Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality control

A technique for the determination of tannin content in traditional Chinese medicine injections (TCMI) was developed based on ultraviolet (UV) spectroscopy. Chemometrics were used to construct a mathematical model of absorption spectrum and tannin reference content of Danshen and Guanxinning injectio...

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Main Authors: Hongxia Huang, Yuanyuan Lv, Xiaoyi Sun, Shuangshuang Fu, Xuefang Lou, Zengmei Liu
Format: Article
Language:English
Published: World Scientific Publishing 2018-11-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S1793545818500347
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spelling doaj-8a0743b39407482aa204dd36392421932020-11-25T01:17:07ZengWorld Scientific PublishingJournal of Innovative Optical Health Sciences1793-54581793-72052018-11-011161850034-11850034-1010.1142/S179354581850034710.1142/S1793545818500347Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality controlHongxia Huang0Yuanyuan Lv1Xiaoyi Sun2Shuangshuang Fu3Xuefang Lou4Zengmei Liu5School of Medicine, Zhejiang University City College, Hangzhou 310015, P. R. ChinaSchool of Medicine, Zhejiang University City College, Hangzhou 310015, P. R. ChinaSchool of Medicine, Zhejiang University City College, Hangzhou 310015, P. R. ChinaThe No. Four People’s Hospital of YuYao, Jinhua 315000, P. R. ChinaSchool of Medicine, Zhejiang University City College, Hangzhou 310015, P. R. ChinaSchool of Medicine, Zhejiang University City College, Hangzhou 310015, P. R. ChinaA technique for the determination of tannin content in traditional Chinese medicine injections (TCMI) was developed based on ultraviolet (UV) spectroscopy. Chemometrics were used to construct a mathematical model of absorption spectrum and tannin reference content of Danshen and Guanxinning injections, and the model was verified and applied. The results showed that the established UV-based spectral partial least squares regression (PLS) tannin content model performed well with a correlation coefficient (r) of 0.952, root mean square error of calibration (RMSEC) of 0.476μg/ml, root mean square error of validation (RMSEV) of 1.171μg/ml, and root mean square error of prediction (RMSEP) of 0.465μg/ml. Pattern recognition models using linear discriminant analysis (LDA) and k nearest neighbor (k-NN) classifiers based on UV spectrum could successfully classify different types of injections and different manufacturers. The established method to measure tannin content based on UV spectroscopy is simple, rapid and reliable and provides technical support for quality control of tannin in Chinese medicine injections.http://www.worldscientific.com/doi/pdf/10.1142/S1793545818500347ultraviolet spectrumtannin contenttraditional chinese medicine injectionpattern recognition modelpartial least squares regression
collection DOAJ
language English
format Article
sources DOAJ
author Hongxia Huang
Yuanyuan Lv
Xiaoyi Sun
Shuangshuang Fu
Xuefang Lou
Zengmei Liu
spellingShingle Hongxia Huang
Yuanyuan Lv
Xiaoyi Sun
Shuangshuang Fu
Xuefang Lou
Zengmei Liu
Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality control
Journal of Innovative Optical Health Sciences
ultraviolet spectrum
tannin content
traditional chinese medicine injection
pattern recognition model
partial least squares regression
author_facet Hongxia Huang
Yuanyuan Lv
Xiaoyi Sun
Shuangshuang Fu
Xuefang Lou
Zengmei Liu
author_sort Hongxia Huang
title Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality control
title_short Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality control
title_full Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality control
title_fullStr Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality control
title_full_unstemmed Rapid determination of tannin in Danshen and Guanxinning injections using UV spectrophotometry for quality control
title_sort rapid determination of tannin in danshen and guanxinning injections using uv spectrophotometry for quality control
publisher World Scientific Publishing
series Journal of Innovative Optical Health Sciences
issn 1793-5458
1793-7205
publishDate 2018-11-01
description A technique for the determination of tannin content in traditional Chinese medicine injections (TCMI) was developed based on ultraviolet (UV) spectroscopy. Chemometrics were used to construct a mathematical model of absorption spectrum and tannin reference content of Danshen and Guanxinning injections, and the model was verified and applied. The results showed that the established UV-based spectral partial least squares regression (PLS) tannin content model performed well with a correlation coefficient (r) of 0.952, root mean square error of calibration (RMSEC) of 0.476μg/ml, root mean square error of validation (RMSEV) of 1.171μg/ml, and root mean square error of prediction (RMSEP) of 0.465μg/ml. Pattern recognition models using linear discriminant analysis (LDA) and k nearest neighbor (k-NN) classifiers based on UV spectrum could successfully classify different types of injections and different manufacturers. The established method to measure tannin content based on UV spectroscopy is simple, rapid and reliable and provides technical support for quality control of tannin in Chinese medicine injections.
topic ultraviolet spectrum
tannin content
traditional chinese medicine injection
pattern recognition model
partial least squares regression
url http://www.worldscientific.com/doi/pdf/10.1142/S1793545818500347
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