Real time detection of amphetamine in oral fluids by MicroNIR/Chemometrics.


Journal

Talanta
ISSN: 1873-3573
Titre abrégé: Talanta
Pays: Netherlands
ID NLM: 2984816R

Informations de publication

Date de publication:
01 Feb 2020
Historique:
received: 04 09 2019
revised: 03 10 2019
accepted: 07 10 2019
entrez: 11 12 2019
pubmed: 11 12 2019
medline: 5 6 2020
Statut: ppublish

Résumé

In this work, a novel coupled approach MicroNIR/Chemometrics based on a miniaturized and portable spectrometer is proposed for the on site detection of amphetamines (AMP) in non pretreated oral fluids. In particular, the coupling of MicroNIR with chemometrics was investigated with the aim of developing a fast and accurate approach able to perform the on-site prediction of AMP abuse. A predictive model to be used in real cases was developed by collecting specimens from volunteers and spiked samples with increasing amounts of AMP were prepared to optimize calibration. Partial Least Square-Discriminant Analysis (PLS-DA) and Partial Least Square regression (PLS) were involved to detect and quantify AMP. Results demonstrated that MicroNIR/Chemometric platform is statistically able to identify AMP abuse in simulated oral fluid samples containing, with the accuracy and sensitivity of the actual proposed official reference methods. The method was checked against false positive and true positive response and results proved to be those required for confirmatory analyses. This method would permit to simplify AMP abuse monitoring for roadside drug testing or workplace surveillance and may be of help at first aid points.

Identifiants

pubmed: 31816788
pii: S0039-9140(19)31089-6
doi: 10.1016/j.talanta.2019.120456
pii:
doi:

Substances chimiques

Central Nervous System Stimulants 0
Amphetamine CK833KGX7E

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

120456

Informations de copyright

Copyright © 2019 Elsevier B.V. All rights reserved.

Auteurs

Roberta Risoluti (R)

Department of Chemistry -"Sapienza" University of Rome, P.le A.Moro 5, 00185, Rome, Italy. Electronic address: roberta.risoluti@uniroma1.it.

Giuseppina Gullifa (G)

Department of Chemistry -"Sapienza" University of Rome, P.le A.Moro 5, 00185, Rome, Italy.

Francesca Buiarelli (F)

Department of Chemistry -"Sapienza" University of Rome, P.le A.Moro 5, 00185, Rome, Italy.

Stefano Materazzi (S)

Department of Chemistry -"Sapienza" University of Rome, P.le A.Moro 5, 00185, Rome, Italy.

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Classifications MeSH