癌症的进化视角及其在抗癌耐药性建模和治疗控制中的应用

IF 0.8 4区 数学 数学研究 Pub Date : 2019-06-01 DOI:10.4208/jms.v52n4.19.06
J. Clairambault
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引用次数: 4

摘要

本文从适应性动力学和最佳群体生长控制的角度,使用积分-微分方程,解决了癌症细胞群体药物诱导耐药性的数学表示和最佳治疗策略的理论克服问题。代表药物作用的外部连续时间功能对塑料(即能够在致命的环境条件下快速改变其表型)细胞群体模型中的靶点的综合影响,代表了需要优化的治疗控制。引入适应性动力学设置,保留癌症细胞群的可塑性,首先是根据多细胞物种的进化和多细胞一致性的破坏提出的,这是癌症及其进展的特征。最后,列出了达尔文意义上关于癌症和进化的开放性一般问题,这些问题可能会通过规避耐药性,为癌症的建模和治疗开辟创新轨道。这项研究总结了2018年7月在法国穆尔豪斯举行的NUMACH国际研讨会上发表的结果。
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An Evolutionary Perspective on Cancer, with Applications to Anticancer Drug Resistance Modelling and Perspectives in Therapeutic Control
The question of a mathematical representation and theoretical overcoming by op-timised therapeutic strategies of drug-induced drug resistance in cancer cell populations is tackled here from the point of view of adaptive dynamics and optimal population growth control, using integro-differential equations. Combined impacts of external continuous-time functions, standing for drug actions, on targets in a plastic (i.e., able to quickly change its phenotype in deadly environmental conditions) cell population model, represent a therapeutical control to be optimised. A justification for the introduction of the adaptive dynamics setting, retaining such plasticity for cancer cell populations, is firstly presented in light of the evolution of multicellular species and disruptions in multicellularity coherence that are characteristics of cancer and of its progression. Finally, open general questions on cancer and evolution in the Darwinian sense are listed, that may open innovative tracks in modelling and treating cancer by circumventing drug resistance. This study sums up results that were presented at the international NUMACH workshop, Mulhouse, France, in July 2018.
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数学研究
数学研究 MATHEMATICS-
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