Discrimination of the Coptis chinensis geographic origins with surface enhanced Raman scattering spectroscopy
He, Shixuan1; Liu, Xiaohong2; Zhang, Wei1; Xie, Wanyi1; Zhang, Hua1; Fu, Weiling2; Liu, Hong1; Liu, Xiaoling3; Xu, Yuanjian1; Yang, Dajian3
刊名CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
2015-08-15
卷号146页码:472-477
关键词Coptis Chinensis Berberine Surface Enhanced Raman Scattering Spectroscopy Principal Component Analysis Geographic Origins
ISSN号0169-7439
DOI10.1016/j.chemolab.2015.07.002
英文摘要

In this paper, we have developed a novel method which can identify the geographic origins of the Coptis chinensis using the surface enhanced Raman scattering spectroscopy (SERS) without requiring the strict separation and complex preprocessing. The main characteristic Raman peaks information can be employed to distinguish the Coptis chinensis from different origins. The unsupervised exploratory analysis principal component analysis (PCA) is applied to raw SERS spectra as well as the SEAS spectra treated with the improved asymmetric least squares (IAsLS) baseline correction method. The supervised DPLS model is employed to validate the discrimination of Coptis chinensis origins. The results indicate that the main characteristic Raman peaks information of Coptis chinensis, which is consistent with the liquid chromatography analysis results, is different from their geographic origins. Moreover, PCA and DPLS score plots results further depict SERS spectroscopy can be applied to discriminate the origins of Coptis chinensis. Therefore, SERS spectroscopy is a suitable method for identifying the origins upon the berberine content in Coptis chinensis as well as many other detection applications. (C) 2015 Elsevier B.V. All rights reserved.

资助项目National Natural Science Foundation of China[21207165] ; CAS action-plan for West Development[KZCX2-X83-14] ; West Light Foundation of Chinese Academy of Sciences ; Youth Innovation Promotion Association of CAS[2015316] ; One Hundred Talents Program of Chinese Academy of Sciences ; National High Technology Research and Development Program of China (863 Program)[2015AA021107]
WOS研究方向Automation & Control Systems ; Chemistry ; Computer Science ; Instruments & Instrumentation ; Mathematics
语种英语
出版者ELSEVIER SCIENCE BV
WOS记录号WOS:000360595100051
内容类型期刊论文
源URL[http://119.78.100.138/handle/2HOD01W0/1882]  
专题精准医疗单分子诊断技术研究中心
科研公共服务平台
太赫兹技术研究中心
水污染过程与治理研究中心
作者单位1.Chinese Acad Sci, Chongqing Inst Green & Intelligent Technol, Chongqing 400714, Peoples R China
2.Third Mil Med Univ, Southwest Hosp, Dept Lab Med, Chongqing 400038, Peoples R China
3.Chongqing Acad Chinese Meteria Med, Chongqing 400065, Peoples R China
推荐引用方式
GB/T 7714
He, Shixuan,Liu, Xiaohong,Zhang, Wei,et al. Discrimination of the Coptis chinensis geographic origins with surface enhanced Raman scattering spectroscopy[J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS,2015,146:472-477.
APA He, Shixuan.,Liu, Xiaohong.,Zhang, Wei.,Xie, Wanyi.,Zhang, Hua.,...&Gao, Yimeng.(2015).Discrimination of the Coptis chinensis geographic origins with surface enhanced Raman scattering spectroscopy.CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS,146,472-477.
MLA He, Shixuan,et al."Discrimination of the Coptis chinensis geographic origins with surface enhanced Raman scattering spectroscopy".CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 146(2015):472-477.
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