Complex Dynamics of a Simple Tumor-Immune Model with Tumor Malignancy

被引:0
|
作者
Li, Jianquan [1 ]
Chen, Yuming [2 ]
Zhang, Fengqin [3 ]
Zhang, Dian [4 ]
机构
[1] Xijing Univ, Xian Key Lab Human Machine Integrat & Control Tech, Xian 710123, Shaanxi, Peoples R China
[2] Wilfrid Laurier Univ, Dept Math, Waterloo, ON N2L 3C5, Canada
[3] Yuncheng Univ, Sch Math & Informat Technol, Yuncheng 044000, Shaanxi, Peoples R China
[4] Xian Med Univ, Dept Immunol, Xian 550001, Shaanxi, Peoples R China
来源
基金
加拿大自然科学与工程研究理事会;
关键词
Tumor-immune interaction; malignant tumor; asymptotic state; bifurcation; MATHEMATICAL-MODEL; NONLINEAR DYNAMICS;
D O I
10.1142/S0218127424501396
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
One main feature of a malignant tumor is its uncontrolled growth. In this paper, we propose a simple tumor-immune model to study the progressive characteristics of malignant and benign tumors, where the anti-tumor immunity can be described by the Michaelis-Menten function or the mass action law. The model includes only two state variables for the tumor cells and the effector cells representing the immune system. Three quantities with clear biological meanings are given to determine the asymptotic states of the tumor progression. Moreover, differences in asymptotic states between the two anti-tumor immunity descriptions are drawn. Differently from existing simple models, on the one hand, the model exhibits rich dynamical behaviors including super-critical and sub-critical Bogdanov-Takens bifurcations (consisting of Hopf bifurcation, saddle-node bifurcation, and homoclinic bifurcation) and saddle-node bifurcation of nonconstant periodic solutions (leading to the appearance of two periodic orbits) as the parameters vary; on the other hand, the malignant feature, dormancy, and immune escape of the tumor are revealed with numerical simulations. Furthermore, from the perspective of qualitative analysis and numerical simulations, how the obtained results can be applied to the treatment and control of tumors is illustrated.
引用
收藏
页数:27
相关论文
共 50 条
  • [1] Complex dynamics of a tumor-immune system with antigenicity
    Li, Jianquan
    Xie, Xin
    Chen, Yuming
    Zhang, Dian
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2021, 400
  • [2] GLOBAL DYNAMICS OF THE MODEL OF TUMOR-IMMUNE INTERACTION
    He, Zecen
    Zhao, Yulin
    [J]. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2023, 28 (03): : 1993 - 2010
  • [3] Modeling Tumor-Immune Dynamics
    de Pillis, Lisette G.
    Radunskaya, Ami E.
    [J]. MATHEMATICAL MODELS OF TUMOR-IMMUNE SYSTEM DYNAMICS, 2014, 107 : 59 - 108
  • [4] Global dynamics of a tumor-immune model with an immune checkpoint inhibitor
    He, Fangfang
    Zhu, Huiyan
    Lin, Jinzhang
    Ou, Yingchen
    [J]. INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2024, 17 (05)
  • [5] GLOBAL DYNAMICS IN A TUMOR-IMMUNE MODEL WITH AN IMMUNE CHECKPOINT INHIBITOR
    Shi, Shujing
    Huang, Jicai
    Kuang, Yang
    [J]. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2021, 26 (02): : 1149 - 1170
  • [6] Chaotic dynamics of a delayed tumor-immune interaction model
    Khajanchi, Subhas
    [J]. INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2020, 13 (02)
  • [7] STUDY ON THE DYNAMICS OF A PIECEWISE TUMOR-IMMUNE INTERACTION MODEL
    Saifullah, Sayed
    Ahmad, Shabir
    Jarad, Fahd
    [J]. FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2022, 30 (08)
  • [8] Dynamics of a tumor-immune model considering targeted chemotherapy
    Liu, Peng
    Liu, Xijun
    [J]. CHAOS SOLITONS & FRACTALS, 2017, 98 : 7 - 13
  • [9] QUALITATIVE ANALYSIS OF A SIMPLE TUMOR-IMMUNE
    Li, Jianquan
    Xie, Xin
    Zhang, Dian
    Li, Jia
    Lin, Xiaolin
    [J]. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2021, 26 (10): : 5227 - 5249
  • [10] Global Dynamics of the Angiogenesis in a Tumor-Immune System Model
    Cantera, Luis A.
    Starkov, Konstantin E.
    [J]. 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONICS, AND AUTOMOTIVE ENGINEERING (ICMEAE 2015), 2015, : 205 - 210