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在生物技术和代谢工程中使用 CellNetAnalyzer。

Use of CellNetAnalyzer in biotechnology and metabolic engineering.

机构信息

Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstraße 1(,) 39106 Magdeburg, Germany.

Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstraße 1(,) 39106 Magdeburg, Germany.

出版信息

J Biotechnol. 2017 Nov 10;261:221-228. doi: 10.1016/j.jbiotec.2017.05.001. Epub 2017 May 10.

Abstract

Mathematical models of the cellular metabolism have become an essential tool for the optimization of biotechnological processes. They help to obtain a systemic understanding of the metabolic processes in the used microorganisms and to find suitable genetic modifications maximizing the production performance. In particular, methods of stoichiometric and constraint-based modeling are frequently used in the context of metabolic and bioprocess engineering. Since metabolic networks can be complex and comprise hundreds or even thousands of metabolites and reactions, dedicated software tools are required for an efficient analysis. One such software suite is CellNetAnalyzer, a MATLAB package providing, among others, various methods for analyzing stoichiometric and constraint-based metabolic models. CellNetAnalyzer can be used via command-line based operations or via a graphical user interface with embedded network visualizations. Herein we will present key functionalities of CellNetAnalyzer for applications in biotechnology and metabolic engineering and thereby review constraint-based modeling techniques such as metabolic flux analysis, flux balance analysis, flux variability analysis, metabolic pathway analysis (elementary flux modes) and methods for computational strain design.

摘要

细胞代谢的数学模型已成为优化生物技术过程的重要工具。它们有助于获得对所用微生物代谢过程的系统理解,并找到合适的遗传修饰,从而最大程度地提高生产性能。特别是,在代谢和生物过程工程中,经常使用计量和基于约束的建模方法。由于代谢网络可能很复杂,包含数百甚至数千种代谢物和反应,因此需要专用的软件工具来进行有效的分析。CellNetAnalyzer 就是这样一个软件套件,它是一个 MATLAB 软件包,提供了分析计量和基于约束的代谢模型的各种方法。CellNetAnalyzer 可以通过基于命令行的操作或通过带有嵌入式网络可视化的图形用户界面来使用。本文将介绍 CellNetAnalyzer 在生物技术和代谢工程中的应用的关键功能,并在此基础上回顾基于约束的建模技术,如代谢通量分析、通量平衡分析、通量可变性分析、代谢途径分析(基本通量模式)和计算菌株设计方法。

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