Wu Jingyi, Li Pengfei, Shang Shaomei
Advanced Institute of Information Technology, Peking University, Hangzhou, China.
School of Nursing, Peking University, Beijing, China.
NPJ Metab Health Dis. 2025 Jul 2;3(1):31. doi: 10.1038/s44324-025-00075-0.
This prospective cohort study included 408,760 older adults to investigate complex interaction between waist circumference (WC), blood glucose (BG) or blood pressure (BP), and sex in relation to elderly mortality. We used Cox regression models incorporating a tensor product interaction function to model joint impacts of WC and four cardiometabolic markers on mortality, and developed a two-dimensional exposure-response function (ERF) to quantify the population adaptability to cardiometabolic dysfunction across different WC levels. The linear and nonlinear effects of BG and BP on mortality varied by WC, with significant synergistic interactions. The two-dimensional ERF quantified variations in excess mortality risk across different WC and cardiometabolic marker combinations. Individuals with higher WC exhibited a forward shift in risk thresholds, indicating reduced adaptability to elevated BG and BP levels. Our findings highlight the need for targeted cardiometabolic health management strategies to enhance adaptability and reduce the burden of cardiometabolic diseases in aging populations.
这项前瞻性队列研究纳入了408,760名老年人,以调查腰围(WC)、血糖(BG)或血压(BP)与性别之间的复杂相互作用与老年人死亡率的关系。我们使用了包含张量积相互作用函数的Cox回归模型来模拟WC和四种心血管代谢标志物对死亡率的联合影响,并开发了二维暴露-反应函数(ERF)来量化不同WC水平下人群对心血管代谢功能障碍的适应性。BG和BP对死亡率的线性和非线性影响因WC而异,存在显著的协同相互作用。二维ERF量化了不同WC和心血管代谢标志物组合下超额死亡风险的变化。WC较高的个体风险阈值向前移动,表明对升高的BG和BP水平的适应性降低。我们的研究结果强调了需要有针对性的心血管代谢健康管理策略,以提高适应性并减轻老年人群中心血管代谢疾病的负担。