Literature DB >> 26352755

Authentication of Whey Protein Powders by Portable Mid-Infrared Spectrometers Combined with Pattern Recognition Analysis.

Ting Wang1, Siow Ying Tan2, William Mutilangi2, Didem P Aykas1,3, Luis E Rodriguez-Saona1.   

Abstract

UNLABELLED: The objective of this study was to develop a simple and rapid method to differentiate whey protein types (WPC, WPI, and WPH) used for beverage manufacturing by combining the spectral signature collected from portable mid-infrared spectrometers and pattern recognition analysis. Whey protein powders from different suppliers are produced using a large number of processing and compositional variables, resulting in variation in composition, concentration, protein structure, and thus functionality. Whey protein powders including whey protein isolates, whey protein concentrates and whey protein hydrolysates were obtained from different suppliers and their spectra collected using portable mid-infrared spectrometers (single and triple reflection) by pressing the powder onto an Attenuated Total Reflectance (ATR) diamond crystal with a pressure clamp. Spectra were analyzed by soft independent modeling of class analogy (SIMCA) generating a classification model showing the ability to differentiate whey protein types by forming tight clusters with interclass distance values of >3, considered to be significantly different from each other. The major bands centered at 1640 and 1580 cm(-1) were responsible for separation and were associated with differences in amide I and amide II vibrations of proteins, respectively. Another important band in whey protein clustering was associated with carboxylate vibrations of acidic amino acids (∼1570 cm(-1)). The use of a portable mid-IR spectrometer combined with pattern recognition analysis showed potential for discriminating whey protein ingredients that can help to streamline the analytical procedure so that it is more applicable for field-based screening of ingredients. PRACTICAL APPLICATION: A rapid, simple and accurate method was developed to authenticate commercial whey protein products by using portable mid-infrared spectrometers combined with chemometrics, which could help ensure the functionality of whey protein ingredients in food applications.
© 2015 Institute of Food Technologists®

Entities:  

Keywords:  ingredient authentication; pattern recognition; portable mid-infrared spectrometer; whey protein powder

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Year:  2015        PMID: 26352755     DOI: 10.1111/1750-3841.13006

Source DB:  PubMed          Journal:  J Food Sci        ISSN: 0022-1147            Impact factor:   3.167


  2 in total

1.  Application of laboratory and portable attenuated total reflectance infrared spectroscopic approaches for rapid quantification of alpaca serum immunoglobulin G.

Authors:  Ibrahim Elsohaby; Jennifer B Burns; Christopher B Riley; R Anthony Shaw; J Trenton McClure
Journal:  PLoS One       Date:  2017-06-26       Impact factor: 3.240

2.  Analyzing the Interaction between Anthocyanins and Native or Heat-Treated Whey Proteins Using Infrared Spectroscopy.

Authors:  Shuai Ren; Luis Rodriguez-Saona; M Monica Giusti
Journal:  Molecules       Date:  2022-02-24       Impact factor: 4.411

  2 in total

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