On modeling the synergy of cancer immunotherapy with radiotherapy

被引:3
|
作者
Ledzewicz, Urszula [1 ,2 ]
Schattler, Heinz [3 ]
机构
[1] Lodz Univ Technol, Inst Math, PL-90924 Lodz, Poland
[2] Southern Illinois Univ Edwardsville, Dept Math & Stat, Edwardsville, IL 62026 USA
[3] Washington Univ, Dept Elect & Syst Engn, St Louis, MO 63130 USA
关键词
Mathematical Modeling; Tumor immune system interactions; Cancer therapies; Dynamical system; IMMUNE-SYSTEM; RADIATION; CHEMOTHERAPY; TUMORS;
D O I
10.1016/j.cnsns.2022.106987
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The release of tumor antigens during traditional cancer treatments (such as chemo-or radiotherapy) can lead to a stimulation of the immune response which provides synergistic effects these treatments have when combined with immunotherapies (e.g., based on check-point blockade). Based on a classical model for tumor-immune system interactions, a minimally parameterized mathematical model is formulated that incor-porates such synergistic features. It is shown that the resulting dynamics exhibits the wide range of behaviors that encompass the variety of medically realistic scenarios often termed the three E's (elimination, equilibrium and tumor escape) of immunoediting. The model is used to formulate an optimal control problem for a combination therapy.(c) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:13
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