Literature DB >> 25529644

Rapid detection of whey in milk powder samples by spectrophotometric and multivariate calibration.

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.
Copyright © 2014 Elsevier Ltd. All rights reserved.

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


  3 in total

1.  On the utilization of deep and ensemble learning to detect milk adulteration.

Authors:  Habib Asseiss Neto; Wanessa L F Tavares; Daniela C S Z Ribeiro; Ronnie C O Alves; Leorges M Fonseca; Sérgio V A Campos
Journal:  BioData Min       Date:  2019-07-08       Impact factor: 2.522

2.  Detecting Low Concentrations of Nitrogen-Based Adulterants in Whey Protein Powder Using Benchtop and Handheld NIR Spectrometers and the Feasibility of Scanning through Plastic Bag.

Authors:  John-Lewis Zinia Zaukuu; Balkis Aouadi; Mátyás Lukács; Zsanett Bodor; Flóra Vitális; Biborka Gillay; Zoltan Gillay; László Friedrich; Zoltan Kovacs
Journal:  Molecules       Date:  2020-05-28       Impact factor: 4.411

Review 3.  Historical Evolution and Food Control Achievements of Near Infrared Spectroscopy, Electronic Nose, and Electronic Tongue-Critical Overview.

Authors:  Balkis Aouadi; John-Lewis Zinia Zaukuu; Flora Vitális; Zsanett Bodor; Orsolya Fehér; Zoltan Gillay; George Bazar; Zoltan Kovacs
Journal:  Sensors (Basel)       Date:  2020-09-24       Impact factor: 3.576

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.