Stability and Hopf bifurcation of a tumor-immune system interaction model with an immune checkpoint inhibitor

被引:9
|
作者
Shi, Shujing [1 ,2 ]
Huang, Jicai [2 ]
Kuang, Yang [3 ]
Ruan, Shigui [4 ]
机构
[1] Hangzhou Dianzi Univ, Sch Sci, Hangzhou 310018, Zhejiang, Peoples R China
[2] Cent China Normal Univ, Sch Math & Stat, Wuhan 430079, Hubei, Peoples R China
[3] Arizona State Univ, Sch Math & Stat Sci, Tempe, AZ 85287 USA
[4] Univ Miami, Dept Math, Coral Gables, FL 33146 USA
关键词
Tumor-immune system interaction model; Immunotherapy; Anti-PD-1; Stability; Hopf bifurcation; Periodic orbit; COMBINATION THERAPY; ANTI-PD-1; ANTIBODY; BREAST-CANCER; OPEN-LABEL; PEMBROLIZUMAB; IMMUNOTHERAPY; NIVOLUMAB; DOCETAXEL; DYNAMICS; MELANOMA;
D O I
10.1016/j.cnsns.2022.106996
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper we study a three-dimensional tumor-immune system interaction model consisted of tumor cells, activated T cells, and immune checkpoint inhibitor anti-PD-1. Based on the uncontrollable character of tumor cells in the absence of immune response and treatment, the growth of tumor cells is assumed to be exponential. We discuss the distribution of equilibria qualitatively and study the stability of all possible equilibria with and without anti-PD-1 drug. When no drug is applied, the model has a tumor-free equilibrium and at most one tumorous equilibrium. Biologically, there exists a threshold dT 1 for the death rate dT of T cells: when dT >= dT 1 tumor cells will keep growing; when dT < dT 1 tumor cells may be eradicated for some positive initial values and keep growing for some other positive initial values. For the case with anti-PD-1 treatment, the model has at most five tumor-free equilibria and two interior equilibria. Our analysis indicates that there exists a threshold gamma A1 for the intravenous continuous injection gamma A: when gamma A <= gamma A1 the fate of tumor cells is the same as the case with no drug applied; when gamma A > gamma A1 the model may exhibit bistable phenomena and periodic orbits. Furthermore, we establish the existence of local Hopf bifurcation around the interior equilibrium and determine the stability of the bifurcating periodic orbits. Our simulations show that the model exhibits a stable periodic orbit which implies the long term coexistence and balance of the tumor and immune system.(c) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:35
相关论文
共 50 条
  • [21] Modeling the Nonmonotonic Immune Response in a Tumor-Immune System Interaction
    Liu, Yu
    Ma, Yuhang
    Yang, Cuihong
    Peng, Zhihang
    Takeuchi, Yasuhiro
    Banerjee, Malay
    Dong, Yueping
    SYMMETRY-BASEL, 2024, 16 (06):
  • [22] Fractional order delay differential model of a tumor-immune system with vaccine efficacy: Stability, bifurcation and control
    Rihan, Fathalla A.
    Udhayakumar, K.
    CHAOS SOLITONS & FRACTALS, 2023, 173
  • [23] Hopf bifurcation of a tumor immune model with time delay
    Yang, Yanhong
    Fu, Shengmao
    FRONTIERS OF MATHEMATICS IN CHINA, 2022, 17 (02) : 315 - 335
  • [24] In Vitro Modeling of Tumor-Immune System Interaction
    Mengus, Chantal
    Muraro, Manuele G.
    Mele, Valentina
    Arnicarella, Francesca
    Manfredonia, Celeste
    Foglietta, Federica
    Muenst, Simone
    Soysal, Savas D.
    Iezzi, Giandomenica
    Spagnoli, Giulio C.
    ACS BIOMATERIALS SCIENCE & ENGINEERING, 2018, 4 (02): : 314 - 323
  • [25] Hopf bifurcation of a tumor immune model with time delay
    Yanhong Yang
    Shengmao Fu
    Frontiers of Mathematics in China, 2022, 17 : 315 - 335
  • [26] GLOBAL DYNAMICS OF THE MODEL OF TUMOR-IMMUNE INTERACTION
    He, Zecen
    Zhao, Yulin
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2023, 28 (03): : 1993 - 2010
  • [27] Stochastic bifurcation for a tumor-immune system with symmetric Levy noise
    Xu, Yong
    Feng, Jing
    Li, JuanJuan
    Zhang, Huiqing
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (20) : 4739 - 4748
  • [28] Bifurcation analysis of a discrete-time tumor-immune system
    Khan, Abdul Qadeer
    ADVANCES IN NANO RESEARCH, 2025, 18 (02) : 179 - 193
  • [29] Laser immunotherapy and the tumor-immune system interaction: a mathematical model and analysis
    Laverty, Sean M.
    Dawkins, Bryan A.
    Chen, Wei R.
    BIOPHOTONICS AND IMMUNE RESPONSES IX, 2014, 8944
  • [30] Metamodeling tumor-immune system interaction, tumor evasion and immunotherapy
    d'Onofrio, Alberto
    MATHEMATICAL AND COMPUTER MODELLING, 2008, 47 (5-6) : 614 - 637