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Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks

A ‘contact network’ modeling infection transmission comprises of nodes (or individuals) that are linked when they are in contact that possibly transmits an infection. We here studied infection transmission on contact networks of various degree distributions—scale-free, exponential and constant—under...

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Detalles Bibliográficos
Autores principales: Takeuchi, Fumihiko, Yamamoto, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122054/
http://dx.doi.org/10.1007/11428831_119
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author Takeuchi, Fumihiko
Yamamoto, Kenji
author_facet Takeuchi, Fumihiko
Yamamoto, Kenji
author_sort Takeuchi, Fumihiko
collection PubMed
description A ‘contact network’ modeling infection transmission comprises of nodes (or individuals) that are linked when they are in contact that possibly transmits an infection. We here studied infection transmission on contact networks of various degree distributions—scale-free, exponential and constant—under SIRV model assuming susceptible, infected, removed and vaccinated statuses of nodes. Aiming for infectious disease containment within the very early stage of spreading, we computed the minimum transmissibility at which an infectious disease epidemic begins to emerge, and its change according to mass preventive and ring post-outbreak vaccination. In the most degree-heterogeneous scale-free network, the ‘super-spreading’ by the hubs, or high-degree nodes, allowed epidemics even for low transmissibility. In compensation, vaccination was much more efficient for the scale-free network. We also found that basic reproductive number R (0) defines a measurement of epidemic emergence universally applicable to networks of various degree distributions. These results are significant for public health design.
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spelling pubmed-71220542020-04-06 Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks Takeuchi, Fumihiko Yamamoto, Kenji Computational Science – ICCS 2005 Article A ‘contact network’ modeling infection transmission comprises of nodes (or individuals) that are linked when they are in contact that possibly transmits an infection. We here studied infection transmission on contact networks of various degree distributions—scale-free, exponential and constant—under SIRV model assuming susceptible, infected, removed and vaccinated statuses of nodes. Aiming for infectious disease containment within the very early stage of spreading, we computed the minimum transmissibility at which an infectious disease epidemic begins to emerge, and its change according to mass preventive and ring post-outbreak vaccination. In the most degree-heterogeneous scale-free network, the ‘super-spreading’ by the hubs, or high-degree nodes, allowed epidemics even for low transmissibility. In compensation, vaccination was much more efficient for the scale-free network. We also found that basic reproductive number R (0) defines a measurement of epidemic emergence universally applicable to networks of various degree distributions. These results are significant for public health design. 2005 /pmc/articles/PMC7122054/ http://dx.doi.org/10.1007/11428831_119 Text en © Springer-Verlag Berlin Heidelberg 2005 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Takeuchi, Fumihiko
Yamamoto, Kenji
Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks
title Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks
title_full Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks
title_fullStr Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks
title_full_unstemmed Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks
title_short Effectiveness of Vaccination Strategies for Infectious Diseases According to Human Contact Networks
title_sort effectiveness of vaccination strategies for infectious diseases according to human contact networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122054/
http://dx.doi.org/10.1007/11428831_119
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