Department of Interventional Radiology and Vascular Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
Front Endocrinol (Lausanne). 2024 Aug 8;15:1427207. doi: 10.3389/fendo.2024.1427207. eCollection 2024.
Previous studies have confirmed a positive correlation between the Triglyceride-Glucose (TyG) index and future risk of diabetes. However, evidence of this association in non-obese young populations remains limited. This study aims to investigate the relationship between the TyG index and the future risk of diabetes among non-obese young adults.
This retrospective cohort study included 113,509 non-obese young adults from China and 9,549 from Japan. The mean age was 35.73 ± 6.38 years, and 56,469 participants (45.89%) were male. The median follow-up duration was 3.38 years. The association between baseline TyG index and risk of diabetes was examined using Cox proportional hazards regression models. Non-linear relationships between the TyG index and risk of diabetes were identified using cubic splines and smoothed curve fitting in the Cox models. Sensitivity and subgroup analyses were also conducted.
After adjusting for covariates, the results indicated a positive correlation between the TyG index and risk of diabetes in non-obese young adults (HR=3.57, 95% CI: 2.92-4.36, P<0.0001). A non-linear relationship was observed with an inflection point at 7.3. The HR to the right of this inflection point was 3.70 (95% CI: 3.02-4.52, P<0.0001), while to the left, it was 0.34 (95% CI: 0.06-1.88, P=0.2161). The robustness of our findings was confirmed through a series of sensitivity analyses and subgroup analyses.
This study reveals a positive and non-linear association between the TyG index and risk of diabetes among non-obese young adults. Interventions aimed at reducing the TyG index by lowering triglycerides or fasting glucose levels could substantially decrease the future likelihood of developing diabetes in this population.
先前的研究已经证实甘油三酯-葡萄糖(TyG)指数与糖尿病的未来风险呈正相关。然而,在非肥胖的年轻人群中,这种关联的证据仍然有限。本研究旨在探讨非肥胖年轻成年人中 TyG 指数与糖尿病未来风险之间的关系。
这是一项回顾性队列研究,纳入了来自中国的 113509 名非肥胖年轻成年人和来自日本的 9549 名参与者。平均年龄为 35.73±6.38 岁,56469 名参与者(45.89%)为男性。中位随访时间为 3.38 年。使用 Cox 比例风险回归模型来检验基线 TyG 指数与糖尿病风险之间的关系。在 Cox 模型中使用三次样条和平滑曲线拟合来识别 TyG 指数与糖尿病风险之间的非线性关系。还进行了敏感性和亚组分析。
在调整了协变量后,结果表明 TyG 指数与非肥胖年轻成年人的糖尿病风险呈正相关(HR=3.57,95%CI:2.92-4.36,P<0.0001)。观察到 TyG 指数与糖尿病风险之间存在非线性关系,拐点为 7.3。拐点右侧的 HR 为 3.70(95%CI:3.02-4.52,P<0.0001),而左侧的 HR 为 0.34(95%CI:0.06-1.88,P=0.2161)。通过一系列敏感性分析和亚组分析证实了我们研究结果的稳健性。
本研究揭示了非肥胖年轻成年人中 TyG 指数与糖尿病风险之间存在正相关且非线性的关系。通过降低甘油三酯或空腹血糖水平来降低 TyG 指数,可能会显著降低该人群未来发生糖尿病的可能性。