Department of Clinical Epidemiology, Library, Department of Health Policy and Hospital Management, Shengjing Hospital of China Medical University, 36 Sanhao Street, Heping District, Shenyang, 110004, PR China.
Department of Cardiology, The First Affiliated Hospital of China Medical University, 155 Nanjing Street, Heping District, Shenyang, 110001, PR China.
Nutr Metab Cardiovasc Dis. 2019 Nov;29(11):1220-1229. doi: 10.1016/j.numecd.2019.07.003. Epub 2019 Jul 10.
Obesity and insulin levels can influence each other by metabolism. However, their temporal sequences and influence on hypertension are generally unknown, especially in Chinese adults. Recently, some scholars have proposed that triglycerides-glucose index (TyG) is an important indicator of insulin resistance. The study aims to describe the relationship between body mass index (BMI) and TyG index and its impact on hypertension.
A total of 4081 adults (56.33% women) without antihypertensive, hypoglycemic or lipid-lowering medications were selected for the present study. Measurements of BMI and TyG index were obtained twice from 2012 to 2017. Cross-lagged panel analysis was used to describe the temporal sequences between BMI and TyG index, and the effect of their temporal relationship patterns on hypertension was explored through mediation analysis. After adjusting for confounding factors (age, sex, ethnicity et al.), the cross-lagged path coefficient from baseline BMI to follow-up TyG (ρ = 0.135, P < 0.001) was significantly greater than the path coefficient from baseline TyG to follow-up BMI (ρ = 0.043, P < 0.001), and P < 0.001 for the difference between ρ and ρ. Furthermore, the sensitivity analyses between women and men revealed identical findings. In addition, TyG index mediation effect on BMI-hypertension was estimated to be 38.45% (P < 0.001) in total population, 25.24% in women and 57.35% in men.
These results provided evidence that the temporal relationship between BMI and insulin resistance is reciprocal and a higher BMI precedes hyperinsulinemia in Chinese adults. This relationship plays an essential role in the development of hypertension, while there is a difference between women and men.
肥胖和胰岛素水平可以通过代谢相互影响。然而,它们的时间顺序及其对高血压的影响通常是未知的,特别是在中国成年人中。最近,一些学者提出甘油三酯-葡萄糖指数(TyG)是胰岛素抵抗的一个重要指标。本研究旨在描述体重指数(BMI)与 TyG 指数之间的关系及其对高血压的影响。
本研究共纳入 4081 名无抗高血压、降血糖或降脂药物的成年人(56.33%为女性)。于 2012 年至 2017 年期间两次测量 BMI 和 TyG 指数。交叉滞后面板分析用于描述 BMI 和 TyG 指数之间的时间顺序,并通过中介分析探讨它们时间关系模式对高血压的影响。在调整混杂因素(年龄、性别、种族等)后,从基线 BMI 到随访 TyG 的交叉滞后路径系数(ρ=0.135,P<0.001)明显大于从基线 TyG 到随访 BMI 的路径系数(ρ=0.043,P<0.001),且 ρ 与 ρ 之间的差异具有统计学意义(P<0.001)。此外,对女性和男性的敏感性分析也得到了相同的发现。此外,TyG 指数对 BMI-高血压的中介效应估计在总人群中为 38.45%(P<0.001),女性为 25.24%,男性为 57.35%。
这些结果提供了证据表明,BMI 和胰岛素抵抗之间的时间关系是相互的,在中国成年人中,较高的 BMI 先于高胰岛素血症。这种关系在高血压的发生中起着重要作用,而女性和男性之间存在差异。