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Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam
BACKGROUND: In this study, we aim to identify key climatic factors that are associated with the transmission of Japanese encephalitis virus in areas located near the Three Gorges Dam, between 1997 and 2008. METHODS: We identified three geographical regions of Chongqing, based on their distance from...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3880291/ https://www.ncbi.nlm.nih.gov/pubmed/24404159 http://dx.doi.org/10.1371/journal.pone.0084326 |
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author | Bai, Yuntao Xu, Zhiguang Zhang, Jing Mao, Deqiang Luo, Chao He, Yuanyuan Liang, Guodong Lu, Bo Bisesi, Michael S. Sun, Qinghua Xu, Xinyi Yang, Weizhong Liu, Qiyong |
author_facet | Bai, Yuntao Xu, Zhiguang Zhang, Jing Mao, Deqiang Luo, Chao He, Yuanyuan Liang, Guodong Lu, Bo Bisesi, Michael S. Sun, Qinghua Xu, Xinyi Yang, Weizhong Liu, Qiyong |
author_sort | Bai, Yuntao |
collection | PubMed |
description | BACKGROUND: In this study, we aim to identify key climatic factors that are associated with the transmission of Japanese encephalitis virus in areas located near the Three Gorges Dam, between 1997 and 2008. METHODS: We identified three geographical regions of Chongqing, based on their distance from the Three Gorges Dam. Collectively, the three regions consisted of 12 districts from which study information was collected. Zero-Inflated Poisson Regression models were run to identify key climatic factors of the transmission of Japanese encephalitis virus for both the whole study area and for each individual region; linear regression models were conducted to examine the fluctuation of climatic variables over time during the construction of the Three Gorges Dam. RESULTS: Between 1997 and 2008, the incidence of Japanese encephalitis decreased throughout the entire city of Chongqing, with noticeable variations taking place in 2000, 2001 and 2006. The eastern region, which is closest to the Three Gorges Dam, suffered the highest incidence of Japanese encephalitis, while the western region experienced the lowest incidence. Linear regression models revealed that there were seasonal fluctuations of climatic variables during this period. Zero-Inflated Poisson Regression models indicated a significant positive association between temperature (with a lag of 1 and 3 months) and Japanese encephalitis incidence, and a significant negative association between rainfall (with a lag of 0 and 4 months) and Japanese encephalitis incidence. CONCLUSION: The spatial and temporal trends of Japanese encephalitis incidence that occurred in the City of Chongqing were associated with temperature and rainfall. Seasonal fluctuations of climatic variables during this period were also observed. Additional studies that focus on long-term data collection are needed to validate the findings of this study and to further explore the effects of the Three Gorges Dam on Japanese encephalitis and other related diseases. |
format | Online Article Text |
id | pubmed-3880291 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38802912014-01-08 Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam Bai, Yuntao Xu, Zhiguang Zhang, Jing Mao, Deqiang Luo, Chao He, Yuanyuan Liang, Guodong Lu, Bo Bisesi, Michael S. Sun, Qinghua Xu, Xinyi Yang, Weizhong Liu, Qiyong PLoS One Research Article BACKGROUND: In this study, we aim to identify key climatic factors that are associated with the transmission of Japanese encephalitis virus in areas located near the Three Gorges Dam, between 1997 and 2008. METHODS: We identified three geographical regions of Chongqing, based on their distance from the Three Gorges Dam. Collectively, the three regions consisted of 12 districts from which study information was collected. Zero-Inflated Poisson Regression models were run to identify key climatic factors of the transmission of Japanese encephalitis virus for both the whole study area and for each individual region; linear regression models were conducted to examine the fluctuation of climatic variables over time during the construction of the Three Gorges Dam. RESULTS: Between 1997 and 2008, the incidence of Japanese encephalitis decreased throughout the entire city of Chongqing, with noticeable variations taking place in 2000, 2001 and 2006. The eastern region, which is closest to the Three Gorges Dam, suffered the highest incidence of Japanese encephalitis, while the western region experienced the lowest incidence. Linear regression models revealed that there were seasonal fluctuations of climatic variables during this period. Zero-Inflated Poisson Regression models indicated a significant positive association between temperature (with a lag of 1 and 3 months) and Japanese encephalitis incidence, and a significant negative association between rainfall (with a lag of 0 and 4 months) and Japanese encephalitis incidence. CONCLUSION: The spatial and temporal trends of Japanese encephalitis incidence that occurred in the City of Chongqing were associated with temperature and rainfall. Seasonal fluctuations of climatic variables during this period were also observed. Additional studies that focus on long-term data collection are needed to validate the findings of this study and to further explore the effects of the Three Gorges Dam on Japanese encephalitis and other related diseases. Public Library of Science 2014-01-03 /pmc/articles/PMC3880291/ /pubmed/24404159 http://dx.doi.org/10.1371/journal.pone.0084326 Text en © 2014 Bai et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Bai, Yuntao Xu, Zhiguang Zhang, Jing Mao, Deqiang Luo, Chao He, Yuanyuan Liang, Guodong Lu, Bo Bisesi, Michael S. Sun, Qinghua Xu, Xinyi Yang, Weizhong Liu, Qiyong Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam |
title | Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam |
title_full | Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam |
title_fullStr | Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam |
title_full_unstemmed | Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam |
title_short | Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam |
title_sort | regional impact of climate on japanese encephalitis in areas located near the three gorges dam |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3880291/ https://www.ncbi.nlm.nih.gov/pubmed/24404159 http://dx.doi.org/10.1371/journal.pone.0084326 |
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