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代谢组学联合多变量统计分析筛选 和 之间的化学标志物。

Metabolomics Combined with Multivariate Statistical Analysis for Screening of Chemical Markers between and .

机构信息

School of Pharmaceutical Sciences, Changchun University of Chinese Medicine, Changchun 130117, China.

Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Haike Road 501, Shanghai 201203, China.

出版信息

Molecules. 2020 Mar 9;25(5):1228. doi: 10.3390/molecules25051228.

Abstract

Gentianae Radix et Rhizome (Longdan in Chinese, GRR) in Chinese Pharmacopoeia is derived from the dried roots and rhizomes of and , that have long been used for heat-clearing and damp-drying in the medicinal history of China. However, the characterization of the chemical components of two species and the screening of chemical markers still remain unsolved. In current research, the identification and characterization of chemical components of two species was performed using ultra-high-performance liquid chromatography (UHPLC) coupled with linear ion trap-Orbitrap (LTQ-Orbitrap) mass spectrometry. Subsequently, the chemical markers of two species were screened based on metabolomics and multivariate statistical analysis. In total, 87 chemical constituents were characterized in (65 chemical constituents) and (51 chemical constituents), with 29 common chemical constituents being discovered. Thereafter, 11 differential characteristic components which could differentiate the two species were designated with orthogonal partial least squares discriminant analysis (OPLS-DA) and random forest (RF) iterative modeling. Finally, seven characteristic components identified as (+)-syringaresinol, lutonarin, trifloroside, 4--β-d-glu-trifloroside, 4″--β-d-glucopyranosy1-6'--(4--β-d-glucaffeoyl)-linearroside, macrophylloside a and scabraside were selected as the chemical markers for the recognition of two species. It was implied that the results could distinguish the GRR derived from different botanical sources, and also be beneficial in the rational clinical use of GRR.

摘要

中国药典中的龙胆根和根茎(中文名为龙胆,GRR)来源于 和 的干燥根和根茎,在中国药用历史上一直被用于清热燥湿。然而,两种植物的化学成分特征和化学标志物的筛选仍未得到解决。在当前的研究中,使用超高效液相色谱(UHPLC)与线性离子阱-Orbitrap(LTQ-Orbitrap)质谱联用对两种植物的化学成分进行了鉴定和表征。随后,基于代谢组学和多元统计分析筛选了两种植物的化学标志物。总共鉴定出 87 种化学成分,其中 (65 种化学成分)和 (51 种化学成分),发现了 29 种共有化学成分。此后,采用正交偏最小二乘判别分析(OPLS-DA)和随机森林(RF)迭代建模,指定了 11 种可区分两种植物的差异特征成分。最后,鉴定出 7 种特征成分(+)-丁香树脂酚、卢桐素、三糖苷、4--β-d-葡萄糖基-三糖苷、4″--β-d-葡萄糖基-6′-(4--β-d-葡萄糖基阿魏酸)-线性罗昔苷、大麦芽苷 a 和獐牙菜苷作为两种 植物的化学标志物。这表明,这些结果可以区分来源于不同植物来源的 GRR,也有利于 GRR 的合理临床应用。

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