Department of Laboratory Medicine, Wuhan Children's Hospital (Wuhan Maternal and Child Healthcare Hospital), Huazhong University of Science & Technology, Wuhan, P. R. China.
School of Public Health, Wuhan University, Wuhan, China.
BMC Public Health. 2024 Sep 27;24(1):2652. doi: 10.1186/s12889-024-20154-z.
To investigate the relationships of the dynamic changes in triglyceride glucose index-body mass index (TyG‑BMI) and cumulative TyG-BMI with the risk of hypertension among middle-aged and elderly Chinese.
Data were used from the China Health and Retirement Longitudinal Study (CHARLS). Participants who participated in the baseline study (2011-2012) and in subsequent surveys (2015-2018) were included in this study. The primary exposures were changes in TyG-BMI and cumulative TyG-BMI from 2012 to 2015. Changes in TyG-BMI were categorized using k-means clustering methods, while cumulative TyG-BMI was categorized into quartiles. Cox proportional hazards regression models were performed to examine the association between changes in TyG-BMI and cumulative TyG-BMI with the incidence of hypertension. Linear regression analyzes were performed to examine the association between changes in TyG-BMI and cumulative TyG-BMI with cumulative systolic blood pressure (SBP) and cumulative diastolic blood pressure (DBP).
Of a total of 2,561 participants aged 56.93 ± 8.08 years old at baseline, 253 individuals (9.9%) developed hypertension during the 7-year follow-up period. The hazard ratios (HR) and 95% confidence interval (CI) for hypertension were 1.50 (1.10-2.03) for class 2 (persistently medium class) and 2.35 (1.61-3.42) for class 3 (persistently high class), compared to class 1 (persistently low class). Additionally, class 2 showed increases of 7.70 mmHg (95% CI: 5.18-10.21) in cumulative SBP and 6.53 mmHg (95% CI: 4.68-8.38) in cumulative DBP, while class 3 exhibited increases of 14.10 mmHg (95% CI: 10.56-17.64) in cumulative SBP and 12.64 mmHg (95% CI: 10.03-15.25) in cumulative DBP, compared with class 1. Regarding cumulative TyG-BMI, the HR for hypertension were 1.75 (95% CI: 1.18-2.59) for quartile 3 and 2.15 (95% CI: 1.43-3.23) for quartile 4, compared with quartile 1. In quartile 2, cumulative SBP increased by 3.99 mmHg (95% CI: 0.88-7.11) and cumulative DBP by 2.74 mmHg (95% CI: 0.45-5.02). Quartile 3 showed increases of 8.32 mmHg (95% CI: 5.09-11.54) in cumulative SBP and 7.13 mmHg (95% CI: 4.76-9.49) in cumulative DBP. Quartile 4 exhibited the highest increases, with cumulative SBP rising by 13.15 mmHg (95% CI: 9.70-16.60) and cumulative DBP by 12.20 mmHg (95% CI: 9.67-14.74). Furthermore, a linear relationship was observed between cumulative TyG-BMI and the risk of hypertension.
Changes in TyG-BMI and cumulative TyG-BMI were associated with an increased risk of hypertension, as well as higher cumulative SBP and DBP in Chinese middle-aged and elderly population.
本研究旨在探讨甘油三酯-葡萄糖指数-体重指数(TyG-BMI)的动态变化和累积 TyG-BMI 与中国中老年人群高血压风险的关系。
本研究使用了中国健康与养老追踪调查(CHARLS)的数据。纳入了参加基线研究(2011-2012 年)和后续调查(2015-2018 年)的参与者。主要暴露因素为 2012 年至 2015 年 TyG-BMI 和累积 TyG-BMI 的变化。采用 k-均值聚类方法对 TyG-BMI 的变化进行分类,而累积 TyG-BMI 则分为四组。使用 Cox 比例风险回归模型来检验 TyG-BMI 变化和累积 TyG-BMI 与高血压发病风险的关联。采用线性回归分析来检验 TyG-BMI 变化和累积 TyG-BMI 与累积收缩压(SBP)和累积舒张压(DBP)的关联。
在基线时年龄为 56.93±8.08 岁的 2561 名参与者中,有 253 人(9.9%)在 7 年随访期间发生了高血压。与第 1 类(持续低水平)相比,第 2 类(持续中等水平)和第 3 类(持续高水平)的高血压风险比(HR)和 95%置信区间(CI)分别为 1.50(1.10-2.03)和 2.35(1.61-3.42)。此外,与第 1 类相比,第 2 类累积 SBP 升高 7.70mmHg(95%CI:5.18-10.21),累积 DBP 升高 6.53mmHg(95%CI:4.68-8.38),第 3 类累积 SBP 升高 14.10mmHg(95%CI:10.56-17.64),累积 DBP 升高 12.64mmHg(95%CI:10.03-15.25)。关于累积 TyG-BMI,与第 1 类相比,第 3 类的高血压 HR 为 1.75(95%CI:1.18-2.59),第 4 类的 HR 为 2.15(95%CI:1.43-3.23)。在第 2 类中,累积 SBP 升高 3.99mmHg(95%CI:0.88-7.11),累积 DBP 升高 2.74mmHg(95%CI:0.45-5.02)。第 3 类累积 SBP 升高 8.32mmHg(95%CI:5.09-11.54),累积 DBP 升高 7.13mmHg(95%CI:4.76-9.49)。第 4 类表现出最高的升高,累积 SBP 升高 13.15mmHg(95%CI:9.70-16.60),累积 DBP 升高 12.20mmHg(95%CI:9.67-14.74)。此外,还观察到累积 TyG-BMI 与高血压风险之间存在线性关系。
TyG-BMI 的变化和累积 TyG-BMI 与中国中老年人群高血压风险的增加以及累积 SBP 和 DBP 的升高有关。