天然产物研究与开发 ›› 2020, Vol. 32 ›› Issue (7): 1219-1227.doi: 10.16333/j.1001-6880.2020.7.018

• 开发研究 • 上一篇    下一篇

基于初级代谢产物的变化探究单面针与两面针的质量差异

邓静,林秀莲,刘瑞莹,林丽美,廖端芳,吴萍,夏伯候*   

  1. 湘产大宗药材品质评价湖南省重点实验室 湖南中医药大学,长沙 410208

  • 出版日期:2020-07-28 发布日期:2020-08-03
  • 基金资助:
    国家重点研发计划中医药现代化研究重点专项(2017 YFC1701900);长沙市科技局一般项目(kq1706 056);湖南省重点研发计划(2017SK2125);湖南省优秀青年项目(19B416)

Comparative study of Zanthoxylum echinocarpum and Z. nitidum based on phenotype-metabolomics

DENG Jing,LIN Xiu-lian,LIU Rui-ying,LIN Li-mei,LIAO Duan-fang,WU Ping,XIA Bo-hou*   

  1. Key Laboratory for Quality Evaluation of Bulk Herbs of Hunan Province,Hunan University of Chinese Medicine,Changsha 410208,China

  • Online:2020-07-28 Published:2020-08-03

摘要:

本实验基于GC-MS的代谢组学技术,研究不同表型单面针与两面针初级代谢产物的差异,并进行代谢通路的富集,探讨其表型差异影响初级代谢产物的代谢机制差异。首先建立单面针与两面针初级代谢物的GC-MS指纹图谱,并结合主成分分析(principal component analysis,PCA)及正交偏最小二乘-判别分析(orthogonal partial least squares discrimination analysis,OPLS-DA)对单面针和两面针的初级代谢物进行多元统计分析;通过相似度评价可得两者初级代谢物之间差异较大;通过PCA可得两者可显著分为2类;进一步通过OPLS-DA模型,根据VIP>1.0,P<0.05以及P(corr)>0.5的原则,筛选得到5个高度相关的差异标志物(r>0.5),分别为quininic acid、D-talose、glycerol、D-glucose以及D-fructose;通过MetaboAnalyst、KEGG等工具及代谢数据库进行代谢路径分析,结果可得苯丙氨酸途径,果糖和甘露糖代谢,糖酵解以及淀粉与蔗糖代谢是两者的主要差异代谢通路。其中苯丙氨酸途径是植物界中生物碱合成的主要来源之一,这可能也是单面针和两面针生物碱含量差异的主要因素。本文为进一步研究两者的代谢机制奠定了基础,同时为探究两者表型差异的机制提供思路。

关键词: 单面针, 两面针, GC-MS, 化学计量学, 表型-代谢组学

Abstract:

This experiment studied the differentiations in the primary metabolites between Zanthoxylum echinocarpum and Z. nitidum with metabolomics technique based on GC-MS and explored the possible metabolic mechanism of phenotypic differentiation by enriching the metabolic pathways.GC-MS fingerprints of primary metabolites from Z. bechinocarpum and Z. nitidum were established.The metabolites were analyzed by similarity evaluation,principal component analysis (PCA) and orthogonal partial least squares discrimination analysis (OPLS-DA) methods.According to similarity evaluation,the primary metabolites are significantly different,which was confirmed by PCA.According to VIP > 1.0,P< 0.05 and P(corr)>0.5,5 biomarkers were selected(r>0.5),including quininic acid,D-talose,glycerol,D-glucose and D-fructose.Finally,the pathways of these differential metabolites were analyzed and constructed by MetaboAnalyst,KEGG and other tools along with metabolism database.Pathway enrichment result indicates phenylalanine pathway,fructose and mannose metabolism,glycolysis,starch and sucrose metabolism were the main different metabolic pathways,among which,phenylalanine pathway may be the main course of the number and type of alkaloids in them.So,it also can be used as an effective method to distinguish the characteristic components of Z. bechinocarpum and Z. nitidum,and laid the foundation for further study of the metabolic mechanisms.

Key words: Zanthoxylum echinocarpum, Z. nitidum, GC-MS, chemometrics, phenotype-metabolomics

中图分类号:  R284.1