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SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México
OBJECTIVES: To determine whether air pollution or changes in SARS-CoV-2 lineages lead to an increase in mortality. METHODS: Descriptive statistics were used to calculate rates of infection (2020–2021). RT–PCR was used to compare viral loads from October 2020 to February 2021. Next-generation sequenc...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116164/ https://www.ncbi.nlm.nih.gov/pubmed/37131453 http://dx.doi.org/10.1016/j.idm.2023.04.004 |
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author | Torres-Anguiano, Elizabeth Sánchez-López, Itzel Garduno-Robles, Angeles Rivas-Carrillo, Jorge David Rivera-León, Edgar Alfonso Sánchez-Enríquez, Sergio Ornelas-Hernández, Luis Fernando Zazueta León-Quintero, Fernando Salazar León-Quintero, Eduardo Narciso Juárez-López, Guillermo Enrique Sánchez-Zubieta, Fernando Antonio Ochoa-Bru, Mariana Zepeda-Moreno, Abraham |
author_facet | Torres-Anguiano, Elizabeth Sánchez-López, Itzel Garduno-Robles, Angeles Rivas-Carrillo, Jorge David Rivera-León, Edgar Alfonso Sánchez-Enríquez, Sergio Ornelas-Hernández, Luis Fernando Zazueta León-Quintero, Fernando Salazar León-Quintero, Eduardo Narciso Juárez-López, Guillermo Enrique Sánchez-Zubieta, Fernando Antonio Ochoa-Bru, Mariana Zepeda-Moreno, Abraham |
author_sort | Torres-Anguiano, Elizabeth |
collection | PubMed |
description | OBJECTIVES: To determine whether air pollution or changes in SARS-CoV-2 lineages lead to an increase in mortality. METHODS: Descriptive statistics were used to calculate rates of infection (2020–2021). RT–PCR was used to compare viral loads from October 2020 to February 2021. Next-generation sequencing (NGS) (n = 92) was used to examine and phylogenetically map SARS-CoV-2 lineages. A correlative “air pollution/temperature” index (I) was developed using regression analysis. PM(2.5), PM(10), O(3), NO(2), SO(2), and CO concentrations were analyzed and compared to the mortality. RESULTS: The mortality rate during the last year was ∼32%. Relative SARS-CoV-2 viral loads increased in December 2020 and January 2021. NGS revealed that approximately 80% of SARS-CoV-2 linages were B.1.243 (33.7%), B1.1.222 (11.2%), B.1.1 (9%), B.1 (7%), B.1.1.159 (7%), and B.1.2 (7%). Two periods were analyzed, the prehigh- and high-mortality periods and no significant lineage differences or new lineages were found. Positive correlations of air pollution/temperature index values with mortality were found for IPM(2.5) and IPM(10). INO(2). ISO(2), and ICO but not for O(3). Using ICO, we developed a model to predict mortality with an estimated variation of ∼±5 deaths per day. CONCLUSION: The mortality rate in the MZG was highly correlated with air pollution indices and not with SARS-CoV-2 lineage. |
format | Online Article Text |
id | pubmed-10116164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-101161642023-04-20 SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México Torres-Anguiano, Elizabeth Sánchez-López, Itzel Garduno-Robles, Angeles Rivas-Carrillo, Jorge David Rivera-León, Edgar Alfonso Sánchez-Enríquez, Sergio Ornelas-Hernández, Luis Fernando Zazueta León-Quintero, Fernando Salazar León-Quintero, Eduardo Narciso Juárez-López, Guillermo Enrique Sánchez-Zubieta, Fernando Antonio Ochoa-Bru, Mariana Zepeda-Moreno, Abraham Infect Dis Model Article OBJECTIVES: To determine whether air pollution or changes in SARS-CoV-2 lineages lead to an increase in mortality. METHODS: Descriptive statistics were used to calculate rates of infection (2020–2021). RT–PCR was used to compare viral loads from October 2020 to February 2021. Next-generation sequencing (NGS) (n = 92) was used to examine and phylogenetically map SARS-CoV-2 lineages. A correlative “air pollution/temperature” index (I) was developed using regression analysis. PM(2.5), PM(10), O(3), NO(2), SO(2), and CO concentrations were analyzed and compared to the mortality. RESULTS: The mortality rate during the last year was ∼32%. Relative SARS-CoV-2 viral loads increased in December 2020 and January 2021. NGS revealed that approximately 80% of SARS-CoV-2 linages were B.1.243 (33.7%), B1.1.222 (11.2%), B.1.1 (9%), B.1 (7%), B.1.1.159 (7%), and B.1.2 (7%). Two periods were analyzed, the prehigh- and high-mortality periods and no significant lineage differences or new lineages were found. Positive correlations of air pollution/temperature index values with mortality were found for IPM(2.5) and IPM(10). INO(2). ISO(2), and ICO but not for O(3). Using ICO, we developed a model to predict mortality with an estimated variation of ∼±5 deaths per day. CONCLUSION: The mortality rate in the MZG was highly correlated with air pollution indices and not with SARS-CoV-2 lineage. KeAi Publishing 2023-04-20 /pmc/articles/PMC10116164/ /pubmed/37131453 http://dx.doi.org/10.1016/j.idm.2023.04.004 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Torres-Anguiano, Elizabeth Sánchez-López, Itzel Garduno-Robles, Angeles Rivas-Carrillo, Jorge David Rivera-León, Edgar Alfonso Sánchez-Enríquez, Sergio Ornelas-Hernández, Luis Fernando Zazueta León-Quintero, Fernando Salazar León-Quintero, Eduardo Narciso Juárez-López, Guillermo Enrique Sánchez-Zubieta, Fernando Antonio Ochoa-Bru, Mariana Zepeda-Moreno, Abraham SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México |
title | SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México |
title_full | SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México |
title_fullStr | SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México |
title_full_unstemmed | SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México |
title_short | SARS-CoV-2: Air pollution highly correlated to the increase in mortality. The case of Guadalajara, Jalisco, México |
title_sort | sars-cov-2: air pollution highly correlated to the increase in mortality. the case of guadalajara, jalisco, méxico |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116164/ https://www.ncbi.nlm.nih.gov/pubmed/37131453 http://dx.doi.org/10.1016/j.idm.2023.04.004 |
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