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Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China
BACKGROUND: To determine the linear and non-linear interacting relationships between weather factors and hand, foot and mouth disease (HFMD) in children in Gansu, China, and gain further traction as an early warning signal based on weather variability for HFMD transmission. METHOD: Weekly HFMD cases...
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/PMC5759838/ https://www.ncbi.nlm.nih.gov/pubmed/29310596 http://dx.doi.org/10.1186/s12879-017-2860-4 |
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author | Gou, Faxiang Liu, Xinfeng He, Jian Liu, Dongpeng Cheng, Yao Liu, Haixia Yang, Xiaoting Wei, Kongfu Zheng, Yunhe Jiang, Xiaojuan Meng, Lei Hu, Wenbiao |
author_facet | Gou, Faxiang Liu, Xinfeng He, Jian Liu, Dongpeng Cheng, Yao Liu, Haixia Yang, Xiaoting Wei, Kongfu Zheng, Yunhe Jiang, Xiaojuan Meng, Lei Hu, Wenbiao |
author_sort | Gou, Faxiang |
collection | PubMed |
description | BACKGROUND: To determine the linear and non-linear interacting relationships between weather factors and hand, foot and mouth disease (HFMD) in children in Gansu, China, and gain further traction as an early warning signal based on weather variability for HFMD transmission. METHOD: Weekly HFMD cases aged less than 15 and meteorological information from 2010 to 2014 in Jiuquan, Lanzhou and Tianshu, Gansu, China were collected. Generalized linear regression models (GLM) with Poisson link and classification and regression trees (CART) were employed to determine the combined and interactive relationship of weather factors and HFMD in both linear and non-linear ways. RESULTS: GLM suggested an increase in weekly HFMD of 5.9% [95% confidence interval (CI): 5.4%, 6.5%] in Tianshui, 2.8% [2.5%, 3.1%] in Lanzhou and 1.8% [1.4%, 2.2%] in Jiuquan in association with a 1 °C increase in average temperature, respectively. And 1% increase of relative humidity could increase weekly HFMD of 2.47% [2.23%, 2.71%] in Lanzhou and 1.11% [0.72%, 1.51%] in Tianshui. CART revealed that average temperature and relative humidity were the first two important determinants, and their threshold values for average temperature deceased from 20 °C of Jiuquan to 16 °C in Tianshui; and for relative humidity, threshold values increased from 38% of Jiuquan to 65% of Tianshui. CONCLUSION: Average temperature was the primary weather factor in three areas, more sensitive in southeast Tianshui, compared with northwest Jiuquan; Relative humidity’s effect on HFMD showed a non-linear interacting relationship with average temperature. |
format | Online Article Text |
id | pubmed-5759838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-57598382018-01-16 Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China Gou, Faxiang Liu, Xinfeng He, Jian Liu, Dongpeng Cheng, Yao Liu, Haixia Yang, Xiaoting Wei, Kongfu Zheng, Yunhe Jiang, Xiaojuan Meng, Lei Hu, Wenbiao BMC Infect Dis Research Article BACKGROUND: To determine the linear and non-linear interacting relationships between weather factors and hand, foot and mouth disease (HFMD) in children in Gansu, China, and gain further traction as an early warning signal based on weather variability for HFMD transmission. METHOD: Weekly HFMD cases aged less than 15 and meteorological information from 2010 to 2014 in Jiuquan, Lanzhou and Tianshu, Gansu, China were collected. Generalized linear regression models (GLM) with Poisson link and classification and regression trees (CART) were employed to determine the combined and interactive relationship of weather factors and HFMD in both linear and non-linear ways. RESULTS: GLM suggested an increase in weekly HFMD of 5.9% [95% confidence interval (CI): 5.4%, 6.5%] in Tianshui, 2.8% [2.5%, 3.1%] in Lanzhou and 1.8% [1.4%, 2.2%] in Jiuquan in association with a 1 °C increase in average temperature, respectively. And 1% increase of relative humidity could increase weekly HFMD of 2.47% [2.23%, 2.71%] in Lanzhou and 1.11% [0.72%, 1.51%] in Tianshui. CART revealed that average temperature and relative humidity were the first two important determinants, and their threshold values for average temperature deceased from 20 °C of Jiuquan to 16 °C in Tianshui; and for relative humidity, threshold values increased from 38% of Jiuquan to 65% of Tianshui. CONCLUSION: Average temperature was the primary weather factor in three areas, more sensitive in southeast Tianshui, compared with northwest Jiuquan; Relative humidity’s effect on HFMD showed a non-linear interacting relationship with average temperature. BioMed Central 2018-01-08 /pmc/articles/PMC5759838/ /pubmed/29310596 http://dx.doi.org/10.1186/s12879-017-2860-4 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 Gou, Faxiang Liu, Xinfeng He, Jian Liu, Dongpeng Cheng, Yao Liu, Haixia Yang, Xiaoting Wei, Kongfu Zheng, Yunhe Jiang, Xiaojuan Meng, Lei Hu, Wenbiao Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China |
title | Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China |
title_full | Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China |
title_fullStr | Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China |
title_full_unstemmed | Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China |
title_short | Different responses of weather factors on hand, foot and mouth disease in three different climate areas of Gansu, China |
title_sort | different responses of weather factors on hand, foot and mouth disease in three different climate areas of gansu, china |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5759838/ https://www.ncbi.nlm.nih.gov/pubmed/29310596 http://dx.doi.org/10.1186/s12879-017-2860-4 |
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