Key Laboratory of Systems Bioengineering, Ministry of Education and Department of Pharmaceutical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin, People's Republic of China.
PLoS One. 2011;6(10):e26108. doi: 10.1371/journal.pone.0026108. Epub 2011 Oct 7.
An artificial microbial community consisted of Ketogulonicigenium vulgare and Bacillus megaterium has been used in industry to produce 2-keto-gulonic acid (2-KGA), the precursor of vitamin C. During the mix culture fermentation process, sporulation and cell lysis of B. megaterium can be observed. In order to investigate how these phenomena correlate with 2-KGA production, and to explore how two species interact with each other during the fermentation process, an integrated time-series proteomic and metabolomic analysis was applied to the system. The study quantitatively identified approximate 100 metabolites and 258 proteins. Principal Component Analysis of all the metabolites identified showed that glutamic acid, 5-oxo-proline, L-sorbose, 2-KGA, 2, 6-dipicolinic acid and tyrosine were potential biomarkers to distinguish the different time-series samples. Interestingly, most of these metabolites were closely correlated with the sporulation process of B. megaterium. Together with several sporulation-relevant proteins identified, the results pointed to the possibility that Bacillus sporulation process might be important part of the microbial interaction. After sporulation, cell lysis of B. megaterium was observed in the co-culture system. The proteomic results showed that proteins combating against intracellular reactive oxygen stress (ROS), and proteins involved in pentose phosphate pathway, L-sorbose pathway, tricarboxylic acid cycle and amino acids metabolism were up-regulated when the cell lysis of B. megaterium occurred. The cell lysis might supply purine substrates needed for K. vulgare growth. These discoveries showed B. megaterium provided key elements necessary for K. vulgare to grow better and produce more 2-KGA. The study represents the first attempt to decipher 2-KGA-producing microbial communities using quantitative systems biology analysis.
人工微生物群落由黄色短杆菌和巨大芽孢杆菌组成,已在工业中用于生产 2-酮基古龙酸(2-KGA),这是维生素 C 的前体。在混合培养发酵过程中,可以观察到巨大芽孢杆菌的孢子形成和细胞裂解。为了研究这些现象与 2-KGA 生产的关系,以及探索两种在发酵过程中如何相互作用,本研究采用整合的时间序列蛋白质组学和代谢组学分析方法对该系统进行了研究。该研究定量鉴定了大约 100 种代谢物和 258 种蛋白质。对所有鉴定出的代谢物的主成分分析表明,谷氨酸、5-氧脯氨酸、L-山梨糖、2-KGA、2,6-二吡啶酸和酪氨酸可能是区分不同时间序列样品的潜在生物标志物。有趣的是,这些代谢物中的大多数与巨大芽孢杆菌的孢子形成过程密切相关。与鉴定出的几个与孢子形成相关的蛋白质一起,结果表明芽孢杆菌的孢子形成过程可能是微生物相互作用的重要组成部分。在共培养系统中观察到巨大芽孢杆菌的细胞裂解后,孢子形成。蛋白质组学结果表明,当巨大芽孢杆菌发生细胞裂解时,细胞内活性氧应激(ROS)的防御蛋白、戊糖磷酸途径、L-山梨糖途径、三羧酸循环和氨基酸代谢相关的蛋白上调。细胞裂解可能为黄色短杆菌的生长提供所需的嘌呤底物。这些发现表明,巨大芽孢杆菌为黄色短杆菌的生长和产生更多的 2-KGA 提供了必要的关键要素。该研究代表了首次使用定量系统生物学分析方法来破译 2-KGA 生产微生物群落。