首页    期刊浏览 2024年09月29日 星期日
登录注册

文章基本信息

  • 标题:Metabolic Discrimination of Different Rhodiola Species Using 1H-NMR and GEP Combinational Chemometrics
  • 作者:Xuanhao Li ; Xuanhao Li ; Xiaobo Wang
  • 期刊名称:Chemical and Pharmaceutical Bulletin
  • 印刷版ISSN:0009-2363
  • 电子版ISSN:1347-5223
  • 出版年度:2019
  • 卷号:67
  • 期号:2
  • 页码:81-87
  • DOI:10.1248/cpb.c18-00509
  • 语种:English
  • 出版社:The Pharmaceutical Society of Japan
  • 摘要:Rhodiola is widely consumed in traditional folk medicine and nutraceuticals. To establish a procedure for the hydrogen (1H)-NMR spectroscopic fingerprinting of secondary metabolites from three different Rhodiola species, the variation among three Rhodiola species were studied using 1H-NMR metabolomics combined with multivariate data analysis. Gene expression programming (GEP) was used to generate a formula to distinguish Rhodiola crenulata from two other Rhodiola species. Finally, HPLC was used to demonstrate the results. Same metabolites were compared by quantitative 1H-NMR (qNMR). Three Rhodiola species were clearly discriminated by 1H-NMR fingerprinting involved 22 nuclear magnetic signals of chemical constituents. y = d 166 × 2 + C 1 + d 56 + d 236 − d 128 × C 2 can be used to distinguish R. crenulata from two other Rhodiola species by GEP. The gallic acid concentration in R. crenulata was significantly higher than in the other. Rhodiola species as was the level of salidroside. R. crenulata also exhibited substantially higher levels of α-glucose. The fatty acid level in Rhodiola kirilowii was lower than the other species. These findings demonstrated that 1H-NMR fingerprinting combined with principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA), hierarchical cluster analysis (HCA) and GEP can be used to distinguish different Rhodiola species and these methods were applicable and effective approaches for metabolic analysis, species differentiation, and quality assessment. In addition, gallic acid, salidroside, α-D-glucose, glycine, alanine, caffeic acid and tyrosol and are the discriminators.
  • 关键词:Rhodiola;hydrogen NMR;gene expression programming;metabolomics;analysis
Loading...
联系我们|关于我们|网站声明
国家哲学社会科学文献中心版权所有