Lee Sang Bong, Rhee Young Kyoung, Gu Eun-Ji, Kim Dong-Wook, Jang Gwang-Ju, Song Seong-Hwa, Lee Jae-In, Kim Bo-Min, Lee Hyeon-Jeong, Hong Hee-Do, Cho Chang-Won, Kim Hyun-Jin
Division of Applied Life Sciences (BK21 Plus), Gyeongsang National University, Jinju 52828, Republic of Korea.
Korea Food Research Institute, Seongnam 13539, Republic of Korea.
J Microbiol Biotechnol. 2017 May 28;27(5):925-932. doi: 10.4014/jmb.1609.09014.
Changes in the metabolite profiles of and its growth media, based on different culture times (0, 6, 12, and 24 h), were investigated using gas chromatography-mass spectrometry (MS) and liquid chromatography-MS with partial least squares discriminant analysis, in order to understand the growth characteristics of this organism. Cell and media samples of were significantly separated on PLS-DA score plots. Cell and media metabolites, including sugars, amino acids, and organic acids, were identified as major metabolites contributing to the difference among samples. The alteration of cell and media metabolites during cell growth was strongly associated with energy production. Glucose, fructose, carnitine, tryptophan, and malic acid in the growth media were used as primary energy sources during the initial growth stage, but after the exhaustion of these energy sources, could utilize other sources such as trehalose, citric acid, and lysine in the cell. The change in the levels of these energy sources was inversely similar to the energy production, especially ATP. Based on these identified metabolites, the metabolomic pathway associated with energy production through lactic acid fermentation was proposed. Although further studies are required, these results suggest that MS-based metabolomic analysis might be a useful tool for understanding the growth characteristics of , the most important bacterium associated with meat and vegetable fermentation, during growth.
基于不同培养时间(0、6、12和24小时),使用气相色谱-质谱联用(MS)和液相色谱-质谱联用以及偏最小二乘判别分析,研究了[具体生物名称]及其生长培养基的代谢物谱变化,以了解该生物体的生长特性。在偏最小二乘判别分析得分图上,[具体生物名称]的细胞和培养基样本被显著区分开来。细胞和培养基代谢物,包括糖类、氨基酸和有机酸,被确定为导致样本间差异的主要代谢物。细胞生长过程中细胞和培养基代谢物的变化与能量产生密切相关。生长培养基中的葡萄糖、果糖、肉碱、色氨酸和苹果酸在初始生长阶段被用作主要能量来源,但这些能量来源耗尽后,[具体生物名称]可以利用细胞中的其他来源,如海藻糖、柠檬酸和赖氨酸。这些能量来源水平的变化与能量产生,尤其是ATP,呈相反的相似性。基于这些鉴定出的代谢物,提出了通过乳酸发酵产生能量的代谢途径。尽管还需要进一步研究,但这些结果表明,基于质谱的代谢组学分析可能是了解与肉类和蔬菜发酵相关的最重要细菌[具体生物名称]生长特性的有用工具。