基于非靶向代谢组学分析蚝油变质过程中代谢产物差异

Analysis of metabolite differences during oyster sauce spoilage by using untargeted metabolomics

  • 摘要: 开盖后的蚝油在常温条件下容易受到谢瓦曲霉 (Aspergillus chevalieri) 的污染而发生变质。为探究蚝油霉变的详细过程,对模拟变质的蚝油样品的基本理化指标进行测定,并结合非靶向代谢组学方法,分析蚝油变质过程中代谢物的差异及变化规律。结果表明,变质过程中的蚝油总蛋白酶活性、α-淀粉酶活性、水分、总酸和挥发性盐基氮等呈上升趋势,而糖类、蛋白质和总游离氨基酸含量则表现出下降趋势。从蚝油样品中共鉴定出618种代谢物,主要分为脂类和类似脂类分子、有机酸及其衍生物、有机氧化合物及有机杂环化合物等14类。使用正交偏最小二乘判别分析 (Orthogonal Partial Least Squares Discriminant Analysis, OPLS-DA) 模型筛选显著差异代谢物,筛选标准为:变量重要性投影 (Variable importance in the projection, VIP) 值≥1,p值<0.05,且差异倍数 (Fold Change, FC) 需满足>2或<1/2,在该条件下共筛选出21种差异代谢物,其中上调代谢物有10种,下调代谢物有11种。京都基因与基因组百科全书 (Kyoto Encyclopedia of Genes and Genomes, KEGG) 通路富集分析表明,差异代谢物主要参与淀粉和蔗糖代谢、脂质代谢、赖氨酸降解、核苷酸代谢等相关通路,这说明蚝油变质过程中各营养物质的消耗均有差异。

     

    Abstract: Opened oyster sauce is susceptible to contamination by Aspergillus chevalieri and deterioration under ambient conditions. In order to investigate the detailed process of oyster oil mould, we measured the basic physicochemical indexes of oyster oil samples simulating deterioration, and analyzed the differences and changing rules of metabolites in the deterioration process of oyster oil by using non-targeted metabolomics approach. The results show that the total protease activity, α-amylase activity, moisture, total acid and volatile saline nitrogen of oyster oil during the deterioration process showed an increasing trend, but the contents of sugars, proteins and total free amino acids decreased. A total of 618 metabolites were identified from the oyster oil samples, which were mainly classified into 14 groups, including lipids and lipid-like molecules, organic acids and their derivatives, organic oxygen compounds and organic heterocyclic compounds. Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA) model was used to screen the metabolites for significant differences, and the screening criteria were: value of variable importance in the projection (VIP) ≥1, p-value<0.05, and the fold change (FC)>2 or <1/2. A total of 21 metabolites were screened under these criteria, of which 10 were up-regulated metabolites and 11 were down-regulated metabolites. The pathway enrichment analysis of Kyoto Encyclopedia of Genes and Genomes (KEGG) showed that the differential metabolites were mainly involved in starch and sucrose metabolism, lipid metabolism, lysine degradation, nucleotide metabolism, and other related pathways, which suggests that there are differences in the consumption of each nutrient in the process of oyster oil deterioration.

     

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