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Application of Petri net theory for modelling and validation of the sucrose breakdown pathway in the potato tuber

机译:Petri网理论在马铃薯块茎蔗糖分解途径建模和验证中的应用

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Motivation: 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. Results: 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.
机译:动机:由于代谢网络及其调控的复杂性,形式化建模是提高对这些系统的理解的有用方法。网络建模的重要步骤是验证网络模型。 Petri网理论提供了算法和方法,可以将这些算法和方法直接应用于代谢网络建模和分析,以验证模型。马铃薯块茎中蔗糖和淀粉之间的代谢具有极大的研究兴趣。即使新陈代谢是在下沉器官中研究得最好的代谢之一,也尚未完全了解。结果: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,该方法证明了马铃薯块茎中的蔗糖分解途径。我们从将代谢网络作为Petri网进行分层建模开始,然后继续进行网络的定性分析。结果表征了网络结构,并提供了对复杂网络行为的见解。

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