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Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch
- Source :
- Frontiers in Plant Science, Frontiers in Plant Science, Vol 11 (2020)
- Publication Year :
- 2020
- Publisher :
- Frontiers Media SA, 2020.
-
Abstract
- 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.
- Subjects :
- Multivariate analysis
iridoid content
Iridoid
medicine.drug_class
Plant Science
lcsh:Plant culture
Biology
01 natural sciences
Chemometrics
Correlation
03 medical and health sciences
Fourier transform infrared
environmental factors
Partial least squares regression
Statistics
medicine
lcsh:SB1-1110
quality control
Original Research
030304 developmental biology
0303 health sciences
010401 analytical chemistry
Linear discriminant analysis
0104 chemical sciences
Hierarchical clustering
Gentiana rigescens
geographical traceability
Principal component analysis
quantitative determination
Subjects
Details
- ISSN :
- 1664462X
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Frontiers in Plant Science
- Accession number :
- edsair.doi.dedup.....fe5c88021de3f37d677319611f6e9b2d
- Full Text :
- https://doi.org/10.3389/fpls.2020.01128