Discrimination of Ginseng Origins and Identification of Ginsenoside Markers Based on HPLC-MS Combined with Multivariate Statistical Analysis

被引:4
|
作者
Zhao Huanxi [1 ]
Wang Qiuying [1 ]
Sun Xiuli [1 ]
Li Xue [1 ]
Miao Rui [1 ]
Wu Dongxue [1 ]
Liu Shuying [1 ,2 ]
Xiu Yang [1 ]
机构
[1] Changchun Univ Chinese Med, Jilin Ginseng Acad, Changchun 130117, Jilin, Peoples R China
[2] Chinese Acad Sci, Changchun Inst Appl Chem, Changchun 130022, Jilin, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
High performance liquid chromatography-mass spectrometry (HPLC-MS); Multivariate statistical analysis; Discrimination of ginseng origin; Ginsenoside; PANAX-GINSENG; CHEMICAL TRANSFORMATION; LIQUID-CHROMATOGRAPHY; AMERICAN GINSENGS; METABOLOMICS; DIFFERENTIATION; DIVERSITY; SAPONINS; GENUS; AGES;
D O I
10.7503/cjcu20180452
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
High performance liquid chromatography-mass spectrometry combined with multi-variate statistical analysis was employed to discriminate 45 ginseng samples harvested from 5 different main cultivation areas in Northeast China and to identify the differential ginsenoside markers. A total of 41 ginsenosides, which included 15 protopanaxatriol type , 24 protopanaxadiol type and 2 oleanolic type ginsenosides , were identified based on the elution order of total ginsenosides in the reverse-phase C-18 column coupled with the tandem MS analysis and comparison with authentic standard. Multivariate statistical analysis was further used to extract the information of HPLC-MS data sets. Orthogonal partial least squares-discriminate analysis revealed that the established analysis model had high goodness of fit and predictability. All the 45 ginseng samples were discriminated according to their origins. And 18 ginsenosides were identified as the differential markers, which contributed most to the simultaneous discrimination of the 5 ginseng origins. In addition, the differential ginsenoside markers which could distinguish any two origins were mainly those of high content in wild ginseng, such as Rb1 , Rg1, Re, Rc , Rd, Ro , and m-Rb1. In the results of hierarchical clustering analysis, the ginseng samples of Heilongjiang and Jilin Province gathered separately except 14 the samples from Suihua city, which showed similarity to those of Jilin Province. This discrepancy may be attributed to the geographical location. Suihua city is relatively closer to Jilin Province and hence results in the similar growth environment of ginseng and the facility to exchange germplasm resources.
引用
收藏
页码:246 / 253
页数:8
相关论文
共 32 条
  • [1] Pseudotargeted Metabolomics Method and Its Application in Serum Biomarker Discovery for Hepatocellular Carcinoma Based on Ultra High-Performance Liquid Chromatography/Triple Quadrupole Mass Spectrometry
    Chen, Shili
    Kong, Hongwei
    Lu, Xin
    Li, Yong
    Yin, Peiyuan
    Zeng, Zhongda
    Xu, Guowang
    [J]. ANALYTICAL CHEMISTRY, 2013, 85 (17) : 8326 - 8333
  • [2] Determination of ginsenosides in Asian and American ginsengs by liquid chromatography-quadrupole/time-of-flight MS: assessing variations based on morphological characteristics
    Chen, Yujie
    Zhao, Zhongzhen
    Chen, Hubiao
    Brand, Eric
    Yi, Tao
    Qin, Minjian
    Liang, Zhitao
    [J]. JOURNAL OF GINSENG RESEARCH, 2017, 41 (01) : 10 - 22
  • [3] Chemical Differentiation and Quality Evaluation of Commercial Asian and American Ginsengs based on a UHPLC-QTOF/MS/MS Metabolomics Approach
    Chen, Yujie
    Zhao, Zhongzhen
    Chen, Hubiao
    Yi, Tao
    Qin, Minjian
    Liang, Zhitao
    [J]. PHYTOCHEMICAL ANALYSIS, 2015, 26 (02) : 145 - 160
  • [4] Nondestructive Estimation of Growth Year in Ginseng Cultivars Using the Means of Mathematical Modeling on the Basis of Allometry
    Cheng, Chunsong
    Yuan, Qingxi
    Zhou, Hua
    Huang, Luqi
    [J]. MICROSCOPY RESEARCH AND TECHNIQUE, 2016, 79 (02) : 98 - 105
  • [5] Robust and High Throughput UPLC-QTOFMS Method for the Global Metabolic Profiling Study of Human Serum
    Cheng Yu
    Liu Yu-Min
    Huang Feng-Jie
    Chen Tian-Lu
    Zheng Xiao-Jiao
    Zhao Ai-Hua
    He Pin-Gang
    Jia Wei
    [J]. CHEMICAL JOURNAL OF CHINESE UNIVERSITIES-CHINESE, 2013, 34 (01): : 77 - 83
  • [6] Differences in the Volatile Compositions of Ginseng Species (Panax sp.)
    Cho, In Hee
    Lee, Hyun Jeong
    Kim, Young-Suk
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2012, 60 (31) : 7616 - 7622
  • [7] UPLC-QTOF-MS-based Metabolomics Study on Ischemic Stroke Patients
    Huang Yu
    Gu Caiyun
    Wu Hanzhong
    Xia Xiaoshuang
    Li Xin
    [J]. CHEMICAL JOURNAL OF CHINESE UNIVERSITIES-CHINESE, 2017, 38 (10): : 1742 - 1750
  • [8] Chemical Diversity of Panax ginseng, Panax quinquifolium, and Panax notoginseng
    Kim, Dong-Hyun
    [J]. JOURNAL OF GINSENG RESEARCH, 2012, 36 (01) : 1 - 15
  • [9] Role of ginsenosides, the main active components of Panax ginseng, in inflammatory responses and diseases
    Kim, Ji Hye
    Yi, Young-Su
    Kim, Mi-Yeon
    Cho, Jae Youl
    [J]. JOURNAL OF GINSENG RESEARCH, 2017, 41 (04) : 435 - 443
  • [10] Liquid chromatographic determination of less polar ginsenosides in processed ginseng
    Kwon, SW
    Han, SB
    Park, IH
    Kim, JM
    Park, MK
    Park, JH
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2001, 921 (02) : 335 - 339