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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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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 |
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