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EColiCore2: a reference network model of the central metabolism of Escherichia coli and relationships to its genome-scale parent model

机译:EColiCore2 :大肠杆菌的中心代谢及其与基因组规模亲本模型的关系的参考网络模型

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Genome-scale metabolic modeling has become an invaluable tool to analyze properties and capabilities of metabolic networks and has been particularly successful for the model organism Escherichia coli. However, for several applications, smaller metabolic (core) models are needed. Using a recently introduced reduction algorithm and the latest E. coli genome-scale reconstruction i JO1366, we derived EColiCore2 , a model of the central metabolism of E. coli. EColiCore2 is a subnetwork of i JO1366 and preserves predefined phenotypes including optimal growth on different substrates. The network comprises 486 metabolites and 499 reactions, is accessible for elementary-modes analysis and can, if required, be further compressed to a network with 82 reactions and 54 metabolites having an identical solution space as EColiCore2 . A systematic comparison of EColiCore2 with its genome-scale parent model i JO1366 reveals that several key properties (flux ranges, reaction essentialities, production envelopes) of the central metabolism are preserved in EColiCore2 while it neglects redundancies along biosynthetic routes. We also compare calculated metabolic engineering strategies in both models and demonstrate, as a general result, how intervention strategies found in a core model allow the identification of valid strategies in a genome-scale model. Overall, EColiCore2 holds promise to become a reference model of E. coli ’s central metabolism.
机译:基因组规模的代谢建模已成为分析代谢网络的特性和功能的宝贵工具,并且对于模型生物大肠杆菌特别成功。但是,对于几种应用,需要较小的代谢(核心)模型。使用最近引入的还原算法和最新的大肠杆菌基因组规模的重建i JO1366,我们得出了EColiCore2,它是大肠杆菌中央代谢的模型。 EColiCore2是i JO1366的子网,可保留预定义的表型,包括在不同底物上的最佳生长。该网络包含486种代谢物和499种反应物,可用于基本模式分析,如果需要,可以进一步压缩为具有82种反应物和54种代谢物的网络,其溶液空间与EColiCore2相同。对EColiCore2及其基因组规模父代模型i JO1366的系统比较表明,EColiCore2保留了中央代谢的几个关键特性(通量范围,反应要点,生产范围),而忽略了生物合成途径上的冗余。我们还比较了两个模型中计算出的代谢工程策略,并作为一个总体结果证明了在核心模型中发现的干预策略如何能够识别基因组规模模型中的有效策略。总体而言,EColiCore2有望成为大肠杆菌中央代谢的参考模型。

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