Department of Epidemiology, University of California at Los Angeles (UCLA) Fielding School of Public Health, Los Angeles, California, USA.
Department of Environmental Health Sciences, UCLA Fielding School of Public Health, Los Angeles, California, USA.
Environ Health Perspect. 2021 Sep;129(9):97004. doi: 10.1289/EHP8620. Epub 2021 Sep 8.
Type 2 diabetes is a leading contributor to the global burden of morbidity and mortality. Ozone () exposure has previously been linked to diabetes.
We studied the impact of exposure on incident diabetes risk in elderly Mexican Americans and investigated whether outdoor physical activity modifies the association.
We selected 1,090 Mexican American participants from the Sacramento Area Latino Study on Aging conducted from 1998 to 2007. Ambient exposure levels were modeled with a land-use regression built with saturation monitoring data collected at 49 sites across the Sacramento metropolitan area. Using Cox proportional hazard models, we estimated the risk of developing incident diabetes based on average exposure modeled for 5-y prior to incident diabetes diagnosis or last follow-up. Further, we estimated outdoor leisure-time physical activity at baseline and investigated whether higher vs. lower levels modified the association between exposure and diabetes.
In total, 186 incident diabetes cases were identified during 10-y follow-up. Higher levels of physical activity were negatively associated with incident diabetes [ (95% CI: 0.43, 0.95)]. The estimated HRs for incident diabetes was 1.13 (95% CI: 1.00, 1.28) per 10-ppb increment of 5-y average exposure; also, this association was stronger among those physically active outdoors [ (95% CI: 1.21, 1.90)], and close to null for those reporting lower levels of outdoor activity [ (95% CI: 0.90, 1.20), ].
Our findings suggest that ambient exposure contributes to the development of type 2 diabetes, particularly among those with higher levels of leisure-time outdoor physical activity. Policies and strategies are needed to reduce exposure to guarantee that the health benefits of physical activity are not diminished by higher levels of pollution in susceptible populations such as older Hispanics. https://doi.org/10.1289/EHP8620.
2 型糖尿病是导致全球发病率和死亡率的主要原因之一。臭氧()暴露先前与糖尿病有关。
我们研究了暴露于臭氧对老年墨西哥裔美国人发生糖尿病风险的影响,并探讨了户外活动是否会改变这种关联。
我们从 1998 年至 2007 年进行的萨克拉门托拉丁裔老龄化研究中选择了 1090 名墨西哥裔美国参与者。使用基于在萨克拉门托大都市区 49 个地点收集的饱和监测数据构建的土地利用回归模型来模拟环境臭氧暴露水平。使用 Cox 比例风险模型,我们根据发生糖尿病诊断或最后一次随访前 5 年平均臭氧暴露情况,估计发生糖尿病的风险。此外,我们还估计了基线时的户外休闲时间体力活动,并研究了较高与较低水平的体力活动是否改变了臭氧暴露与糖尿病之间的关联。
在 10 年的随访期间,共发现 186 例新发糖尿病病例。较高水平的体力活动与新发糖尿病呈负相关[(95%CI:0.43,0.95)]。5 年平均臭氧暴露每增加 10-ppb,发生糖尿病的估计 HR 为 1.13(95%CI:1.00,1.28);此外,这种关联在户外活动较多的人群中更强[(95%CI:1.21,1.90)],而在户外活动水平较低的人群中接近无效[(95%CI:0.90,1.20)]。
我们的研究结果表明,环境臭氧暴露会导致 2 型糖尿病的发生,尤其是在那些休闲时间户外活动较多的人群中。需要采取政策和策略来减少臭氧暴露,以确保体力活动的健康益处不会因易感人群(如老年西班牙裔)中较高水平的臭氧污染而减弱。