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The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China
BACKGROUND: Allergic rhinitis (AR) is a severe and the most common chronic allergic disease, affecting 10–40% of the world population. The effect of air pollutants on AR has been confirmed in clinical experiments. PURPOSE: This study aimed to quantify the association between air pollutants and daily...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Dove
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374097/ https://www.ncbi.nlm.nih.gov/pubmed/35966499 http://dx.doi.org/10.2147/RMHP.S373085 |
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author | Yang, Dan Yan, Yongjie Pu, Kexue |
author_facet | Yang, Dan Yan, Yongjie Pu, Kexue |
author_sort | Yang, Dan |
collection | PubMed |
description | BACKGROUND: Allergic rhinitis (AR) is a severe and the most common chronic allergic disease, affecting 10–40% of the world population. The effect of air pollutants on AR has been confirmed in clinical experiments. PURPOSE: This study aimed to quantify the association between air pollutants and daily outpatient visits for AR in Chongqing, China. METHODS: Based on the data of AR outpatients in the primary urban area of Chongqing from 2016 to 2017, along with the atmospheric pollutants and meteorological data in the same period, the distributed lag nonlinear model (DLNM) and generalized additive model (GAM) were used to analyze the time-series. We examined the effects of the single and double pollutant models with a maximum lag day of 30 days. Effect estimates were described as relative risk (RR) and 95% confidence intervals (CIs) in daily outpatient visits for AR per 10 μg/m(3) increases in PM(2.5), PM(10), SO(2), NO(2), O(3), and per 1 mg/m(3) increase in CO. RESULTS: A single pollutant’s O(3) level had an immediate positive effect on AR within two days, the relative risks (RR, 95% CI) were 1.066 (1.008–1.127), 1.057 (1.005–1.112) and 1.048 (1.002–1.097). PM(2.5) had a lag effect within 11–18 days, the max relative risks (RR, 95% CI) were 1.083 (1.010–1.160). Moreover, O(3), PM(2.5), PM(10), SO(2) and NO(2) had significant effects on AR in the two-pollutant model. The RR cumulative effect of PM(2.5) became more pronounced as the concentration increased. The cumulative effect of NO(2) was lesser than PM(2.5). CONCLUSION: Air pollutants were associated with the daily outpatient visits for AR, which may have considerable implications for developing tailored health policies and services to prevent AR in Chongqing and even all over the world. |
format | Online Article Text |
id | pubmed-9374097 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-93740972022-08-13 The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China Yang, Dan Yan, Yongjie Pu, Kexue Risk Manag Healthc Policy Original Research BACKGROUND: Allergic rhinitis (AR) is a severe and the most common chronic allergic disease, affecting 10–40% of the world population. The effect of air pollutants on AR has been confirmed in clinical experiments. PURPOSE: This study aimed to quantify the association between air pollutants and daily outpatient visits for AR in Chongqing, China. METHODS: Based on the data of AR outpatients in the primary urban area of Chongqing from 2016 to 2017, along with the atmospheric pollutants and meteorological data in the same period, the distributed lag nonlinear model (DLNM) and generalized additive model (GAM) were used to analyze the time-series. We examined the effects of the single and double pollutant models with a maximum lag day of 30 days. Effect estimates were described as relative risk (RR) and 95% confidence intervals (CIs) in daily outpatient visits for AR per 10 μg/m(3) increases in PM(2.5), PM(10), SO(2), NO(2), O(3), and per 1 mg/m(3) increase in CO. RESULTS: A single pollutant’s O(3) level had an immediate positive effect on AR within two days, the relative risks (RR, 95% CI) were 1.066 (1.008–1.127), 1.057 (1.005–1.112) and 1.048 (1.002–1.097). PM(2.5) had a lag effect within 11–18 days, the max relative risks (RR, 95% CI) were 1.083 (1.010–1.160). Moreover, O(3), PM(2.5), PM(10), SO(2) and NO(2) had significant effects on AR in the two-pollutant model. The RR cumulative effect of PM(2.5) became more pronounced as the concentration increased. The cumulative effect of NO(2) was lesser than PM(2.5). CONCLUSION: Air pollutants were associated with the daily outpatient visits for AR, which may have considerable implications for developing tailored health policies and services to prevent AR in Chongqing and even all over the world. Dove 2022-08-08 /pmc/articles/PMC9374097/ /pubmed/35966499 http://dx.doi.org/10.2147/RMHP.S373085 Text en © 2022 Yang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Yang, Dan Yan, Yongjie Pu, Kexue The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China |
title | The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China |
title_full | The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China |
title_fullStr | The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China |
title_full_unstemmed | The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China |
title_short | The Association Between Air Pollutants and Daily Outpatient Visits for Allergic Rhinitis: A Time-Series Analysis Based on Distribution Lag Nonlinear Model in Chongqing, China |
title_sort | association between air pollutants and daily outpatient visits for allergic rhinitis: a time-series analysis based on distribution lag nonlinear model in chongqing, china |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374097/ https://www.ncbi.nlm.nih.gov/pubmed/35966499 http://dx.doi.org/10.2147/RMHP.S373085 |
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