Department of Bioinfomatic Engineering, Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan.
Quantitative Biology Center, RIKEN, Suita, Osaka, Japan.
Biotechnol Bioeng. 2018 Jun;115(6):1542-1551. doi: 10.1002/bit.26568. Epub 2018 Mar 8.
Gene deletion strategies using flux balance analysis (FBA) have improved the growth-coupled production of various compounds. However, the productivities were often below the expectation because the cells failed to adapt to these genetic perturbations. Here, we demonstrate the productivity of the succinate of the designed gene deletion strain was improved by adaptive laboratory evolution (ALE). Although FBA predicted deletions of adhE-pykAF-gldA-pflB lead to produce succinate from glycerol with a yield of 0.45 C-mol/C-mol, the knockout mutant did not produce only 0.08 C-mol/Cmol, experimentally. After the ALE experiments, the highest succinate yield of an evolved strain reached to the expected value. Genome sequencing analysis revealed all evolved strains possessed novel mutations in ppc of I829S or R849S. In vitro enzymatic assay and metabolic profiling analysis revealed that these mutations desensitizing an allosteric inhibition by L-aspartate and improved the flux through Ppc, while the activity of Ppc in the unevolved strain was tightly regulated by L-aspartate. These result demonstrated that the evolved strains achieved the improvement of succinate production by expanding the flux space of Ppc, realizing the predicted metabolic state by FBA.
利用通量平衡分析(FBA)进行基因缺失策略已经提高了各种化合物的生长偶联生产。然而,由于细胞无法适应这些遗传扰动,产量往往低于预期。在这里,我们通过适应性实验室进化(ALE)证明了设计的基因缺失菌株的琥珀酸产量得到了提高。尽管 FBA 预测缺失 adhE-pykAF-gldA-pflB 会导致甘油生成琥珀酸的产率为 0.45 C-mol/C-mol,但敲除突变体实际上仅产生 0.08 C-mol/Cmol。ALE 实验后,进化菌株的最高琥珀酸产率达到了预期值。基因组测序分析显示,所有进化菌株在 I829S 或 R849S 的 ppc 中都具有新的突变。体外酶测定和代谢谱分析表明,这些突变使 L-天冬氨酸的变构抑制作用脱敏,并提高了 Ppc 的通量,而未进化菌株中 Ppc 的活性受 L-天冬氨酸的严格调节。这些结果表明,进化菌株通过扩大 Ppc 的通量空间实现了琥珀酸产量的提高,从而实现了 FBA 预测的代谢状态。