Li Zhu, Zhou Lin, Wu Yongshi, Ding Tao, Gan Yuxin, Fan Xiang
School of Basic Medical Sciences, Zhejiang Chinese Medical University, No. 548 Binwen Road, Binjiang District, Hangzhou, 310053, China.
BMC Public Health. 2025 Jan 3;25(1):24. doi: 10.1186/s12889-024-21206-0.
Family income to poverty ratio (PIR) may have independent effects on diet and lifestyle factors and the development of prediabetes and diabetes, as well as on mortality. It is unclear how the protective effect of a healthy lifestyle against death differs between individuals with different glucose metabolic profiles and whether PIR mediates this effect. This study aimed to explore whether healthy lifestyle and family PIR reduced the risk of all-cause mortality in participants with different metabolic status and the mediating role of PIR.
In total, 21,411 participants from the 2001-2018 National Health and Nutrition Examination Survey (NHANES) and follow-up until 2019 were included. The weighted healthy lifestyle score was constructed based on smoking, alcohol consumption, physical activity, diet (HEI-2015), and body mass index. Generalized linear regression models were used to analyze the association between healthy lifestyle, PIR, and all-cause mortality. Cox proportional hazard models were used to calculate hazard ratios (HRs) and 95% confidence intervals, Kaplan-Meier survival curve was used to analyze the all-cause mortality associated with PIR and lifestyle. Furthermore, the mediation proportion of PIR in all-cause mortality attributed to healthy lifestyle was analyzed among participants with normal glucose regulation, prediabetes, or diabetes after multivariable adjustment.
There were significant differences in healthy lifestyle and PIR among people with normal glucose regulation, prediabetes and diabetes. During a mean follow-up of 92 months, participants with prediabetes or diabetes were also likely to have a higher mortality rate, respectively 583 (8.3%) and 263 (12.7%). More than 2 healthy lifestyles were associated with 42% (HR, 0.58; 95% CI, 0.35-0.95) to 76% (HR, 0.24; 95% CI, 0.12-0.44) reduced risk of all-cause mortality among participants with prediabetes, but among those with diabetes, who had ≥ 4 healthy lifestyles were associated with 72% reduced risk of all-cause mortality (HR, 0.28; 95% CI, 0.09-0.90). The middle and high PIR were associated with at least a 37% (HR, 0.63; 95% CI, 0.47-0.83) to 65% (HR, 0.35; 95% CI, 0.18-0.68) lower risk of all-cause mortality in participants with prediabetes and diabetes. Furthermore, PIR mediated 5.81-14.93% and 7.72-10.10% of the association between healthy lifestyle and all-cause mortality among normal glucose regulation and prediabetic participants, respectively. However, the mediating effect of PIR was not significant among diabetic participants.
Our findings highlight the importance of promoting adherence to a healthy lifestyle and improving PIR in prediabetic patients to reduce the risk of all-cause mortality, and the protective effect is more significant with more healthy lifestyles and higher PIR. This study can help clinicians and health systems develop more targeted treatments for people with different metabolic levels.
家庭收入与贫困率(PIR)可能对饮食和生活方式因素、糖尿病前期和糖尿病的发展以及死亡率产生独立影响。尚不清楚健康生活方式对死亡的保护作用在不同糖代谢状况的个体之间有何差异,以及PIR是否介导了这种作用。本研究旨在探讨健康生活方式和家庭PIR是否降低了不同代谢状态参与者的全因死亡风险以及PIR的中介作用。
总共纳入了2001 - 2018年国家健康与营养检查调查(NHANES)的21411名参与者,并随访至2019年。基于吸烟、饮酒、身体活动、饮食(HEI - 2015)和体重指数构建加权健康生活方式评分。使用广义线性回归模型分析健康生活方式、PIR与全因死亡率之间的关联。使用Cox比例风险模型计算风险比(HR)和95%置信区间,使用Kaplan - Meier生存曲线分析与PIR和生活方式相关的全因死亡率。此外,在多变量调整后,分析了PIR在正常血糖调节、糖尿病前期或糖尿病参与者中归因于健康生活方式的全因死亡率中的中介比例。
正常血糖调节、糖尿病前期和糖尿病患者在健康生活方式和PIR方面存在显著差异。在平均92个月的随访期间,糖尿病前期或糖尿病参与者的死亡率也可能更高,分别为583例(8.3%)和263例(12.7%)。超过2种健康生活方式与糖尿病前期参与者全因死亡风险降低42%(HR,0.58;95% CI,0.35 - 0.95)至76%(HR,0.24;95% CI,0.12 - 0.44)相关,但在糖尿病患者中,有≥4种健康生活方式与全因死亡风险降低72%相关(HR,0.28;95% CI,0.09 - 0.90)。中高PIR与糖尿病前期和糖尿病参与者全因死亡风险至少降低37%(HR,0.63;95% CI,0.47 - 0.83)至65%(HR, 0.35;95% CI,0.18 - 0.68)相关。此外,PIR分别介导了正常血糖调节和糖尿病前期参与者中健康生活方式与全因死亡率之间关联的5.81% - 14.93%和7.72% - 10.10%。然而,PIR在糖尿病参与者中的中介作用不显著。
我们的研究结果强调了促进糖尿病前期患者坚持健康生活方式和改善PIR以降低全因死亡风险的重要性,且健康生活方式越多、PIR越高,保护作用越显著。本研究可帮助临床医生和卫生系统为不同代谢水平的人群制定更具针对性的治疗方案。