细胞因子激活免疫反应及其对肿瘤细胞的影响:一个数学模型

Q3 Mathematics Letters in Biomathematics Pub Date : 2018-05-14 DOI:10.1080/23737867.2018.1468725
M. Ch-Chaoui, A. Eladdadi, K. Mokni
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引用次数: 0

摘要

摘要在本文中,我们在细胞水平上提出了一个由细胞因子介导的肿瘤免疫竞争的数学模型。该模型由一组非线性微分方程组成,描述了在细胞因子存在的情况下肿瘤和免疫细胞之间的细胞内相互作用。基于活性粒子方法的动力学理论,对该模型进行了详细的唯象描述,以建立该模型。提出了建立局部和全局存在的适定性。数值模拟显示了初始条件和模型参数如何影响模型的输出。在适当选择模型的关键参数和细胞因子的初始激活水平下,模拟结果表明,激活的免疫系统能够实现对癌症细胞的完全清除。
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Activation of the immune response by cytokines and its effect on tumour cells: a mathematical model
Abstract In this paper, we present a mathematical model at the cellular level of the tumour–immune competition mediated by the cytokines. The model consists of a system of nonlinear differential equations describing the intracellular interactions between the tumour and the immune cells in the presence of the cytokines. A detailed phenomenological description of the model based on the kinetic theory for active particle approach is carried out to formulate the model. Well-posedness is presented to establish local and global existence. Numerical simulations are addressed to show how initial conditions and model parameters influence the output of the model. Under a suitable choice of the model’s key parameters and the cytokines’ initial activation levels, the simulation results show that the activated immune system is able to achieve a total elimination of the cancer cells.
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来源期刊
Letters in Biomathematics
Letters in Biomathematics Mathematics-Statistics and Probability
CiteScore
2.00
自引率
0.00%
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0
审稿时长
14 weeks
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