基于非靶向代谢组学的柑橘果皮褐斑病发生过程中代谢差异分析
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(1.湖南人文科技学院农业与生物技术学院 湖南娄底 417000;2.广东省农业科学院果树研究所/农业农村部南亚热带果树生物学与遗传资源利用重点实验室广东省热带亚热带果树研究重点实验室 广州 510640)

作者简介:

龚意辉(1988—),男,博士

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基金项目:

湖南省自然科学基金项目(2020JJ5270);湖南省教育厅科学研究重点项目(20A281);湖南省科技创新计划项目(2020RC1014)


Differential Analysis of the Metabolites on Citrus Pericarp Brownspot Based on Untargeted Metabolomics
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(1.School of Agriculture and Biotechnology, Hunan University of Humanities, Science and Technology,Loudi 417000, Hunan;2.Institute of Fruit Tree Research, Guangdong Academy of Agricultural Sciences, Key Laboratory of South Subtropical Fruit Biology and Genetic Resource Utilization, Ministry of Agriculture and Rural Affairs, Guangdong Provincial Key Laboratory of Tropical and Subtropical Fruit Tree Research, Guangzhou 510640)

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    摘要:

    以甜橙果实为试材,利用非靶向代谢组学研究采后柑橘不同褐斑病感染程度果皮中的代谢物差异。通过样本相关性分析、最小二乘判别分析、聚类分析和KEGG富集分析等方法,分析不同褐斑程度果皮中代谢物差异。结果表明:PE包装显著抑制柑橘果实褐斑指数,以无褐斑果皮样品为对照,共筛选出1 191个差异离子,在CK-42 d vs CK-0 d样本中,共筛选出107种显著差异代谢物,其中62个为上调,45个为下调,而在PE-42 d vs CK-0 d样本中共筛选出124种显著差异代谢物,其中65个为上调,59个为下调。经KEGG通路分析,代谢物主要分布在10条代谢途径中,代谢物数量富集最多的前3条通路分别是全局和总览图、其它次生代谢产物的生物合成、氨基酸代谢。经HMDB通路分析,代谢差异物主要分布在11条代谢途径中,差异代谢物数量富集最多的前5条通路分别是苯丙烷和聚酮化合物、脂质和类脂质类、有机杂环化合物、有机酸及其衍生物、苯甲酸酯类。研究结果有助于完善柑橘果皮褐斑病形成机制,可为提高柑橘保鲜效果提供参考。

    Abstract:

    In this study, untargeted metabolomics method was used to detect and analysis the differences of metabolites during the development of brownspot at storage stage. Sweet orange fruit were used as experimental materialsl, and their metabolic compounds were detected and analyzed by sample repetitive correlation analysis, cluster analysis, partial least squares discriminant analysis(PLS-DA) and KEGG pathway based on the high-performance liquid chromatography and tandem mass spectrometry (HPLC-MS/MS) instrument platform. The results showed that brownspot was significantly inhibited by PE packaging treatment. A total of 1 191 metabolites were identified in citrus fruit. In the CK-42 d vs CK-0 d samples, a total of 107 significantly different metabolites were detected, which 62 metabolic compounds were significantly up-regulated and 45 metabolic compounds were significantly down-regulated. While in the PE-42 d vs CK-0 d sample, a total of 124 significantly different metabolites were identified. Among them, 65 compounds were significantly up-regulated and 59 compounds were significantly down-regulated. The different metabolic compounds mainly distributed in 10 KEGG metabolic pathways, the first top 3 pathways are global and overview maps, amino acid metabolism and biosynthesis of other secondary metabolites. While the different metabolic compounds mainly distributed in 11 HMDB metabolic pathways, the first top 5 pathways are phenylpropanoids and polyketides, lipids and lipid-like molecules, organoheterocyclic compounds, organic acids and derivatives and benzenoids biosynthesis. These results are helpful to improve the formation mechanism of peel pitting, and can provide a reference for improving the preservation effect of citrus fruit.

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龚意辉,周桂花,彭淑君,吴志蒙,刘洁,黄华,陈致印.基于非靶向代谢组学的柑橘果皮褐斑病发生过程中代谢差异分析[J].中国食品学报,2022,22(8):316-324

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  • 收稿日期:2021-08-12
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  • 在线发布日期: 2022-09-08
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