Monitoring of cannabinoids in hemp flours by MicroNIR/Chemometrics.
Cannabinoids
Chemometrics
Hemp flour
MicroNIR
Journal
Talanta
ISSN: 1873-3573
Titre abrégé: Talanta
Pays: Netherlands
ID NLM: 2984816R
Informations de publication
Date de publication:
01 May 2020
01 May 2020
Historique:
received:
16
12
2019
revised:
20
12
2019
accepted:
22
12
2019
entrez:
20
2
2020
pubmed:
20
2
2020
medline:
8
10
2020
Statut:
ppublish
Résumé
Cannabinoids in hemp plant are strictly located in the inflorescence, in particular in top side of the plant while a lower amount may be found in the leaves. As a consequence, the lower amount of cannabinoids which can be recovered in the hemp flours is obtained from seeds, thus from contamination during harvesting procedures. To this aim, a screening test for the real time detection of cannabinoids in hemp flour was developed by a miniaturized analytical platform based on the MicroNIR spectrometer. Chemometrics was used to develop models of prediction to identify the cannabinoids and simultaneously to quantify the residual amounts in order to accomplish specific regulatory legislation according to the country. In particular, Partial Least Square-Discriminant Analysis (PLS-DA) and Partial Least Square regression (PLSr) were applied and results demonstrated that MicroNIR/Chemometric platform permit to differentiate hemp flours according to the presence of CBD, THC and CBG. In addition, for each cannabinoid, a quantification method was developed in the range 0.001-0.1 %ww, and their performances were evaluated by comparing results to those obtained by the reference procedures. Processing of the real samples provided a suitable correlation and confirmed the capabilities of this innovative platform to be used for the monitoring of the residual content of cannabinoids in hemp flours.
Identifiants
pubmed: 32070595
pii: S0039-9140(19)31305-0
doi: 10.1016/j.talanta.2019.120672
pii:
doi:
Substances chimiques
Cannabinoids
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
120672Informations de copyright
Copyright © 2019 Elsevier B.V. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of competing interest The authors have declared no conflict of interest.