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A Control Delay Differential Equations Model of Evolution of Normal and Leukemic Cell Populations Under Treatment

机译:正常细胞和白血病细胞在治疗中的演化的控制时滞微分方程模型

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The dynamics and evolution of leukemia is determined by the interactions between normal and leukemic cells populations at every phase of the development of hematopoietic cells. For both types of cell populations, two subpopulations are considered, namely the stem-like cell population (i.e. with unlimited self-renew ability) and a more mature, differentiated one, possessing only the capability to undergo limited reproduction. Treatment effects are included in the model as functions of time and a cost functional is considered. The optimal control is obtained using a discretization scheme. Numerical results are discussed in relation to the medical interpretation.
机译:白血病的动态和演变取决于造血细胞发育各阶段中正常细胞群与白血病细胞群之间的相互作用。对于两种类型的细胞群体,都考虑了两个亚群,即干细胞样的细胞群体(即具有无限的自我更新能力)和更成熟,分化的细胞群体,仅具有有限的繁殖能力。处理效果作为时间的函数包含在模型中,并考虑了成本函数。使用离散化方案可以获得最佳控制。讨论了与医学解释有关的数值结果。

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