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非靶向代谢组学分析不同品种青花椒的化学成分差异

Analysis of Chemical Composition Differences in Different Varieties of Zanthoxylum Schinifolium Based on Non-targeted Metabonomics

  • 摘要: 为深入探讨4个品种青花椒中代谢物的差异,本研究基于超高效液相色谱和质谱的非靶向代谢组学技术对其差异代谢物进行全面的鉴定,结合单变量统计分析和多元统计分析进行组间差异分析,筛选出差异代谢物,再通过聚类分析、相关性分析和KEGG数据库注释差异代谢物参与的代谢途径,从中筛选出关键代谢物。结果表明,共鉴定出正、负离子模式下差异显著的代谢物131个,其中正离子模式54种,负离子模式77种。对这些差异代谢物进行化学分类归属信息的统计后,发现占比最大的是有机酸及其衍生物(16.11%),其次是有机氧化合物(14.44%)。在正离子模式下,新舟青椒(Zb005)与峨眉山藤椒(Zb003)存在24种显著的差异代谢物,新舟青椒(Zb005)与遵义大木椒(Zb004)存在17种差异代谢物,新舟青椒(Zb005)与江口青椒(Zb0010)存在13种差异代谢物。对所有的差异代谢物进行筛选后,发现有7种共有的差异代谢物,分别为N-甲基酪胺、1-吲哚酮、茉莉内酯、樟脑、香叶木素、L-哌啶酸、半乳糖酸,这些代谢物的表达情况存在差异,显示与青花椒的品种密切相关。通过层次聚类热图对其进行分析,发现在3个比较组(Zb005 vs Zb003、Zb005 vs Zb004、Zb005 vs Zb0010)中,新舟青椒(Zb005)的含量表现出比其他几种青椒更高表达的化合物有4种(1-吲哚酮、樟脑、茉莉内酯和香叶木素),这可能是遵义本地青椒(新舟青椒)口感较其他几种青椒好的原因。

     

    Abstract: In order to further explore the differences of metabolites in four varieties of green Zanthoxylum schinifolium, non-targeted metabonomics technology based on ultra performance liquid chromatography mass spectrometry(UPLC-Q-TOF/MS) was used to comprehensively identify their differential metabolites in this study, and the differential metabolites were screened out by combining univariate statistical analysis and multivariate statistical analysis. Then the metabolic pathways involved in the differential metabolites were annotated through hierarchical cluster analysis, correlation analysis and KEGG database, of which the key metabolites were finally screened. The results showed that 131 metabolites were identified in positive and negative ion modes, of which 54 were identified in positive ion mode and 77 in negative ion mode. After statistical analysis of chemical classification and attribution information of these different metabolites, it was found that organic acids and their derivatives accounted for the largest proportion(16.11%), followed by organic oxygen compounds(14.44%). Under the positive ion mode, there were 24 differential metabolites between Xinzhou Zanthoxylum schinifolium(Zb005) and Emei Mountain Zanthoxylum schinifolium(Zb003), 17 differential metabolites between Xinzhou Zanthoxylum schinifolium(Zb005) and Zunyi Damujiao(Zb004), and 13 differential metabolites between Xinzhou Zanthoxylum schinifolium(Zb005) and Jiangkou Zanthoxylum schinifolium(Zb0010). After screening all the differential metabolites, it was found that there were 7 common differential metabolites, which were N-methyltyramine, 1-indolone, jasmonolactone, camphor, geranyllin, L-piperidinic acid and galactoic acid. The expression of these metabolites was different, suggesting that they were closely related to the varieties of Zanthoxylum schinifolium. Through hierarchical clustering heat map analysis, it was found that in the three comparison groups(Zb005 vs Zb003, Zb005 vs Zb004, Zb005 vs Zb0010), the content of Xinzhou Zanthoxylum schinifolium(Zb005) showed higher expression of four compounds(1-indolone, camphor, jasmonolactone and geranyl) than other green pricklyash, which could be the reason why Zunyi local Zanthoxylum schinifolium(Xinzhou Zanthoxylum schinifolium) tastes better than other Zanthoxylum schinifolium.

     

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