Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine
At present, Tradition Chinese Medicine (TCM) industry in China is in the stage from the empirical development to industrial production. Near infrared (NIR) spectroscopy has been widely used in the quality control of TCM’s modernization with its characteristics including rapidness, nondestruction, si...
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doaj-bfab3d69a42c4888a4f62d7dd6b3529f2020-11-24T22:20:13ZengWorld Scientific PublishingJournal of Innovative Optical Health Sciences1793-54581793-72052018-01-011111850004-11850004-1110.1142/S179354581850004910.1142/S1793545818500049Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engineJiayue Wang0Tongtong Li1Hailong Yang2Tian Hu3Lei Nie4Fei Wang5Manel Alcalà6Hengchang Zang7School of Pharmaceutical Sciences, Shandong University, Wenhuaxi Road 44, Jinan 250012, ChinaSchool of Pharmaceutical Sciences, Shandong University, Wenhuaxi Road 44, Jinan 250012, ChinaFOSS (Beijing) Science Technology and Trading Co., Ltd, Zhong Guan Cun South Street, Beijing 100081, ChinaSchool of Pharmaceutical Sciences, Shandong University, Wenhuaxi Road 44, Jinan 250012, ChinaSchool of Pharmaceutical Sciences, Shandong University, Wenhuaxi Road 44, Jinan 250012, ChinaSchool of Pharmaceutical Sciences, Shandong University, Wenhuaxi Road 44, Jinan 250012, ChinaDepartment of Chemistry, Faculty of Sciences, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, SpainSchool of Pharmaceutical Sciences, Shandong University, Wenhuaxi Road 44, Jinan 250012, ChinaAt present, Tradition Chinese Medicine (TCM) industry in China is in the stage from the empirical development to industrial production. Near infrared (NIR) spectroscopy has been widely used in the quality control of TCM’s modernization with its characteristics including rapidness, nondestruction, simplicity, economy, and so on. In this study, as one type of a portable micro NIR spectrometer, Micro NIR 1700 was used to establish the qualitative models for identification of geographical region and authenticity of Radix codonopsis based on discriminant analysis (DA) method. Both of the DA models had better predictive ability with 100% accuracy. In addition, a method for rapid quantitative analysis of polysaccharide in Radix codonopsis was also developed based on Micro NIR 1700 spectrometer with partial least-squares (PLS) algorithm. In the PLS calibration model, the NIR spectra of samples were pretreated with different preprocessing methods and the spectral region was selected with different variable selection methods as well. The performance of the final PLS model was evaluated according to correlation coefficient of calibration (Rc), correlation coefficient of prediction (Rp), root mean squared error of cross validation (RMSECV), and root mean squared of prediction (RMSEP). The values of Rc, Rp, RMSECV, and RMSEP were 0.9775, 0.9602, 2.496, and 2.734g/mL, respectively. This work demonstrated that micro infrared spectrometer could be more convenient and rapid for quality control of Radix codonopsis, and the presented models would be a useful reference for quality control of other similar raw materials of TCM.http://www.worldscientific.com/doi/pdf/10.1142/S1793545818500049Tradition Chinese MedicineMicro NIR 1700 spectrometerRadix codonopsis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jiayue Wang Tongtong Li Hailong Yang Tian Hu Lei Nie Fei Wang Manel Alcalà Hengchang Zang |
spellingShingle |
Jiayue Wang Tongtong Li Hailong Yang Tian Hu Lei Nie Fei Wang Manel Alcalà Hengchang Zang Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine Journal of Innovative Optical Health Sciences Tradition Chinese Medicine Micro NIR 1700 spectrometer Radix codonopsis |
author_facet |
Jiayue Wang Tongtong Li Hailong Yang Tian Hu Lei Nie Fei Wang Manel Alcalà Hengchang Zang |
author_sort |
Jiayue Wang |
title |
Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine |
title_short |
Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine |
title_full |
Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine |
title_fullStr |
Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine |
title_full_unstemmed |
Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine |
title_sort |
geographical origin discrimination and polysaccharides quantitative analysis of radix codonopsis with micro near-infrared spectrometer engine |
publisher |
World Scientific Publishing |
series |
Journal of Innovative Optical Health Sciences |
issn |
1793-5458 1793-7205 |
publishDate |
2018-01-01 |
description |
At present, Tradition Chinese Medicine (TCM) industry in China is in the stage from the empirical development to industrial production. Near infrared (NIR) spectroscopy has been widely used in the quality control of TCM’s modernization with its characteristics including rapidness, nondestruction, simplicity, economy, and so on. In this study, as one type of a portable micro NIR spectrometer, Micro NIR 1700 was used to establish the qualitative models for identification of geographical region and authenticity of Radix codonopsis based on discriminant analysis (DA) method. Both of the DA models had better predictive ability with 100% accuracy. In addition, a method for rapid quantitative analysis of polysaccharide in Radix codonopsis was also developed based on Micro NIR 1700 spectrometer with partial least-squares (PLS) algorithm. In the PLS calibration model, the NIR spectra of samples were pretreated with different preprocessing methods and the spectral region was selected with different variable selection methods as well. The performance of the final PLS model was evaluated according to correlation coefficient of calibration (Rc), correlation coefficient of prediction (Rp), root mean squared error of cross validation (RMSECV), and root mean squared of prediction (RMSEP). The values of Rc, Rp, RMSECV, and RMSEP were 0.9775, 0.9602, 2.496, and 2.734g/mL, respectively. This work demonstrated that micro infrared spectrometer could be more convenient and rapid for quality control of Radix codonopsis, and the presented models would be a useful reference for quality control of other similar raw materials of TCM. |
topic |
Tradition Chinese Medicine Micro NIR 1700 spectrometer Radix codonopsis |
url |
http://www.worldscientific.com/doi/pdf/10.1142/S1793545818500049 |
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