Hao Yongping, Balluz Lina, Strosnider Heather, Wen Xiao Jun, Li Chaoyang, Qualters Judith R
National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia.
Am J Respir Crit Care Med. 2015 Aug 1;192(3):337-41. doi: 10.1164/rccm.201410-1852OC.
Short-term effects of air pollution exposure on respiratory disease mortality are well established. However, few studies have examined the effects of long-term exposure, and among those that have, results are inconsistent.
To evaluate long-term association between ambient ozone, fine particulate matter (PM2.5, particles with an aerodynamic diameter of 2.5 μm or less), and chronic lower respiratory disease (CLRD) mortality in the contiguous United States.
We fit Bayesian hierarchical spatial Poisson models, adjusting for five county-level covariates (percentage of adults aged ≥65 years, poverty, lifetime smoking, obesity, and temperature), with random effects at state and county levels to account for spatial heterogeneity and spatial dependence.
We derived county-level average daily concentration levels for ambient ozone and PM2.5 for 2001-2008 from the U.S. Environmental Protection Agency's down-scaled estimates and obtained 2007-2008 CLRD deaths from the National Center for Health Statistics. Exposure to ambient ozone was associated with an increased rate of CLRD deaths, with a rate ratio of 1.05 (95% credible interval, 1.01-1.09) per 5-ppb increase in ozone; the association between ambient PM2.5 and CLRD mortality was positive but statistically insignificant (rate ratio, 1.07; 95% credible interval, 0.99-1.14).
This study links air pollution exposure data with CLRD mortality for all 3,109 contiguous U.S. counties. Ambient ozone may be associated with an increased rate of death from CLRD in the contiguous United States. Although we adjusted for selected county-level covariates and unobserved influences through Bayesian hierarchical spatial modeling, the possibility of ecologic bias remains.
空气污染暴露对呼吸道疾病死亡率的短期影响已得到充分证实。然而,很少有研究考察长期暴露的影响,即便有研究考察了,结果也不一致。
评估美国本土环境臭氧、细颗粒物(PM2.5,空气动力学直径为2.5微米或更小的颗粒物)与慢性下呼吸道疾病(CLRD)死亡率之间的长期关联。
我们拟合了贝叶斯分层空间泊松模型,对五个县级协变量(65岁及以上成年人的百分比、贫困程度、终生吸烟情况、肥胖率和温度)进行了调整,并在州和县级设置随机效应以考虑空间异质性和空间依赖性。
我们从美国环境保护局的降尺度估计中得出了2001 - 2008年各县环境臭氧和PM2.5的日均浓度水平,并从国家卫生统计中心获取了2007 - 2008年CLRD死亡数据。环境臭氧暴露与CLRD死亡率上升相关,臭氧每增加5 ppb,率比为1.05(95%可信区间,1.01 - 1.09);环境PM2.5与CLRD死亡率之间的关联为正,但无统计学意义(率比,1.07;95%可信区间,0.99 - 1.14)。
本研究将空气污染暴露数据与美国本土3109个县的CLRD死亡率联系起来。环境臭氧可能与美国本土CLRD死亡率上升有关。尽管我们通过贝叶斯分层空间建模对选定的县级协变量和未观察到的影响进行了调整,但生态偏倚的可能性仍然存在。