Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1784658811757264896 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8879073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT aykasdidemp screeningofacrylamideofparfriedfrozenfrenchfriesusingportableftirspectroscopy AT urtubiaalejandra screeningofacrylamideofparfriedfrozenfrenchfriesusingportableftirspectroscopy AT wongkevin screeningofacrylamideofparfriedfrozenfrenchfriesusingportableftirspectroscopy AT renluju screeningofacrylamideofparfriedfrozenfrenchfriesusingportableftirspectroscopy AT lopezliraclaudia screeningofacrylamideofparfriedfrozenfrenchfriesusingportableftirspectroscopy AT rodriguezsaonaluise screeningofacrylamideofparfriedfrozenfrenchfriesusingportableftirspectroscopy |