Estudo Comparativo Entre Denominações Com Base Nas Principais Características De Queijos Semiduros Tradicionais Brasileiros: Uma Abordagem Quimiométrica
Loading...
Date
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Universidade Estadual de Ponta Grossa
Abstract
In Brazil, cheeses traditionally consumed as Minas Artisanal, Colonial, Minas Padrão and
Meia Cura, have high economic value and are commonly produced on a small scale,
following artisanal manufacturing methods. However, some food industries cannot maintain
the standardization of these products, which can interfere with its final quality and cost-
effectiveness, resulting in consumer dissatisfaction. Some statistical tools are used to group
cheeses, regarding their differences and similarities, others are used to classify and also
identify possible frauds or false names of cheeses. Based on this, the objective of this study
was to determine the relationships between the denominations and characteristics of the four
main traditional Brazilian semi-hard cheeses, to establish their differences and classify the
samples statistically. Fifty-six samples of Minas Artisanal (n=13), Colonial (n=16), Minas
Padrão (n=17), and Meia Cura (n=10) cheeses were evaluated, where labeling information
such as denomination, origin, Inspection Service, heat treatment of milk and type of inoculum
used. Data on piece weight (kg), height (cm), diameter (cm), price per kg in U$ and validity
were also collected. Analyzes of color and texture profile, moisture content, pH, lipids,
protein, ash content, sodium and sodium chloride content, tyrosine content, and
chromatographic analysis were performed to identify lactic acid and lactose content. The
results were statistically evaluated using Principal Component Analysis (PCA) and
Hierarchical Cluster Analysis (HCA), Flexible Independent Modeling by Class Analogy
(SIMCA), Flexible Independent Modeling by Data-Oriented Analogy (DD) -SIMCA) and
Partial Least Squares Discriminant Analysis (PLS-DA). All the evaluated parameters showed
high variability. Of the samples of Minas Padrão and Colonial cheeses, 63.0 and 37.5%
respectively, were classified as soft cheeses. The ripening process was big variability between
the types of cheeses studied. The analysis confirmed two groups with high similarity:
Colonial and Minas Padrão; and Minas Artisanal and Meia Cura. Among these cheeses, only
Colonial and Minas Artisanal were the ones that best belonged to their respective classes,
according to the supervised methods addressed in this study. The DD-SIMCA method was the
one that, on average, best classified the cheeses (83%). The results suggest the need to
standardize the manufacturing protocols of Colonial (AC), Minas Artesanal (MA), Minas
Padrão (MP) and Meia Cura (MC) cheeses. In addition, better inspection or control of these
products should be implemented.
Description
Citation
FITZTUM, Amanda Carneiro. Estudo comparativo entre denominações com base nas principais
características de queijos semiduros tradicionais brasileiros: uma abordagem quimiométrica. 2022.
Dissertação (Mestrado em Ciência e Tecnologia de Alimentos) - Universidade Estadual de Ponta Grossa, Ponta Grossa, 2023.
Endorsement
Review
Supplemented By
Referenced By
Creative Commons license
Except where otherwised noted, this item's license is described as Acesso Aberto
