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甘油三酯葡萄糖-腰高比(TyG-WHtR)与18至60岁成年人高血压之间的关联:一项横断面研究。

Association between triglyceride glucose-waist to height ratio (TyG-WHtR) and hypertension in adults aged 18-60: a cross-sectional study.

作者信息

Huang Junwei, Chen Jinzao, Pan Guoyan, Zheng Liping, Weng Jinri, Weng Chunfa, Chen Jianbin, Lin Bin, Wu Zhiwei, Lin Lixian

机构信息

Department of Cardiology, The First Hospital of Putian City, Putian, Fujian Province, China.

Department of Internal Medicine, The First Hospital of Putian City, Putian, Fujian Province, China.

出版信息

BMC Cardiovasc Disord. 2025 May 26;25(1):403. doi: 10.1186/s12872-025-04853-y.

Abstract

BACKGROUND

This study aimed to explore the association between TyG and the prevalence of hypertension in US adults aged 18-60.

METHOD

Data was obtained from the National Health and Nutrition Examination Survey (NHANES) covering the circles from 2009 to 2018, involving 12,309 adults aged 18 to 60. The biomarkers studied in this article included weight, body mass index (BMI), waist circumference (WC), weight-adjusted waist index (WWI), waist-to-height ratio (WHtR), triglyceride-glucose index (TyG), triglyceride glucose-body mass index (TyG-BMI), triglyceride glucose-waist circumference (TyG-WC), triglyceride glucose-weight (TyG-Weight), and triglyceride glucose-waist to height ratio (TyG-WHtR). Participants were categorized into a non-Hypertension group (n = 7,076) and a Hypertension group (n = 5,233). A weighted multiple logistic regression model was employed to evaluate the association between biomarkers and hypertension. Restricted cubic splines (RCS) were utilized to examine the non-linear association between biomarkers and the risk of developing hypertension. Threshold effect analysis was used to determine the inflection point. Receiver operating characteristic (ROC) curves were generated to assess the predictive performance of biomarkers for hypertension. Additionally, subgroup and interaction analyses were conducted to confirm the reliability of the associations observed.

RESULT

Our analysis revealed that after adjusting for multiple variables, the risk of hypertension increased by 12% for each unit increase in TyG-WHtR (P < 0.001). The RCS results showed a positive nonlinear association between TyG-WHtR and hypertension, with an inflection point of 5.79. Similar associations were also observed with WWI, WHtR, and TyG. The ROC curve analysis demonstrated that TyG-WHtR had the best predictive performance for hypertension (AUC: 0.6946, 95% CI: 0.6853-0.7039, Cut-off Value: 4.831, all P for comparison < 0.001). Subgroup analysis revealed that the association between TyG-WHtR and hypertension remains robust (all P for interaction > 0.05).

CONCLUSION

There is a significant association between WWI, WHtR, TyG, and TyG-WHtR with hypertension in American adults aged 18 to 60, with TyG-WHtR demonstrating the best predicted performance.

CLINICAL TRIAL NUMBER

Not applicable.

摘要

背景

本研究旨在探讨甘油三酯葡萄糖指数(TyG)与美国18至60岁成年人高血压患病率之间的关联。

方法

数据来自2009年至2018年的国家健康与营养检查调查(NHANES),涉及12309名18至60岁的成年人。本文研究的生物标志物包括体重、体重指数(BMI)、腰围(WC)、体重调整腰围指数(WWI)、腰高比(WHtR)、甘油三酯葡萄糖指数(TyG)、甘油三酯葡萄糖体重指数(TyG-BMI)、甘油三酯葡萄糖腰围(TyG-WC)、甘油三酯葡萄糖体重(TyG-Weight)和甘油三酯葡萄糖腰高比(TyG-WHtR)。参与者被分为非高血压组(n = 7076)和高血压组(n = 5233)。采用加权多元逻辑回归模型评估生物标志物与高血压之间的关联。使用受限立方样条(RCS)来检验生物标志物与高血压发病风险之间的非线性关联。采用阈值效应分析来确定拐点。生成受试者工作特征(ROC)曲线以评估生物标志物对高血压的预测性能。此外,进行亚组和交互分析以确认观察到的关联的可靠性。

结果

我们的分析显示,在调整多个变量后,TyG-WHtR每增加一个单位,高血压风险增加12%(P < 0.001)。RCS结果显示TyG-WHtR与高血压之间存在正非线性关联,拐点为5.79。在WWI、WHtR和TyG中也观察到类似的关联。ROC曲线分析表明,TyG-WHtR对高血压的预测性能最佳(AUC:0.6946,95%CI:0.6853 - 0.7039,临界值:4.831,所有比较的P < 0.001)。亚组分析显示,TyG-WHtR与高血压之间的关联仍然稳健(所有交互作用的P > 0.05)。

结论

在18至60岁的美国成年人中,WWI、WHtR、TyG和TyG-WHtR与高血压之间存在显著关联,其中TyG-WHtR的预测性能最佳。

临床试验编号

不适用。

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