Unit for Structural Biochemistry, Department of Chemistry, Philipps-University Marburg, 35032, Marburg, Germany.
Systems Biology and Mathematical Modeling, Max Planck Institute of Molecular Plant Physiology, 14476, Potsdam, Germany; Bioinformatics, Institute of Biochemistry and Biology, University of Potsdam, 14476, Potsdam, Germany.
Metab Eng. 2023 Sep;79:97-107. doi: 10.1016/j.ymben.2023.06.013. Epub 2023 Jul 7.
Dynamic metabolic engineering is a strategy to switch key metabolic pathways in microbial cell factories from biomass generation to accumulation of target products. Here, we demonstrate that optogenetic intervention in the cell cycle of budding yeast can be used to increase production of valuable chemicals, such as the terpenoid β-carotene or the nucleoside analog cordycepin. We achieved optogenetic cell-cycle arrest in the G2/M phase by controlling activity of the ubiquitin-proteasome system hub Cdc48. To analyze the metabolic capacities in the cell cycle arrested yeast strain, we studied their proteomes by timsTOF mass spectrometry. This revealed widespread, but highly distinct abundance changes of metabolic key enzymes. Integration of the proteomics data in protein-constrained metabolic models demonstrated modulation of fluxes directly associated with terpenoid production as well as metabolic subsystems involved in protein biosynthesis, cell wall synthesis, and cofactor biosynthesis. These results demonstrate that optogenetically triggered cell cycle intervention is an option to increase the yields of compounds synthesized in a cellular factory by reallocation of metabolic resources.
动态代谢工程是一种将微生物细胞工厂中的关键代谢途径从生物质生成转换为目标产物积累的策略。在这里,我们证明了对出芽酵母细胞周期的光遗传学干预可用于增加有价值化学品的产量,如类萜β-胡萝卜素或核苷类似物虫草素。我们通过控制泛素-蛋白酶体系统枢纽 Cdc48 的活性来实现 G2/M 期的光遗传学细胞周期阻滞。为了分析细胞周期停滞酵母菌株的代谢能力,我们通过 timsTOF 质谱法研究了它们的蛋白质组。这揭示了代谢关键酶的广泛但高度不同的丰度变化。将蛋白质组学数据整合到蛋白质约束代谢模型中表明,与类萜类生产直接相关的通量以及与蛋白质生物合成、细胞壁合成和辅因子生物合成相关的代谢子系统得到了调节。这些结果表明,光遗传学触发的细胞周期干预是通过重新分配代谢资源来增加细胞工厂中合成化合物产量的一种选择。