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通过非靶向代谢组学分析克拉普最爱品种与其突变体红克拉普最爱品种之间皮肤的代谢物差异

[Analysis of metabolite differences in skin between Clapp's Favorite and its mutant Red Clapp's Favorite through non-targeted metabolomics].

作者信息

Mu Hongmei, Ci Zhijuan, Aisajan Mamat, Liang Yanping, Liu Xiaohong, DU Xiaoyun, Yu Qiang, Li Qingyu, Li Yuanjun

机构信息

Yantai Academy of Agricultural Sciences Shandong Province, Yantai 26550, China.

Xinjiang Academy of Agricultural Sciences, Urumchi 830091, China.

出版信息

Se Pu. 2021 Nov;39(11):1203-1212. doi: 10.3724/SP.J.1123.2021.05002.

Abstract

Red Clapp's Favorite is the red mutation cultivar of the pear cultivar Clapp's Favorite. Fruit color is an important feature of pear fruits, with red skin generally attracting consumers. Anthocyanin, chlorophyll, and carotenoids are the most important pigments in the color formation of fruits. The red color of pear skin is mainly due to the concentration and composition of anthocyanin. Metabolomics is an emerging discipline that focuses on the qualitative and quantitative analysis of small metabolites with low molecular weight in biological cells and tissues. As an important part of systems biology, it is an effective means to solve many complex biological problems. Studies have analyzed pigment content, composition, and differentially expressed genes in the skin of green and red pears from various aspects. Anthocyanins are responsible for physiological activity on regulating pathways. The aim of this study was to discover differential metabolites in the skin of Clapp's Favorite and its red mutation cultivar Red Clapp's Favorite. The metabolic components were detected using high-performance liquid chromatography coupled with tandem mass spectrometry (UPLC-MS/MS). Chromatographic experiments were performed on an HSS T3 column (100 mm×2.1 mm, 1.8 μm) by using a mobile phase consisting of 0.1% (v/v) formic acid in acetonitrile and water, and mass spectrometry was conducted in the positive and negative modes by electrospray ionization (ESI). Red Clapp's Favorite and Clapp's Favorite were collected from the pear germplasm resource nursery of Yantai Institute of Agricultural Sciences in Shandong. The data were analyzed by principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA) as well as cluster analysis and heat map. The first two principal components exhibited 62.3% and 8% of the total variance in the positive and negative ion modes, respectively. PCA can generally reflect metabolite differences between the two groups of samples, and there are significant differences in metabolites between the two cultivars. The results showed that PLS-DA clearly distinguishes the two groups of samples, which can be used to analyze the subsequent difference in components. The compounds were identified based on data retrieved from the PMDB databases according to the accurate mass number, secondary fragment, and isotope distribution. The results showed that the metabolite content in the skin of Red Clapp's Favorite and Clapp's Favorite were significant. There were 83 different metabolites (<0.05, variable importance in project (VIP)≥1), including phenols and amino acids, which are involved in flavonoid metabolism, amino acid metabolism, phenyl propanoid biosynthesis, and other metabolic pathways, including 5 polyphenols, 3 flavonoids, 1 amino acid and derivatives, 8 phenylpropanes, 2 anthocyanins, 5 proanthocyanidins, 6 flavanols, 14 flavonols, 2 isoflavones, 13 triterpenoids, 3 organic acids and derivatives, 1 vitamin, 3 organic acids and derivatives, 15 lipids, and 2 other compounds. The chlorogenic acid and crypto-chlorogenic acid in Red Clapp's Favorite are 2.40 and 3.46 times as much as those in Clapp's Favorite. The anthocyanins of cornulin 3-glucoside and cornulin 3-galactoside were 10.235 and 9.394 times, respectively. Phenolic epicatechin and catechin increased by 4.689 and 4.635, respectively. The content of phenylpropane 3, 4-dihydroxycinnamic acid in Red Clapp's Favorite increased by 3.13 times. Among the 83 differential metabolites, 23 metabolites were enriched in the pathway. To display the relationship between the samples and the differences in metabolites among the different samples intuitively, hierarchical clustering and heat map analysis were performed on the metabolite expression levels with significant differences in the enrichment pathways. The Kyoto Encyclopedia of Genes and Genomes database was used to further analyze the pathway enrichment of different metabolites. According to the results, there were 6 metabolic pathways (<0.05): flavonoid biosynthesis, flavone and flavonol biosynthesis, phenylpropanoid biosynthesis, butanoate metabolism, phenylalanine metabolism, and tyrosine metabolism. Plant secondary metabolism shows a complex diversity. This study would screen out other pathways affecting the biosynthesis of flavonoids, which could provide reference for the further study of biosynthesis and biological function of flavonoids in red fruits. This study provides a useful reference for metabolomics of red pears, which could provide a theoretical reference for the quality analysis and biological function research of pears.

