Resolution of co-eluting compounds of Cannabis Sativa in comprehensive two-dimensional gas chromatography/mass spectrometry detection with Multivariate Curve Resolution-Alternating Least Squares

被引:46
|
作者
Omar, Jone [1 ]
Olivares, Maitane [1 ]
Amigo, Jose Manuel [2 ]
Etxebarria, Nestor [1 ]
机构
[1] Univ Basque Country, Dept Analyt Chem, Fac Sci & Technol, UPV EHU, Bilbao 48080, Basque Country, Spain
[2] Univ Copenhagen, Dept Food Sci Qual & Technol, Fac Sci, DK-1958 Frederiksberg C, Denmark
关键词
Multivariate Curve Resolution-Alternating; Least Squares; MCR-ALS; Comprehensive two-dimensional gas chromatography; Cannabis sativa; Cannabinoids; Sesquiterpenes; SOFT-MODELING APPROACH; MASS-SPECTROMETRY; LIQUID-CHROMATOGRAPHY; ESSENTIAL OILS; TRENDS; OPTIMIZATION; METABOLOMICS; PROFILES;
D O I
10.1016/j.talanta.2013.12.044
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Comprehensive Two Dimensional Gas Chromatography Mass Spectrometry (GC x GC/qMS) analysis of Cannabis sativa extracts shows a high complexity due to the large variety of terpenes and cannabinoids and to the fact that the complete resolution of the peaks is not straightforwardly achieved. In order to support the resolution of the co-eluted peaks in the sesquiterpene and the cannabinoid chromatographic region the combination of Multivariate Curve Resolution and Alternating Least Squares algorithms was satisfactorily applied. As a result, four co-eluting areas were totally resolved in the sesquiterpene region and one in the cannabinoid region in different samples of Cannabis sativa. The comparison of the mass spectral profiles obtained for each resolved peak with theoretical mass spectra allowed the identification of some of the co-eluted peaks. Finally, the classification of the studied samples was achieved based on the relative concentrations of the resolved peaks. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:273 / 280
页数:8
相关论文
共 50 条
  • [1] Resolution and identification of co-eluting alkylphenols in comprehensive two-dimensional gas chromatography-mass spectrometry by multivariate curve resolution-alternating least squares
    Omar, Jone
    Vallejo, Asier
    Olivares, Maitane
    Usobiaga, Aresatz
    Zuloaga, Olatz
    Etxebarria, Nestor
    JOURNAL OF CHEMOMETRICS, 2015, 29 (04) : 237 - 244
  • [2] Solving chromatographic challenges in comprehensive two-dimensional gas chromatography-time-of-flight mass spectrometry using multivariate curve resolution-alternating least squares
    Parastar, Hadi
    Radovic, Jagos R.
    Bayona, Josep M.
    Tauler, Roma
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2013, 405 (19) : 6235 - 6249
  • [3] Automatic peak detection coupled with multivariate curve resolution-alternating least squares for peak resolution in gas chromatography-mass spectrometry
    Zhang, Yue-Ming
    Zhang, Yu-Ying
    Zhang, Qian
    Lv, Yi
    Sun, Tao
    Han, Lu
    Bai, Chang-Cai
    Yu, Yong-Jie
    JOURNAL OF CHROMATOGRAPHY A, 2019, 1601 : 300 - 309
  • [4] Multivariate Curve Resolution-Alternating Least Squares Analysis of High-Resolution Liquid Chromatography-Mass Spectrometry Data
    Sinanian, Melanie M.
    Cook, Daniel W.
    Rutan, Sarah C.
    Wijesinghe, Dayanjan S.
    ANALYTICAL CHEMISTRY, 2016, 88 (22) : 11092 - 11099
  • [5] Solving chromatographic challenges in comprehensive two-dimensional gas chromatography–time-of-flight mass spectrometry using multivariate curve resolution–alternating least squares
    Hadi Parastar
    Jagoš R. Radović
    Josep M. Bayona
    Roma Tauler
    Analytical and Bioanalytical Chemistry, 2013, 405 : 6235 - 6249
  • [6] Resolution of spectrally rank-deficient multivariate curve resolution: alternating least squares components in comprehensive two-dimensional liquid chromatographic analysis
    Tistaert, Christophe
    Bailey, Hope P.
    Allen, Robert C.
    Vander Heyden, Yvan
    Rutan, Sarah C.
    JOURNAL OF CHEMOMETRICS, 2012, 26 (8-9) : 474 - 486
  • [7] Study of the hydrolysis of a sulfonylurea herbicide using liquid chromatography with diode array detection and mass spectrometry by three-way multivariate curve resolution-alternating least squares
    Bezemer, E
    Rutan, S
    ANALYTICAL CHEMISTRY, 2001, 73 (18) : 4403 - 4409
  • [8] Improving Gas Chromatography–Mass Spectrometry Analysis of Essential Oils by Multivariate Curve Resolution: Full Identification of Co-eluting Compounds of Dracocephalum moldavica L.
    Fateme Tajabadi
    Farahnaz Khalighi-Sigaroodi
    Shamsali Rezazadeh
    Chromatographia, 2017, 80 : 1069 - 1077
  • [9] Coupling of sequential injection chromatography with multivariate curve resolution-alternating least-squares for enhancement of peak capacity
    Gomez, Veronica
    Miro, Manuel
    Callao, Maria Pilar
    Cerda, Victor
    ANALYTICAL CHEMISTRY, 2007, 79 (20) : 7767 - 7774
  • [10] Erratum to: Improving Gas Chromatography–Mass Spectrometry Analysis of Essential Oils by Multivariate Curve Resolution: Full Identification of Co-eluting Compounds of Dracocephalum moldavica L.
    Fateme Tajabadi
    Farahnaz Khalighi-Sigaroodi
    Shamsali Rezazadeh
    Chromatographia, 2017, 80 : 1277 - 1277