Cargando…

Dynamic of a two-strain COVID-19 model with vaccination

COVID-19 is a respiratory illness caused by an ribonucleic acid (RNA) virus prone to mutations. In December 2020, variants with different characteristics that could affect transmissibility emerged around the world. To address this new dynamic of the disease, we formulate and analyze a mathematical m...

Descripción completa

Detalles Bibliográficos
Autores principales: Tchoumi, S.Y., Rwezaura, H., Tchuenche, J.M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9242689/
https://www.ncbi.nlm.nih.gov/pubmed/35791392
http://dx.doi.org/10.1016/j.rinp.2022.105777
_version_ 1784738106464796672
author Tchoumi, S.Y.
Rwezaura, H.
Tchuenche, J.M.
author_facet Tchoumi, S.Y.
Rwezaura, H.
Tchuenche, J.M.
author_sort Tchoumi, S.Y.
collection PubMed
description COVID-19 is a respiratory illness caused by an ribonucleic acid (RNA) virus prone to mutations. In December 2020, variants with different characteristics that could affect transmissibility emerged around the world. To address this new dynamic of the disease, we formulate and analyze a mathematical model of a two-strain COVID-19 transmission dynamics with strain 1 vaccination. The model is theoretically analyzed and sufficient conditions for the stability of its equilibria are derived. In addition to the disease-free and endemic equilibria, the model also has single-strain 1 and strain 2 endemic equilibria. Using the center manifold theory, it is shown that the model does not exhibit the phenomenon of backward bifurcation, and global stability of the model equilibria are proved using various approaches. Simulations to support the model theoretical results are provided. We calculate the basic reproductive number [Formula: see text] and [Formula: see text] for both strains independently. Results indicate that – both strains will persist when [Formula: see text] and [Formula: see text] – Stain 2 could establish itself as the dominant strain if [Formula: see text] and [Formula: see text] , or when [Formula: see text]. However, because of de novo herd immunity due to strain 1 vaccine efficacy and provided the initial stain 2 transmission threshold parameter [Formula: see text] is controlled to remain below unity, strain 2 will not establish itself/persist in the community.
format Online
Article
Text
id pubmed-9242689
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher The Author(s). Published by Elsevier B.V.
record_format MEDLINE/PubMed
spelling pubmed-92426892022-06-30 Dynamic of a two-strain COVID-19 model with vaccination Tchoumi, S.Y. Rwezaura, H. Tchuenche, J.M. Results Phys Article COVID-19 is a respiratory illness caused by an ribonucleic acid (RNA) virus prone to mutations. In December 2020, variants with different characteristics that could affect transmissibility emerged around the world. To address this new dynamic of the disease, we formulate and analyze a mathematical model of a two-strain COVID-19 transmission dynamics with strain 1 vaccination. The model is theoretically analyzed and sufficient conditions for the stability of its equilibria are derived. In addition to the disease-free and endemic equilibria, the model also has single-strain 1 and strain 2 endemic equilibria. Using the center manifold theory, it is shown that the model does not exhibit the phenomenon of backward bifurcation, and global stability of the model equilibria are proved using various approaches. Simulations to support the model theoretical results are provided. We calculate the basic reproductive number [Formula: see text] and [Formula: see text] for both strains independently. Results indicate that – both strains will persist when [Formula: see text] and [Formula: see text] – Stain 2 could establish itself as the dominant strain if [Formula: see text] and [Formula: see text] , or when [Formula: see text]. However, because of de novo herd immunity due to strain 1 vaccine efficacy and provided the initial stain 2 transmission threshold parameter [Formula: see text] is controlled to remain below unity, strain 2 will not establish itself/persist in the community. The Author(s). Published by Elsevier B.V. 2022-08 2022-06-30 /pmc/articles/PMC9242689/ /pubmed/35791392 http://dx.doi.org/10.1016/j.rinp.2022.105777 Text en © 2022 The Author(s) 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
Tchoumi, S.Y.
Rwezaura, H.
Tchuenche, J.M.
Dynamic of a two-strain COVID-19 model with vaccination
title Dynamic of a two-strain COVID-19 model with vaccination
title_full Dynamic of a two-strain COVID-19 model with vaccination
title_fullStr Dynamic of a two-strain COVID-19 model with vaccination
title_full_unstemmed Dynamic of a two-strain COVID-19 model with vaccination
title_short Dynamic of a two-strain COVID-19 model with vaccination
title_sort dynamic of a two-strain covid-19 model with vaccination
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9242689/
https://www.ncbi.nlm.nih.gov/pubmed/35791392
http://dx.doi.org/10.1016/j.rinp.2022.105777
work_keys_str_mv AT tchoumisy dynamicofatwostraincovid19modelwithvaccination
AT rwezaurah dynamicofatwostraincovid19modelwithvaccination
AT tchuenchejm dynamicofatwostraincovid19modelwithvaccination