Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy

被引:94
作者
Chen, Quansheng [1 ]
Zhao, Jiewen [1 ]
Chaitep, Sumpun [2 ]
Guo, Zhiming [1 ]
机构
[1] Jiangsu Univ, Sch Food & Biol Engn, Zhengzhou 212013, Jiangsu, Peoples R China
[2] Chiang Mai Univ, Fac Engn, Chiang Mai 50200, Thailand
关键词
FT-NIR spectroscopy; PLS; Green tea; Catechins; Analysis; LIQUID-CHROMATOGRAPHY; QUANTITATIVE-ANALYSIS; POLYPHENOLS; COMPONENTS; CANCER;
D O I
10.1016/j.foodchem.2008.08.042
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
This paper reported the results of simultaneous analysis of main catechins (i.e., EGC. EC, EGCG and ECG) contents in green tea by the Fourier transform near infrared reflectance (FT-NIR) Spectroscopy and the multivariate calibration. Partial least squares (PLS) algorithm was conducted on the calibration of regression model. The number of PLS factors and the spectral preprocessing methods were optimised simultaneously by cross-validation in the model calibration. The performance of the final model was evaluated according to root mean square error of cross-validation (RMSECV), root mean square error of prediction (RMSEP) and correlation coefficient (R). The correlations coefficients (R) in the prediction set were achieved as follows: R = 0.9852 for EGC model, R = 0.9596 for EC model, R = 0.9760 for EGCG model and R = 0.9763 for ECG model. This work demonstrated that NIR spectroscopy with PLS algorithm could be used to analyse main catechins contents in green tea. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1272 / 1277
页数:6
相关论文
共 27 条
[21]   Application of near-infrared reflectance spectroscopy to the simultaneous prediction of alkaloids and phenolic substances in green tea leaves [J].
Schulz, H ;
Engelhardt, UH ;
Wegent, A ;
Drews, HH ;
Lapczynski, S .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1999, 47 (12) :5064-5067
[22]   Protective effect of green tea on the risks of chronic gastritis and stomach cancer [J].
Setiawan, VW ;
Zhang, ZF ;
Yu, GP ;
Lu, QY ;
Li, YL ;
Lu, ML ;
Wang, MR ;
Guo, CH ;
Yu, SZ ;
Kurtz, RC ;
Hsieh, CC .
INTERNATIONAL JOURNAL OF CANCER, 2001, 92 (04) :600-604
[23]  
Shibata K, 2000, J Epidemiol, V10, P310
[24]   Inhibition of carcinogenesis by tea [J].
Yang, CS ;
Maliakal, P ;
Meng, XF .
ANNUAL REVIEW OF PHARMACOLOGY AND TOXICOLOGY, 2002, 42 :25-54
[25]   Simultaneous analysis of purine alkaloids and catechins in Camellia sinensis, Camellia ptilophylla and Camellia assamica var. kucha by HPLC [J].
Yang, Xiao Rong ;
Ye, Chuang Xing ;
Xu, Jie Kun ;
Jiang, Yue Ming .
FOOD CHEMISTRY, 2007, 100 (03) :1132-1136
[26]   INFLUENCE OF CATECHINS AND THEAFLAVINS ON THE ASTRINGENT TASTE OF BLACK TEA BREWS [J].
DING, Z ;
KUHR, S ;
ENGELHARDT, UH .
ZEITSCHRIFT FUR LEBENSMITTEL-UNTERSUCHUNG UND-FORSCHUNG, 1992, 195 (02) :108-111
[27]   Determination of total antioxidant capacity in green tea by near-infrared spectroscopy and multivariate calibration [J].
Zhang, MH ;
Luypaert, J ;
Pierna, JAF ;
Xu, QS ;
Massart, DL .
TALANTA, 2004, 62 (01) :25-35