Department of Bioinformatic Engineering, Graduate School of Information Science and Technology, Osaka University, 1-5 Yamadaoka, Suita, Osaka, 565-0871, Japan.
Bioprocess Biosyst Eng. 2022 Sep;45(9):1539-1546. doi: 10.1007/s00449-022-02762-4. Epub 2022 Aug 5.
Combination of growth-associated pathway engineering based on flux balance analysis (FBA) and adaptive laboratory evolution (ALE) is a powerful approach to enhance the production of useful compounds. However, the feasibility of such growth-associated pathway designs depends on the type of target compound. In the present study, FBA predicted a set of gene deletions (pykA, pykF, ppc, zwf, and adhE) that leads to growth-associated phenylalanine production in Escherichia coli. The knockout strain is theoretically enforced to produce phenylalanine only at high growth yields, and could not be applied to the ALE experiment because of a severe growth defect. To overcome this challenge, we propose a novel approach for ALE based on mutualistic co-culture for coupling growth and production, regardless of the growth rate. We designed a synthetic mutualism of a phenylalanine-producing leucine-auxotrophic strain (KF strain) and a leucine-producing phenylalanine-auxotrophic strain (KL strain) and performed an ALE experiment for approximately 160 generations. The evolved KF strain (KF-E strain) grew in a synthetic medium (with glucose as the main carbon source) supplemented with leucine, while severe growth defects were observed in the parental KF strain. The phenylalanine yield of the KF-E strain was 2.3 times higher than that of the KF strain.
基于通量平衡分析 (FBA) 和适应性实验室进化 (ALE) 的生长相关途径工程的组合是提高有用化合物产量的有力方法。然而,这种生长相关途径设计的可行性取决于目标化合物的类型。在本研究中,FBA 预测了一组基因缺失 (pykA、pykF、ppc、zwf 和 adhE),这些缺失导致大肠杆菌中与生长相关的苯丙氨酸生产。敲除菌株理论上被强制仅在高生长产率下生产苯丙氨酸,并且由于严重的生长缺陷而不能应用于 ALE 实验。为了克服这一挑战,我们提出了一种基于共生共培养的新型 ALE 方法,用于耦合生长和生产,而不考虑生长速率。我们设计了一个苯丙氨酸生产亮氨酸营养缺陷型菌株 (KF 菌株) 和亮氨酸生产苯丙氨酸营养缺陷型菌株 (KL 菌株) 的合成共生体,并进行了大约 160 代的 ALE 实验。进化的 KF 菌株 (KF-E 菌株) 在补充亮氨酸的合成培养基 (以葡萄糖为主要碳源) 中生长,而亲本 KF 菌株则观察到严重的生长缺陷。KF-E 菌株的苯丙氨酸产量比 KF 菌株高 2.3 倍。