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Stochastic dynamics of Michaelis–Menten kinetics based tumor-immune interactions

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  • Das, Parthasakha
  • Das, Pritha
  • Mukherjee, Sayan

Abstract

In this paper, we investigate deterministic and stochastic dynamics of Michaelis–Menten kinetics based tumor-immune interactions. For the deterministic case, stability analysis is performed by Routh–Hurwitz criteria. Chaos is observed in bifurcation analysis and examined by the method of 0−1 test. The stochastic system is constructed by incorporating multiplicative white noise terms into the deterministic system. We establish a unique positive solution ensuring the positiveness and boundedness of solution from the positive initial condition. The sufficient condition is obtained for weak persistence in mean. We also derive the parametric restrictions for stochastic permanence and global attractivity in mean. Finally, we validate the extinction of tumor cells with the transition from co-existence domain by crossing the estimated threshold values of intensity of environmental noise.

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  • Das, Parthasakha & Das, Pritha & Mukherjee, Sayan, 2020. "Stochastic dynamics of Michaelis–Menten kinetics based tumor-immune interactions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 541(C).
  • Handle: RePEc:eee:phsmap:v:541:y:2020:i:c:s0378437119320096
    DOI: 10.1016/j.physa.2019.123603
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    1. Xu, Yong & Feng, Jing & Li, JuanJuan & Zhang, Huiqing, 2013. "Stochastic bifurcation for a tumor–immune system with symmetric Lévy noise," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(20), pages 4739-4748.
    2. Mondal, Argha & Upadhyay, Ranjit Kumar, 2017. "Dynamics of a modified Hindmarsh–Rose neural model with random perturbations: Moment analysis and firing activities," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 486(C), pages 144-160.
    3. Mukherjee, Sayan & Palit, Sanjay Kumar & Banerjee, Santo & Wahab, A.W.A. & Ariffin, MRK & Bhattacharya, D.K., 2017. "Computing two dimensional Poincaré maps for hyperchaotic dynamics," Applied Mathematics and Computation, Elsevier, vol. 301(C), pages 140-154.
    4. Upadhyay, Ranjit Kumar & Kumari, Sangeeta, 2018. "Detecting malicious chaotic signals in wireless sensor network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 492(C), pages 1129-1152.
    5. Mukherjee, Sayan & Palit, Sanjay Kumar & Banerjee, Santo & Ariffin, M.R.K. & Rondoni, Lamberto & Bhattacharya, D.K., 2015. "Can complexity decrease in congestive heart failure?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 439(C), pages 93-102.
    6. Rong, Situ, 1997. "On solutions of backward stochastic differential equations with jumps and applications," Stochastic Processes and their Applications, Elsevier, vol. 66(2), pages 209-236, March.
    7. Das, Parthasakha & Mukherjee, Sayan & Das, Pritha, 2019. "An investigation on Michaelis - Menten kinetics based complex dynamics of tumor - immune interaction," Chaos, Solitons & Fractals, Elsevier, vol. 128(C), pages 297-305.
    8. Das, Parthasakha & Das, Pritha & Das, Samhita, 2019. "An investigation on Monod–Haldane immune response based tumor-effector–interleukin-2 interactions with treatments," Applied Mathematics and Computation, Elsevier, vol. 361(C), pages 536-551.
    9. Dhar, Mausumi & Samaddar, Shilpa & Bhattacharya, Paritosh & Upadhyay, Ranjit Kumar, 2019. "Viral dynamic model with cellular immune response: A case study of HIV-1 infected humanized mice," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 524(C), pages 1-14.
    10. Abernethy, Sam & Gooding, Robert J., 2018. "The importance of chaotic attractors in modelling tumour growth," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 507(C), pages 268-277.
    11. Mukherjee, Sayan & Banerjee, Santo & Rondoni, Lamberto, 2018. "Dispersive graded entropy on computing dynamical complexity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 508(C), pages 131-140.
    12. He, Shaobo & Banerjee, Santo, 2018. "Epidemic outbreaks and its control using a fractional order model with seasonality and stochastic infection," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 501(C), pages 408-417.
    13. Misra, A.K. & Tripathi, Amita, 2018. "A stochastic model for making artificial rain using aerosols," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 505(C), pages 1113-1126.
    14. Catherine M. Koebel & William Vermi & Jeremy B. Swann & Nadeen Zerafa & Scott J. Rodig & Lloyd J. Old & Mark J. Smyth & Robert D. Schreiber, 2007. "Adaptive immunity maintains occult cancer in an equilibrium state," Nature, Nature, vol. 450(7171), pages 903-907, December.
    15. Mandal, Partha Sarathi & Banerjee, Malay, 2012. "Stochastic persistence and stationary distribution in a Holling–Tanner type prey–predator model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(4), pages 1216-1233.
    16. He, Shaobo & Fataf, N.A.A. & Banerjee, Santo & Sun, Kehui, 2019. "Complexity in the muscular blood vessel model with variable fractional derivative and external disturbances," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 526(C).
    17. Mao, Xuerong & Marion, Glenn & Renshaw, Eric, 2002. "Environmental Brownian noise suppresses explosions in population dynamics," Stochastic Processes and their Applications, Elsevier, vol. 97(1), pages 95-110, January.
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