Mathematical model for IL-2-based cancer immunotherapy

被引:0
|
作者
Dixon, Megan [1 ]
Phan, Tuan Anh [2 ]
Dallon, J. C. [1 ]
Tian, Jianjun Paul [3 ]
机构
[1] Brigham Young Univ, Dept Math, Provo, UT 84602 USA
[2] Univ Idaho, Inst Modeling Collaborat & Innovat, Moscow, ID 83844 USA
[3] New Mexico State Univ, Dept Math Sci, Las Cruces, NM 88001 USA
基金
美国国家卫生研究院;
关键词
IL-2; Immunotherapy; CD4+T cell; CD8+T cell; REGULATORY T-CELLS; RECEPTOR BETA-CHAIN; METASTATIC MELANOMA; RECOMBINANT INTERLEUKIN-2; MOLECULAR-CLONING; IL-2; BIOLOGY; LYMPHOCYTES; THERAPY; (IL)-2;
D O I
10.1016/j.mbs.2024.109187
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A basic mathematical model for IL -2 -based cancer immunotherapy is proposed and studied. Our analysis shows that the outcome of therapy is mainly determined by three parameters, the relative death rate of CD 4 + T cells, the relative death rate of CD 8 + T cells, and the dose of IL -2 treatment. Minimal equilibrium tumor size can be reached with a large dose of IL -2 in the case that CD 4 + T cells die out. However, in cases where CD 4 + and CD 8 + T cells persist, the final tumor size is independent of the IL -2 dose and is given by the relative death rate of CD 4 + T cells. Two groups of in silico clinical trials show some short-term behaviors of IL -2 treatment. IL -2 administration can slow the proliferation of CD 4 + T cells, while high doses for a short period of time over several days transiently increase the population of CD 8 + T cells during treatment before it recedes to its equilibrium. IL -2 administration for a short period of time over many days suppresses the tumor population for a longer time before approaching its steady-state levels. This implies that intermittent administration of IL -2 may be a good strategy for controlling tumor size.
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页数:18
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