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Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis
Emissions of fine particulate matter (PM(2.5)) from human activities have been linked to substantial disease burdens, but evidence regarding how reducing PM(2.5) at its sources would improve public health is sparse. We followed a population-based cohort of 2.7 million adults across Canada from 2007...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894124/ https://www.ncbi.nlm.nih.gov/pubmed/36442082 http://dx.doi.org/10.1073/pnas.2209490119 |
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author | Chen, Hong Quick, Matthew Kaufman, Jay S. Chen, Chen Kwong, Jeffrey C. van Donkelaar, Aaron Meng, Jun Martin, Randall V. Kim, JinHee Lavigne, Eric Bai, Li Li, Yi Tjepkema, Michael Benmarhnia, Tarik Burnett, Richard T. |
author_facet | Chen, Hong Quick, Matthew Kaufman, Jay S. Chen, Chen Kwong, Jeffrey C. van Donkelaar, Aaron Meng, Jun Martin, Randall V. Kim, JinHee Lavigne, Eric Bai, Li Li, Yi Tjepkema, Michael Benmarhnia, Tarik Burnett, Richard T. |
author_sort | Chen, Hong |
collection | PubMed |
description | Emissions of fine particulate matter (PM(2.5)) from human activities have been linked to substantial disease burdens, but evidence regarding how reducing PM(2.5) 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(2.5) and the fractional contributions to PM(2.5) 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(2.5) from any of the five sources been reduced. Compared with no intervention, a 10% annual reduction in PM(2.5) 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(2.5) 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(2.5) levels are among the lowest worldwide, reducing PM(2.5) contributions from anthropogenic sources by as little as 10% annually would yield meaningful health gains. |
format | Online Article Text |
id | pubmed-9894124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-98941242023-02-03 Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis Chen, Hong Quick, Matthew Kaufman, Jay S. Chen, Chen Kwong, Jeffrey C. van Donkelaar, Aaron Meng, Jun Martin, Randall V. Kim, JinHee Lavigne, Eric Bai, Li Li, Yi Tjepkema, Michael Benmarhnia, Tarik Burnett, Richard T. Proc Natl Acad Sci U S A Biological Sciences Emissions of fine particulate matter (PM(2.5)) from human activities have been linked to substantial disease burdens, but evidence regarding how reducing PM(2.5) 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(2.5) and the fractional contributions to PM(2.5) 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(2.5) from any of the five sources been reduced. Compared with no intervention, a 10% annual reduction in PM(2.5) 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(2.5) 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(2.5) levels are among the lowest worldwide, reducing PM(2.5) contributions from anthropogenic sources by as little as 10% annually would yield meaningful health gains. National Academy of Sciences 2022-11-29 2022-12-06 /pmc/articles/PMC9894124/ /pubmed/36442082 http://dx.doi.org/10.1073/pnas.2209490119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Chen, Hong Quick, Matthew Kaufman, Jay S. Chen, Chen Kwong, Jeffrey C. van Donkelaar, Aaron Meng, Jun Martin, Randall V. Kim, JinHee Lavigne, Eric Bai, Li Li, Yi Tjepkema, Michael Benmarhnia, Tarik Burnett, Richard T. Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis |
title | Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis |
title_full | Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis |
title_fullStr | Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis |
title_full_unstemmed | Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis |
title_short | Impact of lowering fine particulate matter from major emission sources on mortality in Canada: A nationwide causal analysis |
title_sort | impact of lowering fine particulate matter from major emission sources on mortality in canada: a nationwide causal analysis |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894124/ https://www.ncbi.nlm.nih.gov/pubmed/36442082 http://dx.doi.org/10.1073/pnas.2209490119 |
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