Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, China.
Department of Preventive Medicine, Shenzhen University Health Science Center, Shenzhen, China.
J Diabetes. 2018 Aug;10(8):641-652. doi: 10.1111/1753-0407.12642. Epub 2018 Feb 9.
Inexpensive and easily measured indices are needed for the early prediction of type 2 diabetes mellitus (T2DM) in rural areas of China. The aim of this study was to compare triglyceride glucose (TyG), visceral adiposity (VAI), and lipid accumulation product (LAP) with traditional individual measures and their ratios for predicting T2DM.
Data for 11 113 people with baseline normal fasting glucose in a rural Chinese cohort were followed for a median of 6.0 years. Cox proportional hazards regression was used to calculate covariate-adjusted hazard ratios (aHRs) and 95% confidence intervals (95% CIs) and receiver operating characteristic analysis was used to compare the ability of traditional measures and TyG, VAI, and LAP at baseline to predict T2DM at follow-up.
Among individual measures, fasting plasma glucose (FPG) and waist circumference (WC) were strongly associated with T2DM. Of all lipid ratios, an elevated triglycerides (TG) to high-density lipoprotein cholesterol (HDL-C) ratio was associated the most with T2DM. Compared with the first quartiles of TyG, VAI, and LAP, their fourth quartiles were associated with T2DM for men (aHR 3.54 [95% CI 2.08-6.03], 2.89 [1.72-4.87], and 5.02 [2.85-8.85], respectively) and women (6.15 [3.48-10.85], 4.40 [2.61-7.42], and 6.49 [3.48-12.12], respectively). For predicting T2DM risk, TyG, VAI, and LAP were mostly superior to the TG: HDL-C ratio, but did not differ from FPG and WC.
Prediction of T2DM was not improved by TyG, VAI, and LAP versus FPG or WC alone. Therefore, TyG, VAI, and LAP may not be inexpensive tools for predicting T2DM in rural Chinese people.
在中国农村地区,需要廉价且易于测量的指标来早期预测 2 型糖尿病(T2DM)。本研究旨在比较甘油三酯葡萄糖(TyG)、内脏脂肪(VAI)和脂质蓄积产物(LAP)与传统个体指标及其比值在预测 T2DM 中的作用。
对中国农村队列中基线空腹血糖正常的 11113 人进行了中位时间为 6.0 年的随访。使用 Cox 比例风险回归计算了校正协变量的风险比(aHR)和 95%置信区间(95%CI),并使用受试者工作特征分析比较了基线时传统指标与 TyG、VAI 和 LAP 预测随访时 T2DM 的能力。
在个体指标中,空腹血浆葡萄糖(FPG)和腰围(WC)与 T2DM 密切相关。在所有血脂比值中,升高的甘油三酯(TG)与高密度脂蛋白胆固醇(HDL-C)比值与 T2DM 相关性最强。与 TyG、VAI 和 LAP 的第一四分位数相比,其第四四分位数与男性(aHR 3.54 [95%CI 2.08-6.03]、2.89 [1.72-4.87]和 5.02 [2.85-8.85])和女性(6.15 [3.48-10.85]、4.40 [2.61-7.42]和 6.49 [3.48-12.12])的 T2DM 相关。在预测 T2DM 风险方面,TyG、VAI 和 LAP 大多优于 TG:HDL-C 比值,但与 FPG 和 WC 无差异。
与 FPG 或 WC 相比,TyG、VAI 和 LAP 并不能改善 T2DM 的预测。因此,TyG、VAI 和 LAP 可能不是预测中国农村人群 T2DM 的廉价工具。