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Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study
Hand, foot, and mouth disease (HFMD) is a major public health concern in the Asia–Pacific region. Previous studies have implied that ambient air pollution may affect the incidence of HFMD, but the results among different regions are inconsistent. We aimed to deepen the understanding of the associati...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10006415/ https://www.ncbi.nlm.nih.gov/pubmed/36899026 http://dx.doi.org/10.1038/s41598-023-31035-7 |
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author | Qian, Jian Luo, Caiying Lv, Qiang Liu, Yaqiong Zhang, Tao Yin, Fei Ma, Yue Shui, Tiejun |
author_facet | Qian, Jian Luo, Caiying Lv, Qiang Liu, Yaqiong Zhang, Tao Yin, Fei Ma, Yue Shui, Tiejun |
author_sort | Qian, Jian |
collection | PubMed |
description | Hand, foot, and mouth disease (HFMD) is a major public health concern in the Asia–Pacific region. Previous studies have implied that ambient air pollution may affect the incidence of HFMD, but the results among different regions are inconsistent. We aimed to deepen the understanding of the associations between air pollutants and HFMD by conducting a multicity study. Daily data on childhood HFMD counts and meteorological and ambient air pollution (PM(2.5), PM(10), NO(2), CO, O(3), and SO(2)) concentrations in 21 cities in Sichuan Province from 2015 to 2017 were collected. A spatiotemporal Bayesian hierarchical model framework was established, and then a distributed lag nonlinear models (DLNMs) was constructed to reveal exposure-lag-response relationships between air pollutants and HFMD while controlling for spatiotemporal effects. Furthermore, given the differences in the levels and seasonal trends of air pollutants between the basin region and plateau region, we explored whether these associations varied between different areas (basin and plateau). The associations between air pollutants and HFMD were nonlinear, with different lag responses. Low NO(2) concentrations and both low and high PM(2.5) and PM(10) concentrations were associated with a decreased risk of HFMD. No significant associations between CO, O(3), and SO(2) and HFMD were found. The associations between air pollutant concentrations and HFMD were different between the basin and plateau regions. Our study revealed associations between PM(2.5), PM(10), and NO(2) concentrations and HFMD, deepening the understanding of the relationships between air pollutants and HFMD. These findings provide evidence to support the formulation of relevant prevention measures and the establishment of an early warning system. |
format | Online Article Text |
id | pubmed-10006415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100064152023-03-12 Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study Qian, Jian Luo, Caiying Lv, Qiang Liu, Yaqiong Zhang, Tao Yin, Fei Ma, Yue Shui, Tiejun Sci Rep Article Hand, foot, and mouth disease (HFMD) is a major public health concern in the Asia–Pacific region. Previous studies have implied that ambient air pollution may affect the incidence of HFMD, but the results among different regions are inconsistent. We aimed to deepen the understanding of the associations between air pollutants and HFMD by conducting a multicity study. Daily data on childhood HFMD counts and meteorological and ambient air pollution (PM(2.5), PM(10), NO(2), CO, O(3), and SO(2)) concentrations in 21 cities in Sichuan Province from 2015 to 2017 were collected. A spatiotemporal Bayesian hierarchical model framework was established, and then a distributed lag nonlinear models (DLNMs) was constructed to reveal exposure-lag-response relationships between air pollutants and HFMD while controlling for spatiotemporal effects. Furthermore, given the differences in the levels and seasonal trends of air pollutants between the basin region and plateau region, we explored whether these associations varied between different areas (basin and plateau). The associations between air pollutants and HFMD were nonlinear, with different lag responses. Low NO(2) concentrations and both low and high PM(2.5) and PM(10) concentrations were associated with a decreased risk of HFMD. No significant associations between CO, O(3), and SO(2) and HFMD were found. The associations between air pollutant concentrations and HFMD were different between the basin and plateau regions. Our study revealed associations between PM(2.5), PM(10), and NO(2) concentrations and HFMD, deepening the understanding of the relationships between air pollutants and HFMD. These findings provide evidence to support the formulation of relevant prevention measures and the establishment of an early warning system. Nature Publishing Group UK 2023-03-10 /pmc/articles/PMC10006415/ /pubmed/36899026 http://dx.doi.org/10.1038/s41598-023-31035-7 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/) . |
spellingShingle | Article Qian, Jian Luo, Caiying Lv, Qiang Liu, Yaqiong Zhang, Tao Yin, Fei Ma, Yue Shui, Tiejun Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study |
title | Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study |
title_full | Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study |
title_fullStr | Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study |
title_full_unstemmed | Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study |
title_short | Associations between ambient air pollutants and childhood hand, foot, and mouth disease in Sichuan, China: a spatiotemporal study |
title_sort | associations between ambient air pollutants and childhood hand, foot, and mouth disease in sichuan, china: a spatiotemporal study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10006415/ https://www.ncbi.nlm.nih.gov/pubmed/36899026 http://dx.doi.org/10.1038/s41598-023-31035-7 |
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