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利用混合功能Petri网对白细胞介素-6在人类早期造血过程中的作用进行建模与模拟。

Modeling and simulation with Hybrid Functional Petri Nets of the role of interleukin-6 in human early haematopoiesis.

作者信息

Troncale Sylvie, Tahi Fariza, Campard David, Vannier Jean-Pierre, Guespin Janine

机构信息

LaMI, CNRS-UMR 8042, Université d'Evry Val-d'Essonne, Genopole, France.

出版信息

Pac Symp Biocomput. 2006:427-38.

Abstract

The regulation of human haematopoiesis is a complex biological system with numerous interdependent processes. In vivo Haematopoietic Stem Cells (HSCs) self-renew so as to maintain a constant pool of these cells. It would be very interesting to maintain these cells in vitro, in view of their therapeutical importance. Unfortunately, there is currently no known process to activate HSCs self-renewal in vitro. Since the difficulties related to in vitro experiments, modeling and simulating this process is indispensable. Moreover, the complexity of haematopoiesis makes it necessary to integrate various functionalities: both discrete and continuous models as well as consumption and production of resources. We thus focus on the use of Hybrid Functional Petri Nets, which offer a number of features and flexibility. We begin by modeling and simulating the role of a specific cytokine, interleukin-6, in the regulation of early haematopoiesis. Results obtained in silico lead to the disappearence of HSCs, which is in agreement with in vitro results.

摘要

人类造血作用的调节是一个复杂的生物系统,有着众多相互依存的过程。在体内,造血干细胞(HSC)会自我更新,以维持这些细胞的恒定数量。鉴于其治疗重要性,在体外维持这些细胞将非常有趣。不幸的是,目前尚无已知方法能在体外激活造血干细胞的自我更新。由于体外实验存在困难,对这一过程进行建模和模拟必不可少。此外,造血作用的复杂性使得整合各种功能成为必要:包括离散和连续模型以及资源的消耗和产生。因此,我们专注于使用混合功能Petri网,它具有许多特性和灵活性。我们首先对特定细胞因子白细胞介素-6在早期造血调节中的作用进行建模和模拟。计算机模拟得到的结果导致造血干细胞消失,这与体外实验结果一致。

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