Lorz Alexander, Lorenzi Tommaso, Clairambault Jean, Escargueil Alexandre, Perthame Benoît
Sorbonne Universités, UPMC Univ Paris 06, UMR 7598, Laboratoire Jacques-Louis Lions, 75005 , Paris, France,
Bull Math Biol. 2015 Jan;77(1):1-22. doi: 10.1007/s11538-014-0046-4. Epub 2014 Dec 6.
Histopathological evidence supports the idea that the emergence of phenotypic heterogeneity and resistance to cytotoxic drugs can be considered as a process of selection in tumor cell populations. In this framework, can we explain intra-tumor heterogeneity in terms of selection driven by the local cell environment? Can we overcome the emergence of resistance and favor the eradication of cancer cells by using combination therapies? Bearing these questions in mind, we develop a model describing cell dynamics inside a tumor spheroid under the effects of cytotoxic and cytostatic drugs. Cancer cells are assumed to be structured as a population by two real variables standing for space position and the expression level of a phenotype of resistance to cytotoxic drugs. The model takes explicitly into account the dynamics of resources and anticancer drugs as well as their interactions with the cell population under treatment. We analyze the effects of space structure and combination therapies on phenotypic heterogeneity and chemotherapeutic resistance. Furthermore, we study the efficacy of combined therapy protocols based on constant infusion and bang-bang delivery of cytotoxic and cytostatic drugs.
组织病理学证据支持这样一种观点,即表型异质性的出现以及对细胞毒性药物的耐药性可被视为肿瘤细胞群体中的一种选择过程。在此框架下,我们能否根据局部细胞环境驱动的选择来解释肿瘤内异质性?我们能否通过联合疗法克服耐药性的出现并促进癌细胞的根除?牢记这些问题,我们开发了一个模型,用于描述在细胞毒性和细胞抑制药物作用下肿瘤球体内部的细胞动态。癌细胞被假定为由代表空间位置和对细胞毒性药物耐药表型表达水平的两个实变量构成的群体。该模型明确考虑了资源和抗癌药物的动态以及它们与接受治疗的细胞群体之间的相互作用。我们分析了空间结构和联合疗法对表型异质性和化疗耐药性的影响。此外,我们研究了基于细胞毒性和细胞抑制药物的持续输注和脉冲给药的联合治疗方案的疗效。