Department of Biotechnology, Faculty of Chemical Engineering, Tarbiat Modares University, P.O. Box 14115-143, Tehran, Iran.
Sci Rep. 2023 Jan 20;13(1):1165. doi: 10.1038/s41598-023-28396-4.
Cell-free systems have become valuable investigating tools for metabolic engineering research due to their easy access to metabolism without the interference of the membrane. Therefore, we applied Zymomonas mobilis cell-free system to investigate whether ethanol production is controlled by the genes of the metabolic pathway or is limited by cofactors. Initially, different glucose concentrations were added to the extract to determine the crude extract's capability to produce ethanol. Then, we investigated the genes of the metabolic pathway to find the limiting step in the ethanol production pathway. Next, to identify the bottleneck gene, a systemic approach was applied based on the integration of gene expression data on a cell-free metabolic model. ZMO1696 was determined as the bottleneck gene and an activator for its enzyme was added to the extract to experimentally assess its effect on ethanol production. Then the effect of NAD addition at the high concentration of glucose (1 M) was evaluated, which indicates no improvement in efficiency. Finally, the imbalance ratio of ADP/ATP was found as the controlling factor by measuring ATP levels in the extract. Furthermore, sodium gluconate as a carbon source was utilized to investigate the expansion of substrate consumption by the extract. 100% of the maximum theoretical yield was obtained at 0.01 M of sodium gluconate while it cannot be consumed by Z. mobilis. This research demonstrated the challenges and advantages of using Z. mobilis crude extract for overproduction.
无细胞系统由于其易于接触代谢物而不会受到膜的干扰,因此已成为代谢工程研究中非常有价值的研究工具。因此,我们应用运动发酵单胞菌无细胞系统来研究乙醇生产是受代谢途径的基因控制还是受辅因子限制。首先,向提取物中添加不同的葡萄糖浓度,以确定粗提物生产乙醇的能力。然后,我们研究了代谢途径的基因,以找到乙醇生产途径中的限制步骤。接下来,为了确定瓶颈基因,我们基于无细胞代谢模型上的基因表达数据整合,应用了一种系统方法。确定 ZMO1696 为瓶颈基因,并向提取物中添加其酶的激活剂,以实验评估其对乙醇生产的影响。然后评估了在高浓度葡萄糖(1 M)下添加 NAD 的效果,结果表明效率没有提高。最后,通过测量提取物中的 ATP 水平,发现 ADP/ATP 的不平衡比率是控制因素。此外,还利用葡萄糖酸钠作为碳源来研究提取物对底物消耗的扩展。在 0.01 M 的葡萄糖酸钠时,可获得 100%的最大理论产率,而运动发酵单胞菌不能消耗葡萄糖酸钠。这项研究展示了使用运动发酵单胞菌粗提物进行过量生产的挑战和优势。