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Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy

Current assays for acrylamide screening rely heavily on LC-MS/MS or GC-MS, techniques that are not suitable to support point of manufacturing verification because it can take several weeks to receive results from a laboratory. A portable sensor that can detect acrylamide levels in real-time would en...

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Autores principales: Aykas, Didem P., Urtubia, Alejandra, Wong, Kevin, Ren, Luju, López-Lira, Claudia, Rodriguez-Saona, Luis E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8879073/
https://www.ncbi.nlm.nih.gov/pubmed/35208950
http://dx.doi.org/10.3390/molecules27041161
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author Aykas, Didem P.
Urtubia, Alejandra
Wong, Kevin
Ren, Luju
López-Lira, Claudia
Rodriguez-Saona, Luis E.
author_facet Aykas, Didem P.
Urtubia, Alejandra
Wong, Kevin
Ren, Luju
López-Lira, Claudia
Rodriguez-Saona, Luis E.
author_sort Aykas, Didem P.
collection PubMed
description Current assays for acrylamide screening rely heavily on LC-MS/MS or GC-MS, techniques that are not suitable to support point of manufacturing verification because it can take several weeks to receive results from a laboratory. A portable sensor that can detect acrylamide levels in real-time would enable in-house testing to safeguard both the safety of the consumer and the economic security of the agricultural supplier. Our objective was to develop a rapid, accurate, and real-time screening technique to detect the acrylamide content in par-fried frozen French fries based on a portable infrared device. Par-fried French fries (n = 70) were manufactured at times ranging from 1 to 5.5 min at 180 °C to yield a wide range of acrylamide levels. Spectra of samples were collected using a portable FT-IR device operating from 4000 to 700 cm(−1). Acrylamide was extracted using QuEChERS and quantified using uHPLC-MS/MS. Predictive algorithms were generated using partial least squares regression (PLSR). Acrylamide levels in French fries ranged from 52.0 to 812.8 µg/kg. The best performance of the prediction algorithms required transformation of the acrylamide levels using a logarithm function with models giving a coefficient of correlation (Rcv) of 0.93 and RPD as 3.8, which means the mid-IR model can be used for process control applications. Our data corroborate the potential of portable infrared devices for acrylamide screening of high-risk foods.
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spelling pubmed-88790732022-02-26 Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy Aykas, Didem P. Urtubia, Alejandra Wong, Kevin Ren, Luju López-Lira, Claudia Rodriguez-Saona, Luis E. Molecules Article Current assays for acrylamide screening rely heavily on LC-MS/MS or GC-MS, techniques that are not suitable to support point of manufacturing verification because it can take several weeks to receive results from a laboratory. A portable sensor that can detect acrylamide levels in real-time would enable in-house testing to safeguard both the safety of the consumer and the economic security of the agricultural supplier. Our objective was to develop a rapid, accurate, and real-time screening technique to detect the acrylamide content in par-fried frozen French fries based on a portable infrared device. Par-fried French fries (n = 70) were manufactured at times ranging from 1 to 5.5 min at 180 °C to yield a wide range of acrylamide levels. Spectra of samples were collected using a portable FT-IR device operating from 4000 to 700 cm(−1). Acrylamide was extracted using QuEChERS and quantified using uHPLC-MS/MS. Predictive algorithms were generated using partial least squares regression (PLSR). Acrylamide levels in French fries ranged from 52.0 to 812.8 µg/kg. The best performance of the prediction algorithms required transformation of the acrylamide levels using a logarithm function with models giving a coefficient of correlation (Rcv) of 0.93 and RPD as 3.8, which means the mid-IR model can be used for process control applications. Our data corroborate the potential of portable infrared devices for acrylamide screening of high-risk foods. MDPI 2022-02-09 /pmc/articles/PMC8879073/ /pubmed/35208950 http://dx.doi.org/10.3390/molecules27041161 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
Aykas, Didem P.
Urtubia, Alejandra
Wong, Kevin
Ren, Luju
López-Lira, Claudia
Rodriguez-Saona, Luis E.
Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy
title Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy
title_full Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy
title_fullStr Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy
title_full_unstemmed Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy
title_short Screening of Acrylamide of Par-Fried Frozen French Fries Using Portable FT-IR Spectroscopy
title_sort screening of acrylamide of par-fried frozen french fries using portable ft-ir spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8879073/
https://www.ncbi.nlm.nih.gov/pubmed/35208950
http://dx.doi.org/10.3390/molecules27041161
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