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降低主要排放源的细颗粒物对加拿大死亡率的影响:全国性因果分析。

Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis.

机构信息

Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada.

Public Health Ontario, Toronto, ON M5G 1V2, Canada.

出版信息

Proc Natl Acad Sci U S A. 2022 Dec 6;119(49):e2209490119. doi: 10.1073/pnas.2209490119. Epub 2022 Nov 28.

Abstract

Emissions of fine particulate matter (PM) from human activities have been linked to substantial disease burdens, but evidence regarding how reducing PM at its sources would improve public health is sparse. We followed a population-based cohort of 2.7 million adults across Canada from 2007 through 2016. For each participant, we estimated annual mean concentrations of PM and the fractional contributions to PM from the five leading anthropogenic sources at their residential address using satellite observations in combination with a global atmospheric chemistry transport model. For each source, we estimated the causal effects of six hypothetical interventions on 10-y nonaccidental mortality risk using the parametric g-formula, a structural causal model. We conducted stratified analyses by age, sex, and income. This cohort would have experienced tangible health gains had contributions to PM from any of the five sources been reduced. Compared with no intervention, a 10% annual reduction in PM contributions from transportation and power generation, Canada's largest and fifth-largest anthropogenic sources, would have prevented approximately 175 (95%CI: 123-226) and 90 (95%CI: 63-117) deaths per million by 2016, respectively. A more intensive 50% reduction per year in PM contributions from the two sources would have averted 360 and 185 deaths per million, respectively, by 2016. The potential health benefits were greater among men, older adults, and low-income earners. In Canada, where PM levels are among the lowest worldwide, reducing PM contributions from anthropogenic sources by as little as 10% annually would yield meaningful health gains.

摘要

人为活动排放的细颗粒物 (PM) 与大量疾病负担有关,但关于减少 PM 源如何改善公众健康的证据很少。我们跟踪了 2007 年至 2016 年间加拿大 270 万成年人的基于人群的队列。对于每个参与者,我们使用卫星观测结合全球大气化学输送模型,估算了他们居住地址处的 PM 年平均浓度以及 PM 来自五个主要人为源的分数贡献。对于每个来源,我们使用参数 g 公式(一种结构因果模型)估计了六个假设干预措施对 10 年非意外死亡率风险的因果影响。我们按年龄、性别和收入进行了分层分析。如果任何一个来源的 PM 贡献减少,该队列将经历切实的健康收益。与没有干预相比,交通和发电这两个加拿大最大和第五大人为来源的 PM 贡献每年减少 10%,将分别预防 2016 年每百万 175 人(95%CI:123-226)和 90 人(95%CI:63-117)死亡;每年减少 50%的 PM 贡献将分别预防 2016 年每百万 360 人和 185 人死亡。在男性、老年人和低收入者中,潜在的健康益处更大。在加拿大,PM 水平处于世界最低水平之列,每年减少人为来源的 PM 贡献 10%就会产生有意义的健康收益。

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