Comparison of three officinal species of Callicarpa based on a biochemome profiling strategy with UHPLC-IT-MS and chemometrics analysis

被引:16
作者
Chen, Meng-Lu [1 ]
Chang, Wen-Qi [1 ]
Zhou, Jian-Liang [2 ]
Yin, Ying-Hao [1 ]
Xia, Wen-Rui [1 ]
Liu, Jian-Qun [3 ]
Liu, Li-Fang [1 ]
Xin, Gui-Zhong [1 ]
机构
[1] China Pharmaceut Univ, Dept Chinese Med Anal, State Key Lab Nat Med, 24 Tongjia Lane, Nanjing, Jiangsu, Peoples R China
[2] Zhejiang Inst Food & Drug Control, Hangzhou 310052, Zhejiang, Peoples R China
[3] Jiangxi Univ Tradit Chinese Med, Minist Educ, Key Lab Modern Preparat TCM, 818 Xingwan Rd, Nanchang 330004, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Callicarpa species; Biochemome; IIHPLC-IT-MS; Chemometrics analysis; PERFORMANCE LIQUID-CHROMATOGRAPHY; TRADITIONAL CHINESE MEDICINE; MASS-SPECTROMETRY; PHENYLETHANOID GLYCOSIDES; METABOLOMICS; NUDIFLORA; HERBS; IDENTIFICATION; FLAVONOIDS; SAPONINS;
D O I
10.1016/j.jpba.2017.07.054
中图分类号
O65 [分析化学];
学科分类号
070302 [分析化学];
摘要
Traditional Chinese medicine (TCM) materials with closely related species are frequently fungible in clinical use. Therefore, holistic comparison of the composition in bioactive compounds is essential to evaluate whether they are equivalent in efficacy. Taking three officinal species of Callicarpa as a case, we proposed and validated a standardized strategy for the discrimination of closely related TCM materials, which focused on the extraction, profiling and multivariate statistical analysis of their biochemome. Firstly, serial liquid-liquid extractions were utilized to prepare different batches of Callicarpa biochemome, and the preparation yields were utilized for the normalization of sampling quantity prior to UHPLC-IT-MS analysis. Secondly, 34 compounds, including 19 phenylethanoid glycosides, 10 flavonoids and 5 terpenoids, were identified based on an untargeted UHPLC-IT-MS method. Thirdly, method validation of linearity, precision and stability showed that the UHPLC-IT-MS system was qualified (R-2 > 0.995, RSD < 15%) for subsequent biochemome profiling. After PCA and PIS-DA analysis, 30 marker compounds were screened and demonstrated to be of good predictability using genetic algorithm optimized support vector machines. Finally, a heatmap visualization was employed for clarifying the distribution of marker compounds, which could be helpful to determine whether the three Callicarpa species are, in fact, equivalent substitutes. This study provides a standardized biochemome profiling strategy for systemic comparison analysis of closely related TCM materials, which shows promising perspectives in tracking the supply chain of pharmaceutical suppliers. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:666 / 674
页数:9
相关论文
共 36 条
[11]
Chemicalome and Metabolome Matching Approach to Elucidating Biological Metabolic Networks of Complex Mixtures [J].
Gong, Ping ;
Cui, Nan ;
Wu, Liang ;
Liang, Yan ;
Hao, Kun ;
Xu, Xiangyang ;
Tang, Weiguo ;
Wang, Guangji ;
Hao, Haiping .
ANALYTICAL CHEMISTRY, 2012, 84 (06) :2995-3002
[12]
Structural characterization and discrimination of Chinese medicinal materials with multiple botanical origins based on metabolite profiling and chemometrics analysis: Clematidis Radix et Rhizoma as a case study [J].
Guo, Lin-Xiu ;
Li, Rui ;
Liu, Ke ;
Yang, Jie ;
Li, Hui-Jun ;
Li, Song-Lin ;
Liu, Jian-Qun ;
Liu, Li-Fang ;
Xin, Gui-Zhong .
JOURNAL OF CHROMATOGRAPHY A, 2015, 1425 :129-140
[13]
Comparative analysis of steroidal saponins in four Dioscoreae herbs by high performance liquid chromatography coupled with mass spectrometry [J].
Guo, Long ;
Zeng, Su-Ling ;
Zhang, Yu ;
Li, Ping ;
Liu, E-Hu .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2016, 117 :91-98
[14]
Acylated flavonoid and phenylethanoid glycosides from Marrubium velutinum [J].
Karioti, A ;
Skaltsa, H ;
Heilmann, J ;
Sticher, O .
PHYTOCHEMISTRY, 2003, 64 (02) :655-660
[15]
Support vector machines and its applications in chemistry [J].
Li, Hongdong ;
Liang, Yizeng ;
Xu, Qingsong .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2009, 95 (02) :188-198
[16]
Dose-response characteristics of Clematis triterpenoid saponins and clematichinenoside AR in rheumatoid arthritis rats by liquid chromatography/mass spectrometry-based serum and urine metabolomics [J].
Li, Rui ;
Guo, Lin-Xiu ;
Li, Yi ;
Chang, Wen-Qi ;
Liu, Jian-Qun ;
Liu, Li-Fang ;
Xin, Gui-Zhong .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2017, 136 :81-91
[17]
Natural NO inhibitors from the leaves of Callicarpa kwangtungensis: Structures, activities, and interactions with iNOS [J].
Li, Shen ;
Sun, Xiaocong ;
Li, Yang ;
Liu, Feng ;
Ma, Jun ;
Tong, Ling ;
Su, Guochen ;
Xu, Jing ;
Ohizumi, Yasushi ;
Lee, Dongho ;
Guo, Yuanqiang .
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2017, 27 (03) :670-674
[18]
Flavonoids from Callicarpa nudiflora leaves [J].
Liang J. ;
Qi J. ;
Li L. ;
Jing X. ;
Wang Z. .
Chemistry of Natural Compounds, 2011, 47 (1) :110-111
[19]
Rapid analysis of Callicarpa L. using direct spray ionization mass spectrometry [J].
Liu, Jingjing ;
Gu, Zhixin ;
Yao, Shouzuo ;
Zhang, Zhaohui ;
Chen, Bo .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2016, 124 :93-103
[20]
A new cytotoxic iridoid from Callicarpa nudiflora [J].
Mei, Wen-Li ;
Han, Zhuang ;
Cui, Hai-Bin ;
Zhao, You-Xing ;
Deng, Yuan-Yuan ;
Dai, Hao-Fu .
NATURAL PRODUCT RESEARCH, 2010, 24 (10) :899-904