Discrimination of Brazilian lager beer by 1H NMR spectroscopy combined with chemometrics
| Autor: | Luis Augusto da Silva, Helena Redigolo Pezza, Aristeu Gomes Tininis, Leonardo Pezza, Danilo Luiz Flumignan |
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| Rok vydání: | 2019 |
| Předmět: |
1h nmr spectroscopy
business.industry Barley Malt 010401 analytical chemistry 04 agricultural and veterinary sciences General Medicine 040401 food science 01 natural sciences 0104 chemical sciences Analytical Chemistry Chemometrics 0404 agricultural biotechnology Exogenous enzymes Brewing Food science business Food Science Mathematics |
| Zdroj: | Food Chemistry. 272:488-493 |
| ISSN: | 0308-8146 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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