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Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity

The fraud phenomenon is currently widespread in the traditional Chinese medicine Radix Astragali (RA) market, especially where high-quality RA is substituted with low-quality RA. In this case, focused on polysaccharides from RA, the classification models were established for discrimination of RA fro...

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Autores principales: Guo, Yali, Wang, Bing, Gu, Lifei, Yin, Guo, Wang, Shuhong, Li, Meifang, Wang, Lijun, Yu, Xie-An, Wang, Tiejie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10458787/
https://www.ncbi.nlm.nih.gov/pubmed/37630314
http://dx.doi.org/10.3390/molecules28166063
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author Guo, Yali
Wang, Bing
Gu, Lifei
Yin, Guo
Wang, Shuhong
Li, Meifang
Wang, Lijun
Yu, Xie-An
Wang, Tiejie
author_facet Guo, Yali
Wang, Bing
Gu, Lifei
Yin, Guo
Wang, Shuhong
Li, Meifang
Wang, Lijun
Yu, Xie-An
Wang, Tiejie
author_sort Guo, Yali
collection PubMed
description The fraud phenomenon is currently widespread in the traditional Chinese medicine Radix Astragali (RA) market, especially where high-quality RA is substituted with low-quality RA. In this case, focused on polysaccharides from RA, the classification models were established for discrimination of RA from different growth patterns, origins, species, and growth years. 1H Nuclear Magnetic Resonance (H(1)-NMR) was used to establish the spectroscopy of polysaccharides from RA, which were used to distinguish RA via chemical pattern recognition methods. Specifically, orthogonal partial least squares discriminant analysis (OPLS-DA) and linear discriminant analysis (LDA) were used to successfully establish the classification models for RA from different growth patterns, origins, species, and growth years. The satisfactory parameters and high accuracy of internal and external verification of each model exhibited the reliable and good prediction ability of the developed models. In addition, the polysaccharide content and immunological activity were also tested, which was evaluated by the phagocytic activity of RAW 264.7. And the result showed that growth patterns and origins significantly affected the quality of RA. However, there was no significant difference in the aspects of origins and growth years. Accordingly, the developed strategy combined with chemical information, biological activity, and multivariate statistical method can provide new insight for the quality evaluation of traditional Chinese medicine.
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spelling pubmed-104587872023-08-27 Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity Guo, Yali Wang, Bing Gu, Lifei Yin, Guo Wang, Shuhong Li, Meifang Wang, Lijun Yu, Xie-An Wang, Tiejie Molecules Article The fraud phenomenon is currently widespread in the traditional Chinese medicine Radix Astragali (RA) market, especially where high-quality RA is substituted with low-quality RA. In this case, focused on polysaccharides from RA, the classification models were established for discrimination of RA from different growth patterns, origins, species, and growth years. 1H Nuclear Magnetic Resonance (H(1)-NMR) was used to establish the spectroscopy of polysaccharides from RA, which were used to distinguish RA via chemical pattern recognition methods. Specifically, orthogonal partial least squares discriminant analysis (OPLS-DA) and linear discriminant analysis (LDA) were used to successfully establish the classification models for RA from different growth patterns, origins, species, and growth years. The satisfactory parameters and high accuracy of internal and external verification of each model exhibited the reliable and good prediction ability of the developed models. In addition, the polysaccharide content and immunological activity were also tested, which was evaluated by the phagocytic activity of RAW 264.7. And the result showed that growth patterns and origins significantly affected the quality of RA. However, there was no significant difference in the aspects of origins and growth years. Accordingly, the developed strategy combined with chemical information, biological activity, and multivariate statistical method can provide new insight for the quality evaluation of traditional Chinese medicine. MDPI 2023-08-15 /pmc/articles/PMC10458787/ /pubmed/37630314 http://dx.doi.org/10.3390/molecules28166063 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guo, Yali
Wang, Bing
Gu, Lifei
Yin, Guo
Wang, Shuhong
Li, Meifang
Wang, Lijun
Yu, Xie-An
Wang, Tiejie
Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity
title Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity
title_full Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity
title_fullStr Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity
title_full_unstemmed Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity
title_short Discrimination of Radix Astragali from Different Growth Patterns, Origins, Species, and Growth Years by an H(1)-NMR Spectrogram of Polysaccharide Analysis Combined with Chemical Pattern Recognition and Determination of Its Polysaccharide Content and Immunological Activity
title_sort discrimination of radix astragali from different growth patterns, origins, species, and growth years by an h(1)-nmr spectrogram of polysaccharide analysis combined with chemical pattern recognition and determination of its polysaccharide content and immunological activity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10458787/
https://www.ncbi.nlm.nih.gov/pubmed/37630314
http://dx.doi.org/10.3390/molecules28166063
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