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Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea

BACKGROUND: The trend of military patients becoming infected with vivax malaria reemerged in the Republic of Korea (ROK) in 1993. The common explanation has been that infective Anopheles mosquitoes from the Democratic People’s Republic of Korea have invaded Republic of Korea’s demilitarized zone (DM...

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Autores principales: Hwang, Se-Min, Yoon, Seok-Joon, Jung, Yoo-Mi, Kwon, Geun-Yong, Jo, Soo-Nam, Jang, Eun-Jeong, Kwon, Myoung-Ok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782315/
https://www.ncbi.nlm.nih.gov/pubmed/26955803
http://dx.doi.org/10.1186/s40249-016-0111-3
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author Hwang, Se-Min
Yoon, Seok-Joon
Jung, Yoo-Mi
Kwon, Geun-Yong
Jo, Soo-Nam
Jang, Eun-Jeong
Kwon, Myoung-Ok
author_facet Hwang, Se-Min
Yoon, Seok-Joon
Jung, Yoo-Mi
Kwon, Geun-Yong
Jo, Soo-Nam
Jang, Eun-Jeong
Kwon, Myoung-Ok
author_sort Hwang, Se-Min
collection PubMed
description BACKGROUND: The trend of military patients becoming infected with vivax malaria reemerged in the Republic of Korea (ROK) in 1993. The common explanation has been that infective Anopheles mosquitoes from the Democratic People’s Republic of Korea have invaded Republic of Korea’s demilitarized zone (DMZ). The aim of this study was to verify the relationship between meteorological factors and the number of malaria patients in the military in this region. METHODS: The authors estimated the effects of meteorological factors on vivax malaria patients from the military based on the monthly number of malaria cases between 2006 and 2011. Temperature, precipitation, snow depth, wind velocity, relative humidity, duration of sunshine, and cloud cover were selected as the meteorological factors to be studied. A systematic pattern in the spatial distribution of malaria cases was assessed using the Moran’s Index. Granger causality tests and cross-correlation coefficients were used to evaluate the relationship between meteorological factors and malaria patients in the military. RESULTS: Spatial analysis revealed significant clusters of malaria patients in the military in Republic of Korea in 2011 (Moran’s I = 0.136, p-value = 0.026). In the six years investigated, the number of malaria patients in the military in Paju decreased, but the number of malaria patients in the military in Hwacheon and Chuncheon increased. Monthly average, maximum and minimum temperatures; wind velocity; and relative humidity were found to be predicting factors of malaria in patients in the military in Paju. In contrast, wind velocity alone was not able to predict malaria in Hwacheon and Chuncheon, however, precipitation and cloud cover were able to predict malaria in Hwacheon and Chuncheon. CONCLUSIONS: This study demonstrated that the number of malaria patients in the military is correlated with meteorological factors. The variation in occurrence of malaria cases was principally attributed to differences in meteorological factors by regions of Republic of Korea. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40249-016-0111-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-47823152016-03-09 Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea Hwang, Se-Min Yoon, Seok-Joon Jung, Yoo-Mi Kwon, Geun-Yong Jo, Soo-Nam Jang, Eun-Jeong Kwon, Myoung-Ok Infect Dis Poverty Research Article BACKGROUND: The trend of military patients becoming infected with vivax malaria reemerged in the Republic of Korea (ROK) in 1993. The common explanation has been that infective Anopheles mosquitoes from the Democratic People’s Republic of Korea have invaded Republic of Korea’s demilitarized zone (DMZ). The aim of this study was to verify the relationship between meteorological factors and the number of malaria patients in the military in this region. METHODS: The authors estimated the effects of meteorological factors on vivax malaria patients from the military based on the monthly number of malaria cases between 2006 and 2011. Temperature, precipitation, snow depth, wind velocity, relative humidity, duration of sunshine, and cloud cover were selected as the meteorological factors to be studied. A systematic pattern in the spatial distribution of malaria cases was assessed using the Moran’s Index. Granger causality tests and cross-correlation coefficients were used to evaluate the relationship between meteorological factors and malaria patients in the military. RESULTS: Spatial analysis revealed significant clusters of malaria patients in the military in Republic of Korea in 2011 (Moran’s I = 0.136, p-value = 0.026). In the six years investigated, the number of malaria patients in the military in Paju decreased, but the number of malaria patients in the military in Hwacheon and Chuncheon increased. Monthly average, maximum and minimum temperatures; wind velocity; and relative humidity were found to be predicting factors of malaria in patients in the military in Paju. In contrast, wind velocity alone was not able to predict malaria in Hwacheon and Chuncheon, however, precipitation and cloud cover were able to predict malaria in Hwacheon and Chuncheon. CONCLUSIONS: This study demonstrated that the number of malaria patients in the military is correlated with meteorological factors. The variation in occurrence of malaria cases was principally attributed to differences in meteorological factors by regions of Republic of Korea. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40249-016-0111-3) contains supplementary material, which is available to authorized users. BioMed Central 2016-03-08 /pmc/articles/PMC4782315/ /pubmed/26955803 http://dx.doi.org/10.1186/s40249-016-0111-3 Text en © Hwang et al. 2016 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
Hwang, Se-Min
Yoon, Seok-Joon
Jung, Yoo-Mi
Kwon, Geun-Yong
Jo, Soo-Nam
Jang, Eun-Jeong
Kwon, Myoung-Ok
Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea
title Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea
title_full Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea
title_fullStr Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea
title_full_unstemmed Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea
title_short Assessing the impact of meteorological factors on malaria patients in demilitarized zones in Republic of Korea
title_sort assessing the impact of meteorological factors on malaria patients in demilitarized zones in republic of korea
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782315/
https://www.ncbi.nlm.nih.gov/pubmed/26955803
http://dx.doi.org/10.1186/s40249-016-0111-3
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