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基于规则的生物系统建模使用调控重写。

Rule-based modelling of biological systems using regulated rewriting.

机构信息

Systems Biology Laboratory, Masaryk University, Brno, Czech Republic.

Systems Biology Laboratory, Masaryk University, Brno, Czech Republic.

出版信息

Biosystems. 2023 Mar;225:104843. doi: 10.1016/j.biosystems.2023.104843. Epub 2023 Feb 1.

Abstract

In systems biology, models play a crucial role in understanding studied systems. There are many modelling approaches, among which rewriting systems provide a framework for describing systems on a mechanistic level. Describing biochemical processes often requires incorporating knowledge on an abstract level to simplify the system description or substitute the missing details. For this purpose, we present regulation mechanisms, an extension of this formalism with additional controls on the rewriting process. We introduce several regulation mechanisms and apply them to a rule-based language, a notation suitable for modelling biological phenomena. Finally, we demonstrate the usage of such regulations on several case studies from the biochemical domain.

摘要

在系统生物学中,模型在理解研究系统方面起着至关重要的作用。有许多建模方法,其中重写系统为在机械水平上描述系统提供了一个框架。描述生化过程通常需要结合抽象层面的知识,以简化系统描述或替代缺失的细节。为此,我们提出了调控机制,这是对该形式体系的扩展,在重写过程中增加了额外的控制。我们引入了几种调控机制,并将其应用于基于规则的语言,这是一种适合于建模生物现象的符号表示。最后,我们在生化领域的几个案例研究中展示了这些调控的用法。

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