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Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China
BACKGROUND: Hand-foot-mouth disease (HFMD) is a common infectious disease in China and occurs mostly in infants and children. Beijing is a densely populated megacity, in which HFMD has been increasing in the last decade. The aim of this study was to quantify spatio-temporal characteristics of HFMD a...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5883540/ https://www.ncbi.nlm.nih.gov/pubmed/29614964 http://dx.doi.org/10.1186/s12879-018-3071-3 |
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author | Tian, Lin Liang, Fengchao Xu, Meimei Jia, Lei Pan, Xiaochuan Clements, Archie C. A. |
author_facet | Tian, Lin Liang, Fengchao Xu, Meimei Jia, Lei Pan, Xiaochuan Clements, Archie C. A. |
author_sort | Tian, Lin |
collection | PubMed |
description | BACKGROUND: Hand-foot-mouth disease (HFMD) is a common infectious disease in China and occurs mostly in infants and children. Beijing is a densely populated megacity, in which HFMD has been increasing in the last decade. The aim of this study was to quantify spatio-temporal characteristics of HFMD and the relationship between meteorological factors and HFMD incidence in Beijing, China. METHODS: Daily counts of HFMD cases from January 2010 to December 2012 were obtained from the Beijing Center for Disease Prevention and Control (CDC). Seasonal trend decomposition with Loess smoothing was used to explore seasonal patterns and temporal trends of HFMD. Bayesian spatiotemporal Poisson regression models were used to quantify spatiotemporal patterns of HFMD incidence and associations with meteorological factors. RESULTS: There were 114,777 HFMD cases reported to Beijing CDC from 1 January 2010 to 31 December 2012 and the raw incidence was 568.6 per 100,000 people. May to July was the peak period of HFMD incidence each year. Low-incidence townships were clustered in central, northeast and southwest regions of Beijing. Mean temperature, relative humidity, wind velocity and sunshine hours were all positively associated with HFMD. The effect of wind velocity was significant with a RR of 3.30 (95%CI: 2.37, 4.60) per meter per second increase, as was sunshine hours with a RR of 1.20 (95%CI: 1.02, 1.40) per 1 hour increase. CONCLUSIONS: The distribution of HFMD in Beijing was spatiotemporally heterogeneous, and was associated with meteorological factors. Meteorological monitoring could be incorporated into prediction and surveillance of HFMD in Beijing. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12879-018-3071-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5883540 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-58835402018-04-09 Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China Tian, Lin Liang, Fengchao Xu, Meimei Jia, Lei Pan, Xiaochuan Clements, Archie C. A. BMC Infect Dis Research Article BACKGROUND: Hand-foot-mouth disease (HFMD) is a common infectious disease in China and occurs mostly in infants and children. Beijing is a densely populated megacity, in which HFMD has been increasing in the last decade. The aim of this study was to quantify spatio-temporal characteristics of HFMD and the relationship between meteorological factors and HFMD incidence in Beijing, China. METHODS: Daily counts of HFMD cases from January 2010 to December 2012 were obtained from the Beijing Center for Disease Prevention and Control (CDC). Seasonal trend decomposition with Loess smoothing was used to explore seasonal patterns and temporal trends of HFMD. Bayesian spatiotemporal Poisson regression models were used to quantify spatiotemporal patterns of HFMD incidence and associations with meteorological factors. RESULTS: There were 114,777 HFMD cases reported to Beijing CDC from 1 January 2010 to 31 December 2012 and the raw incidence was 568.6 per 100,000 people. May to July was the peak period of HFMD incidence each year. Low-incidence townships were clustered in central, northeast and southwest regions of Beijing. Mean temperature, relative humidity, wind velocity and sunshine hours were all positively associated with HFMD. The effect of wind velocity was significant with a RR of 3.30 (95%CI: 2.37, 4.60) per meter per second increase, as was sunshine hours with a RR of 1.20 (95%CI: 1.02, 1.40) per 1 hour increase. CONCLUSIONS: The distribution of HFMD in Beijing was spatiotemporally heterogeneous, and was associated with meteorological factors. Meteorological monitoring could be incorporated into prediction and surveillance of HFMD in Beijing. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12879-018-3071-3) contains supplementary material, which is available to authorized users. BioMed Central 2018-04-03 /pmc/articles/PMC5883540/ /pubmed/29614964 http://dx.doi.org/10.1186/s12879-018-3071-3 Text en © The Author(s). 2018 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 Article Tian, Lin Liang, Fengchao Xu, Meimei Jia, Lei Pan, Xiaochuan Clements, Archie C. A. Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China |
title | Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China |
title_full | Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China |
title_fullStr | Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China |
title_full_unstemmed | Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China |
title_short | Spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in Beijing, China |
title_sort | spatio-temporal analysis of the relationship between meteorological factors and hand-foot-mouth disease in beijing, china |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5883540/ https://www.ncbi.nlm.nih.gov/pubmed/29614964 http://dx.doi.org/10.1186/s12879-018-3071-3 |
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