SARS-CoV-2 infection with lytic and non-lytic immune responses: A fractional order optimal control theoretical study
- PMID: 34055582
- PMCID: PMC8139470
- DOI: 10.1016/j.rinp.2021.104260
SARS-CoV-2 infection with lytic and non-lytic immune responses: A fractional order optimal control theoretical study
Abstract
In this research article, we establish a fractional-order mathematical model to explore the infections of the coronavirus disease (COVID-19) caused by the novel SARS-CoV-2 virus. We introduce a set of fractional differential equations taking uninfected epithelial cells, infected epithelial cells, SARS-CoV-2 virus, and CTL response cell accounting for the lytic and non-lytic effects of immune responses. We also include the effect of a commonly used antiviral drug in COVID-19 treatment in an optimal control-theoretic approach. The stability of the equilibria of the fractional ordered system using qualitative theory. Numerical simulations are presented using an iterative scheme in Matlab in support of the analytical results.
Keywords: Fractional calculus; Lytic and nonlytic effect; Mathematical model; Optimal control; SARS-CoV-2.
© 2021 Published by Elsevier B.V.
Conflict of interest statement
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Figures
Similar articles
-
A fractional-order differential equation model of COVID-19 infection of epithelial cells.Chaos Solitons Fractals. 2021 Jun;147:110952. doi: 10.1016/j.chaos.2021.110952. Epub 2021 Apr 30. Chaos Solitons Fractals. 2021. PMID: 33967407 Free PMC article.
-
Effect of an antiviral drug control and its variable order fractional network in host COVID-19 kinetics.Eur Phys J Spec Top. 2022;231(10):1915-1929. doi: 10.1140/epjs/s11734-022-00454-4. Epub 2022 Feb 1. Eur Phys J Spec Top. 2022. PMID: 35126876 Free PMC article.
-
Dynamics of SARS-CoV-2 infection model with two modes of transmission and immune response.Math Biosci Eng. 2020 Aug 11;17(5):5326-5340. doi: 10.3934/mbe.2020288. Math Biosci Eng. 2020. PMID: 33120555
-
Dynamics of a fractional order mathematical model for COVID-19 epidemic.Adv Differ Equ. 2020;2020(1):420. doi: 10.1186/s13662-020-02873-w. Epub 2020 Aug 14. Adv Differ Equ. 2020. PMID: 32834820 Free PMC article. Review.
-
Pathogenesis-directed therapy of 2019 novel coronavirus disease.J Med Virol. 2021 Mar;93(3):1320-1342. doi: 10.1002/jmv.26610. Epub 2020 Nov 10. J Med Virol. 2021. PMID: 33073355 Review.
Cited by
-
Stability of a delayed SARS-CoV-2 reactivation model with logistic growth and adaptive immune response.Physica A. 2023 Apr 15;616:128604. doi: 10.1016/j.physa.2023.128604. Epub 2023 Feb 24. Physica A. 2023. PMID: 36909816 Free PMC article.
-
Mathematical Modeling and Analysis of the Dynamics of RNA Viruses in Presence of Immunity and Treatment: A Case Study of SARS-CoV-2.Vaccines (Basel). 2023 Jan 17;11(2):201. doi: 10.3390/vaccines11020201. Vaccines (Basel). 2023. PMID: 36851079 Free PMC article.
-
Clinical effects of 2-DG drug restraining SARS-CoV-2 infection: A fractional order optimal control study.J Biol Phys. 2022 Dec;48(4):415-438. doi: 10.1007/s10867-022-09617-9. Epub 2022 Dec 2. J Biol Phys. 2022. PMID: 36459249 Free PMC article.
-
Global Dynamics of SARS-CoV-2 Infection with Antibody Response and the Impact of Impulsive Drug Therapy.Vaccines (Basel). 2022 Oct 31;10(11):1846. doi: 10.3390/vaccines10111846. Vaccines (Basel). 2022. PMID: 36366355 Free PMC article.
-
Timely and effective media coverage's role in the spread of Corona Virus Disease 2019.Math Methods Appl Sci. 2022 Sep 23:10.1002/mma.8732. doi: 10.1002/mma.8732. Online ahead of print. Math Methods Appl Sci. 2022. PMID: 36247227 Free PMC article.
References
-
- Wodarz Dominik. Mathematical models of immune effector responses to viral infections: Virus control versus the development of pathology. J Comput Appl Math. 2005;184(1):301–319.
-
- Abbas Saïd, Benchohra Mouffak, N’Guérékata Gaston M, Slimani Boualem Attou. Darboux problem for fractional-order discontinuous hyperbolic partial differential equations in banach algebras. Complex Var Elliptic Equ. 2012;57(2–4):337–350.
LinkOut - more resources
Full Text Sources
Other Literature Sources
Miscellaneous