Study on Quality Response to Environmental Factors and Geographical Traceability of Wild Gentiana rigescens Franch

线性判别分析 主成分分析 偏最小二乘回归 层次聚类 化学计量学 统计 环烯醚萜 数学 多元统计 生物 植物 计算机科学 机器学习 聚类分析 糖苷
作者
Liu Lu,Zhi‐Tian Zuo,Furong Xu,Yuanzhong Wang
出处
期刊:Frontiers in Plant Science [Frontiers Media]
卷期号:11 被引量:27
标识
DOI:10.3389/fpls.2020.01128
摘要

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.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
Liora发布了新的文献求助10
1秒前
姚林枝发布了新的文献求助10
2秒前
2秒前
清脆的芷天完成签到,获得积分10
2秒前
江竹兰完成签到,获得积分10
3秒前
研友_VZG7GZ应助二十一日采纳,获得10
4秒前
4秒前
乐乐应助LILI2采纳,获得10
4秒前
CodeCraft应助睡不醒采纳,获得10
4秒前
lingluo发布了新的文献求助10
4秒前
Imp完成签到,获得积分10
5秒前
5秒前
lyyyyyy完成签到,获得积分10
5秒前
5秒前
6秒前
江竹兰发布了新的文献求助10
6秒前
璇璇发布了新的文献求助10
7秒前
Lucas应助HHHH采纳,获得10
7秒前
7秒前
纸鸢发布了新的文献求助10
8秒前
10秒前
11秒前
ClaudiaCY发布了新的文献求助10
11秒前
共享精神应助高兴的煎饼采纳,获得30
12秒前
13秒前
阿瑜发布了新的文献求助10
14秒前
molihuakai应助皮在痒采纳,获得10
14秒前
阿散散散发布了新的文献求助10
15秒前
秋丶凡尘完成签到,获得积分10
15秒前
洁净艳一完成签到,获得积分10
15秒前
15秒前
丘比特应助大魔术师采纳,获得10
16秒前
希望天下0贩的0应助zege采纳,获得10
16秒前
田様应助一口一个柚子采纳,获得10
18秒前
漫漫完成签到,获得积分10
19秒前
dde应助科研牛马采纳,获得10
20秒前
20秒前
啦啦完成签到,获得积分10
20秒前
ZhifuChen完成签到,获得积分10
21秒前
高分求助中
Adhesion Science: Principles & Practice 1234
Signals, Systems, and Signal Processing 610
The Resilient Mindset 400
Impact of Storage Orientation and Duration on Prefilled Syringe Performance: Break-Loose and Glide Forces, and Injection Time Across Multiple Time Points 360
Programming for Chemical Engineers Using C, C++, and MATLAB 300
Upland Kenya wild flowers and ferns: a flora of the flowers, ferns, grasses, and sedges of highland Kenya 300
Disturbing the Quiet Life? Competition and CEO Incentives 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6652908
求助须知:如何正确求助?哪些是违规求助? 8406741
关于积分的说明 17975342
捐赠科研通 5848633
什么是DOI,文献DOI怎么找? 2971888
邀请新用户注册赠送积分活动 1947418
关于科研通互助平台的介绍 1868007