Department of Engineering Science, University of Oxford, Oxford, UK.
Biotechnol Bioeng. 2019 Jun;116(6):1484-1495. doi: 10.1002/bit.26943. Epub 2019 Feb 20.
Escherichia coli has been the host organism most frequently investigated for efficient recombinant protein production. However, the production of a foreign protein in recombinant E. coli often leads to growth deterioration and elevated secretion of acetic acid. Such observed phenomena have been widely linked with cell stress responses and metabolic burdens originated particularly from the increased energy demand. In this study, flux balance analysis and dynamic flux balance analysis were applied to investigate the observed growth physiology of recombinant E. coli, incorporating the proteome allocation theory and an adjustable maintenance energy level (ATPM) to capture the proteomic and energetic burdens introduced by recombinant protein synthesis. Model predictions of biomass growth, substrate consumption, acetate excretion, and protein production with two different strains were in good agreement with the experimental data, indicating that the constraint on the available proteomic resource and the change in ATPM might be important contributors governing the growth physiology of recombinant strains. The modeling framework developed in this work, currently with several limitations to overcome, offers a starting point for the development of a practical, model-based tool to guide metabolic engineering decisions for boosting recombinant protein production.
大肠杆菌一直是最常被用于高效生产重组蛋白的宿主生物。然而,在重组大肠杆菌中生产外源蛋白常常导致生长恶化和乙酸分泌增加。这种观察到的现象与细胞应激反应以及代谢负担广泛相关,特别是源于能量需求的增加。在这项研究中,通量平衡分析和动态通量平衡分析被应用于研究重组大肠杆菌的观察到的生长生理学,同时结合蛋白质组分配理论和可调节的维持能量水平(ATPM)来捕捉重组蛋白合成带来的蛋白质组和能量负担。使用两种不同菌株的生物量生长、底物消耗、乙酸排泄和蛋白质生产的模型预测与实验数据吻合良好,表明可用蛋白质组资源的限制和 ATPM 的变化可能是控制重组菌株生长生理学的重要因素。本工作中开发的建模框架目前存在一些需要克服的限制,为开发实用的基于模型的工具提供了一个起点,以指导代谢工程决策,提高重组蛋白生产。