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Mathematical study of feedback control roles and relevance in stress erythropoiesis

机译:应激红细胞生成过程中反馈控制作用及其相关性的数学研究

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This work is devoted to mathematical modelling of erythropoiesis. We propose a new multi-scale model, in which we bring together erythroid progenitor dynamics and intracellular regulatory network that determines erythroid cell fate. All erythroid progenitors are divided into several sub-populations according to their maturity. Two intracellular proteins, Erk and Fas, are supposed to be determinant for regulation of self-renewal, differentiation and apoptosis. We consider two growth factors, erythro-poietin and glucocorticoids, and describe their dynamics. Several feedback controls are introduced in the model. We carry out computer simulations of anaemia and compare the obtained results with available experimental data on induced anaemia in mice. The main objective of this work is to evaluate the roles of the feedback controls in order to provide more insights into the regulation of erythropoiesis. Feedback by Epo on apoptosis is shown to be determinant in the early stages of the response to anaemia, whereas regulation through intracellular regulatory network, based on Erk and Fas, appears to operate on a long-term scale.
机译:这项工作致力于红细胞生成的数学建模。我们提出了一种新的多尺度模型,其中将类红细胞祖细胞动力学和决定类红细胞命运的细胞内调节网络结合在一起。根据它们的成熟度,所有类红细胞祖细胞都分为几个亚群。两种细胞内蛋白Erk和Fas被认为是调节自我更新,分化和凋亡的决定因素。我们考虑两个生长因子,促红细胞生成素和糖皮质激素,并描述它们的动力学。模型中引入了几个反馈控件。我们进行了贫血的计算机模拟,并将获得的结果与小鼠诱发性贫血的可用实验数据进行了比较。这项工作的主要目的是评估反馈控制的作用,以便对红细胞生成的调节提供更多见解。 Epo对细胞凋亡的反馈显示在对贫血反应的早期是决定性的,而基于Erk和Fas的细胞内调控网络的调控似乎是长期的。

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