Derivatives of the triglyceride-glucose index and their association with incident hypertension in prehypertensive individuals: a 4-year cohort study augmented by mendelian randomization.

IF 8.5 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Mengmeng Wang, Tianqi Teng, Nan Zhang, Jiachao Xu, Zihan Dong, Qingying Jiao, Ning Zhang, Haichu Yu
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引用次数: 0

Abstract

Background: The direct association between elevated levels of the triglyceride-glucose index (TyG index) and its derived metrics and the risk of new-onset hypertension in prehypertensive populations remains unclear. The study systematically evaluated the link between the TyG index and its related indicators with new-onset hypertension by integrating cohort study methods with Mendelian randomization (MR) analysis.

Methods: A total of 2,815 prehypertensive participants from the 2011 CHARLS database were included, of whom 877 (31.15%) progressed to new-onset hypertension by 2015. TyG-Waist-to-Height Ratio (TyG-WHtR), TyG-Body Mass Index (TyG-BMI), TyG-Waist Circumference (TyG-WC), and the TyG index were calculated. Logistic regression, restricted cubic spline (RCS) curves, subgroup analyses, and interaction tests were performed to assess the associations. Bayesian weighted MR (BWMR) was further used to validate causal relationships.

Results: Multivariable regression analysis revealed that each unit increase in the TyG index was associated with a 45% higher risk of new-onset hypertension (odds ratio [OR]: 1.45, 95% confidence intervals [CI] 1.24-1.70, P < 0.001), while TyG-WHtR showed a 42% increased risk (OR: 1.42, 95% CI 1.26-1.60, P < 0.001). Categorizing the TyG and its derived metrics by quartiles demonstrated that higher quartiles (Q3 and Q4) were significantly linked to an elevated risk of new-onset hypertension across all models (P < 0.001). RCS models indicated significant positive linear relationships between the TyG index and TyG-WC with new-onset hypertension (P for overall < 0.001, P for nonlinearity = 0.844 and 0.165, respectively), whereas TyG-WHtR and TyG-BMI exhibited significant positive nonlinear relationships (P for overall < 0.001, P for nonlinearity = 0.001 and 0.046, respectively). Subgroup analyses highlighted stronger associations among individuals aged ≥ 70 years, those who were widowed, had cardiovascular disease, or reported a life satisfaction score of 2 (P < 0.05, P for interaction < 0.05). BWMR analysis confirmed a significant causal relationship between genetically elevated TyG index levels and an increased risk of new-onset hypertension (P < 0.05).

Conclusions: Our study reveals a significant link between the TyG index and its related indicators with new-onset hypertension in prehypertensive populations. Causal analysis using BWMR confirmed that genetically elevated TyG index levels increase the risk of new-onset hypertension. These results highlight the importance of monitoring TyG-related indices for early detection and intervention in high-risk individuals, aiding in the prevention of hypertension progression.

甘油三酯-葡萄糖指数衍生物及其与高血压前期个体高血压事件的关联:一项孟德尔随机化增强的4年队列研究
背景:在高血压前期人群中,甘油三酯-葡萄糖指数(TyG指数)及其衍生指标水平升高与新发高血压风险之间的直接关系尚不清楚。本研究采用队列研究与孟德尔随机化(Mendelian randomization, MR)分析相结合的方法,系统评价TyG指数及其相关指标与新发高血压的关系。方法:纳入2011年CHARLS数据库中2815例高血压前期患者,其中877例(31.15%)在2015年前进展为新发高血压。计算腰高比(TyG- whtr)、体质指数(TyG- bmi)、腰围(TyG- wc)和体质指数(TyG Index)。采用Logistic回归、限制性三次样条(RCS)曲线、亚组分析和相互作用检验来评估相关性。进一步使用贝叶斯加权MR (BWMR)验证因果关系。结果:多变量回归分析显示,TyG指数每增加一个单位,新发高血压的风险增加45%(优势比[OR]: 1.45, 95%可信区间[CI] 1.24-1.70, P)。结论:我们的研究显示,在高血压前期人群中,TyG指数及其相关指标与新发高血压存在显著关联。BWMR因果分析证实遗传性TyG指数升高会增加新发高血压的风险。这些结果强调了监测tyg相关指标对高危人群早期发现和干预的重要性,有助于预防高血压进展。
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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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