DYNAMICAL BEHAVIORS OF THE TUMOR-IMMUNE SYSTEM IN A STOCHASTIC ENVIRONMENT

被引:20
|
作者
Li, Xiaoyue [1 ]
Song, Guoting [1 ]
Xia, Yang [1 ,2 ]
Yuan, Chenggui [3 ]
机构
[1] Northeast Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
[2] Shenzhen Foreign Languages Sch, Shenzhen 518000, Guangdong, Peoples R China
[3] Swansea Univ, Dept Math, Bay Campus, Swansea SA1 8EN, W Glam, Wales
基金
中国国家自然科学基金;
关键词
tumor-immune system; stochastic permanence; comparison theorem; invariant measure; ergodicity; MATHEMATICAL-MODEL; PARAMETER-ESTIMATION; GROWTH; CLASSIFICATION; BIFURCATION; COMPETITION; POPULATION; IMMUNOLOGY; PERMANENCE; EXTINCTION;
D O I
10.1137/19M1243580
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper investigates dynamical behaviors of the tumor-immune system perturbed by environmental noise. The model describes the response of the cytotoxic T lymphocyte to the growth of an immunogenic tumor. The main methods are stochastic Lyapunov analysis, comparison theorem for stochastic differential equations (SDEs), and strong ergodicity theorem. Firstly, we prove the existence and uniqueness of the global positive solution for the tumor-immune system. Then we go a further step to study the boundaries of moments for tumor cells and effector cells and the asymptotic behavior in the boundary equilibrium points. Furthermore, we discuss the existence and uniqueness of stationary distribution and stochastic permanence of the tumor-immune system. Finally, we give several examples and numerical simulations to verify our results.
引用
收藏
页码:2193 / 2217
页数:25
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