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Fractional order bacterial infection model with effects of anti-virulence drug and antibiotic

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  • Daşbaşı, Bahatdin

Abstract

A model examining the population dynamics of susceptible bacteria, resistant bacteria, adaptive immunity cells and innate cells in an infected individual receiving multiple antibiotics and antivirulence drug is proposed by a fractional-order differential equations in Caputo sense. The existence and uniqueness of the solutions the model as well as their non-negativity and boundedness have been discussed. The reproduction numbers of the proposed model through the next generation matrix procedure are developed. The existence and stability of the equilibrium points were shown. To demonstrate the model's ability to be applicable on a real-world example, the numerical simulations were carried out by using parameter values acquired from the literature for Mycobacterium Tuberculosis (Mtb) and Pseudomonas Aeruginosa (Pa). The effects of antivirulence drug therapy in addition to antibiotic therapy have been also investigated. The role of antivirulence drug therapy in eliminating infectious bacteria was discussed in the simulations obtained in accordance with the recommended treatment processes for these bacteria. In addition, the model was simplified by considering the situation in which no drug treatment was administered, and its analysis was also carried out. Sensitivity analysis of the reproduction numbers was performed in the light of the values used in simulations.

Suggested Citation

  • Daşbaşı, Bahatdin, 2023. "Fractional order bacterial infection model with effects of anti-virulence drug and antibiotic," Chaos, Solitons & Fractals, Elsevier, vol. 170(C).
  • Handle: RePEc:eee:chsofr:v:170:y:2023:i:c:s0960077923002321
    DOI: 10.1016/j.chaos.2023.113331
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    References listed on IDEAS

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    1. Adnane Boukhouima & Khalid Hattaf & Noura Yousfi, 2017. "Dynamics of a Fractional Order HIV Infection Model with Specific Functional Response and Cure Rate," International Journal of Differential Equations, Hindawi, vol. 2017, pages 1-8, August.
    2. Xu, Changjin & Alhejaili, Weaam & Saifullah, Sayed & Khan, Arshad & Khan, Javed & El-Shorbagy, M.A., 2022. "Analysis of Huanglongbing disease model with a novel fractional piecewise approach," Chaos, Solitons & Fractals, Elsevier, vol. 161(C).
    3. Baleanu, Dumitru & Jajarmi, Amin & Mohammadi, Hakimeh & Rezapour, Shahram, 2020. "A new study on the mathematical modelling of human liver with Caputo–Fabrizio fractional derivative," Chaos, Solitons & Fractals, Elsevier, vol. 134(C).
    4. Ali Turab & Norhayati Rosli, 2022. "Study of Fractional Differential Equations Emerging in the Theory of Chemical Graphs: A Robust Approach," Mathematics, MDPI, vol. 10(22), pages 1-16, November.
    5. Qu, Haidong & Rahman, Mati ur & Ahmad, Shabir & Riaz, Muhammad Bilal & Ibrahim, Muhammaad & Saeed, Tareq, 2022. "Investigation of fractional order bacteria dependent disease with the effects of different contact rates," Chaos, Solitons & Fractals, Elsevier, vol. 159(C).
    6. Md Rafiul Islam & Angela Peace & Daniel Medina & Tamer Oraby, 2020. "Integer Versus Fractional Order SEIR Deterministic and Stochastic Models of Measles," IJERPH, MDPI, vol. 17(6), pages 1-19, March.
    7. Ji, Guilin & Ge, Qing & Xu, Jiabo, 2016. "Dynamic behaviors of a fractional order two-species cooperative systems with harvesting," Chaos, Solitons & Fractals, Elsevier, vol. 92(C), pages 51-55.
    8. Ullah, Ihsan & Ahmad, Saeed & Rahman, Mati ur & Arfan, Muhammad, 2021. "Investigation of fractional order tuberculosis (TB) model via Caputo derivative," Chaos, Solitons & Fractals, Elsevier, vol. 142(C).
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