一类随机肿瘤免疫系统的动力学行为

IF 1.3 4区 数学 Q3 BIOLOGY Journal of Biological Systems Pub Date : 2023-06-08 DOI:10.1142/s0218339023500304
Zhen Wang, Mengmeng Jin
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引用次数: 0

摘要

在本文中,我们考虑了一类受环境噪声干扰的肿瘤免疫系统,并关注其长期行为。利用随机李雅普诺夫分析和Itô公式证明了肿瘤免疫系统全局正解的存在性和唯一性。我们研究了肿瘤细胞和效应细胞矩的有界性。通过考虑边界上的动力学,应用比较定理和强遍历定理,我们得到了一个阈值[公式:见正文],该阈值用于表征随机肿瘤免疫系统存在唯一不变测度和灭绝的意义上的随机持久性。我们还对随机系统的分析结果给出了生物学解释。此外,我们还用数值例子和讨论来说明我们的分析结果。我们发现,在随机环境中,小噪声保持了确定性系统的Hopf分岔,并用数值方法研究了参数随机Hopf分岔是如何发生的。
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DYNAMICAL BEHAVIORS OF A CLASS OF STOCHASTIC TUMOR–IMMUNE SYSTEMS
In this paper, we consider a class of tumor–immune systems perturbed by the environmental noise and focus on the longtime behaviors. The existence and uniqueness of the globally positive solution to the tumor–immune system are proved using stochastic Lyapunov analysis and Itô’s formula. We study the boundedness of moments for tumor cells and effector cells. By considering the dynamics on the boundary, applying the comparison theorem and the strong ergodic theorem, we obtain a threshold [Formula: see text] which is used to characterize the stochastic permanence in the sense that there is a unique invariant measure and extinction of the stochastic tumor–immune system. We also give biological interpretations about our analytical results of stochastic system. In addition, we present numerical examples and discussions to illustrate our analysis results. We find that the small noises preserve Hopf bifurcation of the deterministic system in stochastic setting and study numerically how the stochastic Hopf bifurcation with parameters occurs.
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来源期刊
CiteScore
2.80
自引率
12.50%
发文量
31
审稿时长
1 months
期刊介绍: The Journal of Biological Systems is published quarterly. The goal of the Journal is to promote interdisciplinary approaches in Biology and in Medicine, and the study of biological situations with a variety of tools, including mathematical and general systems methods. The Journal solicits original research papers and survey articles in areas that include (but are not limited to): Complex systems studies; isomorphies; nonlinear dynamics; entropy; mathematical tools and systems theories with applications in Biology and Medicine. Interdisciplinary approaches in Biology and Medicine; transfer of methods from one discipline to another; integration of biological levels, from atomic to molecular, macromolecular, cellular, and organic levels; animal biology; plant biology. Environmental studies; relationships between individuals, populations, communities and ecosystems; bioeconomics, management of renewable resources; hierarchy theory; integration of spatial and time scales. Evolutionary biology; co-evolutions; genetics and evolution; branching processes and phyllotaxis. Medical systems; physiology; cardiac modeling; computer models in Medicine; cancer research; epidemiology. Numerical simulations and computations; numerical study and analysis of biological data. Epistemology; history of science. The journal will also publish book reviews.
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