TY - JOUR
T1 - Development and validation of a front-face fluorescence spectroscopy-based method to determine casein in raw milk
AU - Ma, Yizhou B.
AU - Birlouez-Aragon, Inès
AU - Amamcharla, Jayendra K.
N1 - Publisher Copyright:
© 2019 Elsevier Ltd
PY - 2019/6
Y1 - 2019/6
N2 - A front-face fluorescence spectroscopy (FFFS)-based method for measuring casein in raw milk was developed and validated. Calibration samples (n cal = 20) with different casein contents (0.36–3.7%) were prepared by mixing ultrafiltered retentate (2 × concentrate) and permeate at different ratios. A principal component regression model was developed using the calibration fluorescence spectra, showing a useful prediction power based on a residual prediction deviation of 3.1. The calibration model was independently validated using 20 raw milk samples. The FFFS-based method showed a root mean square error of prediction of 0.15% and 6.7% relative prediction error. A larger sample size should be included in the future to further validate the method and potentially implement it for routine measurement of casein levels in raw milk.
AB - A front-face fluorescence spectroscopy (FFFS)-based method for measuring casein in raw milk was developed and validated. Calibration samples (n cal = 20) with different casein contents (0.36–3.7%) were prepared by mixing ultrafiltered retentate (2 × concentrate) and permeate at different ratios. A principal component regression model was developed using the calibration fluorescence spectra, showing a useful prediction power based on a residual prediction deviation of 3.1. The calibration model was independently validated using 20 raw milk samples. The FFFS-based method showed a root mean square error of prediction of 0.15% and 6.7% relative prediction error. A larger sample size should be included in the future to further validate the method and potentially implement it for routine measurement of casein levels in raw milk.
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U2 - 10.1016/j.idairyj.2019.02.004
DO - 10.1016/j.idairyj.2019.02.004
M3 - Article
AN - SCOPUS:85062969205
SN - 0958-6946
VL - 93
SP - 81
EP - 84
JO - International Dairy Journal
JF - International Dairy Journal
ER -