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Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability
RATIONALE: Ganoderma lucidum (G. lucidum) is a popular medicinal fungus that has been used in traditional medicine for decades, with its provenance influencing its medicinal and commercial worth. The amount of active ingredients and the price of G. lucidum from different origins vary significantly;...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598867/ https://www.ncbi.nlm.nih.gov/pubmed/37885663 http://dx.doi.org/10.3389/fpls.2023.1234729 |
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author | Zhang, Ying Jiang, Kunxia Chen, Sisi Wang, Lina Zhang, Xun Xu, Wen Yam, Mun Fei Wu, Changhui Xu, Wei Lin, Yu |
author_facet | Zhang, Ying Jiang, Kunxia Chen, Sisi Wang, Lina Zhang, Xun Xu, Wen Yam, Mun Fei Wu, Changhui Xu, Wei Lin, Yu |
author_sort | Zhang, Ying |
collection | PubMed |
description | RATIONALE: Ganoderma lucidum (G. lucidum) is a popular medicinal fungus that has been used in traditional medicine for decades, with its provenance influencing its medicinal and commercial worth. The amount of active ingredients and the price of G. lucidum from different origins vary significantly; hence, fraudulent labeling is common. Reliable techniques for G. lucidum geographic verification are urgently required to safeguard the interests of consumers, producers, and honest dealers. A stable isotope is widely acknowledged as a useful traceability technique and could be developed to confirm the geographical origin of G. lucidum. METHODS: G. lucidum samples from various sources and in varying stages were identified by using δ (13)C, δD, δ (18)O, δ (15)N, C, and N contents combined with chemometric tools. Chemometric approaches, including PCA, OPLS-DA, PLS, and FLDA models, were applied to the obtained data. The established models were used to trace the origin of G. lucidum from various sources or track various stages of G. lucidum. RESULTS: In the stage model, the δ (13)C, δD, δ (18)O, δ (15)N, C, and N contents were considered meaningful variables to identify various stages of G. lucidum (bud development, growth, and maturing) using PCA and OPLS-DA and the findings were validated by the PLS model rather than by only four variables (δ (13)C, δD, δ (18)O, and δ (15)N). In the origin model, only four variables, namely δ (13)C, δD, δ (18)O, and δ (15)N, were used. PCA divided G. lucidum samples into four clusters: A (Zhejiang), B (Anhui), C (Jilin), and D (Fujian). The OPLS-DA model could be used to classify the origin of G. lucidum. The model was validated by other test samples (Pseudostellaria heterophylla), and the external test (G. lucidum) by PLS and FLDA models demonstrated external verification accuracy of up to 100%. CONCLUSION: C, H, O, and N stable isotopes and C and N contents combined with chemometric techniques demonstrated considerable potential in the geographic authentication of G. lucidum, providing a promising method to identify stages of G. lucidum. |
format | Online Article Text |
id | pubmed-10598867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105988672023-10-26 Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability Zhang, Ying Jiang, Kunxia Chen, Sisi Wang, Lina Zhang, Xun Xu, Wen Yam, Mun Fei Wu, Changhui Xu, Wei Lin, Yu Front Plant Sci Plant Science RATIONALE: Ganoderma lucidum (G. lucidum) is a popular medicinal fungus that has been used in traditional medicine for decades, with its provenance influencing its medicinal and commercial worth. The amount of active ingredients and the price of G. lucidum from different origins vary significantly; hence, fraudulent labeling is common. Reliable techniques for G. lucidum geographic verification are urgently required to safeguard the interests of consumers, producers, and honest dealers. A stable isotope is widely acknowledged as a useful traceability technique and could be developed to confirm the geographical origin of G. lucidum. METHODS: G. lucidum samples from various sources and in varying stages were identified by using δ (13)C, δD, δ (18)O, δ (15)N, C, and N contents combined with chemometric tools. Chemometric approaches, including PCA, OPLS-DA, PLS, and FLDA models, were applied to the obtained data. The established models were used to trace the origin of G. lucidum from various sources or track various stages of G. lucidum. RESULTS: In the stage model, the δ (13)C, δD, δ (18)O, δ (15)N, C, and N contents were considered meaningful variables to identify various stages of G. lucidum (bud development, growth, and maturing) using PCA and OPLS-DA and the findings were validated by the PLS model rather than by only four variables (δ (13)C, δD, δ (18)O, and δ (15)N). In the origin model, only four variables, namely δ (13)C, δD, δ (18)O, and δ (15)N, were used. PCA divided G. lucidum samples into four clusters: A (Zhejiang), B (Anhui), C (Jilin), and D (Fujian). The OPLS-DA model could be used to classify the origin of G. lucidum. The model was validated by other test samples (Pseudostellaria heterophylla), and the external test (G. lucidum) by PLS and FLDA models demonstrated external verification accuracy of up to 100%. CONCLUSION: C, H, O, and N stable isotopes and C and N contents combined with chemometric techniques demonstrated considerable potential in the geographic authentication of G. lucidum, providing a promising method to identify stages of G. lucidum. Frontiers Media S.A. 2023-10-11 /pmc/articles/PMC10598867/ /pubmed/37885663 http://dx.doi.org/10.3389/fpls.2023.1234729 Text en Copyright © 2023 Zhang, Jiang, Chen, Wang, Zhang, Xu, Yam, Wu, Xu and Lin https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Zhang, Ying Jiang, Kunxia Chen, Sisi Wang, Lina Zhang, Xun Xu, Wen Yam, Mun Fei Wu, Changhui Xu, Wei Lin, Yu Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability |
title | Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability |
title_full | Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability |
title_fullStr | Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability |
title_full_unstemmed | Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability |
title_short | Quality control of Ganoderma lucidum by using C, H, O, and N stable isotopes and C and N contents for geographical traceability |
title_sort | quality control of ganoderma lucidum by using c, h, o, and n stable isotopes and c and n contents for geographical traceability |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598867/ https://www.ncbi.nlm.nih.gov/pubmed/37885663 http://dx.doi.org/10.3389/fpls.2023.1234729 |
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