Prediction of α-Lactalbumin and β-Lactoglobulin Composition of Aqueous Whey Solutions Using Fourier Transform Mid-Infrared Spectroscopy and Near-Infrared Spectroscopy

被引:19
作者
Tonolini, Margherita [1 ]
Sorensen, Klavs Martin [1 ]
Skou, Peter B. [2 ]
Ray, Colin [2 ]
Engelsen, Soren Balling [1 ]
机构
[1] Univ Copenhagen, Chemometr & Analyt Technol, Dept Food Sci, Fac Life Sci, Copenhagen, Denmark
[2] Arla Foods Ingredients Grp PS, Videbaek, Denmark
关键词
Multivariate curve resolution; 2D correlation spectroscopy; multivariate analysis; whey protein; protein secondary structure; near-infrared spectroscopy; mid-infrared spectroscopy; PROTEIN SECONDARY STRUCTURE; NIR SPECTROSCOPY; QUANTIFICATION;
D O I
10.1177/0003702820979747
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Characterization and quantification of individual whey proteins are of crucial importance to many industrial dairy processes. Labor intensive wet-chemical methods are still being used for this purpose, but a rapid quantification method for individual whey proteins is highly desired. This work investigate the utility of Fourier transform mid-infrared spectroscopy and Fourier transform near-infrared spectroscopy for rapid quantification of the two main whey proteins (beta-lactoglobulin and alpha-lactalbumin) in complex aqueous whey solutions simulating production process streams. MIR and NIR spectra obtained on whey samples with known and varying amounts of the proteins of interest and are used to develop partial least squares prediction models. Selection of informative wavelength regions allowed for prediction of beta-lactoglobulin and alpha-lactalbumin concentrations with very high precision and accuracy (root mean square error of cross-validation, or RMSECV, of 0.6% and R-2 of 0.99 for NIR), demonstrating the potential of being implemented for rapid in-line monitoring of protein composition in industrial whey streams. Two-dimensional MIR-NIR correlation spectroscopy is used to identify the most informative parts of the NIR spectra in relation to protein secondary structure. In addition multivariate curve resolution is applied to the MIR data to resolve mixture spectra and to elucidate the spectral ranges that were most useful in distinguishing between the two whey proteins. The study concludes that NIR spectroscopy has potential for accurate in-line protein quantification and overall secondary protein structure quantification which open new possibilities for in-line industrial applications.
引用
收藏
页码:718 / 727
页数:10
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