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Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model
H7N9, a newly emerging virus in China, travels among poultry and human. Although H7N9 has not aroused massive outbreaks, recurrence in the second half of 2013 makes it essential to control the spread. It is believed that the most effective control measure is to locate the original infection source a...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5381286/ https://www.ncbi.nlm.nih.gov/pubmed/24786135 http://dx.doi.org/10.1038/srep04846 |
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author | Zhang, Juan Jin, Zhen Sun, Gui-Quan Sun, Xiang-Dong Wang, You-Ming Huang, Baoxu |
author_facet | Zhang, Juan Jin, Zhen Sun, Gui-Quan Sun, Xiang-Dong Wang, You-Ming Huang, Baoxu |
author_sort | Zhang, Juan |
collection | PubMed |
description | H7N9, a newly emerging virus in China, travels among poultry and human. Although H7N9 has not aroused massive outbreaks, recurrence in the second half of 2013 makes it essential to control the spread. It is believed that the most effective control measure is to locate the original infection source and cut off the source of infection from human. However, the original infection source and the internal transmission mechanism of the new virus are not totally clear. In order to determine the original infection source of H7N9, we establish a dynamical model with migratory bird, resident bird, domestic poultry and human population, and view migratory bird, resident bird, domestic poultry as original infection source respectively to fit the true dynamics during the 2013 pandemic. By comparing the date fitting results and corresponding Akaike Information Criterion (AIC) values, we conclude that migrant birds are most likely the original infection source. In addition, we obtain the basic reproduction number in poultry and carry out sensitivity analysis of some parameters. |
format | Online Article Text |
id | pubmed-5381286 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-53812862017-04-11 Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model Zhang, Juan Jin, Zhen Sun, Gui-Quan Sun, Xiang-Dong Wang, You-Ming Huang, Baoxu Sci Rep Article H7N9, a newly emerging virus in China, travels among poultry and human. Although H7N9 has not aroused massive outbreaks, recurrence in the second half of 2013 makes it essential to control the spread. It is believed that the most effective control measure is to locate the original infection source and cut off the source of infection from human. However, the original infection source and the internal transmission mechanism of the new virus are not totally clear. In order to determine the original infection source of H7N9, we establish a dynamical model with migratory bird, resident bird, domestic poultry and human population, and view migratory bird, resident bird, domestic poultry as original infection source respectively to fit the true dynamics during the 2013 pandemic. By comparing the date fitting results and corresponding Akaike Information Criterion (AIC) values, we conclude that migrant birds are most likely the original infection source. In addition, we obtain the basic reproduction number in poultry and carry out sensitivity analysis of some parameters. Nature Publishing Group 2014-05-02 /pmc/articles/PMC5381286/ /pubmed/24786135 http://dx.doi.org/10.1038/srep04846 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. The images in this article are included in the article's Creative Commons license, unless indicated otherwise in the image credit; if the image is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the image. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/ |
spellingShingle | Article Zhang, Juan Jin, Zhen Sun, Gui-Quan Sun, Xiang-Dong Wang, You-Ming Huang, Baoxu Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model |
title | Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model |
title_full | Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model |
title_fullStr | Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model |
title_full_unstemmed | Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model |
title_short | Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model |
title_sort | determination of original infection source of h7n9 avian influenza by dynamical model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5381286/ https://www.ncbi.nlm.nih.gov/pubmed/24786135 http://dx.doi.org/10.1038/srep04846 |
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