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Discrimination of Brazilian lager beer by 1H NMR spectroscopy combined with chemometrics

dc.contributor.authorda Silva, Luis Augusto [UNESP]
dc.contributor.authorFlumignan, Danilo Luiz
dc.contributor.authorTininis, Aristeu Gomes
dc.contributor.authorPezza, Helena Redigolo [UNESP]
dc.contributor.authorPezza, Leonardo [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionScience and Technology (IFSP)
dc.date.accessioned2019-10-06T16:50:53Z
dc.date.available2019-10-06T16:50:53Z
dc.date.issued2019-01-30
dc.description.abstract1H NMR spectroscopy combined with chemometrics was employed to discriminate lager beer samples from two different classes, according to their style and information provided on the label. Partial replacement of barley malt by adjuncts is a common practice adopted by large breweries, which can lead to a decrease in diastatic power, requiring the use of exogenous enzymes. For this reason, small variations in the spectral profile can occur in the carbohydrates region. Many studies have focused on differentiating beers according to type and brewing process. However, there have no studies concerning the discrimination of beers of the same type that differ only in style, using 1H NMR spectroscopy. In this study PCA (first three components explained 81.5% of the dataset variability), PLS-DA and SIMCA models proved to be powerful tool with predict power higher than 90% for distinguishing lager beers based on the raw materials employed in the brewing process.en
dc.description.affiliationInstitute of Chemistry São Paulo State University (UNESP), Rua Prof. Francisco Degni 55
dc.description.affiliationSão Paulo Federal Institute of Education Science and Technology (IFSP), Rua Stefano D'avassi 625
dc.description.affiliationUnespInstitute of Chemistry São Paulo State University (UNESP), Rua Prof. Francisco Degni 55
dc.description.sponsorshipCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.format.extent488-493
dc.identifierhttp://dx.doi.org/10.1016/j.foodchem.2018.08.077
dc.identifier.citationFood Chemistry, v. 272, p. 488-493.
dc.identifier.doi10.1016/j.foodchem.2018.08.077
dc.identifier.issn1873-7072
dc.identifier.issn0308-8146
dc.identifier.lattes5978908591853524
dc.identifier.scopus2-s2.0-85051988642
dc.identifier.urihttp://hdl.handle.net/11449/189748
dc.language.isoeng
dc.relation.ispartofFood Chemistry
dc.rights.accessRightsAcesso restritopt
dc.sourceScopus
dc.subjectBrazilian lager beer
dc.subjectMalt barley and adjunct
dc.subjectNMR
dc.subjectPCA
dc.subjectPLS-DA
dc.subjectSIMCA
dc.titleDiscrimination of Brazilian lager beer by 1H NMR spectroscopy combined with chemometricsen
dc.typeArtigopt
dspace.entity.typePublication
relation.isOrgUnitOfPublicationbc74a1ce-4c4c-4dad-8378-83962d76c4fd
relation.isOrgUnitOfPublication.latestForDiscoverybc74a1ce-4c4c-4dad-8378-83962d76c4fd
unesp.author.lattes5978908591853524
unesp.author.orcid0000-0002-5445-9138[1]
unesp.campusUniversidade Estadual Paulista (UNESP), Instituto de Química, Araraquarapt
unesp.departmentQuímica Analítica - IQARpt
unesp.departmentQuímica Orgânica - IQARpt

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