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The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis
BACKGROUND: Previous studies have found associations between asthma morbidity and air pollution especially in young population, (PLoS One 12:e0180522, 2017; Can J Public Health 103:4-8, 2012; Environ Health Perspect 118:449-57, 2010; Am J Respir Crit Care Med 182:307-16, 2010; J Allergy Clin Immunol...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6570879/ https://www.ncbi.nlm.nih.gov/pubmed/31200718 http://dx.doi.org/10.1186/s12931-019-1092-0 |
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author | Liu, Feifei Qu, Fangfang Zhang, Huiran Chao, Lingshan Li, Rongqin Yu, Fengxue Guan, Jitao Yan, Xixin |
author_facet | Liu, Feifei Qu, Fangfang Zhang, Huiran Chao, Lingshan Li, Rongqin Yu, Fengxue Guan, Jitao Yan, Xixin |
author_sort | Liu, Feifei |
collection | PubMed |
description | BACKGROUND: Previous studies have found associations between asthma morbidity and air pollution especially in young population, (PLoS One 12:e0180522, 2017; Can J Public Health 103:4-8, 2012; Environ Health Perspect 118:449-57, 2010; Am J Respir Crit Care Med 182:307-16, 2010; J Allergy Clin Immunol 104:717-22, 2008; J Allergy Clin Immunol 104:717-22, 1999; Environ Res 111:1137-47, 2011) but most of them were conducted in areas with relatively low air pollutant level. Moreover, very few studies have investigated the effect and burden modification of heating season during which the ambient air pollution level is significantly different from that during non-heating season in north China. OBJECTIVES: This study aimed to evaluate the effect and burden modification of heating on short-term associations between adult asthma hospitalizations and ambient air pollution in the north China city of Shijiazhuang. METHODS: Generalized additive models combined with penalized distributed lag nonlinear models were used to model associations between daily asthma hospitalizations and ambient air pollutants from 1 January 2013 to 16 December 2016 in Shijiazhuang city, adjusting for long-term and seasonality trend, day of week, statutory holiday, daily mean air pressure and temperature. Attributable risks were calculated to evaluate the burden of asthma hospitalizations due to air pollutants exposure. The effect of pollutants on hospitalization and the attributable measures were estimated in heating and non-heating season separately and the comparisons between the two seasons were conducted. RESULTS: All pollutants demonstrated positive and significant impacts on asthma hospitalizations both in heating season and non-heating season, except for O(3) in heating season where a negative association was observed. However, the differences of the pollutant-specific effects between the two seasons were not significant. SO(2) and NO(2) exposure were associated with the heaviest burden among all pollutants in heating season; meanwhile, PM(10) and PM(2.5) were associated with the heaviest burden in heating season. CONCLUSIONS: In conclusion, we found evidence of the effect of ambient air pollutants on asthma hospitalizations in Shijiazhuang. The central heating period could modify the effects in terms of attributable risks. The disease burden modification of heating should be taken into consideration when planning intervention measures to reduce the risk of asthma hospitalization. |
format | Online Article Text |
id | pubmed-6570879 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-65708792019-06-27 The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis Liu, Feifei Qu, Fangfang Zhang, Huiran Chao, Lingshan Li, Rongqin Yu, Fengxue Guan, Jitao Yan, Xixin Respir Res Research BACKGROUND: Previous studies have found associations between asthma morbidity and air pollution especially in young population, (PLoS One 12:e0180522, 2017; Can J Public Health 103:4-8, 2012; Environ Health Perspect 118:449-57, 2010; Am J Respir Crit Care Med 182:307-16, 2010; J Allergy Clin Immunol 104:717-22, 2008; J Allergy Clin Immunol 104:717-22, 1999; Environ Res 111:1137-47, 2011) but most of them were conducted in areas with relatively low air pollutant level. Moreover, very few studies have investigated the effect and burden modification of heating season during which the ambient air pollution level is significantly different from that during non-heating season in north China. OBJECTIVES: This study aimed to evaluate the effect and burden modification of heating on short-term associations between adult asthma hospitalizations and ambient air pollution in the north China city of Shijiazhuang. METHODS: Generalized additive models combined with penalized distributed lag nonlinear models were used to model associations between daily asthma hospitalizations and ambient air pollutants from 1 January 2013 to 16 December 2016 in Shijiazhuang city, adjusting for long-term and seasonality trend, day of week, statutory holiday, daily mean air pressure and temperature. Attributable risks were calculated to evaluate the burden of asthma hospitalizations due to air pollutants exposure. The effect of pollutants on hospitalization and the attributable measures were estimated in heating and non-heating season separately and the comparisons between the two seasons were conducted. RESULTS: All pollutants demonstrated positive and significant impacts on asthma hospitalizations both in heating season and non-heating season, except for O(3) in heating season where a negative association was observed. However, the differences of the pollutant-specific effects between the two seasons were not significant. SO(2) and NO(2) exposure were associated with the heaviest burden among all pollutants in heating season; meanwhile, PM(10) and PM(2.5) were associated with the heaviest burden in heating season. CONCLUSIONS: In conclusion, we found evidence of the effect of ambient air pollutants on asthma hospitalizations in Shijiazhuang. The central heating period could modify the effects in terms of attributable risks. The disease burden modification of heating should be taken into consideration when planning intervention measures to reduce the risk of asthma hospitalization. BioMed Central 2019-06-14 2019 /pmc/articles/PMC6570879/ /pubmed/31200718 http://dx.doi.org/10.1186/s12931-019-1092-0 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Liu, Feifei Qu, Fangfang Zhang, Huiran Chao, Lingshan Li, Rongqin Yu, Fengxue Guan, Jitao Yan, Xixin The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis |
title | The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis |
title_full | The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis |
title_fullStr | The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis |
title_full_unstemmed | The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis |
title_short | The effect and burden modification of heating on adult asthma hospitalizations in Shijiazhuang: a time-series analysis |
title_sort | effect and burden modification of heating on adult asthma hospitalizations in shijiazhuang: a time-series analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6570879/ https://www.ncbi.nlm.nih.gov/pubmed/31200718 http://dx.doi.org/10.1186/s12931-019-1092-0 |
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