Near and mid infrared spectroscopy and multivariate data analysis in studies of oxidation of edible oils

Food Chem. 2015 Nov 15:187:416-23. doi: 10.1016/j.foodchem.2015.04.046. Epub 2015 Apr 21.

Abstract

Infrared spectroscopic techniques and chemometric methods were used to study oxidation of olive, sunflower and rapeseed oils. Accelerated oxidative degradation of oils at 60°C was monitored using peroxide values and FT-MIR ATR and FT-NIR transmittance spectroscopy. Principal component analysis (PCA) facilitated visualization and interpretation of spectral changes occurring during oxidation. Multivariate curve resolution (MCR) method found three spectral components in the NIR and MIR spectral matrix, corresponding to the oxidation products, and saturated and unsaturated structures. Good quantitative relation was found between peroxide value and contribution of oxidation products evaluated using MCR--based on NIR (R(2) = 0.890), MIR (R(2) = 0.707) and combined NIR and MIR (R(2) = 0.747) data. Calibration models for prediction peroxide value established using partial least squares (PLS) regression were characterized for MIR (R(2) = 0.701, RPD = 1.7), NIR (R(2) = 0.970, RPD = 5.3), and combined NIR and MIR data (R(2) = 0.954, RPD = 3.1).

Keywords: Chemometrics; Infrared; Olive oil; Rapeseed oil; Spectroscopic techniques; Sunflower oil.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Calibration
  • Fatty Acids, Monounsaturated
  • Food Analysis / methods*
  • Least-Squares Analysis
  • Multivariate Analysis
  • Olive Oil / analysis*
  • Olive Oil / chemistry
  • Oxidation-Reduction
  • Peroxides / analysis
  • Plant Oils / analysis*
  • Plant Oils / chemistry
  • Principal Component Analysis
  • Rapeseed Oil
  • Spectroscopy, Fourier Transform Infrared / methods*
  • Spectroscopy, Near-Infrared / methods*
  • Sunflower Oil

Substances

  • Fatty Acids, Monounsaturated
  • Olive Oil
  • Peroxides
  • Plant Oils
  • Rapeseed Oil
  • Sunflower Oil