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Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System

Laser-induced breakdown spectroscopy (LIBS) is an atomic-emission spectroscopy technique that employs a focused laser beam to produce microplasma. Although LIBS was designed for applications in the field of materials science, it has lately been proposed as a method for the compositional analysis of...

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Autores principales: Wu, Xi, Shin, Sungho, Gondhalekar, Carmen, Patsekin, Valery, Bae, Euiwon, Robinson, J. Paul, Rajwa, Bartek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857504/
https://www.ncbi.nlm.nih.gov/pubmed/36673494
http://dx.doi.org/10.3390/foods12020402
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author Wu, Xi
Shin, Sungho
Gondhalekar, Carmen
Patsekin, Valery
Bae, Euiwon
Robinson, J. Paul
Rajwa, Bartek
author_facet Wu, Xi
Shin, Sungho
Gondhalekar, Carmen
Patsekin, Valery
Bae, Euiwon
Robinson, J. Paul
Rajwa, Bartek
author_sort Wu, Xi
collection PubMed
description Laser-induced breakdown spectroscopy (LIBS) is an atomic-emission spectroscopy technique that employs a focused laser beam to produce microplasma. Although LIBS was designed for applications in the field of materials science, it has lately been proposed as a method for the compositional analysis of agricultural goods. We deployed commercial handheld LIBS equipment to illustrate the performance of this promising optical technology in the context of food authentication, as the growing incidence of food fraud necessitates the development of novel portable methods for detection. We focused on regional agricultural commodities such as European Alpine-style cheeses, coffee, spices, balsamic vinegar, and vanilla extracts. Liquid examples, including seven balsamic vinegar products and six representatives of vanilla extract, were measured on a nitrocellulose membrane. No sample preparation was required for solid foods, which consisted of seven brands of coffee beans, sixteen varieties of Alpine-style cheeses, and eight different spices. The pre-processed and standardized LIBS spectra were used to train and test the elastic net-regularized multinomial classifier. The performance of the portable and benchtop LIBS systems was compared and described. The results indicate that field-deployable, portable LIBS devices provide a robust, accurate, and simple-to-use platform for agricultural product verification that requires minimal sample preparation, if any.
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spelling pubmed-98575042023-01-21 Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System Wu, Xi Shin, Sungho Gondhalekar, Carmen Patsekin, Valery Bae, Euiwon Robinson, J. Paul Rajwa, Bartek Foods Article Laser-induced breakdown spectroscopy (LIBS) is an atomic-emission spectroscopy technique that employs a focused laser beam to produce microplasma. Although LIBS was designed for applications in the field of materials science, it has lately been proposed as a method for the compositional analysis of agricultural goods. We deployed commercial handheld LIBS equipment to illustrate the performance of this promising optical technology in the context of food authentication, as the growing incidence of food fraud necessitates the development of novel portable methods for detection. We focused on regional agricultural commodities such as European Alpine-style cheeses, coffee, spices, balsamic vinegar, and vanilla extracts. Liquid examples, including seven balsamic vinegar products and six representatives of vanilla extract, were measured on a nitrocellulose membrane. No sample preparation was required for solid foods, which consisted of seven brands of coffee beans, sixteen varieties of Alpine-style cheeses, and eight different spices. The pre-processed and standardized LIBS spectra were used to train and test the elastic net-regularized multinomial classifier. The performance of the portable and benchtop LIBS systems was compared and described. The results indicate that field-deployable, portable LIBS devices provide a robust, accurate, and simple-to-use platform for agricultural product verification that requires minimal sample preparation, if any. MDPI 2023-01-14 /pmc/articles/PMC9857504/ /pubmed/36673494 http://dx.doi.org/10.3390/foods12020402 Text en © 2023 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
Wu, Xi
Shin, Sungho
Gondhalekar, Carmen
Patsekin, Valery
Bae, Euiwon
Robinson, J. Paul
Rajwa, Bartek
Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System
title Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System
title_full Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System
title_fullStr Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System
title_full_unstemmed Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System
title_short Rapid Food Authentication Using a Portable Laser-Induced Breakdown Spectroscopy System
title_sort rapid food authentication using a portable laser-induced breakdown spectroscopy system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857504/
https://www.ncbi.nlm.nih.gov/pubmed/36673494
http://dx.doi.org/10.3390/foods12020402
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