title: Principal component analysis of proteolytic profiles as markers of authenticity of PDO cheeses.
abstract: The casein fraction of 13 Portuguese PDO cheeses were analysed using Urea-PAGE and reverse phase-high performance liquid chromatography (RP-HPLC) and then subjected to chemometric evaluation. The chemometric techniques of cluster analysis (CA) and principal component analysis (PCA) were used for the classification studies. Peptide mapping using Urea-PAGE followed by CA revealed two major clusters according to the similarity of the proteolytic profile of the cheeses. PCA results were in accordance with the grouping performed using CA. CA of RP-HPLC results of the matured cheeses revealed the presence of one major cluster comprising samples manufactured with only ovine milk or milk admixtures. When the results of CA technique were compared with the two PCA approaches performed, it was found that the grouping of the samples was similar. Both approaches, revealed the potential of proteolytic profiles (which is an essential aspect of cheese maturation) as markers of authenticity of PDO cheeses in terms of ripening time and milk admixtures not mentioned on the label.
authors.affiliation: Escola Superior de Tecnologia e Gestão, Instituto Politécnico de Viana do Castelo, Avenida do Atlântico, 4900-348 Viana do Castelo, Portugal. joana@estg.ipvc.pt
authors.forename: Joana Santos
authors.initials: JS
authors.lastname: Guerreiro
authors.forename: Mário
authors.initials: M
authors.lastname: Barros
authors.forename: Paulo
authors.initials: P
authors.lastname: Fernandes
authors.forename: Preciosa
authors.initials: P
authors.lastname: Pires
authors.forename: Ronald
authors.initials: R
authors.lastname: Bardsley
mesh_terms: D000818:Animals; D015415:Biomarkers / Q000737:chemistry*; D002364:Caseins / Q000737:chemistry*; D002417:Cattle; D002611:Cheese / Q000032:analysis*; D002851:Chromatography, High Pressure Liquid; D004591:Electrophoresis, Polyacrylamide Gel; D005506:Food Contamination / Q000032:analysis*; D005511:Food Handling; D006041:Goats; D011174:Portugal; D025341:Principal Component Analysis / Q000379:methods*; D059748:Proteolysis; D012756:Sheep
chemical_list: D015415:Biomarkers; D002364:Caseins