Olivier Brett G, Bergmann Frank T
J Integr Bioinform. 2015 Sep 4;12(2):269. doi: 10.2390/biecoll-jib-2015-269.
Constraint-based modeling is a well established modelling methodology used to analyze and study biological networks on both a medium and genome scale. Due to their large size, genome scale models are typically analysed using constraint-based optimization techniques. One widely used method is Flux Balance Analysis (FBA) which, for example, requires a modelling description to include: the definition of a stoichiometric matrix, an objective function and bounds on the values that fluxes can obtain at steady state. The Flux Balance Constraints (FBC) Package extends SBML Level 3 and provides a standardized format for the encoding, exchange and annotation of constraint-based models. It includes support for modelling concepts such as objective functions, flux bounds and model component annotation that facilitates reaction balancing. The FBC package establishes a base level for the unambiguous exchange of genome-scale, constraint-based models, that can be built upon by the community to meet future needs (e. g. by extending it to cover dynamic FBC models).
基于约束的建模是一种成熟的建模方法,用于在中等规模和基因组规模上分析和研究生物网络。由于基因组规模模型规模较大,通常使用基于约束的优化技术进行分析。一种广泛使用的方法是通量平衡分析(FBA),例如,它要求建模描述包括:化学计量矩阵的定义、目标函数以及通量在稳态下可获得的值的边界。通量平衡约束(FBC)包扩展了SBML Level 3,并为基于约束的模型的编码、交换和注释提供了标准化格式。它支持诸如目标函数、通量边界和模型组件注释等建模概念,这些有助于反应平衡。FBC包为基因组规模的、基于约束的模型的明确交换建立了一个基础级别,社区可以在此基础上进行扩展以满足未来需求(例如,将其扩展以涵盖动态FBC模型)。