Balagurunathan Balaji, Jain Vishist Kumar, Tear Crystal Jing Ying, Lim Chan Yuen, Zhao Hua
Bioprocess Engineering Center, Institute of Chemical and Engineering Sciences, Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, 627833, Singapore.
Industrial Biotechnology Division, Institute of Chemical and Engineering Sciences, Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, 627833, Singapore.
Bioprocess Biosyst Eng. 2017 Mar;40(3):361-372. doi: 10.1007/s00449-016-1703-9. Epub 2016 Oct 28.
Integrated approaches using in silico model-based design and advanced genetic tools have enabled efficient production of fuels, chemicals and functional ingredients using microbial cell factories. In this study, using a recently developed genome-scale metabolic model for Escherichia coli iJO1366, a mutant strain has been designed in silico for the anaerobic growth-coupled production of a simple polyol, glycerol. Computational complexity was significantly reduced by systematically reducing the target reactions used for knockout simulations. One promising penta knockout E. coli mutant (E. coli ΔadhE ΔldhA ΔfrdC ΔtpiA ΔmgsA) was selected from simulation study and was constructed experimentally by sequentially deleting five genes. The penta mutant E. coli bearing the Saccharomyces cerevisiae glycerol production pathway was able to grow anaerobically and produce glycerol as the major metabolite with up to 90% of theoretical yield along with stoichiometric quantities of acetate and formate. Using the penta mutant E. coli strain we have demonstrated that the ATP formation from the acetate pathway was essential for growth under anaerobic conditions. The general workflow developed can be easily applied to anaerobic production of other platform chemicals using E. coli as the cell factory.
采用基于计算机模拟模型设计和先进遗传工具的综合方法,能够利用微生物细胞工厂高效生产燃料、化学品和功能成分。在本研究中,利用最近开发的大肠杆菌iJO1366基因组规模代谢模型,在计算机上设计了一种突变菌株,用于厌氧生长耦合生产一种简单的多元醇——甘油。通过系统减少用于基因敲除模拟的目标反应,显著降低了计算复杂度。从模拟研究中筛选出一个有前景的五基因敲除大肠杆菌突变体(大肠杆菌ΔadhEΔldhAΔfrdCΔtpiAΔmgsA),并通过依次删除五个基因进行实验构建。携带酿酒酵母甘油生产途径的五基因敲除大肠杆菌突变体能够在厌氧条件下生长,并将甘油作为主要代谢产物进行生产,理论产量高达90%,同时还产生化学计量的乙酸盐和甲酸盐。利用五基因敲除大肠杆菌菌株,我们证明了乙酸途径中ATP的形成对于厌氧条件下的生长至关重要。所开发的通用工作流程可以很容易地应用于以大肠杆菌作为细胞工厂厌氧生产其他平台化学品。