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Reacting to outbreaks at neighboring localities
We study the dynamics of epidemics in a networked metapopulation model. In each subpopulation, representing a locality, the disease propagates according to a modified susceptible-exposed-infected-recovered (SEIR) dynamics. In the modified SEIR dynamics, individuals reduce their number of contacts as...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904447/ https://www.ncbi.nlm.nih.gov/pubmed/33639138 http://dx.doi.org/10.1016/j.jtbi.2021.110632 |
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author | Eksin, Ceyhun Ndeffo-Mbah, Martial Weitz, Joshua S. |
author_facet | Eksin, Ceyhun Ndeffo-Mbah, Martial Weitz, Joshua S. |
author_sort | Eksin, Ceyhun |
collection | PubMed |
description | We study the dynamics of epidemics in a networked metapopulation model. In each subpopulation, representing a locality, the disease propagates according to a modified susceptible-exposed-infected-recovered (SEIR) dynamics. In the modified SEIR dynamics, individuals reduce their number of contacts as a function of the weighted sum of cumulative number of cases within the locality and in neighboring localities. We consider a scenario with two localities where disease originates in one locality and is exported to the neighboring locality via travel of exposed (latently infected) individuals. We establish a lower bound on the outbreak size at the origin as a function of the speed of spread. Using the lower bound on the outbreak size at the origin, we establish an upper bound on the outbreak size at the importing locality as a function of the speed of spread and the level of preparedness for the low mobility regime. We evaluate the critical levels of preparedness that stop the disease from spreading at the importing locality. Finally, we show how the benefit of preparedness diminishes under high mobility rates. Our results highlight the importance of preparedness at localities where cases are beginning to rise such that localities can help stop local outbreaks when they respond to the severity of outbreaks in neighboring localities. |
format | Online Article Text |
id | pubmed-7904447 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79044472021-02-25 Reacting to outbreaks at neighboring localities Eksin, Ceyhun Ndeffo-Mbah, Martial Weitz, Joshua S. J Theor Biol Article We study the dynamics of epidemics in a networked metapopulation model. In each subpopulation, representing a locality, the disease propagates according to a modified susceptible-exposed-infected-recovered (SEIR) dynamics. In the modified SEIR dynamics, individuals reduce their number of contacts as a function of the weighted sum of cumulative number of cases within the locality and in neighboring localities. We consider a scenario with two localities where disease originates in one locality and is exported to the neighboring locality via travel of exposed (latently infected) individuals. We establish a lower bound on the outbreak size at the origin as a function of the speed of spread. Using the lower bound on the outbreak size at the origin, we establish an upper bound on the outbreak size at the importing locality as a function of the speed of spread and the level of preparedness for the low mobility regime. We evaluate the critical levels of preparedness that stop the disease from spreading at the importing locality. Finally, we show how the benefit of preparedness diminishes under high mobility rates. Our results highlight the importance of preparedness at localities where cases are beginning to rise such that localities can help stop local outbreaks when they respond to the severity of outbreaks in neighboring localities. Elsevier Ltd. 2021-07-07 2021-02-25 /pmc/articles/PMC7904447/ /pubmed/33639138 http://dx.doi.org/10.1016/j.jtbi.2021.110632 Text en © 2021 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Eksin, Ceyhun Ndeffo-Mbah, Martial Weitz, Joshua S. Reacting to outbreaks at neighboring localities |
title | Reacting to outbreaks at neighboring localities |
title_full | Reacting to outbreaks at neighboring localities |
title_fullStr | Reacting to outbreaks at neighboring localities |
title_full_unstemmed | Reacting to outbreaks at neighboring localities |
title_short | Reacting to outbreaks at neighboring localities |
title_sort | reacting to outbreaks at neighboring localities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904447/ https://www.ncbi.nlm.nih.gov/pubmed/33639138 http://dx.doi.org/10.1016/j.jtbi.2021.110632 |
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