyG bb0 9.10)的发病风险比TyG≤8.32的最低四分位数(HR=1.42, 95%CI: 1.34 ~ 1.51)高42%。60岁以下人群CVD HR高于60岁及以上人群(HR: 1.71 vs. 1.27, P < 0.05)。限制三次样条分析显示,总体人群中TyG指数与心血管疾病风险呈负l型相关(非线性趋势P < 0.001), TyG指数超过8.67后风险增加。然而,阈值因性别而异,女性的阈值(8.51)低于男性(8.67)。结论:TyG指数与心血管疾病风险呈显著的非线性关系,存在阈值效应。一旦TyG指数超过一定阈值,心血管疾病的风险就会增加,女性的阈值低于男性。这些发现表明,基于TyG指数的心血管风险预测和干预应按性别分层,对60岁以下个体的早期干预可能具有重要的公共卫生意义。
[Association of triglyceride-glucose index and cardiovascular disease in a community-based Chinese cohort].
Objective: To investigate the association between the triglyceride-glucose (TyG) index and the incidence and mortality of cardiovascular disease (CVD) in a large population-based cohort.
Methods: Participants aged 40-79 years without a history of CVD at baseline were drawn from the CHinese Electronic health Records Research in Yinzhou (CHERRY) study between January 1, 2010, and May 31, 2020. The TyG index was calculated using baseline triglyceride and fasting blood glucose. Cox proportional hazards models were used to assess the association between the TyG index and the composite outcome of CVD (incidence and mortality), adjusting for age, gender, education, region, smoking status, body mass index, systolic blood pressure, and total cholesterol. Hazard ratios (HR) and 95% confidence intervals (CI) were calculated. Nonlinear associations between the TyG index and CVD were further evaluated using restricted cubic splines, and subgroup analyses by gender and age were conducted to explore potential differences.
Results: A total of 226 406 individuals were included, with a mean age of (55.0±9.7) years at baseline, 46.8% of whom were men, and a median TyG index of 8.68. Over a median follow-up of 7.99 years, 9 815 (4.34%) participants experienced CVD incidence or mortality. After adjusting for age, gender, education, region, smoking status, body mass index, systolic blood pressure and total cholesterol, the risk of CVD increased with higher TyG index levels (P < 0.001). The risk in the highest TyG quartile (TyG>9.10) was 42% higher than in the lowest quartile (TyG≤8.32) (HR=1.42, 95%CI: 1.34-1.51). Individuals under 60 years had a higher HR for CVD compared with those aged 60 years and above (HR: 1.71 vs. 1.27, P < 0.05). Restricted cubic spline analysis revealed a reverse L-shaped association between the TyG index and CVD risk in the overall population (P < 0.001 for nonlinear trend), with risk increasing after the TyG index exceeded 8.67. However, the threshold varied by gender, with a lower threshold in women (8.51) than in men (8.67).
Conclusion: A significant nonlinear relationship was revealed between the TyG index and CVD risk, with a threshold effect. The risk of CVD increased once the TyG index surpassed a certain threshold, with a lower threshold in women than in men. These findings suggest that cardiovascular risk prediction and interventions based on the TyG index should be gender-stratified, and early intervention for individuals under 60 years old might have important public health implications.
期刊介绍:
Beijing Da Xue Xue Bao Yi Xue Ban / Journal of Peking University (Health Sciences), established in 1959, is a national academic journal sponsored by Peking University, and its former name is Journal of Beijing Medical University. The coverage of the Journal includes basic medical sciences, clinical medicine, oral medicine, surgery, public health and epidemiology, pharmacology and pharmacy. Over the last few years, the Journal has published articles and reports covering major topics in the different special issues (e.g. research on disease genome, theory of drug withdrawal, mechanism and prevention of cardiovascular and cerebrovascular diseases, stomatology, orthopaedic, public health, urology and reproductive medicine). All the topics involve latest advances in medical sciences, hot topics in specific specialties, and prevention and treatment of major diseases.
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