Department of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China.
Department of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China; Division of Clinical Research Design, Sun Yat-Sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
Ecotoxicol Environ Saf. 2024 Apr 15;275:116274. doi: 10.1016/j.ecoenv.2024.116274. Epub 2024 Apr 1.
Evidence of modifying effect of various dietary patterns (DPs) on risk of type 2 diabetes (T2D) induced by long-term exposure to air pollution (AP) is still rather lacking, which therefore we aimed to explore in this study.
We included 78,230 UK Biobank participants aged 40-70 years with at least 2 typical 24-hour dietary assessments and without baseline diabetes. The annual average concentration of particulate matter with diameter micrometers ≤2.5 (PM) and ≤10 (PM), nitrogen dioxide (NO), and nitrogen oxides (NO) estimated by land use regression model was the alternative proxy of long-term AP exposure. Three well-known prior DPs such as Mediterranean diet (MED), dietary approaches to stop hypertension diet (DASH), and empirical dietary inflammatory pattern (EDIP), as well as three posterior DPs derived by the rank reduced regression model were used to capture participants' dietary habits. Cox regression models were used to estimate AP-T2D and DP-T2D associations. Modifying effect of DPs on AP-T2D association was assessed using stratified analysis and heterogeneity test.
During a median follow-up 12.19 years, 1,693 participants developed T2D. PM, PM, NO, and NO significantly increased the T2D risk (P <0.05), with hazard ratio (HR) and 95% confidence interval (95% CI) for per interquartile range increase being 1.09 (1.02,1.15), 1.04 (1.00, 1.09), 1.11 (1.04, 1.18), and 1.08 (1.03, 1.14), respectively. Comparing high with low adherence, healthy DPs were associated with a 14-41% lower T2D risk. Participants with high adherence to MED, DASH, and anti-EDIP, alongside the posterior anti-oxidative dietary pattern (AODP) had attenuated and statistically non-significant NO-T2D and NO-T2D associations (P <0.05).
Multiple forms of healthy DPs help reduce the T2D risk associated with long-term exposure to NO and NO. Our findings indicate that adherence to healthy DPs is a feasible T2D prevention strategy for people long-term suffering from NO and NO pollution.
长期暴露于空气污染(AP)与 2 型糖尿病(T2D)风险之间存在关联,但有关各种饮食模式(DPs)对这种关联的修饰作用的证据仍相对缺乏,因此本研究旨在对此进行探索。
我们纳入了 78230 名年龄在 40-70 岁之间的英国生物库参与者,这些参与者至少进行了两次典型的 24 小时饮食评估,且基线时无糖尿病。使用基于土地利用回归模型估计的年均直径为微米的细颗粒物(PM)和≤10(PM)、二氧化氮(NO)和氮氧化物(NO)浓度作为长期 AP 暴露的替代指标。采用三种公认的预先存在的 DP,即地中海饮食(MED)、停止高血压的饮食方法(DASH)和经验性饮食炎症模式(EDIP),以及通过排名减少回归模型得出的三种后续 DP,来捕获参与者的饮食习惯。使用 Cox 回归模型估计 AP-T2D 和 DP-T2D 之间的关联。通过分层分析和异质性检验来评估 DP 对 AP-T2D 关联的修饰作用。
在中位随访 12.19 年期间,有 1693 名参与者发生了 T2D。PM、PM、NO 和 NO 显著增加了 T2D 风险(P<0.05),每增加一个四分位间距的危害比(HR)和 95%置信区间(95%CI)分别为 1.09(1.02,1.15)、1.04(1.00,1.09)、1.11(1.04,1.18)和 1.08(1.03,1.14)。与低依从性相比,健康 DP 与 14%-41%的 T2D 风险降低相关。与 MED、DASH 和抗 EDIP 相比,高依从性参与者以及后续的抗氧化饮食模式(AODP)可减弱且统计学上不显著的 NO-T2D 和 NO-T2D 关联(P<0.05)。
多种形式的健康 DP 有助于降低与长期暴露于 NO 和 NO 相关的 T2D 风险。我们的研究结果表明,对于长期遭受 NO 和 NO 污染的人群来说,坚持健康 DP 是一种可行的 T2D 预防策略。