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首页> 外文期刊>BMC Systems Biology >OptFlux: an open-source software platform for in silico metabolic engineering
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OptFlux: an open-source software platform for in silico metabolic engineering

机译:OptFlux:用于计算机代谢工程的开源软件平台

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Background Over the last few years a number of methods have been proposed for the phenotype simulation of microorganisms under different environmental and genetic conditions. These have been used as the basis to support the discovery of successful genetic modifications of the microbial metabolism to address industrial goals. However, the use of these methods has been restricted to bioinformaticians or other expert researchers. The main aim of this work is, therefore, to provide a user-friendly computational tool for Metabolic Engineering applications. Results OptFlux is an open-source and modular software aimed at being the reference computational application in the field. It is the first tool to incorporate strain optimization tasks, i.e., the identification of Metabolic Engineering targets, using Evolutionary Algorithms/Simulated Annealing metaheuristics or the previously proposed OptKnock algorithm. It also allows the use of stoichiometric metabolic models for (i) phenotype simulation of both wild-type and mutant organisms, using the methods of Flux Balance Analysis, Minimization of Metabolic Adjustment or Regulatory on/off Minimization of Metabolic flux changes, (ii) Metabolic Flux Analysis, computing the admissible flux space given a set of measured fluxes, and (iii) pathway analysis through the calculation of Elementary Flux Modes. OptFlux also contemplates several methods for model simplification and other pre-processing operations aimed at reducing the search space for optimization algorithms. The software supports importing/exporting to several flat file formats and it is compatible with the SBML standard. OptFlux has a visualization module that allows the analysis of the model structure that is compatible with the layout information of Cell Designer, allowing the superimposition of simulation results with the model graph. Conclusions The OptFlux software is freely available, together with documentation and other resources, thus bridging the gap from research in strain optimization algorithms and the final users. It is a valuable platform for researchers in the field that have available a number of useful tools. Its open-source nature invites contributions by all those interested in making their methods available for the community. Given its plug-in based architecture it can be extended with new functionalities. Currently, several plug-ins are being developed, including network topology analysis tools and the integration with Boolean network based regulatory models.
机译:背景技术在过去的几年中,已经提出了许多用于在不同的环境和遗传条件下模拟微生物表型的方法。这些已被用作支持发现成功的微生物代谢遗传修饰以解决工业目标的基础。但是,这些方法的使用仅限于生物信息学家或其他专家研究人员。因此,这项工作的主要目的是为代谢工程应用提供一种用户友好的计算工具。结果OptFlux是一款开源模块化软件,旨在成为该领域的参考计算应用程序。它是第一个结合了应变优化任务的工具,即使用进化算法/模拟退火元启发式算法或先前提出的OptKnock算法来识别代谢工程目标。它还允许使用化学计量代谢模型来(i)使用通量平衡分析,最小化代谢调节或调节开/关最小化代谢通量变化的方法对野生型和突变型生物进行表型模拟,(ii)代谢通量分析,在给定一组测量通量的情况下计算容许通量空间,以及(iii)通过计算基本通量模式进行路径分析。 OptFlux还考虑了几种用于模型简化和其他预处理操作的方法,旨在减少优化算法的搜索空间。该软件支持导入/导出为多种平面文件格式,并且与SBML标准兼容。 OptFlux具有可视化模块,该模块可以分析与Cell Designer的布局信息兼容的模型结构,从而可以将仿真结果与模型图叠加。结论OptFlux软件与文档和其他资源一起免费提供,从而缩小了应变优化算法研究和最终用户之间的差距。对于该领域的研究人员来说,这是一个有价值的平台,它提供了许多有用的工具。它的开源性质吸引了所有有兴趣向社区提供其方法的人们的贡献。鉴于其基于插件的体系结构,可以使用新功能对其进行扩展。当前,正在开发一些插件,包括网络拓扑分析工具以及与基于布尔网络的监管模型的集成。

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