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Modeling the transmission dynamics of Ebola virus disease in Liberia

Ebola virus disease (EVD) has erupted many times in some zones since it was first found in 1976. The 2014 EVD outbreak in West Africa is the largest ever, which has caused a large number of deaths and the most serious country is Liberia during the outbreak period. Based on the data released by World...

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Autores principales: Xia, Zhi-Qiang, Wang, Shi-Fu, Li, Shen-Long, Huang, Liu-Yu, Zhang, Wen-Yi, Sun, Gui-Quan, Gai, Zhong-Tao, Jin, Zhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4561958/
https://www.ncbi.nlm.nih.gov/pubmed/26347015
http://dx.doi.org/10.1038/srep13857
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author Xia, Zhi-Qiang
Wang, Shi-Fu
Li, Shen-Long
Huang, Liu-Yu
Zhang, Wen-Yi
Sun, Gui-Quan
Gai, Zhong-Tao
Jin, Zhen
author_facet Xia, Zhi-Qiang
Wang, Shi-Fu
Li, Shen-Long
Huang, Liu-Yu
Zhang, Wen-Yi
Sun, Gui-Quan
Gai, Zhong-Tao
Jin, Zhen
author_sort Xia, Zhi-Qiang
collection PubMed
description Ebola virus disease (EVD) has erupted many times in some zones since it was first found in 1976. The 2014 EVD outbreak in West Africa is the largest ever, which has caused a large number of deaths and the most serious country is Liberia during the outbreak period. Based on the data released by World Health Organization and the actual transmission situations, we investigate the impact of different transmission routes on the EVD outbreak in Liberia and estimate the basic reproduction number R(0) = 2.012 in the absence of effective control measures. Through sensitivity and uncertainty analysis, we reveal that the transmission coefficients of suspected and probable cases have stronger correlations on the basic reproduction number. Furthermore, we study the influence of control measures (isolation and safe burial measures) on EVD outbreak. It is found that if combined control measures are taken, the basic reproduction number will be less than one and thus EVD in Liberia may be well contained. The obtained results may provide new guidance to prevent and control the spread of disease.
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spelling pubmed-45619582015-09-15 Modeling the transmission dynamics of Ebola virus disease in Liberia Xia, Zhi-Qiang Wang, Shi-Fu Li, Shen-Long Huang, Liu-Yu Zhang, Wen-Yi Sun, Gui-Quan Gai, Zhong-Tao Jin, Zhen Sci Rep Article Ebola virus disease (EVD) has erupted many times in some zones since it was first found in 1976. The 2014 EVD outbreak in West Africa is the largest ever, which has caused a large number of deaths and the most serious country is Liberia during the outbreak period. Based on the data released by World Health Organization and the actual transmission situations, we investigate the impact of different transmission routes on the EVD outbreak in Liberia and estimate the basic reproduction number R(0) = 2.012 in the absence of effective control measures. Through sensitivity and uncertainty analysis, we reveal that the transmission coefficients of suspected and probable cases have stronger correlations on the basic reproduction number. Furthermore, we study the influence of control measures (isolation and safe burial measures) on EVD outbreak. It is found that if combined control measures are taken, the basic reproduction number will be less than one and thus EVD in Liberia may be well contained. The obtained results may provide new guidance to prevent and control the spread of disease. Nature Publishing Group 2015-09-08 /pmc/articles/PMC4561958/ /pubmed/26347015 http://dx.doi.org/10.1038/srep13857 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Xia, Zhi-Qiang
Wang, Shi-Fu
Li, Shen-Long
Huang, Liu-Yu
Zhang, Wen-Yi
Sun, Gui-Quan
Gai, Zhong-Tao
Jin, Zhen
Modeling the transmission dynamics of Ebola virus disease in Liberia
title Modeling the transmission dynamics of Ebola virus disease in Liberia
title_full Modeling the transmission dynamics of Ebola virus disease in Liberia
title_fullStr Modeling the transmission dynamics of Ebola virus disease in Liberia
title_full_unstemmed Modeling the transmission dynamics of Ebola virus disease in Liberia
title_short Modeling the transmission dynamics of Ebola virus disease in Liberia
title_sort modeling the transmission dynamics of ebola virus disease in liberia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4561958/
https://www.ncbi.nlm.nih.gov/pubmed/26347015
http://dx.doi.org/10.1038/srep13857
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