Koch Ina, Junker Björn H, Heiner Monika
Department of Bioinformatics, Technical University of Applied Sciences Berlin, Seestrasse 64, Berlin, 13347, Germany.
Bioinformatics. 2005 Apr 1;21(7):1219-26. doi: 10.1093/bioinformatics/bti145. Epub 2004 Nov 16.
Because of the complexity of metabolic networks and their regulation, formal modelling is a useful method to improve the understanding of these systems. An essential step in network modelling is to validate the network model. Petri net theory provides algorithms and methods, which can be applied directly to metabolic network modelling and analysis in order to validate the model. The metabolism between sucrose and starch in the potato tuber is of great research interest. Even if the metabolism is one of the best studied in sink organs, it is not yet fully understood.
We provide an approach for model validation of metabolic networks using Petri net theory, which we demonstrate for the sucrose breakdown pathway in the potato tuber. We start with hierarchical modelling of the metabolic network as a Petri net and continue with the analysis of qualitative properties of the network. The results characterize the net structure and give insights into the complex net behaviour.
由于代谢网络及其调控的复杂性,形式化建模是增进对这些系统理解的一种有用方法。网络建模的一个关键步骤是验证网络模型。Petri网理论提供了算法和方法,可直接应用于代谢网络建模与分析以验证模型。马铃薯块茎中蔗糖与淀粉之间的代谢具有极大的研究价值。即便该代谢是库器官中研究最为深入的代谢之一,但仍未被完全理解。
我们提供了一种使用Petri网理论对代谢网络进行模型验证的方法,并以马铃薯块茎中的蔗糖分解途径为例进行了演示。我们首先将代谢网络作为Petri网进行分层建模,然后继续分析网络的定性属性。结果表征了网络结构,并深入了解了复杂的网络行为。