Rapid Discrimination for Traditional Complex Herbal Medicines from Different Parts, Collection Time, and Origins Using High-Performance Liquid Chromatography and Near-Infrared Spectral Fingerprints with Aid of Pattern Recognition Methods
Joint Authors
Fu, Hai-Yan
Fan, Yao
Zhang, Xu
Lan, Hanyue
Yang, Tianming
Shao, Mei
Li, Sihan
Source
Journal of Analytical Methods in Chemistry
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-09
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
As an effective method, the fingerprint technique, which emphasized the whole compositions of samples, has already been used in various fields, especially in identifying and assessing the quality of herbal medicines.
High-performance liquid chromatography (HPLC) and near-infrared (NIR), with their unique characteristics of reliability, versatility, precision, and simple measurement, played an important role among all the fingerprint techniques.
In this paper, a supervised pattern recognition method based on PLSDA algorithm by HPLC and NIR has been established to identify the information of Hibiscus mutabilis L.
and Berberidis radix, two common kinds of herbal medicines.
By comparing component analysis (PCA), linear discriminant analysis (LDA), and particularly partial least squares discriminant analysis (PLSDA) with different fingerprint preprocessing of NIR spectra variables, PLSDA model showed perfect functions on the analysis of samples as well as chromatograms.
Most important, this pattern recognition method by HPLC and NIR can be used to identify different collection parts, collection time, and different origins or various species belonging to the same genera of herbal medicines which proved to be a promising approach for the identification of complex information of herbal medicines.
American Psychological Association (APA)
Fu, Hai-Yan& Fan, Yao& Zhang, Xu& Lan, Hanyue& Yang, Tianming& Shao, Mei…[et al.]. 2015. Rapid Discrimination for Traditional Complex Herbal Medicines from Different Parts, Collection Time, and Origins Using High-Performance Liquid Chromatography and Near-Infrared Spectral Fingerprints with Aid of Pattern Recognition Methods. Journal of Analytical Methods in Chemistry،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1067232
Modern Language Association (MLA)
Fu, Hai-Yan…[et al.]. Rapid Discrimination for Traditional Complex Herbal Medicines from Different Parts, Collection Time, and Origins Using High-Performance Liquid Chromatography and Near-Infrared Spectral Fingerprints with Aid of Pattern Recognition Methods. Journal of Analytical Methods in Chemistry No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1067232
American Medical Association (AMA)
Fu, Hai-Yan& Fan, Yao& Zhang, Xu& Lan, Hanyue& Yang, Tianming& Shao, Mei…[et al.]. Rapid Discrimination for Traditional Complex Herbal Medicines from Different Parts, Collection Time, and Origins Using High-Performance Liquid Chromatography and Near-Infrared Spectral Fingerprints with Aid of Pattern Recognition Methods. Journal of Analytical Methods in Chemistry. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1067232
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1067232