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Modelling Hematopoiesis Mediated by Growth Factors With Applications to Periodic Hematological Diseases

机译:生长因子介导的造血功能建模及其在周期性血液病中的应用

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Hematopoiesis is a complex biological process that leads to the production and regulation of blood cells. It is based upon differentiation of stem cells under the action of growth factors. A mathematical approach of this process is proposed to understand some blood diseases characterized by very long period oscillations in circulating blood cells. A system of three differential equations with delay, corresponding to the cell cycle duration, is proposed and analyzed. The existence of a Hopf bifurcation at a positive steady-state is obtained through the study of an exponential polynomial characteristic equation with delay-dependent coefficients. Numerical simulations show that long-period oscillations can be obtained in this model, corresponding to a destabilization of the feedback regulation between blood cells and growth factors, for reasonable cell cycle durations. These oscillations can be related to observations on some periodic hematological diseases (such as chronic myelogenous leukemia, for example).
机译:造血是一个复杂的生物过程,可导致血细胞的产生和调节。它基于在生长因子作用下干细胞的分化。提出了此过程的数学方法,以了解一些血液病,这些疾病的特征是循环血细胞中出现很长时间的振荡。提出并分析了一个具有三个时滞的微分方程系统,该系统对应于细胞周期的持续时间。通过研究具有与时滞相关的系数的指数多项式特征方程,可以得出处于正稳态的Hopf分叉的存在。数值模拟表明,在合理的细胞周期内,该模型可以获得长时间的振荡,这对应于血细胞和生长因子之间的反馈调节的不稳定。这些振荡可能与某些周期性血液系统疾病(例如慢性粒细胞性白血病)的观察结果有关。

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