摘要

红克拉普最爱(Red Clapp's Favorite)是梨品种克拉普最爱(Clapp's Favorite)的红色突变品种。果实颜色是梨果实的一个重要特征,红色果皮通常更吸引消费者。花青素、叶绿素和类胡萝卜素是果实颜色形成中最重要的色素。梨果皮的红色主要归因于花青素的浓度和组成。代谢组学是一门新兴学科,专注于对生物细胞和组织中低分子量小分子代谢物进行定性和定量分析。作为系统生物学的重要组成部分,它是解决许多复杂生物学问题的有效手段。已有研究从多个方面分析了绿色和红色梨果皮中的色素含量、组成及差异表达基因。花青素在调节途径中具有生理活性。本研究的目的是发现克拉普最爱及其红色突变品种红克拉普最爱果皮中的差异代谢物。采用超高效液相色谱-串联质谱联用(UPLC-MS/MS)检测代谢成分。色谱实验在HSS T3柱(100 mm×2.1 mm,1.8 μm)上进行,流动相由乙腈和水中含0.1%(v/v)甲酸组成,质谱采用电喷雾电离(ESI)在正、负离子模式下进行。红克拉普最爱和克拉普最爱采自山东烟台农业科学院梨种质资源圃。数据通过主成分分析(PCA)、正交偏最小二乘法判别分析(OPLS-DA)以及聚类分析和热图进行分析。前两个主成分在正、负离子模式下分别呈现总方差的62.3%和8%。PCA通常可以反映两组样品之间的代谢物差异,两个品种之间的代谢物存在显著差异。结果表明,PLS-DA能清晰区分两组样品,并可用于分析后续成分差异。根据精确质量数、二级碎片和同位素分布,基于从PMDB数据库检索到的数据鉴定化合物。结果表明,红克拉普最爱和克拉普最爱果皮中的代谢物含量存在显著差异。有83种不同的代谢物(P<0.05,投影变量重要性(VIP)≥1),包括酚类和氨基酸,它们参与黄酮类代谢、氨基酸代谢、苯丙烷生物合成等代谢途径,其中包括5种多酚、3种黄酮、1种氨基酸及其衍生物、8种苯丙烷、2种花青素、5种原花青素、6种黄烷醇、14种黄酮醇、2种异黄酮、13种三萜、3种有机酸及其衍生物、1种维生素、3种有机酸及其衍生物、15种脂质和2种其他化合物。红克拉普最爱中的绿原酸和隐绿原酸分别是克拉普最爱中的2.40倍和3.46倍。矢车菊素3-葡萄糖苷和矢车菊素3-半乳糖苷的花青素分别为10.235倍和9.394倍。酚类表儿茶素和儿茶素分别增加了4.689倍和4.635倍。红克拉普最爱中苯丙烷3,4-二羟基肉桂酸的含量增加了3.13倍。在这83种差异代谢物中,有23种代谢物在该途径中富集。为直观展示样品之间的关系以及不同样品间代谢物的差异,对富集途径中差异显著的代谢物表达水平进行了层次聚类和热图分析。利用京都基因与基因组百科全书数据库进一步分析不同代谢物的途径富集情况。结果显示,有6条代谢途径(P<0.05):黄酮类生物合成、黄酮和黄酮醇生物合成、苯丙烷生物合成、丁酸代谢、苯丙氨酸代谢和酪氨酸代谢。植物次生代谢表现出复杂的多样性。本研究将筛选出其他影响黄酮类生物合成的途径,可为红果中黄酮类生物合成及生物学功能的进一步研究提供参考。本研究为红梨的代谢组学研究提供了有益参考,可为梨的品质分析和生物学功能研究提供理论参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da5a/9404071/ed246edbb0e1/cjc-39-11-1203-img_1.jpg

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