FT-Raman and chemometric tools for rapid determination of quality parameters in milk powder: Classification of samples for the presence of lactose and fraud detection by addition of maltodextrin

dc.contributor.authorRodrigues Júnior, Paulo Henrique
dc.contributor.authorOliveira, Kamila de Sá
dc.contributor.authorAlmeida, Carlos Eduardo Rocha de
dc.contributor.authorOliveira, Luiz Fernando Cappa De
dc.contributor.authorStephani, Rodrigo
dc.contributor.authorPinto, Michele da Silva
dc.contributor.authorCarvalho, Antônio Fernandes de
dc.contributor.authorPerrone, Ítalo Tuler
dc.date.accessioned2017-11-28T10:25:00Z
dc.date.available2017-11-28T10:25:00Z
dc.date.issued2015-09-15
dc.description.abstractFT-Raman spectroscopy has been explored as a quick screening method to evaluate the presence of lactose and identify milk powder samples adulterated with maltodextrin (2.5–50% w/w). Raman measurements can easily differentiate samples of milk powder, without the need for sample preparation, while traditional quality control methods, including high performance liquid chromatography, are cumbersome and slow. FT-Raman spectra were obtained from samples of whole lactose and low-lactose milk powder, both without and with addition of maltodextrin. Differences were observed between the spectra involved in identifying samples with low lactose content, as well as adulterated samples. Exploratory data analysis using Raman spectroscopy and multivariate analysis was also developed to classify samples with PCA and PLS-DA. The PLS-DA models obtained allowed to correctly classify all samples. These results demonstrate the utility of FT-Raman spectroscopy in combination with chemometrics to infer about the quality of milk powder.en
dc.formatpdfpt-BR
dc.identifier.issn03088146
dc.identifier.urihttps://doi.org/10.1016/j.foodchem.2015.09.055
dc.identifier.urihttp://www.locus.ufv.br/handle/123456789/13861
dc.language.isoengpt-BR
dc.publisherFood Chemistrypt-BR
dc.relation.ispartofseriesVolume 196, Pages 584-588, April 2016pt-BR
dc.rightsOpen Accesspt-BR
dc.subjectRaman spectroscopypt-BR
dc.subjectChemometrics toolspt-BR
dc.subjectMilk powderpt-BR
dc.subjectLow-lactosept-BR
dc.subjectMaltodextrinpt-BR
dc.titleFT-Raman and chemometric tools for rapid determination of quality parameters in milk powder: Classification of samples for the presence of lactose and fraud detection by addition of maltodextrinen
dc.typeArtigopt-BR

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