2021
DOI: 10.3390/molecules26051472
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A Metabolomic Approach to Beer Characterization

Abstract: 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. 1H-NMR spectra were collected and then analyzed using c… Show more

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Cited by 17 publications
(13 citation statements)
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“…To propose a methodology aiming at fast non-destructive metabolomic characterization of a beer, exploring its compositional profile, and highlighting potential trends or peculiar samples, Cavallini et al [ 57 ], combined NMR spectroscopy and chemometrics. In this study, one hundred pale beers from different brands were analyzed.…”
Section: Analysis Of Beer Quality and Stability Using Chemometric Toolsmentioning
confidence: 99%
“…To propose a methodology aiming at fast non-destructive metabolomic characterization of a beer, exploring its compositional profile, and highlighting potential trends or peculiar samples, Cavallini et al [ 57 ], combined NMR spectroscopy and chemometrics. In this study, one hundred pale beers from different brands were analyzed.…”
Section: Analysis Of Beer Quality and Stability Using Chemometric Toolsmentioning
confidence: 99%
“…Today, metabolite fingerprinting by NMR methods is a fast-growing field which is increasingly applied for quality control of foods and herbal products [47]. With reference to beer, bitterness, autoxidation reactions, changes during aging, and other peculiar properties can been investigated by high-resolution NMR techniques [48][49][50][51][52]. The main components of the αand β-acid families of hop have been identified, and their structures were confirmed by high-resolution mass spectrometry and MS/MS experiments.…”
Section: Nuclear Magnetic Resonance (Nmr) Techniquesmentioning
confidence: 99%
“…92 Along this line, a combination of NMR spectroscopy and chemometrics was proposed by Cavallini et al to characterize beer. 93 The authors compared two multivariate approaches: the full spectra analysis and the analysis of the chemical features extracted by multivariate curve resolution. In addition, PCA was used for exploratory purposes; pareto scaling was used to preprocess the NMR spectra dataset, while autoscaling was used to preprocess the features dataset.…”
Section: Foodomicsmentioning
confidence: 99%