Mathematical model of tumor-immune surveillance

被引:63
|
作者
Mahasa, Khaphetsi Joseph [1 ]
Ouifki, Rachid [1 ]
Eladdadi, Amina [2 ]
de Pillis, Lisette [3 ]
机构
[1] Univ Stellenbosch, DST NRF Ctr Excellence Epidemiol Modelling & Anal, Stellenbosch, South Africa
[2] Coll St Rose, Albany, NY USA
[3] Harvey Mudd Coll, Claremont, CA USA
基金
美国国家科学基金会;
关键词
Mathematical model; Immune surveillance; Tumor escape; Immunotherapy; NATURAL-KILLER-CELLS; CYTOTOXIC T-LYMPHOCYTES; I DOWN-REGULATION; FAS LIGAND; NECROSIS-FACTOR; INTERFERON-GAMMA; NK CELLS; MEDIATED APOPTOSIS; ADAPTIVE IMMUNITY; CANCER GROWTH;
D O I
10.1016/j.jtbi.2016.06.012
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We present a novel mathematical model involving various immune cell populations and tumor cell populations. The model describes how tumor cells evolve and survive the brief encounter with the immune system mediated by natural killer (NK) cells and the activated CDS+ cytotoxic T lymphocytes (CTLs). The model is composed of ordinary differential equations describing the interactions between these important immune lymphocytes and various tumor cell populations. Based on up-to-date knowledge of immune evasion and rational considerations, the model is designed to illustrate how tumors evade both arms of host immunity (i.e. innate and adaptive immunity). The model predicts that (a) an influx of an external source of NK cells might play a crucial role in enhancing NK-cell immune surveillance; (b) the host immune system alone is not fully effective against progression of tumor cells; (c) the development of immunoresistance by tumor cells is inevitable in tumor immune surveillance. Our model also supports the importance of infiltrating NK cells in tumor immune surveillance, which can be enhanced by NK cell-based immunotherapeutic approaches. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:312 / 330
页数:19
相关论文
共 50 条
  • [41] A Dual-Aggressive Model of Tumor-Immune System Interactions
    Afolabi, Abdulkareem Ibrahim
    Maan, Normah
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2019, 15 (10) : 154 - 161
  • [42] Analysis of a hybrid impulsive tumor-immune model with immunotherapy and chemotherapy
    Zhao, Zhong
    Pang, Liuyong
    Li, Qiuying
    CHAOS SOLITONS & FRACTALS, 2021, 144
  • [43] DYNAMICS OF A MODEL OF TUMOR-IMMUNE INTERACTION WITH TIME DELAY AND NOISE
    Han, Lifeng
    He, Changhan
    Kuang, Yang
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2020, 13 (09): : 2347 - 2363
  • [44] DISTRIBUTED DELAYS IN A HYBRID MODEL OF TUMOR-IMMUNE SYSTEM INTERPLAY
    Caravagna, Giulio
    Graudenzi, Alex
    d'Onofrio, Alberto
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2013, 10 (01) : 37 - 57
  • [45] Analysis of a Fractional Tumor-Immune Interaction Model With Exponential Kernel
    Dokuyucu, Mustafa Ali
    Dutta, Hemen
    FILOMAT, 2021, 35 (06) : 2023 - 2042
  • [46] A NONLINEAR MODEL IN THE DYNAMICS OF TUMOR-IMMUNE SYSTEM COMBINED WITH RADIOTHERAPY
    Butuc, Irina
    Mirestean, Camil
    Iancu, Dragos
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN-SERIES A-APPLIED MATHEMATICS AND PHYSICS, 2019, 81 (04): : 311 - 322
  • [47] Existence and bifurcation of non-constant positive steady states for a tumor-immune model
    Wang, Jingjing
    Zheng, Hongchan
    Jia, Yunfeng
    ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND PHYSIK, 2020, 71 (05):
  • [48] Mathematical Modelling for the Role of CD4+T Cells in Tumor-Immune Interactions
    Makhlouf, Ahmed M.
    El-Shennawy, Lamiaa
    Elkaranshawy, Hesham A.
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 2020
  • [49] Second order models of tumor-immune system competition
    Cattani, Carlo
    Ciancio, Armando
    BSG PROCEEDINGS 17 - PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF DIFFERENTIAL GEOMETRY AND DYNAMICAL SYSTEMS (DGDS-2009), 2010, : 31 - 40
  • [50] Exploring the dynamics of a tumor-immune interplay with time delay
    Sardar, Mrinmoy
    Khajanchi, Subhas
    Biswas, Santosh
    Abdelwahab, Sayed F.
    Nisar, Kottakkaran Sooppy
    ALEXANDRIA ENGINEERING JOURNAL, 2021, 60 (05) : 4875 - 4888