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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10458787 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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