Dynamics aspects and bifurcations of a tumor-immune system interaction under stationary immunotherapy

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Gladis Torres-Espino , Claudio Vidal
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引用次数: 0

Abstract

We consider a three-dimensional mathematical model that describes the interaction between the effector cells, tumor cells, and the cytokine (IL-2) of a patient. This is called the Kirschner–Panetta model. Our objective is to explain the tumor oscillations in tumor sizes as well as long-term tumor relapse. We then explore the effects of adoptive cellular immunotherapy on the model and describe under what circumstances the tumor can be eliminated or can remain over time but in a controlled manner. Nonlinear dynamics of immunogenic tumors are given, for example: we prove that the trajectories of the associated system are bounded and defined for all positive time; there are some invariant subsets; there are open subsets of parameters, such that the system in the first octant has at most five equilibrium solutions, one of them is tumor-free and the others are of co-existence. We are able to prove the existence of transcritical and pitchfork bifurcations from the tumor-free equilibrium point. Fixing an equilibrium and introducing a small perturbation, we are able to show the existence of a Hopf periodic orbit, showing a cyclic behavior among the population, with a strong dominance of the parental anomalous growth cell population. The previous information reveals the effects of the parameters. In our study, we observe that our mathematical model exhibits a very rich dynamic behavior and the parameter μ̃ (death rate of the effector cells) and p̃1 (production rate of the effector cell stimulated by the cytokine IL-2) plays an important role. More precisely, in our approach the inequality μ̃2>p̃1 is very important, that is, the death rate of the effector cells is greater than the production rate of the effector cell stimulated by the cytokine IL-2. Finally, medical implications and a set of numerical simulations supporting the mathematical results are also presented.

固定免疫疗法下肿瘤-免疫系统相互作用的动力学方面和分叉现象
我们考虑用一个三维数学模型来描述患者的效应细胞、肿瘤细胞和细胞因子(IL-2)之间的相互作用。该模型被称为 Kirschner-Panetta 模型。我们的目标是解释肿瘤大小的振荡以及肿瘤的长期复发。然后,我们探讨了采纳性细胞免疫疗法对模型的影响,并描述了在什么情况下肿瘤可以被消除,或者可以在可控的情况下长期存在。我们给出了免疫原性肿瘤的非线性动力学,例如:我们证明了相关系统的轨迹在所有正时间内都是有界的、确定的;存在一些不变子集;存在参数的开放子集,这样第一个八面体中的系统最多有五个平衡解,其中一个是无肿瘤的,其他的是共存的。我们能够证明从无瘤平衡点出发的跨临界分岔和干叉形分岔的存在。固定一个平衡点并引入一个微小的扰动,我们就能证明霍普夫周期轨道的存在,并显示出群体间的循环行为,其中亲代异常生长细胞群体占主导地位。前面的信息揭示了参数的影响。在我们的研究中,我们发现我们的数学模型表现出非常丰富的动态行为,而参数 μ̃(效应细胞的死亡率)和 p̃1(受细胞因子 IL-2 刺激的效应细胞的产生率)起着重要作用。更确切地说,在我们的方法中,不等式μ̃2>p̃1非常重要,即效应细胞的死亡率大于受细胞因子IL-2刺激的效应细胞的产生率。最后,还介绍了医学意义和一组支持数学结果的数值模拟。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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