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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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. |
format | Online Article Text |
id | pubmed-10440346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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