Metabolic and Biomolecular Engineering National Research Laboratory, Department of Chemical and Biomolecular Engineering (BK21 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.
Biotechnol Adv. 2013 Nov;31(6):925-35. doi: 10.1016/j.biotechadv.2012.12.008. Epub 2012 Dec 29.
Metabolic engineering has been playing important roles in developing high performance microorganisms capable of producing various chemicals and materials from renewable biomass in a sustainable manner. Synthetic and systems biology are also contributing significantly to the creation of novel pathways and the whole cell-wide optimization of metabolic performance, respectively. In order to expand the spectrum of chemicals that can be produced biotechnologically, it is necessary to broaden the metabolic capacities of microorganisms. Expanding the metabolic pathways for biosynthesizing the target chemicals requires not only the enumeration of a series of known enzymes, but also the identification of biochemical gaps whose corresponding enzymes might not actually exist in nature; this issue is the focus of this paper. First, pathway prediction tools, effectively combining reactions that lead to the production of a target chemical, are analyzed in terms of logics representing chemical information, and designing and ranking the proposed metabolic pathways. Then, several approaches for potentially filling in the gaps of the novel metabolic pathway are suggested along with relevant examples, including the use of promiscuous enzymes that flexibly utilize different substrates, design of novel enzymes for non-natural reactions, and exploration of hypothetical proteins. Finally, strain optimization by systems metabolic engineering in the context of novel metabolic pathways constructed is briefly described. It is hoped that this review paper will provide logical ways of efficiently utilizing 'big' biological data to design and develop novel metabolic pathways for the production of various bulk chemicals that are currently produced from fossil resources.
代谢工程在开发能够以可持续的方式利用可再生生物质生产各种化学品和材料的高性能微生物方面发挥着重要作用。合成生物学和系统生物学也分别为新途径的创建和整个细胞代谢性能的全面优化做出了重要贡献。为了扩大生物技术生产的化学品范围,有必要扩大微生物的代谢能力。扩展生物合成目标化学品的代谢途径不仅需要列举一系列已知的酶,还需要确定生化缺口,其相应的酶实际上可能不存在于自然界中;这个问题是本文的重点。首先,根据代表化学信息的逻辑分析了有效的将目标化学物质的生产联系起来的途径预测工具,设计和对提出的代谢途径进行排序。然后,沿着相关的例子,提出了几种潜在填补新代谢途径空白的方法,包括利用灵活利用不同底物的杂酶、设计用于非天然反应的新型酶,以及探索假设蛋白。最后,简要描述了在构建的新型代谢途径背景下通过系统代谢工程进行菌株优化的方法。希望本文综述能够提供有效的逻辑方法,利用“大数据”来设计和开发新型代谢途径,以生产目前从化石资源中生产的各种大宗化学品。