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Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics

In the present work, a fast, relatively cheap, and green analytical strategy to identify and quantify the fraudulent (or voluntary) addition of a drug (alprazolam, the API of Xanax(®)) to an alcoholic drink of large consumption, namely gin and tonic, was developed using coupling near-infrared spectr...

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Detalles Bibliográficos
Autores principales: Scappaticci, Claudia, Spera, Stella, Biancolillo, Alessandra, Marini, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572568/
https://www.ncbi.nlm.nih.gov/pubmed/36234957
http://dx.doi.org/10.3390/molecules27196420
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author Scappaticci, Claudia
Spera, Stella
Biancolillo, Alessandra
Marini, Federico
author_facet Scappaticci, Claudia
Spera, Stella
Biancolillo, Alessandra
Marini, Federico
author_sort Scappaticci, Claudia
collection PubMed
description In the present work, a fast, relatively cheap, and green analytical strategy to identify and quantify the fraudulent (or voluntary) addition of a drug (alprazolam, the API of Xanax(®)) to an alcoholic drink of large consumption, namely gin and tonic, was developed using coupling near-infrared spectroscopy (NIR) and chemometrics. The approach used was both qualitative and quantitative as models were built that would allow for highlighting the presence of alprazolam with high accuracy, and to quantify its concentration with, in many cases, an acceptable error. Classification models built using partial least squares discriminant analysis (PLS-DA) allowed for identifying whether a drink was spiked or not with the drug, with a prediction accuracy in the validation phase often higher than 90%. On the other hand, calibration models established through the use of partial least squares (PLS) regression allowed for quantifying the drug added with errors of the order of 2–5 mg/L.
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spelling pubmed-95725682022-10-17 Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics Scappaticci, Claudia Spera, Stella Biancolillo, Alessandra Marini, Federico Molecules Article In the present work, a fast, relatively cheap, and green analytical strategy to identify and quantify the fraudulent (or voluntary) addition of a drug (alprazolam, the API of Xanax(®)) to an alcoholic drink of large consumption, namely gin and tonic, was developed using coupling near-infrared spectroscopy (NIR) and chemometrics. The approach used was both qualitative and quantitative as models were built that would allow for highlighting the presence of alprazolam with high accuracy, and to quantify its concentration with, in many cases, an acceptable error. Classification models built using partial least squares discriminant analysis (PLS-DA) allowed for identifying whether a drink was spiked or not with the drug, with a prediction accuracy in the validation phase often higher than 90%. On the other hand, calibration models established through the use of partial least squares (PLS) regression allowed for quantifying the drug added with errors of the order of 2–5 mg/L. MDPI 2022-09-28 /pmc/articles/PMC9572568/ /pubmed/36234957 http://dx.doi.org/10.3390/molecules27196420 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
Scappaticci, Claudia
Spera, Stella
Biancolillo, Alessandra
Marini, Federico
Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics
title Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics
title_full Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics
title_fullStr Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics
title_full_unstemmed Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics
title_short Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics
title_sort detection and quantification of alprazolam added to long drinks by near infrared spectroscopy and chemometrics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572568/
https://www.ncbi.nlm.nih.gov/pubmed/36234957
http://dx.doi.org/10.3390/molecules27196420
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