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The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai
BACKGROUND AND OBJECTIVES: The number of pediatric patients diagnosed with influenza types A and B is increasing annually, especially in temperate regions such as Shanghai (China). The onset of pandemic influenza viruses might be attributed to various ambient meteorological factors including tempera...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298927/ https://www.ncbi.nlm.nih.gov/pubmed/32552876 http://dx.doi.org/10.1186/s12940-020-00625-7 |
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author | Li, Yanbo Ye, Xiaofang Zhou, Ji Zhai, Feng Chen, Jie |
author_facet | Li, Yanbo Ye, Xiaofang Zhou, Ji Zhai, Feng Chen, Jie |
author_sort | Li, Yanbo |
collection | PubMed |
description | BACKGROUND AND OBJECTIVES: The number of pediatric patients diagnosed with influenza types A and B is increasing annually, especially in temperate regions such as Shanghai (China). The onset of pandemic influenza viruses might be attributed to various ambient meteorological factors including temperature, relative humidity (Rh), and PM(1) concentrations, etc. The study aims to explore the correlation between the seasonality of pandemic influenza and these factors. METHODS: We recruited pediatric patients aged from 0 to 18 years who were diagnosed with influenza A or B from July 1st, 2017 to June 30th, 2019 in Shanghai Children’s Medical Centre (SCMC). Ambient meteorological data were collected from the Shanghai Meteorological Service (SMS) over the same period. The correlation of influenza outbreak and meteorological factors were analyzed through preliminary Pearson’s r correlation test and subsequent time-series Poisson regression analysis using the distributed lag non-linear model (DLNM). RESULTS: Pearson’s r test showed a statistically significant correlation between the weekly number of influenza A outpatients and ambient meteorological factors including weekly mean, maximum, minimum temperature and barometric pressure (P < 0.001), and PM(1) (P < 0.01). While the weekly number of influenza B outpatients was statistically significantly correlated with weekly mean, maximum and minimum temperature (P < 0.001), barometric pressure and PM(1) (P < 0.01), and minimum Rh (P < 0.05). Mean temperature and PM(1) were demonstrated to be the statistically significant variables in the DLNM with influenza A and B outpatients through time-series Poisson regression analysis. A U-shaped curve relationship was noted between the mean temperature and influenza A cases (below 15 °C and above 20 °C), and the risks increased for influenza B with mean temperature below 10 °C. PM(1) posed a risk after a concentration of 23 ppm for both influenza A and B. High PM(1), low and the high temperature had significant effects upon the number of influenza A cases, whereas low temperature and high PM(1) had significant effects upon the number of influenza B cases. CONCLUSION: This study indicated that mean temperature and PM(1) were the primary factors that were continually associated with the seasonality of pediatric pandemic influenza A and B and the recurrence in the transmission and spread of influenza viruses. |
format | Online Article Text |
id | pubmed-7298927 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72989272020-06-17 The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai Li, Yanbo Ye, Xiaofang Zhou, Ji Zhai, Feng Chen, Jie Environ Health Research BACKGROUND AND OBJECTIVES: The number of pediatric patients diagnosed with influenza types A and B is increasing annually, especially in temperate regions such as Shanghai (China). The onset of pandemic influenza viruses might be attributed to various ambient meteorological factors including temperature, relative humidity (Rh), and PM(1) concentrations, etc. The study aims to explore the correlation between the seasonality of pandemic influenza and these factors. METHODS: We recruited pediatric patients aged from 0 to 18 years who were diagnosed with influenza A or B from July 1st, 2017 to June 30th, 2019 in Shanghai Children’s Medical Centre (SCMC). Ambient meteorological data were collected from the Shanghai Meteorological Service (SMS) over the same period. The correlation of influenza outbreak and meteorological factors were analyzed through preliminary Pearson’s r correlation test and subsequent time-series Poisson regression analysis using the distributed lag non-linear model (DLNM). RESULTS: Pearson’s r test showed a statistically significant correlation between the weekly number of influenza A outpatients and ambient meteorological factors including weekly mean, maximum, minimum temperature and barometric pressure (P < 0.001), and PM(1) (P < 0.01). While the weekly number of influenza B outpatients was statistically significantly correlated with weekly mean, maximum and minimum temperature (P < 0.001), barometric pressure and PM(1) (P < 0.01), and minimum Rh (P < 0.05). Mean temperature and PM(1) were demonstrated to be the statistically significant variables in the DLNM with influenza A and B outpatients through time-series Poisson regression analysis. A U-shaped curve relationship was noted between the mean temperature and influenza A cases (below 15 °C and above 20 °C), and the risks increased for influenza B with mean temperature below 10 °C. PM(1) posed a risk after a concentration of 23 ppm for both influenza A and B. High PM(1), low and the high temperature had significant effects upon the number of influenza A cases, whereas low temperature and high PM(1) had significant effects upon the number of influenza B cases. CONCLUSION: This study indicated that mean temperature and PM(1) were the primary factors that were continually associated with the seasonality of pediatric pandemic influenza A and B and the recurrence in the transmission and spread of influenza viruses. BioMed Central 2020-06-17 /pmc/articles/PMC7298927/ /pubmed/32552876 http://dx.doi.org/10.1186/s12940-020-00625-7 Text en © The Author(s) 2020 Open AccessThis 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/. 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 in a credit line to the data. |
spellingShingle | Research Li, Yanbo Ye, Xiaofang Zhou, Ji Zhai, Feng Chen, Jie The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai |
title | The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai |
title_full | The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai |
title_fullStr | The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai |
title_full_unstemmed | The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai |
title_short | The association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in Shanghai |
title_sort | association between the seasonality of pediatric pandemic influenza virus outbreak and ambient meteorological factors in shanghai |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298927/ https://www.ncbi.nlm.nih.gov/pubmed/32552876 http://dx.doi.org/10.1186/s12940-020-00625-7 |
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