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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-7962951 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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