Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.
Department of Public Health Sciences, College of Medicine, The Pennsylvania State University College of Medicine, 90 Hope Drive, Hershey, PA, 17033, USA.
Environ Health. 2020 May 14;19(1):50. doi: 10.1186/s12940-020-00593-y.
Atmospheric particulate matter (PM) has been associated with endothelial dysfunction, an early marker of cardiovascular risk. Our aim was to extend this research to a genetically homogenous, geographically stable rural population using location-specific moving-average air pollution exposure estimates indexed to the date of endothelial function measurement.
We measured endothelial function using brachial artery flow-mediated dilation (FMD) in 615 community-dwelling healthy Amish participants. Exposures to PM < 2.5 μm (PM) and PM < 10 μm (PM) were estimated at participants' residential addresses using previously developed geographic information system-based spatio-temporal models and normalized. Associations between PM exposures and FMD were evaluated using linear mixed-effects regression models, and polynomial distributed lag (PDL) models followed by Bayesian model averaging (BMA) were used to assess response to delayed effects occurring across multiple months.
Exposure to PM was consistently inversely associated with FMD, with the strongest (most negative) association for a 12-month moving average (- 0.09; 95% CI: - 0.15, - 0.03). Associations with PM were also strongest for a 12-month moving average but were weaker than for PM (- 0.07; 95% CI: - 0.13, - 0.09). Associations of PM and PM with FMD were somewhat stronger in men than in women, particularly for PM.
Using location-specific moving-average air pollution exposure estimates, we have shown that 12-month moving-average estimates of PM and PM exposure are associated with impaired endothelial function in a rural population.
大气颗粒物(PM)与血管内皮功能障碍有关,后者是心血管风险的早期标志物。我们的目的是使用特定位置的移动平均空气污染暴露估计值,并将其与内皮功能测量日期相关联,将这项研究扩展到遗传上同质、地理位置稳定的农村人群。
我们使用肱动脉血流介导的扩张(FMD)在 615 名居住在社区的健康阿米什参与者中测量内皮功能。使用先前开发的基于地理信息系统的时空模型,在参与者的居住地址估算 PM<2.5μm(PM)和 PM<10μm(PM)的暴露量,并进行标准化。使用线性混合效应回归模型评估 PM 暴露与 FMD 之间的关联,并使用多项式分布滞后(PDL)模型,然后进行贝叶斯模型平均(BMA),以评估跨多个月发生的延迟效应的反应。
PM 暴露与 FMD 呈一致的负相关,12 个月移动平均值的相关性最强(最负)(-0.09;95%置信区间:-0.15,-0.03)。PM 与 FMD 的关联也最强,但弱于 PM(-0.07;95%置信区间:-0.13,-0.09)。PM 和 PM 与 FMD 的关联在男性中比女性更强,尤其是 PM。
使用特定位置的移动平均空气污染暴露估计值,我们已经表明,PM 和 PM 的 12 个月移动平均值暴露与农村人群的内皮功能障碍有关。