治疗肿瘤耐药性的联合疗法数学模型。

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Kangbo Bao , Guizhen Liang , Tianhai Tian , Xinan Zhang
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引用次数: 0

摘要

耐药性是癌症靶向治疗最棘手的问题之一。为了探索有效的联合治疗方案,我们提出了一个数学模型来研究不同治疗方案对癌细胞动力学的影响。然后,我们通过寻找平衡点和探索其局部稳定性来描述模型的动力学行为。我们构建了 Lyapunov 函数来研究模型平衡点的全局渐近稳定性。利用收集到的一组模型参数和小鼠结肠癌实验数据进行了数值模拟,以验证平衡点和治疗结果的稳定性。模拟结果表明,与单一疗法相比,免疫疗法与化疗相结合可显著控制肿瘤生长。通过敏感性分析,确定了模型参数对模型结果变化的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical modeling of combined therapies for treating tumor drug resistance

Drug resistance is one of the most intractable issues to the targeted therapy for cancer diseases. To explore effective combination therapy schemes, we propose a mathematical model to study the effects of different treatment schemes on the dynamics of cancer cells. Then we characterize the dynamical behavior of the model by finding the equilibrium points and exploring their local stability. Lyapunov functions are constructed to investigate the global asymptotic stability of the model equilibria. Numerical simulations are carried out to verify the stability of equilibria and treatment outcomes using a set of collected model parameters and experimental data on murine colon carcinoma. Simulation results suggest that immunotherapy combined with chemotherapy contributes significantly to the control of tumor growth compared to monotherapy. Sensitivity analysis is performed to identify the importance of model parameters on the variations of model outcomes.

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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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