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Stability Analysis Using Nonstandard Finite Difference Method and Model Simulation for Multi-Mutation and Drug Resistance with Immune-Suppression

机译:使用非标准有限差分方法的稳定性分析和免疫抑制的多重突变和耐药性模型仿真

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摘要

We introduced recently a model that takes into account multi-mutation and drug resistance of tumor cells in a case of simple immune system and immune-suppression caused by the resistant tumor cells. The present study is to apply the Nonstandard finite difference method to that model we recently developed in analyzing the stability of non-tumor states to identify under which conditions tumor can be eliminated in the presence of both immunotherapy and chemotherapy. Numerical simulations of the model in the presence of both immunotherapy and chemotherapy are performed with the aid of MATLAB software using ode45 function and under different treatment strategies to analyze the behavior of both the tumor and immune system cells. The findings of this study indicate that tumor cells can be only eliminated under certain conditions, when a second specific chemotherapy drug that is only toxic to resistant tumor cells is introduced. Moreover, it gives an insight into how tumor and immune system cells evolve when the dynamical system conveys both inherent and drug-induced resistance with immune-suppression, in the presence of both immunotherapy and chemotherapy. Treatment strategies effective are proposed in this case.
机译:我们最近介绍了一种模型,该模型在简单的免疫系统和由抗性肿瘤细胞引起的免疫抑制的情况下,考虑了肿瘤细胞的多突变和耐药性。本研究将非标准有限差分法应用于我们最近开发的用于分析非肿瘤状态稳定性的模型,以识别在何种条件下可以同时存在免疫疗法和化学疗法消除肿瘤。借助带有ode45功能的MATLAB软件,并在不同的治疗策略下,通过分析存在的肿瘤和免疫系统细胞的行为,在存在免疫疗法和化学疗法的情况下对该模型进行了数值模拟。这项研究的发现表明,当引入仅对耐药性肿瘤细胞有毒的第二种特异性化疗药物时,才能在特定条件下消除肿瘤细胞。此外,它还提供了在免疫疗法和化学疗法均存在的情况下,当动态系统通过免疫抑制传递内在和药物诱导的耐药性时,肿瘤和免疫系统细胞如何进化的见解。在这种情况下,提出了有效的治疗策略。

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