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Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry

Honey is a highly consumed commodity due to its potential health benefits upon certain consumption, resulting in a high market price. This fact indicates the need to protect honey from fraudulent acts by delivering comprehensive analytical methodologies. In this study, targeted, suspect and non-targ...

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Autores principales: Koulis, Georgios A., Tsagkaris, Aristeidis S., Katsianou, Panagiota A., Gialouris, Panagiotis-Loukas P., Martakos, Ioannis, Stergiou, Fotis, Fiore, Alberto, Panagopoulou, Eleni I., Karabournioti, Sofia, Baessmann, Carsten, van der Borg, Noud, Dasenaki, Marilena E., Proestos, Charalampos, Thomaidis, Nikolaos S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9323402/
https://www.ncbi.nlm.nih.gov/pubmed/35889316
http://dx.doi.org/10.3390/molecules27144444
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author Koulis, Georgios A.
Tsagkaris, Aristeidis S.
Katsianou, Panagiota A.
Gialouris, Panagiotis-Loukas P.
Martakos, Ioannis
Stergiou, Fotis
Fiore, Alberto
Panagopoulou, Eleni I.
Karabournioti, Sofia
Baessmann, Carsten
van der Borg, Noud
Dasenaki, Marilena E.
Proestos, Charalampos
Thomaidis, Nikolaos S.
author_facet Koulis, Georgios A.
Tsagkaris, Aristeidis S.
Katsianou, Panagiota A.
Gialouris, Panagiotis-Loukas P.
Martakos, Ioannis
Stergiou, Fotis
Fiore, Alberto
Panagopoulou, Eleni I.
Karabournioti, Sofia
Baessmann, Carsten
van der Borg, Noud
Dasenaki, Marilena E.
Proestos, Charalampos
Thomaidis, Nikolaos S.
author_sort Koulis, Georgios A.
collection PubMed
description Honey is a highly consumed commodity due to its potential health benefits upon certain consumption, resulting in a high market price. This fact indicates the need to protect honey from fraudulent acts by delivering comprehensive analytical methodologies. In this study, targeted, suspect and non-targeted metabolomic workflows were applied to identify botanical origin markers of Greek honey. Blossom honey samples (n = 62) and the unifloral fir (n = 10), oak (n = 24), pine (n = 39) and thyme (n = 34) honeys were analyzed using an ultra-high-performance liquid chromatography hybrid quadrupole time-of-flight mass spectrometry (UHPLC-q-TOF-MS) system. Several potential authenticity markers were revealed from the application of different metabolomic workflows. In detail, based on quantitative targeted analysis, three blossom honey markers were found, namely, galangin, pinocembrin and chrysin, while gallic acid concentration was found to be significantly higher in oak honey. Using suspect screening workflow, 12 additional bioactive compounds were identified and semi-quantified, achieving comprehensive metabolomic honey characterization. Lastly, by combining non-targeted screening with advanced chemometrics, it was possible to discriminate thyme from blossom honey and develop binary discriminatory models with high predictive power. In conclusion, a holistic approach to assessing the botanical origin of Greek honey is presented, highlighting the complementarity of the three applied metabolomic approaches.
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spelling pubmed-93234022022-07-27 Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry Koulis, Georgios A. Tsagkaris, Aristeidis S. Katsianou, Panagiota A. Gialouris, Panagiotis-Loukas P. Martakos, Ioannis Stergiou, Fotis Fiore, Alberto Panagopoulou, Eleni I. Karabournioti, Sofia Baessmann, Carsten van der Borg, Noud Dasenaki, Marilena E. Proestos, Charalampos Thomaidis, Nikolaos S. Molecules Article Honey is a highly consumed commodity due to its potential health benefits upon certain consumption, resulting in a high market price. This fact indicates the need to protect honey from fraudulent acts by delivering comprehensive analytical methodologies. In this study, targeted, suspect and non-targeted metabolomic workflows were applied to identify botanical origin markers of Greek honey. Blossom honey samples (n = 62) and the unifloral fir (n = 10), oak (n = 24), pine (n = 39) and thyme (n = 34) honeys were analyzed using an ultra-high-performance liquid chromatography hybrid quadrupole time-of-flight mass spectrometry (UHPLC-q-TOF-MS) system. Several potential authenticity markers were revealed from the application of different metabolomic workflows. In detail, based on quantitative targeted analysis, three blossom honey markers were found, namely, galangin, pinocembrin and chrysin, while gallic acid concentration was found to be significantly higher in oak honey. Using suspect screening workflow, 12 additional bioactive compounds were identified and semi-quantified, achieving comprehensive metabolomic honey characterization. Lastly, by combining non-targeted screening with advanced chemometrics, it was possible to discriminate thyme from blossom honey and develop binary discriminatory models with high predictive power. In conclusion, a holistic approach to assessing the botanical origin of Greek honey is presented, highlighting the complementarity of the three applied metabolomic approaches. MDPI 2022-07-11 /pmc/articles/PMC9323402/ /pubmed/35889316 http://dx.doi.org/10.3390/molecules27144444 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
Koulis, Georgios A.
Tsagkaris, Aristeidis S.
Katsianou, Panagiota A.
Gialouris, Panagiotis-Loukas P.
Martakos, Ioannis
Stergiou, Fotis
Fiore, Alberto
Panagopoulou, Eleni I.
Karabournioti, Sofia
Baessmann, Carsten
van der Borg, Noud
Dasenaki, Marilena E.
Proestos, Charalampos
Thomaidis, Nikolaos S.
Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry
title Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry
title_full Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry
title_fullStr Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry
title_full_unstemmed Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry
title_short Thorough Investigation of the Phenolic Profile of Reputable Greek Honey Varieties: Varietal Discrimination and Floral Markers Identification Using Liquid Chromatography–High-Resolution Mass Spectrometry
title_sort thorough investigation of the phenolic profile of reputable greek honey varieties: varietal discrimination and floral markers identification using liquid chromatography–high-resolution mass spectrometry
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9323402/
https://www.ncbi.nlm.nih.gov/pubmed/35889316
http://dx.doi.org/10.3390/molecules27144444
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