| Literature DB >> 25529644 |
Bruna Mara Aparecida de Carvalho1, Lorendane Millena de Carvalho2, Jane Sélia dos Reis Coimbra3, Luis Antônio Minim3, Edilton de Souza Barcellos3, Willer Ferreira da Silva Júnior4, Edenio Detmann5, Gleidson Giordano Pinto de Carvalho6.
Abstract
A rapid method for the detection and quantification of the adulteration of milk powder by the addition of whey was assessed by measuring glycomacropeptide protein using mid-infrared spectroscopy (MIR). Fluid milk samples were dried and then spiked with different concentrations of GMP and whey. Calibration models were developed using multivariate techniques, from spectral data. For the principal component analysis and discriminant analysis, excellent percentages of correct classification were achieved in accordance with the increase in the proportion of whey samples. For partial least squares regression analysis, the correlation coefficient (r) and root mean square error of prediction (RMSEP) in the best model were 0.9885 and 1.17, respectively. The rapid analysis, low cost monitoring and high throughput number of samples tested per unit time indicate that MIR spectroscopy may hold potential as a rapid and reliable method for detecting milk powder frauds using cheese whey.Entities:
Keywords: Adulteration; Chemometric; Glycomacropeptide; Milk powder; Whey
Mesh:
Substances:
Year: 2014 PMID: 25529644 DOI: 10.1016/j.foodchem.2014.11.003
Source DB: PubMed Journal: Food Chem ISSN: 0308-8146 Impact factor: 7.514