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Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies

In this study, we formulate and analyze a deterministic model for the transmission of COVID-19 and evaluate control strategies for the epidemic. It has been well documented that the severity of the disease and disease related mortality is strongly correlated with age and the presence of co-morbiditi...

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Autores principales: Khan, Adnan, Ali, Mohsin, Iqbal, Wizda, Imran, Mudassar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443082/
https://www.ncbi.nlm.nih.gov/pubmed/34525112
http://dx.doi.org/10.1371/journal.pone.0257354
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author Khan, Adnan
Ali, Mohsin
Iqbal, Wizda
Imran, Mudassar
author_facet Khan, Adnan
Ali, Mohsin
Iqbal, Wizda
Imran, Mudassar
author_sort Khan, Adnan
collection PubMed
description In this study, we formulate and analyze a deterministic model for the transmission of COVID-19 and evaluate control strategies for the epidemic. It has been well documented that the severity of the disease and disease related mortality is strongly correlated with age and the presence of co-morbidities. We incorporate this in our model by considering two susceptible classes, a high risk, and a low risk group. Disease transmission within each group is modelled by an extension of the SEIR model, considering additional compartments for quarantined and treated population groups first and vaccinated and treated population groups next. Cross Infection across the high and low risk groups is also incorporated in the model. We calculate the basic reproduction number [Image: see text] and show that for [Image: see text] the disease dies out, and for [Image: see text] the disease is endemic. We note that varying the relative proportion of high and low risk susceptibles has a strong effect on the disease burden and mortality. We devise optimal medication and vaccination strategies for effective control of the disease. Our analysis shows that vaccinating and medicating both groups is needed for effective disease control and the controls are not very sensitive to the proportion of the high and low risk populations.
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spelling pubmed-84430822021-09-16 Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies Khan, Adnan Ali, Mohsin Iqbal, Wizda Imran, Mudassar PLoS One Research Article In this study, we formulate and analyze a deterministic model for the transmission of COVID-19 and evaluate control strategies for the epidemic. It has been well documented that the severity of the disease and disease related mortality is strongly correlated with age and the presence of co-morbidities. We incorporate this in our model by considering two susceptible classes, a high risk, and a low risk group. Disease transmission within each group is modelled by an extension of the SEIR model, considering additional compartments for quarantined and treated population groups first and vaccinated and treated population groups next. Cross Infection across the high and low risk groups is also incorporated in the model. We calculate the basic reproduction number [Image: see text] and show that for [Image: see text] the disease dies out, and for [Image: see text] the disease is endemic. We note that varying the relative proportion of high and low risk susceptibles has a strong effect on the disease burden and mortality. We devise optimal medication and vaccination strategies for effective control of the disease. Our analysis shows that vaccinating and medicating both groups is needed for effective disease control and the controls are not very sensitive to the proportion of the high and low risk populations. Public Library of Science 2021-09-15 /pmc/articles/PMC8443082/ /pubmed/34525112 http://dx.doi.org/10.1371/journal.pone.0257354 Text en © 2021 Khan et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Khan, Adnan
Ali, Mohsin
Iqbal, Wizda
Imran, Mudassar
Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies
title Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies
title_full Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies
title_fullStr Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies
title_full_unstemmed Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies
title_short Effect of high and low risk susceptibles in the transmission dynamics of COVID-19 and control strategies
title_sort effect of high and low risk susceptibles in the transmission dynamics of covid-19 and control strategies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443082/
https://www.ncbi.nlm.nih.gov/pubmed/34525112
http://dx.doi.org/10.1371/journal.pone.0257354
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