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基于 GC-MS 的代谢组学研究黑曲霉对花生四烯酸应答反应。

GC-MS-based metabolomics study of the responses to arachidonic acid in Blakeslea trispora.

机构信息

State Key Laboratory of Chemical Resource Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China.

出版信息

Fungal Genet Biol. 2013 Aug;57:33-41. doi: 10.1016/j.fgb.2013.06.002. Epub 2013 Jun 13.

DOI:10.1016/j.fgb.2013.06.002
PMID:23769871
Abstract

The potential use of arachidonic acid (AA) to enhance the production of β-carotene in Blakeslea trispora was investigated in this work. To study the mechanism of the B. trispora response to AA, we used a systematic analytical approach to investigate the changes in the B. trispora cell metabolome at different time points after AA treatment. A maximum of β-carotene production was obtained when 0.4g/l AA was added after 36h of cultivation. Gas chromatography-mass spectrometry (GC-MS)-based metabolomics approach and a multivariate analysis were used to investigate the intracellular biochemical changes in B. trispora. With the aid of principal component analysis (PCA), the intracellular metabolite profiles of all the groups were distinguished. Moreover, a group classification and pairwise discrimination between the control and AA-treated groups were obtained through partial least-squares-discriminant analysis (PLS-DA), and 27 differential metabolites with variable importance in the projection (VIP) value higher than 1 were identified, which was also confirmed by the subsequent hierarchical cluster analysis (HCA). Separation of the control and AA-treated groups was mainly due to the compounds of the Krebs cycle, fatty acids and amino acids. With the treatment of AA, the glycolysis was enhanced and the use of glucose for fermentation was increased. The increased levels of some fatty acids and decreased levels of amino acids in the AA-treated cells could also be the responses to the addition of AA. Metabolomics provided a powerful methodology to gain insight in metabolic changes induced by metabolic stimulators in microorganisms.

摘要

本研究旨在探讨花生四烯酸(AA)在促进 Blakeslea trispora 产生 β-胡萝卜素中的潜在应用。为了研究 B. trispora 对 AA 响应的机制,我们采用系统分析方法,在 AA 处理后不同时间点研究 B. trispora 细胞代谢组的变化。当在培养 36 小时后添加 0.4g/L AA 时,可获得最大量的 β-胡萝卜素产量。基于气相色谱-质谱(GC-MS)的代谢组学方法和多元分析用于研究 B. trispora 细胞内的生化变化。借助主成分分析(PCA),可以区分所有组的细胞内代谢物图谱。此外,通过偏最小二乘判别分析(PLS-DA)进行组分类和对照组与 AA 处理组之间的成对判别,并鉴定出 27 种具有变量重要性投影(VIP)值大于 1 的差异代谢物,随后的层次聚类分析(HCA)也证实了这一点。对照组和 AA 处理组的分离主要归因于三羧酸循环、脂肪酸和氨基酸的化合物。随着 AA 的处理,糖酵解得到增强,用于发酵的葡萄糖增加。AA 处理细胞中某些脂肪酸水平升高和氨基酸水平降低也可能是对 AA 添加的响应。代谢组学为深入了解代谢刺激物在微生物中诱导的代谢变化提供了一种强大的方法。

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