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ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin

Alternative routes such as virus transmission or cross-contamination by food have been suggested, due to reported cases of SARS-CoV-2 in frozen chicken wings and fish or seafood. Delay in routine testing due to the dependence on the PCR technique as the standard method leads to greater virus dissemi...

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Autores principales: Tessaro, Leticia, Mutz, Yhan da Silva, Andrade, Jelmir Craveiro de, Aquino, Adriano, Belem, Natasha Kilsy Rocha, Silva, Flávia Galindo Silvestre, Conte-Junior, Carlos Adam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Published by Elsevier B.V. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473138/
https://www.ncbi.nlm.nih.gov/pubmed/36126622
http://dx.doi.org/10.1016/j.saa.2022.121883
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author Tessaro, Leticia
Mutz, Yhan da Silva
Andrade, Jelmir Craveiro de
Aquino, Adriano
Belem, Natasha Kilsy Rocha
Silva, Flávia Galindo Silvestre
Conte-Junior, Carlos Adam
author_facet Tessaro, Leticia
Mutz, Yhan da Silva
Andrade, Jelmir Craveiro de
Aquino, Adriano
Belem, Natasha Kilsy Rocha
Silva, Flávia Galindo Silvestre
Conte-Junior, Carlos Adam
author_sort Tessaro, Leticia
collection PubMed
description Alternative routes such as virus transmission or cross-contamination by food have been suggested, due to reported cases of SARS-CoV-2 in frozen chicken wings and fish or seafood. Delay in routine testing due to the dependence on the PCR technique as the standard method leads to greater virus dissemination. Therefore, alternative detection methods such as FTIR spectroscopy emerge as an option. Here, we demonstrate a fast (3 min), simple and reagent-free methodology using attenuated total reflection-Fourier transform infrared (ATR-FTIR) spectroscopy for discrimination of food (chicken, beef and fish) contaminated with the SARS-CoV-2 virus. From the IR spectra of the samples, the “bio-fingerprint” (800 – 1900 cm(−1)) was selected to investigate the distinctions caused by the virus contamination. Exploratory analysis of the spectra, using Principal Component of Analysis (PCA), indicated the differentiation in the data due to the presence of single bands, marked as contamination from nucleic acids including viral RNA. Furthermore, the partial least squares discriminant analysis (PLS-DA) classification model allowed for discrimination of each matrix in its pure form and its contaminated counterpart with sensitivity, specificity and accuracy of 100 %. Therefore, this study indicates that the use of ATR-FTIR can offer a fast and low cost and not require chemical reagents and with minimal sample preparation to detect the SARS-CoV-2 virus in food matrices, ensuring food safety and non-dissemination by consumers.
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spelling pubmed-94731382022-09-15 ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin Tessaro, Leticia Mutz, Yhan da Silva Andrade, Jelmir Craveiro de Aquino, Adriano Belem, Natasha Kilsy Rocha Silva, Flávia Galindo Silvestre Conte-Junior, Carlos Adam Spectrochim Acta A Mol Biomol Spectrosc Article Alternative routes such as virus transmission or cross-contamination by food have been suggested, due to reported cases of SARS-CoV-2 in frozen chicken wings and fish or seafood. Delay in routine testing due to the dependence on the PCR technique as the standard method leads to greater virus dissemination. Therefore, alternative detection methods such as FTIR spectroscopy emerge as an option. Here, we demonstrate a fast (3 min), simple and reagent-free methodology using attenuated total reflection-Fourier transform infrared (ATR-FTIR) spectroscopy for discrimination of food (chicken, beef and fish) contaminated with the SARS-CoV-2 virus. From the IR spectra of the samples, the “bio-fingerprint” (800 – 1900 cm(−1)) was selected to investigate the distinctions caused by the virus contamination. Exploratory analysis of the spectra, using Principal Component of Analysis (PCA), indicated the differentiation in the data due to the presence of single bands, marked as contamination from nucleic acids including viral RNA. Furthermore, the partial least squares discriminant analysis (PLS-DA) classification model allowed for discrimination of each matrix in its pure form and its contaminated counterpart with sensitivity, specificity and accuracy of 100 %. Therefore, this study indicates that the use of ATR-FTIR can offer a fast and low cost and not require chemical reagents and with minimal sample preparation to detect the SARS-CoV-2 virus in food matrices, ensuring food safety and non-dissemination by consumers. Published by Elsevier B.V. 2023-01-15 2022-09-14 /pmc/articles/PMC9473138/ /pubmed/36126622 http://dx.doi.org/10.1016/j.saa.2022.121883 Text en © 2022 Published by Elsevier B.V. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Tessaro, Leticia
Mutz, Yhan da Silva
Andrade, Jelmir Craveiro de
Aquino, Adriano
Belem, Natasha Kilsy Rocha
Silva, Flávia Galindo Silvestre
Conte-Junior, Carlos Adam
ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin
title ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin
title_full ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin
title_fullStr ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin
title_full_unstemmed ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin
title_short ATR-FTIR spectroscopy and chemometrics as a quick and simple alternative for discrimination of SARS-CoV-2 infected food of animal origin
title_sort atr-ftir spectroscopy and chemometrics as a quick and simple alternative for discrimination of sars-cov-2 infected food of animal origin
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473138/
https://www.ncbi.nlm.nih.gov/pubmed/36126622
http://dx.doi.org/10.1016/j.saa.2022.121883
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