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首页> 外文期刊>Progress in Artificial Intelligence >Metabolomics Analysis of the Deterioration Mechanism and Storage Time Limit of Tender Coconut Water during Storage
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Metabolomics Analysis of the Deterioration Mechanism and Storage Time Limit of Tender Coconut Water during Storage

机译:储存过程中嫩椰子水的劣化机理及储存时间限制的代谢组织分析

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Tender coconut water tastes sweet and is enjoyed by consumers, but its commercial development is restricted by an extremely short shelf life, which cannot be explained by existing research. UPLC-MS/MS-based metabolomics methods were used to identify and statistically analyze metabolites in coconut water under refrigerated storage. A multivariate statistical analysis method was used to analyze the UPLC-MS/MS datasets from 35 tender coconut water samples stored for 0-6 weeks. In addition, we identified other differentially expressed metabolites by selecting p-values and fold changes. Hierarchical cluster analysis and association analysis were performed with the differentially expressed metabolites. Metabolic pathways were analyzed using the KEGG database and the MetPA module of MetaboAnalyst. A total of 72 differentially expressed metabolites were identified in all groups. The OPLS-DA score chart showed that all samples were well grouped. Thirty-one metabolic pathways were enriched in the week 0-1 samples. The results showed that after a tender coconut is peeled, the maximum storage time at 4 degrees C is 1 week. Analysis of metabolic pathways related to coconut water storage using the KEGG and MetPA databases revealed that amino acid metabolism is one of the main causes of coconut water quality deterioration.
机译:嫩椰子水口味甜蜜,被消费者享受,但其商业发展受到极其短的保质期限的限制,这是现有研究无法解释的。基于UPLC-MS / MS的代谢组种方法用于在冷藏储存下识别和统计分析椰子水中的代谢物。多变量统计分析方法用于分析从储存的35个嫩椰子水样品0-6周的UPLC-MS / MS数据集。另外,我们通过选择p值并折叠变化来识别其他差异表达的代谢物。用差异表达的代谢物进行分层聚类分析和关联分析。使用KEGG数据库和MetaboAnalyst的MetPA模块分析代谢途径。在所有组中鉴定了总共72种差异表达的代谢物。 OPLS-DA分数图显示所有样品均得到很好的分组。在0-1周的样品中富集了三十一条代谢途径。结果表明,在剥离嫩椰子后,4摄氏度的最大储存时间为1周。使用KEGG和MetPA数据库的椰子储量相关的代谢途径揭示了氨基酸代谢是椰子水质恶化的主要原因之一。

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