Department of Biotechnology, Delft University of Technology, Van der Maasweg, 2629 HZ, Delft, The Netherlands.
Microb Cell Fact. 2020 May 29;19(1):116. doi: 10.1186/s12934-020-01379-0.
Microbial metabolism is highly dependent on the environmental conditions. Especially, the substrate concentration, as well as oxygen availability, determine the metabolic rates. In large-scale bioreactors, microorganisms encounter dynamic conditions in substrate and oxygen availability (mixing limitations), which influence their metabolism and subsequently their physiology. Earlier, single substrate pulse experiments were not able to explain the observed physiological changes generated under large-scale industrial fermentation conditions.
In this study we applied a repetitive feast-famine regime in an aerobic Escherichia coli culture in a time-scale of seconds. The regime was applied for several generations, allowing cells to adapt to the (repetitive) dynamic environment. The observed response was highly reproducible over the cycles, indicating that cells were indeed fully adapted to the regime. We observed an increase of the specific substrate and oxygen consumption (average) rates during the feast-famine regime, compared to a steady-state (chemostat) reference environment. The increased rates at same (average) growth rate led to a reduced biomass yield (30% lower). Interestingly, this drop was not followed by increased by-product formation, pointing to the existence of energy-spilling reactions. During the feast-famine cycle, the cells rapidly increased their uptake rate. Within 10 s after the beginning of the feeding, the substrate uptake rate was higher (4.68 μmol/g/s) than reported during batch growth (3.3 μmol/g/s). The high uptake led to an accumulation of several intracellular metabolites, during the feast phase, accounting for up to 34% of the carbon supplied. Although the metabolite concentrations changed rapidly, the cellular energy charge remained unaffected, suggesting well-controlled balance between ATP producing and ATP consuming reactions.
The adaptation of the physiology and metabolism of E. coli under substrate dynamics, representative for large-scale fermenters, revealed the existence of several cellular mechanisms coping with stress. Changes in the substrate uptake system, storage potential and energy-spilling processes resulted to be of great importance. These metabolic strategies consist a meaningful step to further tackle reduced microbial performance, observed under large-scale cultivations.
微生物代谢高度依赖于环境条件。特别是,底物浓度以及氧气可用性决定了代谢速率。在大型生物反应器中,微生物会遇到底物和氧气可用性方面的动态条件(混合限制),这会影响它们的新陈代谢,进而影响它们的生理学。此前,单一底物脉冲实验无法解释在大型工业发酵条件下观察到的生理变化。
在这项研究中,我们在有氧大肠杆菌培养物中应用了重复的丰-饥饿周期,时间尺度为秒。该周期持续了几个世代,使细胞能够适应(重复)动态环境。在循环中,观察到的响应具有高度可重复性,表明细胞确实已完全适应该周期。与稳态(恒化器)参考环境相比,我们在丰-饥饿周期中观察到特定底物和氧气消耗(平均)速率增加。在相同(平均)生长速率下,增加的速率导致生物量产率降低(降低 30%)。有趣的是,这种下降并没有伴随着副产物形成的增加,这表明存在能量浪费反应。在丰-饥饿周期中,细胞迅速增加其摄取速率。在进料开始后的 10 秒内,底物摄取速率更高(4.68 μmol/g/s),高于批处理生长时的报告值(3.3 μmol/g/s)。高摄取导致在丰食阶段积累了几种细胞内代谢物,占供应碳的 34%。尽管代谢物浓度迅速变化,但细胞能量电荷保持不变,表明 ATP 产生和消耗反应之间的平衡得到了很好的控制。
在代表大型发酵罐的底物动态条件下,大肠杆菌的生理学和新陈代谢的适应揭示了存在几种应对压力的细胞机制。底物摄取系统、储存潜力和能量浪费过程的变化非常重要。这些代谢策略是进一步解决在大规模培养中观察到的微生物性能下降的重要步骤。