双稳态
免疫系统
噪音(视频)
理论(学习稳定性)
消光(光学矿物学)
控制理论(社会学)
生物
计算机科学
物理
免疫学
光学
人工智能
量子力学
图像(数学)
机器学习
控制(管理)
作者
Lifeng Han,Changhan He,Yang Kuang
标识
DOI:10.3934/dcdss.2020140
摘要
We propose a model of tumor-immune interaction with time delay in immune reaction and noise in tumor cell reproduction. Immune response is modeled as a non-monotonic function of tumor burden, for which the tumor is immunogenic at nascent stage but starts inhibiting immune system as it grows large. Without time delay and noise, this system demonstrates bistability. The effects of response time of the immune system and uncertainty in the tumor innate proliferation rate are studied by including delay and noise in the appropriate model terms. Stability, persistence and extinction of the tumor are analyzed. We find that delay and noise can both induce the transition from low tumor burden equilibrium to high tumor equilibrium. Moreover, our result suggests that the elimination of cancer depends on the basal level of the immune system rather than on its response speed to tumor growth.
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