Cargando…

Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics

The Raman analysis of marijuana is challenging because of the sample’s easy photo-degradation caused by the laser intensity. In this study, optimization of collection parameters and laser focusing on marijuana trichome heads allowed collecting Raman spectra without damaging the samples. The Raman sp...

Descripción completa

Detalles Bibliográficos
Autores principales: Ramos-Guerrero, Luis, Montalvo, Gemma, Cosmi, Marzia, García-Ruiz, Carmen, Ortega-Ojeda, Fernando E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8948958/
https://www.ncbi.nlm.nih.gov/pubmed/35324740
http://dx.doi.org/10.3390/toxics10030115
_version_ 1784674778340130816
author Ramos-Guerrero, Luis
Montalvo, Gemma
Cosmi, Marzia
García-Ruiz, Carmen
Ortega-Ojeda, Fernando E.
author_facet Ramos-Guerrero, Luis
Montalvo, Gemma
Cosmi, Marzia
García-Ruiz, Carmen
Ortega-Ojeda, Fernando E.
author_sort Ramos-Guerrero, Luis
collection PubMed
description The Raman analysis of marijuana is challenging because of the sample’s easy photo-degradation caused by the laser intensity. In this study, optimization of collection parameters and laser focusing on marijuana trichome heads allowed collecting Raman spectra without damaging the samples. The Raman spectra of Δ(9)-tetrahydrocannabinol (THC), cannabidiol (CBD), and cannabinol (CBN) standard cannabinoids were compared with Raman spectra of five different types of marijuana: four Sativa varieties (Amnesia Haze, Amnesia Hy-Pro, Original Amnesia, and Y Griega) and one Indica variety (Black Domina). The results verified the presence of several common spectral bands that are useful for marijuana characterization. Results were corroborated by the quantum chemical simulated Raman spectra of their acid-form (tetrahydrocannabinol acid (THCA), cannabidiol acid (CBDA)) and decarboxylated cannabinoids (THC, CBD, and CBN). A chemometrics-assisted method based on Raman microscopy and OPLS-DA offered good classification among the different marijuana varieties allowing identification of the most significant spectral bands.
format Online
Article
Text
id pubmed-8948958
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-89489582022-03-26 Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics Ramos-Guerrero, Luis Montalvo, Gemma Cosmi, Marzia García-Ruiz, Carmen Ortega-Ojeda, Fernando E. Toxics Article The Raman analysis of marijuana is challenging because of the sample’s easy photo-degradation caused by the laser intensity. In this study, optimization of collection parameters and laser focusing on marijuana trichome heads allowed collecting Raman spectra without damaging the samples. The Raman spectra of Δ(9)-tetrahydrocannabinol (THC), cannabidiol (CBD), and cannabinol (CBN) standard cannabinoids were compared with Raman spectra of five different types of marijuana: four Sativa varieties (Amnesia Haze, Amnesia Hy-Pro, Original Amnesia, and Y Griega) and one Indica variety (Black Domina). The results verified the presence of several common spectral bands that are useful for marijuana characterization. Results were corroborated by the quantum chemical simulated Raman spectra of their acid-form (tetrahydrocannabinol acid (THCA), cannabidiol acid (CBDA)) and decarboxylated cannabinoids (THC, CBD, and CBN). A chemometrics-assisted method based on Raman microscopy and OPLS-DA offered good classification among the different marijuana varieties allowing identification of the most significant spectral bands. MDPI 2022-02-28 /pmc/articles/PMC8948958/ /pubmed/35324740 http://dx.doi.org/10.3390/toxics10030115 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ramos-Guerrero, Luis
Montalvo, Gemma
Cosmi, Marzia
García-Ruiz, Carmen
Ortega-Ojeda, Fernando E.
Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics
title Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics
title_full Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics
title_fullStr Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics
title_full_unstemmed Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics
title_short Classification of Various Marijuana Varieties by Raman Microscopy and Chemometrics
title_sort classification of various marijuana varieties by raman microscopy and chemometrics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8948958/
https://www.ncbi.nlm.nih.gov/pubmed/35324740
http://dx.doi.org/10.3390/toxics10030115
work_keys_str_mv AT ramosguerreroluis classificationofvariousmarijuanavarietiesbyramanmicroscopyandchemometrics
AT montalvogemma classificationofvariousmarijuanavarietiesbyramanmicroscopyandchemometrics
AT cosmimarzia classificationofvariousmarijuanavarietiesbyramanmicroscopyandchemometrics
AT garciaruizcarmen classificationofvariousmarijuanavarietiesbyramanmicroscopyandchemometrics
AT ortegaojedafernandoe classificationofvariousmarijuanavarietiesbyramanmicroscopyandchemometrics