TY - JOUR
T1 - Development of a Direct Spectrophotometric and Chemometric Method for Determining Food Dye Concentrations
AU - Arroz, Erin
AU - Jordan, Michael
AU - Dumancas, Gerard G
PY - 2017/7/1
Y1 - 2017/7/1
N2 - An ultraviolet visible (UV-Vis) spectrophotometric and partial least squares (PLS) chemometric method was developed for the simultaneous determination of erythrosine B (red), Brilliant Blue, and tartrazine (yellow) dyes. A training set (n = 64) was generated using a full factorial design and its accuracy was tested in a test set (n = 13) using a Box–Behnken design. The test set garnered a root mean square error (RMSE) of 1.79 × 10–7 for blue, 4.59 × 10–7 for red, and 1.13 × 10–6 for yellow dyes. The relatively small RMSE suggests only a small difference between predicted versus measured concentrations, demonstrating the accuracy of our model. The relative error of prediction (REP) for the test set were 11.73%, 19.52%, 19.38%, for blue, red, and yellow dyes, respectively. A comparable overlay between the actual candy samples and their replicated synthetic spectra were also obtained indicating the model as a potentially accurate method for determining concentrations of dyes in food samples.
AB - An ultraviolet visible (UV-Vis) spectrophotometric and partial least squares (PLS) chemometric method was developed for the simultaneous determination of erythrosine B (red), Brilliant Blue, and tartrazine (yellow) dyes. A training set (n = 64) was generated using a full factorial design and its accuracy was tested in a test set (n = 13) using a Box–Behnken design. The test set garnered a root mean square error (RMSE) of 1.79 × 10–7 for blue, 4.59 × 10–7 for red, and 1.13 × 10–6 for yellow dyes. The relatively small RMSE suggests only a small difference between predicted versus measured concentrations, demonstrating the accuracy of our model. The relative error of prediction (REP) for the test set were 11.73%, 19.52%, 19.38%, for blue, red, and yellow dyes, respectively. A comparable overlay between the actual candy samples and their replicated synthetic spectra were also obtained indicating the model as a potentially accurate method for determining concentrations of dyes in food samples.
KW - Brilliant Blue
KW - chemometrics
KW - erythrosine B
KW - food dye
KW - partial least squares
KW - PLS
KW - Tartrazine
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85021751094&origin=inward
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85021751094&origin=inward
U2 - 10.1177/0003702817693238
DO - 10.1177/0003702817693238
M3 - Article
C2 - 28195499
SN - 0003-7028
VL - 71
SP - 1633
EP - 1639
JO - Applied Spectroscopy
JF - Applied Spectroscopy
IS - 7
ER -