Phytocannabinomics: Untargeted metabolomics as a tool for cannabis chemovar differentiation

被引:47
作者
Cerrato, Andrea [1 ]
Citti, Cinzia [2 ,3 ]
Cannazza, Giuseppe [2 ,3 ]
Capriotti, Anna Laura [1 ]
Cavaliere, Chiara [1 ]
Grassi, Giampaolo [4 ]
Marini, Federico [1 ]
Montone, Carmela Maria [1 ]
Paris, Roberta [5 ]
Piovesana, Susy [1 ]
Lagana, Aldo [1 ,3 ]
机构
[1] Sapienza Univ Rome, Dept Chem, Piazzale Aldo Moro 5, I-00185 Rome, Italy
[2] Univ Modena & Reggio Emilia, Dept Life Sci, Via Giuseppe Campi 287, I-41125 Modena, Italy
[3] Univ Salento, CNR NANOTEC, Campus Ecotekne,Via Monteroni, I-73100 Lecce, Italy
[4] Res Ctr Cereal & Ind Crops, CREA, Via G Amendola 82, I-45100 Rovigo, Italy
[5] Res Ctr Cereal & Ind Crops, CREA, Via Corticella 133, I-40128 Bologna, Italy
关键词
Phytocannabinoids; Cannabis chemotypes; High-resolution mass spectrometry; Metabolomics; Chemometrics; MARKER-ASSISTED SELECTION; HEMP;
D O I
10.1016/j.talanta.2021.122313
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Cannabis sativa is traditionally classified according to five chemotypes based on the concentration of the main phytocannabinoids tetrahydrocannabinol (THC), cannabidiol (CBD), and cannabigerol (CBG). However, cannabis chemovars and varieties very often present similar concentrations of such phytocannabinoids but different chemical profiles, which is unavoidably translated into different pharmacological effects when used for therapeutic purposes. For this reason, a more refined approach is needed for chemovar distinction, which is described in this study and named phytocannabinomics. The classification was achieved by a comprehensive characterization of the phytocannabinoid composition, by liquid chromatography coupled to high-resolution mass spectrometry untargeted metabolomics for the detection of over a hundred phytocannabinoids, and data analysis by chemometrics for chemovars differentiation. The method was developed on fifty cannabis varieties, grown under the same conditions, and was validated to discriminate between the standard chemotypes by partial least squares discriminant analysis. Then, the method was extended to consider the entire chemical variety of the cannabis accessions, by an unsupervised approach based on the principal component analysis. The latter approach clearly indicated several new subgroups within the traditional classifications, which arise from a unique composition of the minor phytocannabinoids. The existence of these subgroups, which were never described before, is of critical importance for evaluating the pharmacological effects of cannabis chemovars.
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页数:9
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