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Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies

The Ebola virus is spreading throughout West Africa and is causing thousands of deaths. In order to quantify the effectiveness of different strategies for controlling the spread, we develop a mathematical model in which the propagation of the Ebola virus through Liberia is caused by travel between c...

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Autores principales: Valdez, L. D., Aragão Rêgo, H. H., Stanley, H. E., Braunstein, L. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4507172/
https://www.ncbi.nlm.nih.gov/pubmed/26190582
http://dx.doi.org/10.1038/srep12172
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author Valdez, L. D.
Aragão Rêgo, H. H.
Stanley, H. E.
Braunstein, L. A.
author_facet Valdez, L. D.
Aragão Rêgo, H. H.
Stanley, H. E.
Braunstein, L. A.
author_sort Valdez, L. D.
collection PubMed
description The Ebola virus is spreading throughout West Africa and is causing thousands of deaths. In order to quantify the effectiveness of different strategies for controlling the spread, we develop a mathematical model in which the propagation of the Ebola virus through Liberia is caused by travel between counties. For the initial months in which the Ebola virus spreads, we find that the arrival times of the disease into the counties predicted by our model are compatible with World Health Organization data, but we also find that reducing mobility is insufficient to contain the epidemic because it delays the arrival of Ebola virus in each county by only a few weeks. We study the effect of a strategy in which safe burials are increased and effective hospitalisation instituted under two scenarios: (i) one implemented in mid-July 2014 and (ii) one in mid-August—which was the actual time that strong interventions began in Liberia. We find that if scenario (i) had been pursued the lifetime of the epidemic would have been three months shorter and the total number of infected individuals 80% less than in scenario (ii). Our projection under scenario (ii) is that the spreading will stop by mid-spring 2015.
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spelling pubmed-45071722015-07-21 Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies Valdez, L. D. Aragão Rêgo, H. H. Stanley, H. E. Braunstein, L. A. Sci Rep Article The Ebola virus is spreading throughout West Africa and is causing thousands of deaths. In order to quantify the effectiveness of different strategies for controlling the spread, we develop a mathematical model in which the propagation of the Ebola virus through Liberia is caused by travel between counties. For the initial months in which the Ebola virus spreads, we find that the arrival times of the disease into the counties predicted by our model are compatible with World Health Organization data, but we also find that reducing mobility is insufficient to contain the epidemic because it delays the arrival of Ebola virus in each county by only a few weeks. We study the effect of a strategy in which safe burials are increased and effective hospitalisation instituted under two scenarios: (i) one implemented in mid-July 2014 and (ii) one in mid-August—which was the actual time that strong interventions began in Liberia. We find that if scenario (i) had been pursued the lifetime of the epidemic would have been three months shorter and the total number of infected individuals 80% less than in scenario (ii). Our projection under scenario (ii) is that the spreading will stop by mid-spring 2015. Nature Publishing Group 2015-07-20 /pmc/articles/PMC4507172/ /pubmed/26190582 http://dx.doi.org/10.1038/srep12172 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
Valdez, L. D.
Aragão Rêgo, H. H.
Stanley, H. E.
Braunstein, L. A.
Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies
title Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies
title_full Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies
title_fullStr Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies
title_full_unstemmed Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies
title_short Predicting the extinction of Ebola spreading in Liberia due to mitigation strategies
title_sort predicting the extinction of ebola spreading in liberia due to mitigation strategies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4507172/
https://www.ncbi.nlm.nih.gov/pubmed/26190582
http://dx.doi.org/10.1038/srep12172
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