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Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch
Gentiana rigescens Franch. ex Hemsl. is an important medicinal plant in China and the over exploitation of wild resources has affected its quality and clinical efficacy. The accumulation of plant secondary metabolites is not only determined by their genetic characteristics but also influenced by env...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387691/ https://www.ncbi.nlm.nih.gov/pubmed/32793274 http://dx.doi.org/10.3389/fpls.2020.01128 |
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author | Liu, Lu Zuo, Zhi-tian Xu, Fu-rong Wang, Yuan-zhong |
author_facet | Liu, Lu Zuo, Zhi-tian Xu, Fu-rong Wang, Yuan-zhong |
author_sort | Liu, Lu |
collection | PubMed |
description | Gentiana rigescens Franch. ex Hemsl. is an important medicinal plant in China and the over exploitation of wild resources has affected its quality and clinical efficacy. The accumulation of plant secondary metabolites is not only determined by their genetic characteristics but also influenced by environmental factors. At present, many studies on evaluating the environmental conditions of its planting area are still in the qualitative stage. Therefore, it is necessary to establish a systematic evaluation method to deeply analyze the impact of environmental factors on the quality of medicinal materials and quickly verify the geographical origin. In this study, the contents of five iridoids (loganic acid, swertiamarin, sweroside, gentiopicroside and 6'-O-β-D-glucopyranosylgentiopicroside) of G. rigescens from 45 different origins (including 441 individuals) of Yunnan Province in China were analyzed by high performance liquid chromatography. Analytical procedures of one-way analysis of variance, correlation analysis, principal components analysis, and hierarchical cluster analysis were employed to interpret the correlation of iridoid content and environmental factors. Fourier transform infrared spectroscopy (FT-IR) combined with two multivariate analysis methods (partial least squares discriminant analysis; support vector machines, SVM) was used to discriminate four major producing areas (158 individuals). The combination of SVM with grid search algorithm achieved an accuracy of 100% in the test set. One-way analysis of variance showed that the contents of five iridoids in root tissues of G. rigescens varied significantly among different origins, which was also verified by the chemometrics analysis results of hierarchical cluster analysis. The results of correlation analysis indicated that the high value of altitude and precipitation were unfavorable for the accumulation of these five iridoids. A correlation between increase of temperature and iridoid accumulation was observed. This study provided a certain theoretical basis for the resource protection and development of G. rigescens based on the correlation analysis between the ecological environment factors and quality. |
format | Online Article Text |
id | pubmed-7387691 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73876912020-08-12 Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch Liu, Lu Zuo, Zhi-tian Xu, Fu-rong Wang, Yuan-zhong Front Plant Sci Plant Science Gentiana rigescens Franch. ex Hemsl. is an important medicinal plant in China and the over exploitation of wild resources has affected its quality and clinical efficacy. The accumulation of plant secondary metabolites is not only determined by their genetic characteristics but also influenced by environmental factors. At present, many studies on evaluating the environmental conditions of its planting area are still in the qualitative stage. Therefore, it is necessary to establish a systematic evaluation method to deeply analyze the impact of environmental factors on the quality of medicinal materials and quickly verify the geographical origin. In this study, the contents of five iridoids (loganic acid, swertiamarin, sweroside, gentiopicroside and 6'-O-β-D-glucopyranosylgentiopicroside) of G. rigescens from 45 different origins (including 441 individuals) of Yunnan Province in China were analyzed by high performance liquid chromatography. Analytical procedures of one-way analysis of variance, correlation analysis, principal components analysis, and hierarchical cluster analysis were employed to interpret the correlation of iridoid content and environmental factors. Fourier transform infrared spectroscopy (FT-IR) combined with two multivariate analysis methods (partial least squares discriminant analysis; support vector machines, SVM) was used to discriminate four major producing areas (158 individuals). The combination of SVM with grid search algorithm achieved an accuracy of 100% in the test set. One-way analysis of variance showed that the contents of five iridoids in root tissues of G. rigescens varied significantly among different origins, which was also verified by the chemometrics analysis results of hierarchical cluster analysis. The results of correlation analysis indicated that the high value of altitude and precipitation were unfavorable for the accumulation of these five iridoids. A correlation between increase of temperature and iridoid accumulation was observed. This study provided a certain theoretical basis for the resource protection and development of G. rigescens based on the correlation analysis between the ecological environment factors and quality. Frontiers Media S.A. 2020-07-22 /pmc/articles/PMC7387691/ /pubmed/32793274 http://dx.doi.org/10.3389/fpls.2020.01128 Text en Copyright © 2020 Liu, Zuo, Xu and Wang http://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 Liu, Lu Zuo, Zhi-tian Xu, Fu-rong Wang, Yuan-zhong Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch |
title | Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch |
title_full | Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch |
title_fullStr | Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch |
title_full_unstemmed | Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch |
title_short | Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch |
title_sort | study on quality response to environmental factors and geographical traceability of wild gentiana rigescens franch |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387691/ https://www.ncbi.nlm.nih.gov/pubmed/32793274 http://dx.doi.org/10.3389/fpls.2020.01128 |
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