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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2018-11-01
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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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