PERIODICALLY PULSED IMMUNOTHERAPY IN A MATHEMATICAL MODEL OF TUMOR-IMMUNE INTERACTION

被引:27
|
作者
Wei, Hsiu-Chuan [1 ]
Lin, Jenn-Tsann [1 ]
机构
[1] Feng Chia Univ, Dept Appl Math, Taichung 40724, Taiwan
来源
关键词
Cancer; impulsive differential equation; immunotherapy; numerical computation; CANCER-IMMUNOTHERAPY; METASTATIC MELANOMA; CHEMOTHERAPY; RESPONSES; DYNAMICS;
D O I
10.1142/S0218127413500685
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Immunotherapy is one of the most recent approaches in cancer therapy. In this paper, a mathematical model of tumor-immune interaction with periodically pulsed immunotherapy, which is described by impulsive differential equations, is considered. The ODE system is turned into a discrete-time dynamical system for bifurcation analysis. A mathematical analysis is performed to determine the minimum dosage for successful treatment. An adaptive grid method is then developed to identify the fixed points and their bifurcations. The effects of continuous and pulsed treatment strategies are compared. The interindividual variability is studied by one-parameter and two-parameter bifurcation diagrams. Increasing the strength of the immune response improves the outcome of the treatment if the immune response is weak. However, it becomes a drawback when the strength of the immune response increases over a certain threshold. Multiple attractors exist so that a treatment may result in a tumor-free state, a large tumor, or a middle-sized tumor depending on initial conditions. It is believed that the numerical method proposed in this paper can be applied to a class of mathematical models of periodically pulsed drug therapies.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] A tumor-immune interaction model with the effect of impulse therapy
    Sardar, Mrinmoy
    Khajanchi, Subhas
    Ahmad, Bashir
    [J]. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2023, 126
  • [32] Stability and bifurcation analysis of a mathematical model for tumor-immune interaction with piecewise constant arguments of delay
    Gurcan, Fuat
    Kartal, Senol
    Ozturk, Ilhan
    Bozkurt, Fatma
    [J]. CHAOS SOLITONS & FRACTALS, 2014, 68 : 169 - 179
  • [33] Mathematical analysis of a cancer model with time-delay in tumor-immune interaction and stimulation processes
    Kaushik Dehingia
    Hemanta Kumar Sarmah
    Yamen Alharbi
    Kamyar Hosseini
    [J]. Advances in Difference Equations, 2021
  • [34] Mathematical analysis of a cancer model with time-delay in tumor-immune interaction and stimulation processes
    Dehingia, Kaushik
    Sarmah, Hemanta Kumar
    Alharbi, Yamen
    Hosseini, Kamyar
    [J]. ADVANCES IN DIFFERENCE EQUATIONS, 2021, 2021 (01)
  • [35] Tumor-immune system interaction: Modeling the tumor-stimulated proliferation of effectors and immunotherapy
    D'Onofrio, A.
    [J]. MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2006, 16 (08): : 1375 - 1401
  • [36] Dynamics aspects and bifurcations of a tumor-immune system interaction under stationary immunotherapy
    Torres-Espino, Gladis
    Vidal, Claudio
    [J]. MATHEMATICAL BIOSCIENCES, 2024, 369
  • [37] Immunotherapy of Cancer: Reprogramming Tumor-Immune Crosstalk
    Payne, Kyle K.
    Hall, Charles E.
    Toor, Amir A.
    Bear, Harry D.
    Wang, Xiang-Yang
    Manjili, Masoud H.
    [J]. JOURNAL OF IMMUNOTHERAPY, 2012, 35 (09) : 727 - 727
  • [38] Periodically Pulsed Immunotherapy in a Mathematical Model of Tumor, CD4+ T Cells, and Antitumor Cytokine Interactions
    Wei, Hsiu-Chuan
    Yu, Jui-Ling
    Hsu, Chia-Yu
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 2017
  • [39] Immunotherapy of Cancer: Reprogramming Tumor-Immune Crosstalk
    Payne, Kyle K.
    Toor, Amir A.
    Wang, Xiang-Yang
    Manjili, Masoud H.
    [J]. CLINICAL & DEVELOPMENTAL IMMUNOLOGY, 2012,
  • [40] A Simple Model of Tumor-Immune Interaction: The Effect of Antigen Delay
    Li, Jianquan
    Chen, Yuming
    Cao, Hui
    Zhang, Dian
    Zhang, Peijun
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2023, 33 (11):