title: Novel, Rapid Identification, and Quantification of Adulterants in Extra Virgin Olive Oil Using Near-Infrared Spectroscopy and Chemometrics.
abstract: A new, rapid Fourier transform near infrared (FT-NIR) spectroscopic procedure is described to screen for the authenticity of extra virgin olive oils (EVOO) and to determine the kind and amount of an adulterant in EVOO. To screen EVOO, a partial least squares (PLS1) calibration model was developed to estimate a newly created FT-NIR index based mainly on the relative intensities of two unique carbonyl overtone absorptions in the FT-NIR spectra of EVOO and other mixtures attributed to volatile (5280 cm(-1)) and non-volatile (5180 cm(-1)) components. Spectra were also used to predict the fatty acid (FA) composition of EVOO or samples spiked with an adulterant using previously developed PLS1 calibration models. Some adulterated mixtures could be identified provided the FA profile was sufficiently different from those of EVOO. To identify the type and determine the quantity of an adulterant, gravimetric mixtures were prepared by spiking EVOO with different concentrations of each adulterant. Based on FT-NIR spectra, four PLS1 calibration models were developed for four specific groups of adulterants, each with a characteristic FA composition. Using these different PLS1 calibration models for prediction, plots of predicted vs. gravimetric concentrations of an adulterant in EVOO yielded linear regression functions with four unique sets of slopes, one for each group of adulterants. Four corresponding slope rules were defined that allowed for the determination of the nature and concentration of an adulterant in EVOO products by applying these four calibration models. The standard addition technique was used for confirmation.
authors.affiliation: NIR Technologies Inc., Oakville, ON, L6M 2M2, Canada, hazizian@nirtechnologies.com.
authors.forename: Hormoz
authors.initials: H
authors.lastname: Azizian
authors.forename: Magdi M
authors.initials: MM
authors.lastname: Mossoba
authors.forename: Ali Reza
authors.initials: AR
authors.lastname: Fardin-Kia
authors.forename: Pierluigi
authors.initials: P
authors.lastname: Delmonte
authors.forename: Sanjeewa R
authors.initials: SR
authors.lastname: Karunathilaka
authors.forename: John K G
authors.initials: JK
authors.lastname: Kramer
mesh_terms: D005506:Food Contamination / Q000032:analysis*; D016014:Linear Models; D000069463:Olive Oil / Q000737:chemistry*; D017550:Spectroscopy, Fourier Transform Infrared / Q000379:methods*; D019265:Spectroscopy, Near-Infrared / Q000379:methods*
chemical_list: D000069463:Olive Oil