The threshold of stochastic tumor-immune model with regime switching

被引:2
|
作者
Chen, Xing [1 ]
Li, Xiaoyue [1 ,2 ]
Ma, Yuting [1 ,3 ]
Yuan, Chenggui [4 ]
机构
[1] Northeast Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
[2] Tiangong Univ, Sch Math Sci, Tianjin 300387, Peoples R China
[3] 501 Bldg 86, Anshan 114011, Liaoning, Peoples R China
[4] Swansea Univ, Dept Math, Bay Campus, Swansea SA1 8EN, Wales
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Markov chain; Stochastic tumor-immune systems; Invariant measure; Ergodicity; Permanence; Extinction; SYSTEM; STABILITY; PERMANENCE; EXTINCTION; DYNAMICS; EQUATION;
D O I
10.1016/j.jmaa.2022.126956
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In response to the pressing needs for comprehending the cancer biology, this paper focuses on dynamical behaviors of a class of stochastic tumor-immune models in random environment modulated by Markov chains. A sufficient and nearly necessary threshold-type criterion is investigated, which shows the long-time behavior of the system can be classified by a real-value parameter lambda. Precisely, if lambda < 0, tumor cells die out. If lambda > 0, the system exists a unique invariant probability measure, and the transition probability of the solution process converges to this invariant measure. Moreover, we also estimate the expectations with respect to the invariant measure under some conditions. Two numerical examples are provided to illustrate our results. (c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页数:23
相关论文
共 50 条
  • [41] Stability of a stochastic logistic model under regime switching
    Meng Liu
    Li Yu
    Advances in Difference Equations, 2015
  • [42] A deterministic and stochastic model for the system dynamics of tumor-immune responses to chemotherapy
    Liu, Xiangdong
    Li, Qingze
    Pan, Jianxin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 500 : 162 - 176
  • [43] Dynamics of a Stochastic HIV Infection Model with Logistic Growth and CTLs Immune Response under Regime Switching
    Hu, Lin
    Nie, Lin-Fei
    MATHEMATICS, 2022, 10 (19)
  • [44] Invariant measure of a stochastic food-limited population model with regime switching
    Li, Dagen
    Liu, Meng
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2020, 178 : 16 - 26
  • [45] PERMANENCE AND ERGODICITY OF STOCHASTIC GILPIN-AYALA POPULATION MODEL WITH REGIME SWITCHING
    Yang, Hongfu
    Li, Xiaoyue
    Yin, George
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2016, 21 (10): : 3743 - 3766
  • [46] Asymptotic properties of a stochastic Gilpin-Ayala model under regime switching
    Wang, Kai
    Zhu, Yanling
    NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2019, 32 : 79 - 90
  • [47] Stochastic tumor-immune interaction model with external treatments and time delays: An optimal control problem
    Alsakaji, H. J.
    Rihan, F. A.
    Udhayakumar, K.
    El Ktaibi, F.
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (11) : 19270 - 19299
  • [48] A STOCHASTIC THRESHOLD FOR AN EPIDEMIC MODEL WITH ISOLATION AND A NON LINEAR INCIDENCE
    Caraballo, Tomas
    El Fatini, Mohamed
    Sekkak, Idriss
    Taki, Regragui
    Laaribi, Aziz
    COMMUNICATIONS ON PURE AND APPLIED ANALYSIS, 2020, 19 (05) : 2513 - 2531
  • [49] Threshold behavior in a stochastic SVIR model with general incidence rates
    Zhang, Xinhong
    Yang, Qing
    APPLIED MATHEMATICS LETTERS, 2021, 121
  • [50] Threshold dynamics and density function of a stochastic cholera transmission model
    He, Ying
    Bi, Bo
    AIMS MATHEMATICS, 2024, 9 (08): : 21918 - 21939