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Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach

This present paper aims to examine various epidemiological aspects of the monkeypox viral infection using a fractional-order mathematical model. Initially, the model is formulated using integer-order nonlinear differential equations. The imperfect vaccination is considered for human population in th...

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Autores principales: Liu, Botao, Farid, Samreen, Ullah, Saif, Altanji, Mohamed, Nawaz, Rashid, Wondimagegnhu Teklu, Shewafera
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10440346/
https://www.ncbi.nlm.nih.gov/pubmed/37599330
http://dx.doi.org/10.1038/s41598-023-40745-x
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author Liu, Botao
Farid, Samreen
Ullah, Saif
Altanji, Mohamed
Nawaz, Rashid
Wondimagegnhu Teklu, Shewafera
author_facet Liu, Botao
Farid, Samreen
Ullah, Saif
Altanji, Mohamed
Nawaz, Rashid
Wondimagegnhu Teklu, Shewafera
author_sort Liu, Botao
collection PubMed
description This present paper aims to examine various epidemiological aspects of the monkeypox viral infection using a fractional-order mathematical model. Initially, the model is formulated using integer-order nonlinear differential equations. The imperfect vaccination is considered for human population in the model formulation. The proposed model is then reformulated using a fractional order derivative with power law to gain a deeper understanding of disease dynamics. The values of the model parameters are determined from the cumulative reported monkeypox cases in the United States during the period from May 10th to October 10th, 2022. Besides this, some of the demographic parameters are evaluated from the population of the literature. We establish sufficient conditions to ensure the existence and uniqueness of the model’s solution in the fractional case. Furthermore, the stability of the endemic equilibrium of the fractional monkeypox model is presented. The Lyapunov function approach is used to demonstrate the global stability of the model equilibria. Moreover, the fractional order model is numerically solved using an efficient numerical technique known as the fractional Adams-Bashforth-Moulton method. The numerical simulations are conducted using estimated parameters, considering various values of the fractional order of the Caputo derivative. The finding of this study reveals the impact of various model parameters and fractional order values on the dynamics and control of monkeypox.
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spelling pubmed-104403462023-08-22 Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach Liu, Botao Farid, Samreen Ullah, Saif Altanji, Mohamed Nawaz, Rashid Wondimagegnhu Teklu, Shewafera Sci Rep Article This present paper aims to examine various epidemiological aspects of the monkeypox viral infection using a fractional-order mathematical model. Initially, the model is formulated using integer-order nonlinear differential equations. The imperfect vaccination is considered for human population in the model formulation. The proposed model is then reformulated using a fractional order derivative with power law to gain a deeper understanding of disease dynamics. The values of the model parameters are determined from the cumulative reported monkeypox cases in the United States during the period from May 10th to October 10th, 2022. Besides this, some of the demographic parameters are evaluated from the population of the literature. We establish sufficient conditions to ensure the existence and uniqueness of the model’s solution in the fractional case. Furthermore, the stability of the endemic equilibrium of the fractional monkeypox model is presented. The Lyapunov function approach is used to demonstrate the global stability of the model equilibria. Moreover, the fractional order model is numerically solved using an efficient numerical technique known as the fractional Adams-Bashforth-Moulton method. The numerical simulations are conducted using estimated parameters, considering various values of the fractional order of the Caputo derivative. The finding of this study reveals the impact of various model parameters and fractional order values on the dynamics and control of monkeypox. Nature Publishing Group UK 2023-08-20 /pmc/articles/PMC10440346/ /pubmed/37599330 http://dx.doi.org/10.1038/s41598-023-40745-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Liu, Botao
Farid, Samreen
Ullah, Saif
Altanji, Mohamed
Nawaz, Rashid
Wondimagegnhu Teklu, Shewafera
Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach
title Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach
title_full Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach
title_fullStr Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach
title_full_unstemmed Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach
title_short Mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach
title_sort mathematical assessment of monkeypox disease with the impact of vaccination using a fractional epidemiological modeling approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10440346/
https://www.ncbi.nlm.nih.gov/pubmed/37599330
http://dx.doi.org/10.1038/s41598-023-40745-x
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