Abstract
It is well known that mathematical biology and dynamical systems provide useful information for the study of viral infection models such as HIV, HBV, HCV, Dengue and Chikungunya virus. Chikungunya, a mosquito-borne viral disease is now a global public health problem. It is in this context that this paper studies the global asymptotic stability of two within-host Chikungunya virus (CHIKV) dynamics models with cytotoxic T-lymphocytes (CTL) cells and antibodies representing the adaptive immune response. The first model is governed by a five-dimensional system of differential equations with adaptive immune response, while the second model is six-dimensional in the presence of latency. In particular, the second model considers two types of infected cells, namely latently infected cells which do not generate CHIKV, and actively infected cells which produce the CHIKV particles. A biological threshold number \({\mathcal {R}}_{0}\) which determines the clearance or persistence of CHIKV in the body is derived for each of the models. We establish the existence of CHIKV-free and CHIKV-present steady states. Using the method of Lyapunov function, we prove that, when \({\mathcal {R}}_{0}\le 1\), then the CHIKV-free steady state is globally asymptotically stable and when \({\mathcal {R}}_{0}>1\), the endemic steady state is globally asymptotically stable. Numerical simulations are performed to confirm our obtained theoretical results. Both the theoretical and numerical results may help to improve the understanding of CHIKV dynamics
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References
Abidemi A, Aziz NAB (2022) Analysis of deterministic models for dengue disease transmission dynamics with vaccination perspective in Johor, Malaysia. Int J Appl Comput Math 8(1):1–51
Alade TO (2021) On the generalized Chikungunya virus dynamics model with distributed time delays. Int J Dyn Control 9(3):1250–1260
Alade TO, Abidemi A, Tunç C, Ghaleb SA (2021) Global stability of generalized within-host chikungunya virus dynamics models. Appl Appl Math Int J (AAM) 16(1):8
Besbassi H, Hattaf K, Yousfi N (2020) Stability and Hopf bifurcation of a generalized chikungunya virus infection model with two modes of transmission and delays. Discrete Dyn Nat Soc 1–12
Cotella JI, Farina JM, Noval MG (2022) Chapter 8—chikungunya and heart. In: Neglected tropical diseases and other infectious diseases affecting the heart, pp 83–93). Academic Press. https://doi.org/10.1016/B978-0-323-91122-1.00018-0
Da Silva-Junior EF, Leoncini GO, Rodrigues E, Aquino TM, Araujo-Junior JX (2017) The medicinal chemistry of chikungunya virus. Bioorg Med Chem 25:4219–4244
Dumont Y, Chiroleu F (2010) Vector control for the chikungunya disease. Math Biosci Eng 7:313
Dumont Y, Tchuenche J (2012) Mathematical studies on the sterile insect technique for the chikungunya disease and aedes albopictus. J Math Biol 65:809–854
El Hajji M, Zaghdani A, Sayari S (2022) Mathematical analysis and optimal control for Chikungunya virus with two routes of infection with nonlinear incidence rate. Int J Biomath 15(01):2150088
El Hajji M (2021) Modelling and optimal control for chikungunya disease. Theor Biosci 140:27–44
Elaiw AM, Alade TO, Alsulami SM (2018) Analysis of latent chikv dynamics models with general incidence rate and time delays. J Biol Dyn 12:700–730
Elaiw AM, Alade TO, Alsulami SM (2018) Global stability of within-host virus dynamics models with multitarget cells. Mathematics 6:118
Falowo OD, Olaniyi S, Oladipo AT (2022) Optimal control assessment of rift valley fever model with vaccination and environmental sanitation in the presence of treatment delay. Model Earth Syst Environ. https://doi.org/10.1007/s40808-022-01508-1
Galan-Huerta K, Rivas-Estilla A, Fernandez-Salas I, Farfan-Ale J, Ramos-Jimenez J (2015) Chikungunya virus: a general overview. Med Univ 17:175–183. https://doi.org/10.1016/j.rmu.2015.06.001
Ghaleb SA, Elaiw AM, Alnegga M, Ghandourah E, Alade TO (2022) Global stability of virus dynamics of an adaptive immune response with two routes of infection and latency. Int J Dyn Control. https://doi.org/10.1007/s40435-022-01034-z
Hale JK, Verduyn Lunel SM (1993) Introduction to functional differential equations. https://doi.org/10.1007/978-1-4612-4342-7
Jan R, Boulaaras S, Shah SAA (2022) Fractional-calculus analysis of human immunodeficiency virus and CD4+ T-cells with control interventions. Commun Theor Phys 74(10):105001
Liu X, Stechlinski P (2015) Application of control strategies to a seasonal model of chikungunya disease. Appl Math Model 39:3194–3220. https://doi.org/10.1016/j.apm.2014.10.035
Manore CA, Hickmann KS, Xu S, Wearing HJ, Hyman JM (2014) Comparing dengue and chikungunya emergence and endemic transmission in A. aegypti and A. albopictus. J Theor Biol 356:174–191. https://doi.org/10.1016/j.jtbi.2014.04.033
Moulay D, Aziz-Alaoui M, Cadivel M (2011) The chikungunya disease: modeling, vector and transmission global dynamics. Math Biosci 229:50–63. https://doi.org/10.1016/j.mbs.2010.10.008
Moulay D, Aziz-Alaoui MA, Kwon HD (2012) Optimal control of chikungunya disease: larvae reduction, treatment and prevention. Math Biosci Eng 9:369–392. https://doi.org/10.3934/mbe.2012.9.369
Musa R, Willie R, Parumasur N (2022) Behavior change in a virus-resistance hiv-1 mathematical model. Numer Anal Appl 15:138–155
Nowak MA, Bangham CRM (1996) Population dynamics of immune responses to persistent viruses. Science 272:74–79. https://doi.org/10.1126/science.272.5258.74
Okyere E, Olaniyi S, Bonyah E (2020) Analysis of zika virus dynamics with sexual transmission route using multiple optimal controls. Sci Afr 9:e00532
Olaniyi S (2018) Dynamics of Zika virus model with nonlinear incidence and optimal control strategies. Appl Math Inf Sci 12(5):969–982
Raghavendhar S, Tripati PK, Ray P, Patel AK (2019) Evaluation of medicinal herbs for anti-chikv activity. Virology 533:45–49. https://doi.org/10.1016/j.virol.2019.04.007
Sadki M, Danane J, Allali K (2022) Hepatitis c virus fractional-order model: mathematical analysis. Model Earth Syst Environ. https://doi.org/10.1007/s40808-022-01582-5
Wang Y, Liu X (2017) Stability and hopf bifurcation of a within-host chikungunya virus infection model with two delays. Math Comput Simul 138:31–48. https://doi.org/10.1016/j.matcom.2016.12.011
Yakob L, Clements ACA (2013) A mathematical model of chikungunya dynamics and control: The Major Epidemic on Réunion Island. PLoS One 8:1–6. https://doi.org/10.1371/journal.pone.0057448
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Alade, T.O., Alnegga, M., Olaniyi, S. et al. Mathematical modelling of within-host Chikungunya virus dynamics with adaptive immune response. Model. Earth Syst. Environ. 9, 3837–3849 (2023). https://doi.org/10.1007/s40808-023-01737-y
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DOI: https://doi.org/10.1007/s40808-023-01737-y