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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;...

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Autores principales: Zhang, Ying, Jiang, Kunxia, Chen, Sisi, Wang, Lina, Zhang, Xun, Xu, Wen, Yam, Mun Fei, Wu, Changhui, Xu, Wei, Lin, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
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.
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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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