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Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis

Middle East Respiratory Syndrome Coronavirus (MERS-CoV) can cause mild to severe acute respiratory illness with a high mortality rate. As of January 2020, more than 2500 cases of MERS-CoV resulting in around 860 deaths were reported globally. In the absence of neither effective treatment nor a ready...

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Autores principales: Ghosh, Indrajit, Nadim, Sk Shahid, Chattopadhyay, Joydev
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7868678/
https://www.ncbi.nlm.nih.gov/pubmed/33584009
http://dx.doi.org/10.1007/s11071-021-06266-w
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author Ghosh, Indrajit
Nadim, Sk Shahid
Chattopadhyay, Joydev
author_facet Ghosh, Indrajit
Nadim, Sk Shahid
Chattopadhyay, Joydev
author_sort Ghosh, Indrajit
collection PubMed
description Middle East Respiratory Syndrome Coronavirus (MERS-CoV) can cause mild to severe acute respiratory illness with a high mortality rate. As of January 2020, more than 2500 cases of MERS-CoV resulting in around 860 deaths were reported globally. In the absence of neither effective treatment nor a ready-to-use vaccine, control measures can be derived from mathematical models of disease epidemiology. In this manuscript, we propose and analyze a compartmental model of zoonotic MERS-CoV transmission with two co-circulating strains. The human population is considered with eight compartments while the zoonotic camel population consist of two compartments. The expression of basic reproduction numbers are obtained for both single strain and two strain version of the proposed model. We show that the disease-free equilibrium of the system with single stain is globally asymptotically stable under some parametric conditions. We also demonstrate that both models undergo backward bifurcation phenomenon, which in turn indicates that only keeping [Formula: see text] below unity may not ensure eradication. To the best of the authors knowledge, backward bifurcation was not shown in a MERS-CoV transmission model previously. Further, we perform normalized sensitivity analysis of important model parameters with respect to basic reproduction number of the proposed model. Furthermore, we perform optimal control analysis on different combination interventions with four components namely preventive measures such as use of masks, isolation of strain-1 infected people, strain-2 infected people and infected camels. Optimal control analysis suggests that combination of preventive measures and isolation of infected camels will eventually eradicate the disease from the community.
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spelling pubmed-78686782021-02-09 Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis Ghosh, Indrajit Nadim, Sk Shahid Chattopadhyay, Joydev Nonlinear Dyn Original Paper Middle East Respiratory Syndrome Coronavirus (MERS-CoV) can cause mild to severe acute respiratory illness with a high mortality rate. As of January 2020, more than 2500 cases of MERS-CoV resulting in around 860 deaths were reported globally. In the absence of neither effective treatment nor a ready-to-use vaccine, control measures can be derived from mathematical models of disease epidemiology. In this manuscript, we propose and analyze a compartmental model of zoonotic MERS-CoV transmission with two co-circulating strains. The human population is considered with eight compartments while the zoonotic camel population consist of two compartments. The expression of basic reproduction numbers are obtained for both single strain and two strain version of the proposed model. We show that the disease-free equilibrium of the system with single stain is globally asymptotically stable under some parametric conditions. We also demonstrate that both models undergo backward bifurcation phenomenon, which in turn indicates that only keeping [Formula: see text] below unity may not ensure eradication. To the best of the authors knowledge, backward bifurcation was not shown in a MERS-CoV transmission model previously. Further, we perform normalized sensitivity analysis of important model parameters with respect to basic reproduction number of the proposed model. Furthermore, we perform optimal control analysis on different combination interventions with four components namely preventive measures such as use of masks, isolation of strain-1 infected people, strain-2 infected people and infected camels. Optimal control analysis suggests that combination of preventive measures and isolation of infected camels will eventually eradicate the disease from the community. Springer Netherlands 2021-02-08 2021 /pmc/articles/PMC7868678/ /pubmed/33584009 http://dx.doi.org/10.1007/s11071-021-06266-w Text en © The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature 2021 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 Original Paper
Ghosh, Indrajit
Nadim, Sk Shahid
Chattopadhyay, Joydev
Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis
title Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis
title_full Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis
title_fullStr Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis
title_full_unstemmed Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis
title_short Zoonotic MERS-CoV transmission: modeling, backward bifurcation and optimal control analysis
title_sort zoonotic mers-cov transmission: modeling, backward bifurcation and optimal control analysis
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7868678/
https://www.ncbi.nlm.nih.gov/pubmed/33584009
http://dx.doi.org/10.1007/s11071-021-06266-w
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