异质肿瘤动力学建模。仅质子辐照和结合 DNA 合成抑制剂 - ARC 的影响

E. Lesovaya, O. Sadykova, P. Lobachevsky
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摘要

要解释恶性肿瘤的生长及其对治疗的反应,就必须考虑到肿瘤的异质性,同时考虑到肿瘤中存在少量肿瘤干细胞亚群和普通肿瘤细胞。本文提出的数学模型结合了肿瘤生长理论的两个基本概念--随机生长和肿瘤干细胞亚群的存在。该模型是一个常微分方程系统,用于描述肿瘤细胞亚群的动态,同时考虑到不同类型的分裂和它们之间的转换。该系统的一个重要特征是利用反馈维持未受辐射肿瘤中肿瘤干细胞的平衡比例。该模型用于解释对移植了黑色素瘤 B16 的实验小鼠仅进行 10 Gy 剂量的质子辐照以及辐照与 DNA 合成抑制剂 AraC 联合治疗后抑制肿瘤生长的实验数据。仅辐照和辐照与 AraC 联合治疗的影响是通过描述细胞成功分裂能力丧失概率的参数纳入系统的。因此,计算出的未照射、照射后和与 AraC 联合照射后肿瘤体积对时间的依赖性可以很好地近似实验数据,从而可以评估该系统的参数。
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MODELING OF HETEROGENEOUS TUMOR DYNAMICS. THE INFLUENCE OF PROTON IRRADIATION ONLY AND IN COMBINATION WITH DNA SYNTHESIS INHIBITOR – ARAC
Interpretation of the growth of a malignant tumor and its response to therapeutic treatment requires consideration of its heterogeneity, taking into account the presence in it of a small subpopulation of tumor stem cells along with ordinary tumor cells. In present work, a mathematical model is proposed that combines two basic concepts of the theory of tumor growth - stochastic growth and the presence of a subpopulation of tumor stem cells. The model is a system of ordinary differential equations that describes the dynamics of subpopulations of tumor cells, taking into account different types of division and transitions between them. An important feature of the system is the maintenance of the equilibrium proportion of tumor stem cells in an unirradiated tumor using feedback. The model was used to interpret experimental data on inhibition of tumor growth after protons irradiation at a dose of 10 Gy only and the combined treatment of irradiation and the inhibitor of DNA synthesis AraC in laboratory mice with grafted melanoma B16. The effect of irradiation only and irradiation in combination with AraC is included in the system using a parameter describing the probability of loss of the cell's ability to successfully divide. As a result, the dependence of tumor volume on time calculated for cases without irradiation, after irradiation and after irradiation with AraC serves as a good approximation of experimental data, which makes it possible to evaluate the parameters of the system.
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