中国中老年人c反应蛋白-甘油三酯-葡萄糖指数的累积暴露和动态轨迹与卒中事件的关联:基于CHARLS的纵向分析

IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Yibo Yang, Aihua Liu
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引用次数: 0

摘要

背景:c反应蛋白-甘油三酯-葡萄糖指数(CTI)已被提出作为胰岛素抵抗和炎症的一种新的生物标志物。然而,对CTI变化与冲程关系的研究还很有限。本研究旨在探讨CTI变化与卒中风险之间的关系。方法:参与者来自中国健康与退休纵向研究(CHARLS)。中风定义为自我报告的中风。采用K-means聚类分析对CTI变化进行分类,计算累积CTI (cuCTI)为:(CTI2012 + CTI2015)/2 ×时间。为了评估CTI与卒中风险之间的关系,应用Cox回归和限制性三次样条(RCS)回归模型。结果:共有4364名参与者被纳入研究,其中323人(7.4%)经历过中风。cuCTI水平越高,中风的风险越高。在多变量调整模型中,Cox回归分析显示,与最低四分位数(Q1)相比,最高四分位数(Q4)的参与者卒中风险显著增加103% (HR = 1.90, 95% CI: 1.30-2.78, P < 0.001)。此外,随着cuCTI四分位数的上升,卒中风险逐渐增加(P表示趋势< 0.001)。RCS分析显示cuCTI与卒中风险之间存在线性关联(非线性,p < 0.001)。K-means聚类确定了CTI变化的三个不同轨迹。中度和高CTI水平(HR = 1.53, 95% CI: 1.17-2.00, P = 0.001)和高CTI水平呈缓慢上升趋势(HR = 1.75, 95% CI: 1.25-2.48, P < 0.001)的参与者卒中风险显著增加。结论:本研究表明,cuCTI和CTI变化与中老年人中风风险相关,特别是对于那些CTI水平持续高的人,这与卒中风险显著增加有关。监测CTI的长期变化并保持相对较低的水平可能有助于预防这一人群的中风。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Associations of cumulative exposure and dynamic trajectories of the C-reactive protein-triglyceride-glucose index with incident stroke in middle-aged and older Chinese adults: a longitudinal analysis based on CHARLS.

Associations of cumulative exposure and dynamic trajectories of the C-reactive protein-triglyceride-glucose index with incident stroke in middle-aged and older Chinese adults: a longitudinal analysis based on CHARLS.

Associations of cumulative exposure and dynamic trajectories of the C-reactive protein-triglyceride-glucose index with incident stroke in middle-aged and older Chinese adults: a longitudinal analysis based on CHARLS.

Associations of cumulative exposure and dynamic trajectories of the C-reactive protein-triglyceride-glucose index with incident stroke in middle-aged and older Chinese adults: a longitudinal analysis based on CHARLS.

Background: The C-Reactive Protein-Triglyceride-Glucose Index (CTI) has been proposed as a novel biomarker for insulin resistance and inflammation. However, research on the relationship between CTI changes and stroke is limited. This study aims to investigate the association between changes in CTI and stroke risk.

Methods: Participants were drawn from the China Health and Retirement Longitudinal Study (CHARLS). Stroke was defined as self-reported stroke. K-means clustering analysis was used to classify CTI changes, and cumulative CTI (cuCTI) was calculated as follows: (CTI2012 + CTI2015)/2 × time. To assess the association between CTI and stroke risk, Cox regression and restricted cubic spline (RCS) regression models were applied.

Results: A total of 4,364 participants were included in the study, among whom 323 (7.4%) experienced a stroke. The risk of stroke increased with higher levels of cuCTI. In the multivariable-adjusted model, Cox regression analysis showed that, compared with the lowest quartile (Q1), participants in the highest quartile (Q4) had a significantly increased risk of stroke by 103% (HR = 1.90, 95% CI: 1.30-2.78, P < 0.001). Furthermore, stroke risk increased progressively across ascending cuCTI quartiles (P for trend < 0.001). RCS analysis demonstrated a linear association between cuCTI and stroke risk (for nonlinearity, p < 0.001). K-means clustering identified three distinct trajectories of CTI variation. Participants with moderate and elevated CTI levels (HR = 1.53, 95% CI: 1.17-2.00, P = 0.001) and those with high CTI levels showing a slow increasing trend (HR = 1.75, 95% CI: 1.25-2.48, P < 0.001) had a significantly higher risk of stroke.

Conclusion: This study demonstrates that both cuCTI and CTI changes are associated with stroke risk in middle-aged and older adults, particularly for those with consistently high CTI levels, which are linked to a significantly increased stroke risk. Monitoring long-term CTI changes and maintaining relatively low levels may help prevent stroke in this population.

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来源期刊
Cardiovascular Diabetology
Cardiovascular Diabetology 医学-内分泌学与代谢
CiteScore
12.30
自引率
15.10%
发文量
240
审稿时长
1 months
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.
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