亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Rapid discrimination and screening of volatile markers for varietal recognition of Curcumae Radix using ATR-FTIR and HS-GC-MS combined with chemometrics

化学计量学 线性判别分析 主成分分析 偏最小二乘回归 化学 模式识别(心理学) 色谱法 气相色谱-质谱法 质谱法 人工智能 数学 计算机科学 统计
作者
Le Wang,Xiang Li,Yu Wang,Xueyang Ren,Xiaoyun Liu,Ying Dong,Jiamu Ma,Ruolan Song,Jing Wei,Axiang Yu,Qiqi Fan,Dongjie Shan,Jianling Yao,Gaimei She
出处
期刊:Journal of Ethnopharmacology [Elsevier BV]
卷期号:280: 114422-114422 被引量:31
标识
DOI:10.1016/j.jep.2021.114422
摘要

Curcumae Radix (Yujin) has a long medicinal use history in China, which is used to cure diseases like jaundice, cholelithiasis caused by dampness-heat of gallbladder and liver, and so on. It comes from the dried tuberous roots of C. kwangsiensis (Guiyujin), C. longa (Huangyujin), C. phaeocaulis (Lvyujin) and C. wenyujin (Wenyujin). Though there are differences in chemical compositions and pharmacological activities among the four species of Yujin, they have not been differentiated well in clinical application due to their similar morphological characterizations.In this study, the four species of Yujin were rapidly and accurately discriminated. The potential volatile markers for varietal recognition were identified.Attenuated total reflection fourier transformed infrared (ATR-FTIR) spectroscopy combined with chemometrics was used to rapidly discriminate the four species of Yujin. Headspace-gas chromatography-mass spectrometry (HS-GC-MS) technology coupled with chemometrics was employed to characterize volatile profiling, differentiate species and select potential markers for varietal recognition of Yujin.By applying PCA (principal components analysis) and HCA (hierarchical cluster analysis), HS-GC-MS realized complete differentiation of the four species of Yujin, while ATR-FTIR only recognized Guiyuijin. Back propagation neural network (BP-NN), KNN (K-nearest neighbor) and LDA (linear discriminant analysis) models based on spectral data achieved 100% discriminant accuracies. Support vector machines (SVM), KNN and PLS-DA (partial least square discriminant analysis) models based on volatile compounds also realized 100% discriminant accuracies. Additionally, the potential volatile markers for varietal recognition of Yujin were screened using PLS-DA, including 2 for Guiyujin, 6 for Lvyujin, 9 for Wenyujin and 13 for Huangyujin.The present study developed reliable methods for the varietal discrimination and volatile compounds characterization of Yujin, which will provide references for its quality control and clinical efficacy.
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
科研通AI6.2应助reborn采纳,获得10
1秒前
11秒前
13秒前
清嘉发布了新的文献求助10
17秒前
reborn发布了新的文献求助10
22秒前
清嘉完成签到,获得积分10
26秒前
37秒前
TT完成签到,获得积分10
40秒前
43秒前
所所应助Su73采纳,获得10
45秒前
46秒前
清嘉发布了新的文献求助10
49秒前
共享精神应助reborn采纳,获得10
49秒前
cy0824发布了新的文献求助200
53秒前
科研通AI2S应助科研通管家采纳,获得10
58秒前
Owen应助科研通管家采纳,获得10
58秒前
1分钟前
1分钟前
1分钟前
LiYaru发布了新的文献求助10
1分钟前
etoile发布了新的文献求助30
1分钟前
gszy1975完成签到,获得积分10
1分钟前
1分钟前
1分钟前
1分钟前
好好好发布了新的文献求助10
1分钟前
ly发布了新的文献求助30
1分钟前
星落枝头发布了新的文献求助10
1分钟前
Momo01应助krajicek采纳,获得10
1分钟前
1分钟前
caca完成签到,获得积分0
1分钟前
慈祥的冰淇淋完成签到 ,获得积分10
1分钟前
猴面包树发布了新的文献求助10
1分钟前
SciGPT应助星落枝头采纳,获得10
1分钟前
ly发布了新的文献求助10
1分钟前
在水一方应助Soap采纳,获得10
1分钟前
1分钟前
1分钟前
1分钟前
1分钟前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
The recovery-stress questionnaires : user manual 800
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 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7257452
求助须知:如何正确求助?哪些是违规求助? 8879428
关于积分的说明 18757050
捐赠科研通 6937891
什么是DOI,文献DOI怎么找? 3201074
关于科研通互助平台的介绍 2375192
邀请新用户注册赠送积分活动 2176930