Di Qian, Wang Yan, Zanobetti Antonella, Wang Yun, Koutrakis Petros, Choirat Christine, Dominici Francesca, Schwartz Joel D
From the Departments of Environmental Health (Q.D., Yan Wang, A.Z., P.K., J.D.S.) and Biostatistics (Yun Wang, C.C., F.D.), Harvard T.H. Chan School of Public Health, Boston.
N Engl J Med. 2017 Jun 29;376(26):2513-2522. doi: 10.1056/NEJMoa1702747.
Studies have shown that long-term exposure to air pollution increases mortality. However, evidence is limited for air-pollution levels below the most recent National Ambient Air Quality Standards. Previous studies involved predominantly urban populations and did not have the statistical power to estimate the health effects in underrepresented groups.
We constructed an open cohort of all Medicare beneficiaries (60,925,443 persons) in the continental United States from the years 2000 through 2012, with 460,310,521 person-years of follow-up. Annual averages of fine particulate matter (particles with a mass median aerodynamic diameter of less than 2.5 μm [PM]) and ozone were estimated according to the ZIP Code of residence for each enrollee with the use of previously validated prediction models. We estimated the risk of death associated with exposure to increases of 10 μg per cubic meter for PM and 10 parts per billion (ppb) for ozone using a two-pollutant Cox proportional-hazards model that controlled for demographic characteristics, Medicaid eligibility, and area-level covariates.
Increases of 10 μg per cubic meter in PM and of 10 ppb in ozone were associated with increases in all-cause mortality of 7.3% (95% confidence interval [CI], 7.1 to 7.5) and 1.1% (95% CI, 1.0 to 1.2), respectively. When the analysis was restricted to person-years with exposure to PM of less than 12 μg per cubic meter and ozone of less than 50 ppb, the same increases in PM and ozone were associated with increases in the risk of death of 13.6% (95% CI, 13.1 to 14.1) and 1.0% (95% CI, 0.9 to 1.1), respectively. For PM, the risk of death among men, blacks, and people with Medicaid eligibility was higher than that in the rest of the population.
In the entire Medicare population, there was significant evidence of adverse effects related to exposure to PM and ozone at concentrations below current national standards. This effect was most pronounced among self-identified racial minorities and people with low income. (Supported by the Health Effects Institute and others.).
研究表明,长期暴露于空气污染中会增加死亡率。然而,对于低于最新国家环境空气质量标准的空气污染水平,证据有限。以往的研究主要涉及城市人口,且没有足够的统计能力来估计未被充分代表群体的健康影响。
我们构建了一个开放队列,纳入2000年至2012年美国大陆所有医疗保险受益人(60,925,443人),随访人年数达460,310,521人年。使用先前验证的预测模型,根据每个参保人的居住邮政编码估算细颗粒物(质量中位空气动力学直径小于2.5μm的颗粒物[PM])和臭氧的年平均浓度。我们使用双污染物Cox比例风险模型估计与PM每立方米增加10μg和臭氧每十亿分率增加10ppb相关的死亡风险,该模型控制了人口统计学特征、医疗补助资格和地区水平协变量。
PM每立方米增加10μg和臭氧每十亿分率增加10ppb分别与全因死亡率增加7.3%(95%置信区间[CI],7.1至7.5)和1.1%(95%CI,1.0至1.2)相关。当分析仅限于PM暴露量低于每立方米12μg且臭氧暴露量低于50ppb的人年时,相同的PM和臭氧增加量分别与死亡风险增加13.6%(95%CI,13.1至14.1)和1.0%(95%CI,0.9至1.1)相关。对于PM,男性、黑人以及有医疗补助资格的人群的死亡风险高于其他人群。
在整个医疗保险人群中,有显著证据表明,暴露于低于当前国家标准浓度的PM和臭氧会产生不良影响。这种影响在自我认定的少数族裔和低收入人群中最为明显。(由健康影响研究所等资助。)