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A Metabolomic Approach to Beer Characterization

The consumers’ interest towards beer consumption has been on the rise during the past decade: new approaches and ingredients get tested, expanding the traditional recipe for brewing beer. As a consequence, the field of “beeromics” has also been constantly growing, as well as the demand for quick and...

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Detalles Bibliográficos
Autores principales: Cavallini, Nicola, Savorani, Francesco, Bro, Rasmus, Cocchi, Marina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962951/
https://www.ncbi.nlm.nih.gov/pubmed/33800512
http://dx.doi.org/10.3390/molecules26051472
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author Cavallini, Nicola
Savorani, Francesco
Bro, Rasmus
Cocchi, Marina
author_facet Cavallini, Nicola
Savorani, Francesco
Bro, Rasmus
Cocchi, Marina
author_sort Cavallini, Nicola
collection PubMed
description The consumers’ interest towards beer consumption has been on the rise during the past decade: new approaches and ingredients get tested, expanding the traditional recipe for brewing beer. As a consequence, the field of “beeromics” has also been constantly growing, as well as the demand for quick and exhaustive analytical methods. In this study, we propose a combination of nuclear magnetic resonance (NMR) spectroscopy and chemometrics to characterize beer. (1)H-NMR spectra were collected and then analyzed using chemometric tools. An interval-based approach was applied to extract chemical features from the spectra to build a dataset of resolved relative concentrations. One aim of this work was to compare the results obtained using the full spectrum and the resolved approach: with a reasonable amount of time needed to obtain the resolved dataset, we show that the resolved information is comparable with the full spectrum information, but interpretability is greatly improved.
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spelling pubmed-79629512021-03-17 A Metabolomic Approach to Beer Characterization Cavallini, Nicola Savorani, Francesco Bro, Rasmus Cocchi, Marina Molecules Article The consumers’ interest towards beer consumption has been on the rise during the past decade: new approaches and ingredients get tested, expanding the traditional recipe for brewing beer. As a consequence, the field of “beeromics” has also been constantly growing, as well as the demand for quick and exhaustive analytical methods. In this study, we propose a combination of nuclear magnetic resonance (NMR) spectroscopy and chemometrics to characterize beer. (1)H-NMR spectra were collected and then analyzed using chemometric tools. An interval-based approach was applied to extract chemical features from the spectra to build a dataset of resolved relative concentrations. One aim of this work was to compare the results obtained using the full spectrum and the resolved approach: with a reasonable amount of time needed to obtain the resolved dataset, we show that the resolved information is comparable with the full spectrum information, but interpretability is greatly improved. MDPI 2021-03-08 /pmc/articles/PMC7962951/ /pubmed/33800512 http://dx.doi.org/10.3390/molecules26051472 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cavallini, Nicola
Savorani, Francesco
Bro, Rasmus
Cocchi, Marina
A Metabolomic Approach to Beer Characterization
title A Metabolomic Approach to Beer Characterization
title_full A Metabolomic Approach to Beer Characterization
title_fullStr A Metabolomic Approach to Beer Characterization
title_full_unstemmed A Metabolomic Approach to Beer Characterization
title_short A Metabolomic Approach to Beer Characterization
title_sort metabolomic approach to beer characterization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962951/
https://www.ncbi.nlm.nih.gov/pubmed/33800512
http://dx.doi.org/10.3390/molecules26051472
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