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用于控制和调节细胞内网络的动态系统方法。

The dynamic systems approach to control and regulation of intracellular networks.

作者信息

Wolkenhauer Olaf, Ullah Mukhtar, Wellstead Peter, Cho Kwang-Hyun

机构信息

Department of Computer Science, Systems Biology and Bioinformatics Group, University of Rostock, Albert Einstein Str. 21, 18059 Rostock, Germany.

出版信息

FEBS Lett. 2005 Mar 21;579(8):1846-53. doi: 10.1016/j.febslet.2005.02.008.

Abstract

Systems theory and cell biology have enjoyed a long relationship that has received renewed interest in recent years in the context of systems biology. The term 'systems' in systems biology comes from systems theory or dynamic systems theory: systems biology is defined through the application of systems- and signal-oriented approaches for an understanding of inter- and intra-cellular dynamic processes. The aim of the present text is to review the systems and control perspective of dynamic systems. The biologist's conceptual framework for representing the variables of a biochemical reaction network, and for describing their relationships, are pathway maps. A principal goal of systems biology is to turn these static maps into dynamic models, which can provide insight into the temporal evolution of biochemical reaction networks. Towards this end, we review the case for differential equation models as a 'natural' representation of causal entailment in pathways. Block-diagrams, commonly used in the engineering sciences, are introduced and compared to pathway maps. The stimulus-response representation of a molecular system is a necessary condition for an understanding of dynamic interactions among the components that make up a pathway. Using simple examples, we show how biochemical reactions are modelled in the dynamic systems framework and visualized using block-diagrams.

摘要

系统理论与细胞生物学有着长期的联系,近年来在系统生物学的背景下,这种联系又重新受到关注。系统生物学中的“系统”一词源自系统理论或动态系统理论:系统生物学是通过应用面向系统和信号的方法来定义的,旨在理解细胞间和细胞内的动态过程。本文的目的是回顾动态系统的系统与控制视角。生物学家用于表示生化反应网络变量及其关系的概念框架是通路图。系统生物学的一个主要目标是将这些静态图转化为动态模型,从而深入了解生化反应网络的时间演变。为此,我们回顾了将微分方程模型作为通路中因果关系的“自然”表示的情况。引入了工程科学中常用的方框图,并将其与通路图进行比较。分子系统的刺激 - 响应表示是理解构成通路的各组分之间动态相互作用的必要条件。通过简单示例,我们展示了生化反应如何在动态系统框架中建模,并使用方框图进行可视化。

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