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使用多目标优化设计同源有机酸产生菌株。

Design of homo-organic acid producing strains using multi-objective optimization.

机构信息

Biomaterials Laboratory, Material Research Center, Samsung Advanced Institute of Technology, Suwon 443-803, Republic of Korea.

Metabolic and Biomolecular Engineering National Research Laboratory, Department of Chemical and Biomolecular Engineering (BK21 Plus Program), Center for Systems and Synthetic Biotechnology, Institute for the BioCentury, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 305-701, Republic of Korea; BioInformatics Research Center, KAIST, Daejeon 305-701, Republic of Korea.

出版信息

Metab Eng. 2015 Mar;28:63-73. doi: 10.1016/j.ymben.2014.11.012. Epub 2014 Dec 23.

Abstract

Production of homo-organic acids without byproducts is an important challenge in bioprocess engineering to minimize operation cost for separation processes. In this study, we used multi-objective optimization to design Escherichia coli strains with the goals of maximally producing target organic acids, while maintaining sufficiently high growth rate and minimizing the secretion of undesired byproducts. Homo-productions of acetic, lactic and succinic acids were targeted as examples. Engineered E. coli strains capable of producing homo-acetic and homo-lactic acids could be developed by taking this systems approach for the minimal identification of gene knockout targets. Also, failure to predict effective gene knockout targets for the homo-succinic acid production suggests that the multi-objective optimization is useful in assessing the suitability of a microorganism as a host strain for the production of a homo-organic acid. The systems metabolic engineering-based approach reported here should be applicable to the production of other industrially important organic acids.

摘要

生产无副产物的同系有机酸是生物工艺工程中的一个重要挑战,目的是将分离过程的操作成本降至最低。在本研究中,我们使用多目标优化来设计大肠杆菌菌株,目标是最大化目标有机酸的产量,同时保持足够高的生长速度,并最小化不需要的副产物的分泌。以同系生产醋酸、乳酸和琥珀酸为例。通过这种系统方法最小化基因敲除目标的识别,可以开发出能够生产同系醋酸和同系乳酸的工程大肠杆菌菌株。此外,对于同系琥珀酸生产未能预测到有效的基因敲除目标,这表明多目标优化可用于评估微生物作为同系有机酸生产宿主菌株的适宜性。这里报道的基于系统代谢工程的方法应该适用于其他工业上重要的有机酸的生产。

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