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A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer
Both the increasing number and diversity of illicit‐drug seizures complicate forensic drug identification. Traditionally, colorimetric tests are performed on‐site, followed by transport to a laboratory for confirmatory analysis. Higher caseloads increase laboratory workload and associated transport...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9305489/ https://www.ncbi.nlm.nih.gov/pubmed/35098685 http://dx.doi.org/10.1002/dta.3231 |
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author | Kranenburg, Ruben F. Ramaker, Henk‐Jan Sap, Sharon van Asten, Arian C. |
author_facet | Kranenburg, Ruben F. Ramaker, Henk‐Jan Sap, Sharon van Asten, Arian C. |
author_sort | Kranenburg, Ruben F. |
collection | PubMed |
description | Both the increasing number and diversity of illicit‐drug seizures complicate forensic drug identification. Traditionally, colorimetric tests are performed on‐site, followed by transport to a laboratory for confirmatory analysis. Higher caseloads increase laboratory workload and associated transport and chain‐of‐evidence assurance performed by police officers. Colorimetric tests are specific only for a small set of drugs. The rise of new psychoactive substances therefore introduces risks for erroneous results. Near‐infrared (NIR)‐based analyzers may overcome these encumbrances by their compound‐specific spectral selectivity and broad applicability. This work introduces a portable NIR analyzer that combines a broad wavelength range (1300–2600 nm) with a chemometric model developed specifically for forensic samples. The application requires only a limited set of reference spectra for time‐efficient model training. This calibration‐light approach thus eliminates the need of extensive training sets including mixtures. Performance was demonstrated with 520 casework samples resulting in a 99.6% true negative and 97.6% true positive rate for cocaine. Similar results were obtained for MDMA, methamphetamine, ketamine, and heroin. Additionally, 236 samples were analyzed by scanning directly through their plastic packaging. Also here, a >97% true positive rate was obtained. This allows for non‐invasive, operator‐safe chemical identification of potentially potent drugs of abuse. Our results demonstrate the applicability for multiple drug‐related substances. Ideally, the combination of this NIR approach with other portable techniques, such as Raman and IR spectroscopy and electrochemical tests, may eventually eliminate the need for subsequent laboratory analysis; therefore, saving tremendous resources in the overall forensic process of confirmatory illicit drug identification. |
format | Online Article Text |
id | pubmed-9305489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93054892022-07-28 A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer Kranenburg, Ruben F. Ramaker, Henk‐Jan Sap, Sharon van Asten, Arian C. Drug Test Anal Research Articles Both the increasing number and diversity of illicit‐drug seizures complicate forensic drug identification. Traditionally, colorimetric tests are performed on‐site, followed by transport to a laboratory for confirmatory analysis. Higher caseloads increase laboratory workload and associated transport and chain‐of‐evidence assurance performed by police officers. Colorimetric tests are specific only for a small set of drugs. The rise of new psychoactive substances therefore introduces risks for erroneous results. Near‐infrared (NIR)‐based analyzers may overcome these encumbrances by their compound‐specific spectral selectivity and broad applicability. This work introduces a portable NIR analyzer that combines a broad wavelength range (1300–2600 nm) with a chemometric model developed specifically for forensic samples. The application requires only a limited set of reference spectra for time‐efficient model training. This calibration‐light approach thus eliminates the need of extensive training sets including mixtures. Performance was demonstrated with 520 casework samples resulting in a 99.6% true negative and 97.6% true positive rate for cocaine. Similar results were obtained for MDMA, methamphetamine, ketamine, and heroin. Additionally, 236 samples were analyzed by scanning directly through their plastic packaging. Also here, a >97% true positive rate was obtained. This allows for non‐invasive, operator‐safe chemical identification of potentially potent drugs of abuse. Our results demonstrate the applicability for multiple drug‐related substances. Ideally, the combination of this NIR approach with other portable techniques, such as Raman and IR spectroscopy and electrochemical tests, may eventually eliminate the need for subsequent laboratory analysis; therefore, saving tremendous resources in the overall forensic process of confirmatory illicit drug identification. John Wiley and Sons Inc. 2022-02-09 2022-06 /pmc/articles/PMC9305489/ /pubmed/35098685 http://dx.doi.org/10.1002/dta.3231 Text en © 2022 The Authors. Drug Testing and Analysis published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Kranenburg, Ruben F. Ramaker, Henk‐Jan Sap, Sharon van Asten, Arian C. A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer |
title | A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer |
title_full | A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer |
title_fullStr | A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer |
title_full_unstemmed | A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer |
title_short | A calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer |
title_sort | calibration friendly approach to identify drugs of abuse mixtures with a portable near‐infrared analyzer |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9305489/ https://www.ncbi.nlm.nih.gov/pubmed/35098685 http://dx.doi.org/10.1002/dta.3231 |
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