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Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy

Honey, as a nutritious natural sweetener produced by honeybees, offers a unique biochemical composition with great benefit to human health. Transportation and storage conditions as well as violations of processing can lead to decomposition of vitamins, destruction of the integrity of the antioxidant...

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Detalles Bibliográficos
Autores principales: Antonova, Olga, Calvo, Javier, Seifert, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8623053/
https://www.ncbi.nlm.nih.gov/pubmed/34829173
http://dx.doi.org/10.3390/foods10112892
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author Antonova, Olga
Calvo, Javier
Seifert, Andreas
author_facet Antonova, Olga
Calvo, Javier
Seifert, Andreas
author_sort Antonova, Olga
collection PubMed
description Honey, as a nutritious natural sweetener produced by honeybees, offers a unique biochemical composition with great benefit to human health. Transportation and storage conditions as well as violations of processing can lead to decomposition of vitamins, destruction of the integrity of the antioxidant components and enzymes, and further biochemical changes with impact on nutritional quality. We developed a fast detection method of adulterations or changes of honey caused by thermal exposure, which does not require any sample pretreatment. By Fourier-transform infrared spectroscopy, supported by chemometrics methods, we investigated three types of raw honey before and after heat treatment for varying exposure times at different temperatures. Applying principal component analysis and linear discriminant analysis to the preprocessed spectroscopic data, allowed us to discriminate raw honey from thermally altered ones even at low temperatures of 40 °C with high accuracies ≥90%.
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spelling pubmed-86230532021-11-27 Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy Antonova, Olga Calvo, Javier Seifert, Andreas Foods Article Honey, as a nutritious natural sweetener produced by honeybees, offers a unique biochemical composition with great benefit to human health. Transportation and storage conditions as well as violations of processing can lead to decomposition of vitamins, destruction of the integrity of the antioxidant components and enzymes, and further biochemical changes with impact on nutritional quality. We developed a fast detection method of adulterations or changes of honey caused by thermal exposure, which does not require any sample pretreatment. By Fourier-transform infrared spectroscopy, supported by chemometrics methods, we investigated three types of raw honey before and after heat treatment for varying exposure times at different temperatures. Applying principal component analysis and linear discriminant analysis to the preprocessed spectroscopic data, allowed us to discriminate raw honey from thermally altered ones even at low temperatures of 40 °C with high accuracies ≥90%. MDPI 2021-11-22 /pmc/articles/PMC8623053/ /pubmed/34829173 http://dx.doi.org/10.3390/foods10112892 Text en © 2021 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
Antonova, Olga
Calvo, Javier
Seifert, Andreas
Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy
title Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy
title_full Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy
title_fullStr Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy
title_full_unstemmed Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy
title_short Rapid Detection of Thermal Treatment of Honey by Chemometrics-Assisted FTIR Spectroscopy
title_sort rapid detection of thermal treatment of honey by chemometrics-assisted ftir spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8623053/
https://www.ncbi.nlm.nih.gov/pubmed/34829173
http://dx.doi.org/10.3390/foods10112892
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