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Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area
BACKGROUND: Satellite-based PM(2.5) predictions are being used to advance exposure science and air-pollution epidemiology in developed countries; including emerging evidence about the impacts of PM(2.5) on acute health outcomes beyond the cardiovascular and respiratory systems, and the potential mod...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10580614/ https://www.ncbi.nlm.nih.gov/pubmed/37848890 http://dx.doi.org/10.1186/s12940-023-01024-4 |
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author | Gutiérrez-Avila, Iván Riojas-Rodríguez, Horacio Colicino, Elena Rush, Johnathan Tamayo-Ortiz, Marcela Borja-Aburto, Víctor Hugo Just, Allan C. |
author_facet | Gutiérrez-Avila, Iván Riojas-Rodríguez, Horacio Colicino, Elena Rush, Johnathan Tamayo-Ortiz, Marcela Borja-Aburto, Víctor Hugo Just, Allan C. |
author_sort | Gutiérrez-Avila, Iván |
collection | PubMed |
description | BACKGROUND: Satellite-based PM(2.5) predictions are being used to advance exposure science and air-pollution epidemiology in developed countries; including emerging evidence about the impacts of PM(2.5) on acute health outcomes beyond the cardiovascular and respiratory systems, and the potential modifying effects from individual-level factors in these associations. Research on these topics is lacking in low and middle income countries. We aimed to explore the association between short-term exposure to PM(2.5) with broad-category and cause-specific mortality outcomes in the Mexico City Metropolitan Area (MCMA), and potential effect modification by age, sex, and SES characteristics in such associations. METHODS: We used a time-stratified case-crossover study design with 1,479,950 non-accidental deaths from the MCMA for the period of 2004–2019. Daily 1 × 1 km PM(2.5) (median = 23.4 μg/m(3); IQR = 13.6 μg/m(3)) estimates from our satellite-based regional model were employed for exposure assessment at the sub-municipality level. Associations between PM(2.5) with broad-category (organ-system) and cause-specific mortality outcomes were estimated with distributed lag conditional logistic models. We also fit models stratifying by potential individual-level effect modifiers including; age, sex, and individual SES-related characteristics namely: education, health insurance coverage, and job categories. Odds ratios were converted into percent increase for ease of interpretation. RESULTS: PM(2.5) exposure was associated with broad-category mortality outcomes, including all non-accidental, cardiovascular, cerebrovascular, respiratory, and digestive mortality. A 10-μg/m(3) PM(2.5) higher cumulative exposure over one week (lag(06)) was associated with higher cause-specific mortality outcomes including hypertensive disease [2.28% (95%CI: 0.26%–4.33%)], acute ischemic heart disease [1.61% (95%CI: 0.59%–2.64%)], other forms of heart disease [2.39% (95%CI: -0.35%–5.20%)], hemorrhagic stroke [3.63% (95%CI: 0.79%–6.55%)], influenza and pneumonia [4.91% (95%CI: 2.84%–7.02%)], chronic respiratory disease [2.49% (95%CI: 0.71%–4.31%)], diseases of the liver [1.85% (95%CI: 0.31%–3.41%)], and renal failure [3.48% (95%CI: 0.79%–6.24%)]. No differences in effect size of associations were observed between age, sex and SES strata. CONCLUSIONS: Exposure to PM(2.5) was associated with non-accidental, broad-category and cause-specific mortality outcomes beyond the cardiovascular and respiratory systems, including specific death-causes from the digestive and genitourinary systems, with no indication of effect modification by individual-level characteristics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-023-01024-4. |
format | Online Article Text |
id | pubmed-10580614 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105806142023-10-18 Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area Gutiérrez-Avila, Iván Riojas-Rodríguez, Horacio Colicino, Elena Rush, Johnathan Tamayo-Ortiz, Marcela Borja-Aburto, Víctor Hugo Just, Allan C. Environ Health Research BACKGROUND: Satellite-based PM(2.5) predictions are being used to advance exposure science and air-pollution epidemiology in developed countries; including emerging evidence about the impacts of PM(2.5) on acute health outcomes beyond the cardiovascular and respiratory systems, and the potential modifying effects from individual-level factors in these associations. Research on these topics is lacking in low and middle income countries. We aimed to explore the association between short-term exposure to PM(2.5) with broad-category and cause-specific mortality outcomes in the Mexico City Metropolitan Area (MCMA), and potential effect modification by age, sex, and SES characteristics in such associations. METHODS: We used a time-stratified case-crossover study design with 1,479,950 non-accidental deaths from the MCMA for the period of 2004–2019. Daily 1 × 1 km PM(2.5) (median = 23.4 μg/m(3); IQR = 13.6 μg/m(3)) estimates from our satellite-based regional model were employed for exposure assessment at the sub-municipality level. Associations between PM(2.5) with broad-category (organ-system) and cause-specific mortality outcomes were estimated with distributed lag conditional logistic models. We also fit models stratifying by potential individual-level effect modifiers including; age, sex, and individual SES-related characteristics namely: education, health insurance coverage, and job categories. Odds ratios were converted into percent increase for ease of interpretation. RESULTS: PM(2.5) exposure was associated with broad-category mortality outcomes, including all non-accidental, cardiovascular, cerebrovascular, respiratory, and digestive mortality. A 10-μg/m(3) PM(2.5) higher cumulative exposure over one week (lag(06)) was associated with higher cause-specific mortality outcomes including hypertensive disease [2.28% (95%CI: 0.26%–4.33%)], acute ischemic heart disease [1.61% (95%CI: 0.59%–2.64%)], other forms of heart disease [2.39% (95%CI: -0.35%–5.20%)], hemorrhagic stroke [3.63% (95%CI: 0.79%–6.55%)], influenza and pneumonia [4.91% (95%CI: 2.84%–7.02%)], chronic respiratory disease [2.49% (95%CI: 0.71%–4.31%)], diseases of the liver [1.85% (95%CI: 0.31%–3.41%)], and renal failure [3.48% (95%CI: 0.79%–6.24%)]. No differences in effect size of associations were observed between age, sex and SES strata. CONCLUSIONS: Exposure to PM(2.5) was associated with non-accidental, broad-category and cause-specific mortality outcomes beyond the cardiovascular and respiratory systems, including specific death-causes from the digestive and genitourinary systems, with no indication of effect modification by individual-level characteristics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-023-01024-4. BioMed Central 2023-10-17 /pmc/articles/PMC10580614/ /pubmed/37848890 http://dx.doi.org/10.1186/s12940-023-01024-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Gutiérrez-Avila, Iván Riojas-Rodríguez, Horacio Colicino, Elena Rush, Johnathan Tamayo-Ortiz, Marcela Borja-Aburto, Víctor Hugo Just, Allan C. Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area |
title | Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area |
title_full | Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area |
title_fullStr | Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area |
title_full_unstemmed | Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area |
title_short | Short-term exposure to PM(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the Mexico City Metropolitan Area |
title_sort | short-term exposure to pm(2.5) and 1.5 million deaths: a time-stratified case-crossover analysis in the mexico city metropolitan area |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10580614/ https://www.ncbi.nlm.nih.gov/pubmed/37848890 http://dx.doi.org/10.1186/s12940-023-01024-4 |
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