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
  • [41] Simultaneous analysis of polychlorinated biphenyls and polychlorinated naphthalenes by isotope dilution comprehensive two-dimensional gas chromatography high-resolution time-of-flight mass spectrometry
    Xia, Dan
    Gao, Lirong
    Zheng, Minghui
    Wang, Shasha
    Liu, Guorui
    ANALYTICA CHIMICA ACTA, 2016, 937 : 160 - 167
  • [42] Steroid identification via deep learning retention time predictions and two-dimensional gas chromatography-high resolution mass spectrometry
    Randazzo, Giuseppe Marco
    Bileck, Andrea
    Danani, Andrea
    Vogt, Bruno
    Groessl, Michael
    JOURNAL OF CHROMATOGRAPHY A, 2020, 1612
  • [43] Determination of free steroidal compounds in vegetable oils by comprehensive two-dimensional gas chromatography coupled to time-of-flight mass spectrometry
    Xu, Baocheng
    Zhang, Liangxiao
    Ma, Fei
    Zhang, Wen
    Wang, Xiupin
    Zhang, Qi
    Luo, Denglin
    Ma, Hongyan
    Li, Peiwu
    FOOD CHEMISTRY, 2018, 245 : 415 - 425
  • [44] Chemical characterization of aromatic compounds in extra heavy gas oil by comprehensive two-dimensional gas chromatography coupled to time-of-flight mass spectrometry
    Avila, Barbara M. F.
    Pereira, Ricardo
    Gomes, Alexandre O.
    Azevedo, Debora A.
    JOURNAL OF CHROMATOGRAPHY A, 2011, 1218 (21) : 3208 - 3216
  • [45] Quality assessment of gasoline using comprehensive two-dimensional gas chromatography combined with unfolded partial least squares: A reliable approach for the detection of gasoline adulteration
    Parastar, Hadi
    Mostafapour, Sara
    Azimi, Gholamhasan
    JOURNAL OF SEPARATION SCIENCE, 2016, 39 (02) : 367 - 374
  • [46] Comprehensive two-dimensional liquid chromatography coupled to high resolution time of flight mass spectrometry for chemical characterization of sewage treatment plant effluents
    Ouyang, Xiyu
    Leonards, Pim
    Legler, Juliette
    van der Oost, Ron
    de Boer, Jacob
    Lamoree, Marja
    JOURNAL OF CHROMATOGRAPHY A, 2015, 1380 : 139 - 145
  • [47] Molecular characteristics, sources and environmental risk of aromatic compounds in particulate matter during COVID-2019: Nontarget screening by ultra-high resolution mass spectrometry and comprehensive two-dimensional gas chromatography
    Xu, Chi
    Gao, Lirong
    Lyu, Yibing
    Qiao, Lin
    Huang, Di
    Liu, Yang
    Li, Da
    Zheng, Minghui
    ENVIRONMENT INTERNATIONAL, 2022, 167
  • [48] Fingerprinting of the Unsaponifiable Fraction of Vegetable Oils by Using Cryogenically-Modulated Comprehensive Two-Dimensional Gas Chromatography-High Resolution Time-of-Flight Mass Spectrometry
    Aloisi, Ivan
    Zoccali, Mariosimone
    Dugo, Paola
    Tranchida, Peter Q.
    Mondello, Luigi
    FOOD ANALYTICAL METHODS, 2020, 13 (07) : 1523 - 1529
  • [49] Comprehensive two-dimensional gas chromatography - time-of-flight mass spectrometry and simultaneous electron capture detection/nitrogen phosphorous detection for incense analysis
    Tran, Tin C.
    Marriott, Philip J.
    ATMOSPHERIC ENVIRONMENT, 2008, 42 (32) : 7360 - 7372
  • [50] Fingerprinting of the Unsaponifiable Fraction of Vegetable Oils by Using Cryogenically-Modulated Comprehensive Two-Dimensional Gas Chromatography-High Resolution Time-of-Flight Mass Spectrometry
    Ivan Aloisi
    Mariosimone Zoccali
    Paola Dugo
    Peter Q. Tranchida
    Luigi Mondello
    Food Analytical Methods, 2020, 13 : 1523 - 1529