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The Metano Modeling Toolbox MMTB: An Intuitive Web-Based Toolbox Introduced by Two Use Cases

机译:Metano建模工具箱MMTB:两种用例引入了直观的基于Web的工具箱

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摘要

Genome-scale metabolic models are of high interest in a number of different research fields. Flux balance analysis (FBA) and other mathematical methods allow the prediction of the steady-state behavior of metabolic networks under different environmental conditions. However, many existing applications for flux optimizations do not provide a metabolite-centric view on fluxes. Metano is a standalone, open-source toolbox for the analysis and refinement of metabolic models. While flux distributions in metabolic networks are predominantly analyzed from a reaction-centric point of view, the Metano methods of split-ratio analysis and metabolite flux minimization also allow a metabolite-centric view on flux distributions. In addition, we present MMTB (Metano Modeling Toolbox), a web-based toolbox for metabolic modeling including a user-friendly interface to Metano methods. MMTB assists during bottom-up construction of metabolic models by integrating reaction and enzymatic annotation data from different databases. Furthermore, MMTB is especially designed for non-experienced users by providing an intuitive interface to the most commonly used modeling methods and offering novel visualizations. Additionally, MMTB allows users to upload their models, which can in turn be explored and analyzed by the community. We introduce MMTB by two use cases, involving a published model of Corynebacterium glutamicum and a newly created model of Phaeobacter inhibens.
机译:基因组标量代谢模型对许多不同的研究领域具有很高的兴趣。通量平衡分析(FBA)和其他数学方法允许在不同环境条件下预测代谢网络的稳态行为。然而,许多用于助焊剂优化的现有应用程序在助焊剂上不提供以代谢物为中心的视图。 Metano是一个独立的开源工具箱,用于分析和改进代谢模型。虽然代谢网络中的助焊剂分布主要是从以反应为中心的视角分析的,但是分裂比分析和代谢物通量最小化的Metano方法也允许以助焊剂分布为中心的视图。此外,我们呈现MMTB(Metano建模工具箱),一种基于Web的工具箱,用于代谢建模,包括用户友好的Metano方法界面。 MMTB通过将反应和来自不同数据库的反应和酶注释数据集成来实现代谢模型的自下而上的构建。此外,通过为最常用的建模方法提供直观的界面并提供新颖的可视化来尤其为非经验性用户设计MMTB。此外,MMTB允许用户上传其型号,该模型又通过社区探索和分析。我们通过两种用例介绍MMTB,涉及发表的谷氨酸谷氨酸杆菌和新创建的Phaeobacter抑制模型。

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