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Risk of Incident Diabetes in Relation to Long-term Exposure to Fine Particulate Matter in Ontario, Canada

机译:与加拿大安大略省长期长期接触细颗粒物有关的糖尿病风险

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Background: Ambient fine particulate matter (PM2.5) has been linked to cardiovascular mortality and morbidity, possibly arising from systemic inflammation, endothelial dysfunction, and oxidative stress, which may induce vasoconstriction and insulin resistance. Method: To determine whether long-term exposure to PM2.5 is associated with incident diabetes, we assembled a cohort of 62,012 nondiabetic adults who lived in Ontario, Canada, and who completed one of five population-based health surveys between 1996 and 2005. We also assembled a second cohort comprising the entire adult population of Ontario between 1996 and 2010 (~7 million). Follow-up extended until December 31, 2010. Incident diabetes, mostly type-Ⅱ, among cohort members was ascertained using the Ontario Diabetes Database, a validated registry (sensitivity=86% and specificity=97%). Long-term annual mean concentrations of PM2.5 at the residences of subjects were derived from satellite observations. We used Cox proportional hazards models, adjusting for numerous individual and contextual risk factors such as hypertension, body-mass index, smoking, diet, and neighbourhood income. We repeated the analysis for the entire Ontario cohort, but adjustment was limited to fewer covariates. We conducted several sensitivity analyses, including, assessing the impact of residential mobility on the effect estimates and examining whether the effects of PM2.5 changed over time. Results: Between 1996 and 2010, yearly incidence rate of diabetes in both cohorts was about 12 per 1000. In the analysis of the cohort from the surveys, for every 10μg/m3 increase of PM2.5, the adjusted hazard ratio (HR10) was 1.11 (95% confidence interval (CI): 1.02-1.21). For the entire Ontario cohort, we observed an adjusted HR10 of 1.15 (95%CI: 1.14-1.15). The estimates of association were unchanged in our sensitivity analyses. Conclusions: Results from this study contribute to a small, but growing body of literature suggesting an association between PM2.5 and development of diabetes.
机译:背景:环境中的细颗粒物(PM2.5)与心血管疾病的死亡率和发病率有关,可能是由于全身性炎症,内皮功能障碍和氧化应激引起的,这些氧化应激可能引起血管收缩和胰岛素抵抗。方法:为确定长期暴露于PM2.5是否与糖尿病相关,我们收集了62,012名非糖尿病成年人的队列,这些成年人居住在加拿大安大略省,并于1996年至2005年间完成了五项基于人口的健康调查之一。我们还组建了第二个队列,其中包括1996年至2010年(约700万)安大略省的全部成年人口。随访期延长至2010年12月31日。使用经验证的注册表“安大略糖尿病数据库”确定了队列成员中大多数为II型糖尿病的发生率(敏感性= 86%,特异性= 97%)。受试者居所中PM2.5的长期年平均浓度来自卫星观测。我们使用了Cox比例风险模型,针对众多个人和背景风险因素进行了调整,例如高血压,身体质量指数,吸烟,饮食和社区收入。我们对整个安大略省队列进行了重复分析,但调整仅限于较少的协变量。我们进行了几项敏感性分析,包括评估住宅移动性对影响估计的影响以及检查PM2.5的影响是否随时间变化。结果:1996年至2010年,两个队列的糖尿病年发生率约为每千人12例。根据调查的队列分析,每增加10μg/ m3 PM2.5,调整后的危险比(HR10)为1.11(95%置信区间(CI):1.02-1.21)。对于整个安大略省队列,我们​​观察到调整后的HR10为1.15(95%CI:1.14-1.15)。在我们的敏感性分析中,关联的估计没有变化。结论:这项研究的结果对一小部分但正在增长的文献做出了贡献,表明PM2.5与糖尿病的发展之间存在关联。

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