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Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic
In this paper, we sought and presented an 8-Dimensional deterministic mathematical COVID-19 dynamic model that accounted for the global stability analysis of the role of dual-bilinear treatment protocols of COVID-19 infection. The model, which is characterized by human-to-human transmission mode was...
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/PMC7837293/ https://www.ncbi.nlm.nih.gov/pubmed/33519116 http://dx.doi.org/10.1016/j.chaos.2020.110574 |
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author | Bassey, Bassey Echeng Atsu, Jeremiah U. |
author_facet | Bassey, Bassey Echeng Atsu, Jeremiah U. |
author_sort | Bassey, Bassey Echeng |
collection | PubMed |
description | In this paper, we sought and presented an 8-Dimensional deterministic mathematical COVID-19 dynamic model that accounted for the global stability analysis of the role of dual-bilinear treatment protocols of COVID-19 infection. The model, which is characterized by human-to-human transmission mode was investigated using dual non-pharmaceutical (face-masking and social distancing) and dual pharmaceutical (hydroxylchloroquine and azithromycin) as control functions following the interplay of susceptible population and varying infectious population. First, we investigated the model state-space and then established and computed the system reproduction number for both off-treatment [Formula: see text] and for onset-treatment [Formula: see text]. We considered the model for off-treatment and thereafter by incorporating the theory of LaSalle's invariant principle into the classical method of Lyapunov functions, we presented an approach for global stability analysis of COVID-19 dynamics. Numerical verification of system theoretical predictions was computed using in-built Runge-Kutta of order of precision 4 in a Mathcad surface. The set approach produces highly significant results in the main text. For example, while rapid population extinction was observed by the susceptible under off-treatment scenario in the first [Formula: see text] days, the application of non-pharmaceuticals at early stage of infection proved very effective strategy in curtailing the spread of the virus. Moreso, the implementation of dual pharmacotherapies in conjunction with non-pharmaceuticals yields tremendous rejuvenation of susceptible population ([Formula: see text]) with maximal reduction in the rates of isolation, super spreaders and hospitalization of the infectives. Thus, experimental results of investigation affirm the suitability of proposed model for the control and treatment of the deadly disease provided individuals adheres to treatment protocols. |
format | Online Article Text |
id | pubmed-7837293 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78372932021-01-26 Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic Bassey, Bassey Echeng Atsu, Jeremiah U. Chaos Solitons Fractals Article In this paper, we sought and presented an 8-Dimensional deterministic mathematical COVID-19 dynamic model that accounted for the global stability analysis of the role of dual-bilinear treatment protocols of COVID-19 infection. The model, which is characterized by human-to-human transmission mode was investigated using dual non-pharmaceutical (face-masking and social distancing) and dual pharmaceutical (hydroxylchloroquine and azithromycin) as control functions following the interplay of susceptible population and varying infectious population. First, we investigated the model state-space and then established and computed the system reproduction number for both off-treatment [Formula: see text] and for onset-treatment [Formula: see text]. We considered the model for off-treatment and thereafter by incorporating the theory of LaSalle's invariant principle into the classical method of Lyapunov functions, we presented an approach for global stability analysis of COVID-19 dynamics. Numerical verification of system theoretical predictions was computed using in-built Runge-Kutta of order of precision 4 in a Mathcad surface. The set approach produces highly significant results in the main text. For example, while rapid population extinction was observed by the susceptible under off-treatment scenario in the first [Formula: see text] days, the application of non-pharmaceuticals at early stage of infection proved very effective strategy in curtailing the spread of the virus. Moreso, the implementation of dual pharmacotherapies in conjunction with non-pharmaceuticals yields tremendous rejuvenation of susceptible population ([Formula: see text]) with maximal reduction in the rates of isolation, super spreaders and hospitalization of the infectives. Thus, experimental results of investigation affirm the suitability of proposed model for the control and treatment of the deadly disease provided individuals adheres to treatment protocols. Elsevier Ltd. 2021-02 2020-12-19 /pmc/articles/PMC7837293/ /pubmed/33519116 http://dx.doi.org/10.1016/j.chaos.2020.110574 Text en © 2020 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 Bassey, Bassey Echeng Atsu, Jeremiah U. Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic |
title | Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic |
title_full | Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic |
title_fullStr | Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic |
title_full_unstemmed | Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic |
title_short | Global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for COVID-19 pandemic |
title_sort | global stability analysis of the role of multi-therapies and non-pharmaceutical treatment protocols for covid-19 pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837293/ https://www.ncbi.nlm.nih.gov/pubmed/33519116 http://dx.doi.org/10.1016/j.chaos.2020.110574 |
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