Discrimination of Brazilian lager beer by 1H NMR spectroscopy combined with chemometrics
| dc.contributor.author | da Silva, Luis Augusto [UNESP] | |
| dc.contributor.author | Flumignan, Danilo Luiz | |
| dc.contributor.author | Tininis, Aristeu Gomes | |
| dc.contributor.author | Pezza, Helena Redigolo [UNESP] | |
| dc.contributor.author | Pezza, Leonardo [UNESP] | |
| dc.contributor.institution | Universidade Estadual Paulista (Unesp) | |
| dc.contributor.institution | Science and Technology (IFSP) | |
| dc.date.accessioned | 2019-10-06T16:50:53Z | |
| dc.date.available | 2019-10-06T16:50:53Z | |
| dc.date.issued | 2019-01-30 | |
| dc.description.abstract | 1H 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.affiliation | Institute of Chemistry São Paulo State University (UNESP), Rua Prof. Francisco Degni 55 | |
| dc.description.affiliation | São Paulo Federal Institute of Education Science and Technology (IFSP), Rua Stefano D'avassi 625 | |
| dc.description.affiliationUnesp | Institute of Chemistry São Paulo State University (UNESP), Rua Prof. Francisco Degni 55 | |
| dc.description.sponsorship | Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) | |
| dc.description.sponsorship | Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) | |
| dc.format.extent | 488-493 | |
| dc.identifier | http://dx.doi.org/10.1016/j.foodchem.2018.08.077 | |
| dc.identifier.citation | Food Chemistry, v. 272, p. 488-493. | |
| dc.identifier.doi | 10.1016/j.foodchem.2018.08.077 | |
| dc.identifier.issn | 1873-7072 | |
| dc.identifier.issn | 0308-8146 | |
| dc.identifier.lattes | 5978908591853524 | |
| dc.identifier.scopus | 2-s2.0-85051988642 | |
| dc.identifier.uri | http://hdl.handle.net/11449/189748 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | Food Chemistry | |
| dc.rights.accessRights | Acesso restrito | pt |
| dc.source | Scopus | |
| dc.subject | Brazilian lager beer | |
| dc.subject | Malt barley and adjunct | |
| dc.subject | NMR | |
| dc.subject | PCA | |
| dc.subject | PLS-DA | |
| dc.subject | SIMCA | |
| dc.title | Discrimination of Brazilian lager beer by 1H NMR spectroscopy combined with chemometrics | en |
| dc.type | Artigo | pt |
| dspace.entity.type | Publication | |
| relation.isOrgUnitOfPublication | bc74a1ce-4c4c-4dad-8378-83962d76c4fd | |
| relation.isOrgUnitOfPublication.latestForDiscovery | bc74a1ce-4c4c-4dad-8378-83962d76c4fd | |
| unesp.author.lattes | 5978908591853524 | |
| unesp.author.orcid | 0000-0002-5445-9138[1] | |
| unesp.campus | Universidade Estadual Paulista (UNESP), Instituto de Química, Araraquara | pt |
| unesp.department | Química Analítica - IQAR | pt |
| unesp.department | Química Orgânica - IQAR | pt |
