Study on the Discrimination of Gentiana Rigescens with Different Processing Methods by Using FTIR Spectroscopy
文献类型: 外文期刊
作者: Shen Yun-xia 1 ; Zhao Yan-li 2 ; Zhang Ji 2 ; Wang Yuan-zhong 2 ; Zhang Qing-zhi 1 ;
作者机构: 1.Yunnan Univ Tradit Chinese Med, Coll Chinese Mat Med, Kunming 650500, Peoples R China
2.Yunnan Acad Agr Sci, Inst Med Plants, Kunming 650500, Peoples R China
关键词: Gentiana rigescens;Processed methods;Fourier transform infrared spectroscopy;Principal component analysis;Discrimination analysis
期刊名称:SPECTROSCOPY AND SPECTRAL ANALYSIS ( 影响因子:0.589; 五年影响因子:0.504 )
ISSN: 1000-0593
年卷期: 2016 年 36 卷 5 期
页码:
收录情况: SCI
摘要: The Processing of traditional Chinese medicine (TCM) is the key to clinical application of TCM, and processing has functions such as enhancing the efficacy, attenuating the toxicity andmoderating medicine property. In order to the realizing safe, reasonable and effective use of medicine in clinical, research on identification of TCM processed products is of great significance. The Gentiana rigescens samples which processed with five different methods were discriminated by Fourier transform infrared spectroscopy (FTIR). Baseline correction and normalization were used to pretreat all original spectra and the noise was cut off. The spectra range was from 3 400 to 600 cm(-1). The effect of multiple scattering correction and standard normal variable on the model were observed and compared. Samples were divided into calibration set and prediction set at the ratio of 3 : 1. The principal component analysis (PCA) was applied to reduce data dimensionality and discriminant analysis model was established. The result indicated that the main absorption peaks of samples were 3 378, 2 922, 1 732, 1 610, 1 417, 1 366, 1 316, 1 271, 1 068, 1 048 cm(-1) which 1 738, 1 643, 1 613, 1 420, 1 051 cm(-1) as to gentiopicrin; 1 068, 1 048, 935 cm(-1) as to carbohydrate. The accumulation contribution rate of first three principal components is 94. 05%. Most of the information reflected the original data. There were differences among different samples. The result of discriminant analysis showed that the recognition rate of G. rigescens samples could achieve to 100% based on baseline correction and normalization treatment combined with MSC with the ptecondition of principal component scores being 10. In conclusion, FTIR is a feasible, rapid and non-destructive method to discriminate G. rigescens samples wtih different processing methods. It also provided reference for discrimination of processed products of medicine materials.
- 相关文献
作者其他论文 更多>>
-
Identification of Boletus Species Based on Discriminant Analysis of Partial Least Squares and Random Forest Algorithm
作者:Chen Feng-xia;Li Jie-qing;Fan Mao-pan;Yang Tian-wei;Liu Hong-gao;Wang Yuan-zhong
关键词:Boletus; Mid-infrared spectroscopy; Ultraviolet spectroscopy; Discriminant analysis by partial least squares; Random forest; Data fusion
-
Data Fusion of ATR-FTIR and UV-Vis Spectra to Identify the Origin of Polygonatum Kingianum
作者:Zhang Jiao;Wang Yuan-zhong;Yang Wei-ze;Zhang Jin-yu;Zhang Jiao
关键词:Polygonatum kingianum; Origin identification; Data fusion; ATR-FTIR; UV-Vis
-
The Origin Identification Study of Boletus Edulis Based on the Infrared Spctrum Data Fusion Strategy
作者:Hu Yi-ran;Li Jie-qing;Fan Mao-pan;Liu Hong-gao;Wang Yuan-zhong
关键词:Boletus edulis; Geographic origin identification; Data fusion; Fourier transform mid-infrared spectrum; Fourier transform near infrared spectrum
-
Infrared Spectral Study on the Origin Identification of Boletus Tomentipes Based on the Random Forest Algorithm and Data Fusion Strategy
作者:Hu Yi-ran;Li Jie-qing;Fan Mao-pan;Liu Hong-gao;Wang Yuan-zhong
关键词:Boletus tomentipes; Geographic origin identification; Data fusion; Fourier transform mid-infrared spectrum; Fourier transform near infrared spectrum
-
Traceability of Boletus Edulis Origin by Multispectral Analysis Combined With Mineral Elements From Different Parts
作者:Chen Feng-xia;Li Jie-qing;Fan Mao-pan;Yang Tian-wei;Liu Hong-gao;Wang Yuan-zhong
关键词:Boletus eduils; Multi-spectral analysis; Mineral; Identification of producing areas
-
Study on Differentiation of Swertia leducii and Its Closely Relative Species Based on Data Fusion of Spectra and Chromatography
作者:Yu Ye-xia;Li Li;Yu Ye-xia;Wang Yuan-zhong
关键词:Data fusion; Species differentiation; Swertia leducii; Closely relative species; Fourier transform infrared spectroscopy; Ultra-performance liquid chromatography
-
Application of 17 Classification Algorithms for Authentication Research of Various Boletus
作者:Zhang Yu;Li Jie-qing;Liu Hong-gao;Zhang Yu;Wang Yuan-zhong;Li Tao
关键词:Boletaceae; FTIR; Species identification; Different parts; data fusion