An integrated strategy of marker ingredients searching and near infrared spectroscopy rapid evaluation for the quality control of Chinese eaglewood

被引:18
作者
Ding, Guoyu [1 ]
Nie, Yan [1 ]
Hou, Yuanyuan [1 ]
Liu, Zenghui [2 ]
Liu, Aina [1 ]
Peng, Jiamin [1 ]
Jiang, Min [1 ]
Bai, Gang [1 ]
机构
[1] Nankai Univ, Tianjin Key Lab Mol Drug Res, Coll Pharm, State Key Lab Med Chem Biol, Tianjin 300071, Peoples R China
[2] Tianjin Inst Agr Qual Standard & Testing Technol, Tianjin 300381, Peoples R China
基金
中国国家自然科学基金;
关键词
UPLC-Q/Tof; Near infrared spectroscopy; Principal component analysis; Chinese eaglewood; Quality control; QUANTIFICATION; 2-(2-PHENYLETHYL)CHROMONES; MS; CHEMOMETRICS; AGARWOOD; SPECTRA; TOOL; RAW;
D O I
10.1016/j.jpba.2015.06.029
中图分类号
O65 [分析化学];
学科分类号
070302 [分析化学];
摘要
The application of near infrared spectroscopy (NIRS) in traditional Chinese medicine (TCM) has usually been limited by its blindness to qualitative or quantitative multivariate analysis and because its chemical significance is easily ignored. Here, an integrated technology of ultra-performance liquid chromatography-quadrupole/time-of-flight mass spectrometry (UPLC-Q/Tof) and NIRS was proposed to set up a systematic quality control of Chinese Eaglewood (CE). UPLC-Q/Tof combined with principle compound analysis (PCA) was used to identify the marker ingredients of CE. Four types of highly oxidized 5,6,7,8-tetrahydro-2-(2-phenylethyl) chromones (THPECs) were then identified as potential markers to distinguish the authenticity of the CE. Based on the marker ingredients, the definite wavenumber intervals and spectral pretreatment pattern of NIRS were selected to act as an alternative evaluation technology directed against CE powder samples. Calibration equations were developed from the contents of the four markers, as detected by high performance liquid chromatography (HPLC) and NIRS data, using synergy interval partial least squares (siPLS) algorithm with Leave-One-Out (LOO) cross-validation. Using siPLS regression, satisfactory calibration statistics were obtained for the prediction of the marker ingredients. The correlation coefficient (r) between the predicted and reference results for the test set was used as an evaluation parameter for the models (r > 0.9). Hierarchical cluster analysis and partial least squares-discriminant analysis (PLS-DA) were applied to further analyze the quantitative results from NIRS. From this systematic method, 50 CE samples were divided into superior, qualified, unqualified, and fake samples, displaying a more elaborate division than PLS-DA, which is only based on whole NIR spectra or HPLC. This tandem technique of UPLC-Q/Tof and NIRS assessment presented in this work can be used as a rapid evaluation approach for the quality control of complicated herbal medicines. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:462 / 470
页数:9
相关论文
共 29 条
[1]
Theory and application of near infrared reflectance spectroscopy in determination of food quality [J].
Cen, Haiyan ;
He, Yong .
TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2007, 18 (02) :72-83
[2]
Nine 2-(2-Phenylethyl)chromone Derivatives from the Resinous Wood of Aquilaria sinensis and Their Inhibition of LPS-Induced NO Production in RAW 264.7 Cells [J].
Chen, Dong ;
Xu, Zhengren ;
Chai, Xingyun ;
Zeng, Kewu ;
Jia, Yanxing ;
Bi, Dan ;
Ma, Zhizhong ;
Tu, Pengfei .
EUROPEAN JOURNAL OF ORGANIC CHEMISTRY, 2012, 2012 (27) :5389-5397
[3]
Chemical Constituents of Agarwood Originating from the Endemic Genus Aquilaria Plants [J].
Chen, Huai-Qiong ;
Wei, Jian-He ;
Yang, Jun-Shan ;
Zhang, Zheng ;
Yang, Yun ;
Gao, Zhi-Hui ;
Sui, Chun ;
Gong, Bao .
CHEMISTRY & BIODIVERSITY, 2012, 9 (02) :236-250
[4]
Near Infrared Spectroscopy in Natural Products Analysis [J].
Cozzolino, Daniel .
PLANTA MEDICA, 2009, 75 (07) :746-756
[5]
ON THE SCALES ASSOCIATED WITH NEAR-INFRARED REFLECTANCE DIFFERENCE SPECTRA [J].
DHANOA, MS ;
LISTER, SJ ;
BARNES, RJ .
APPLIED SPECTROSCOPY, 1995, 49 (06) :765-772
[6]
Feudale R.N., 2002, CHEMOMETR INTELL LAB, V64, P181, DOI DOI 10.1016/S0169-7439(02)00085-0
[7]
A method for calibration and validation subset partitioning [J].
Galvao, RKH ;
Araujo, MCU ;
José, GE ;
Pontes, MJC ;
Silva, EC ;
Saldanha, TCB .
TALANTA, 2005, 67 (04) :736-740
[8]
Combination of electrochemistry with chemometrics to introduce an efficient analytical method for simultaneous quantification of five opium alkaloids in complex matrices [J].
Gholivand, Mohammad-Bagher ;
Jalalvand, Ali R. ;
Goicoechea, Hector C. ;
Gargallo, Raimundo ;
Skov, Thomas ;
Paimard, Giti .
TALANTA, 2015, 131 :26-37
[9]
Chemometrics tools used in analytical chemistry: An overview [J].
Kumar, Naveen ;
Bansal, Ankit ;
Sarma, G. S. ;
Rawal, Ravindra K. .
TALANTA, 2014, 123 :186-199
[10]
Detection and quantification of adulteration in sandalwood oil through near infrared spectroscopy [J].
Kuriakose, Saji ;
Thankappan, Xavier ;
Joe, Hubert ;
Venkataraman, Venkateswaran .
ANALYST, 2010, 135 (10) :2676-2681