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Monitoring of fatty acid composition in virgin olive oil by Fourier transformed infrared spectroscopy coupled with partial least squares
Authors:Rubé  n M. Maggio,Teodoro S. Kaufman,Michele Del Carlo,Lorenzo Cerretani,Alessandra Bendini,Angelo Cichelli,Dario Compagnone
Affiliation:1. Control de Calidad de Medicamentos and Institute of Chemistry of Rosario (IQUIR), Universidad Nacional de Rosario, Suipacha 531, S2002LRK, Rosario, Argentina;2. Dipartimento di Scienze degli Alimenti, Università di Teramo, Via C. Lerici 1, I-64023 Mosciano Stazione (TE), Italy;3. Dipartimento di Scienze degli Alimenti, Università di Bologna, P.zza Goidanich, 60, I-47023 Cesena (FC), Italy;4. DASTA, Università G. D’annunzio Chieti-Pescara, Viale Pindaro 42, I-65127 Pescara, Italy
Abstract:A rapid Fourier transformed infrared (FTIR) attenuated total reflectance (ATR) spectroscopic method was applied to the determination of fatty acid (FA) profile and peroxide value (PV) of virgin olive oil. Calibration models were constructed using partial least squares (PLS) regression. A FA calibration model was constructed in the spectral range from 3033 to 700 cm−1. Oleic acid (62.0–80.0%), linoleic acid (5.3–15.0%), saturated fatty acids (SFA, 12.6–19.7%), mono-unsaturated fatty acids (MUFA, 64.4–81.0%) and poly-unsaturated fatty acids (PUFA, 6.0–15.9%) were considered for chemometric analysis. PV (5.7–15.7 meq O2 kg−1) was calibrated using the signal of the full spectral range 4000–700 cm−1 with first derivative pre-treatment. The LODs of the FTIR-chemometric methods were: 3.0% for oleic acid, 0.5% for linoleic acid, 1.3% for SFA, 3.0% for MUFA, 0.3% for PUFA and 1.0 meq O2 kg−1 for PV. Analytical methods were evaluated by use of validation samples (n = 25 for all the FA related parameters and n = 10 for PV) with nearly quantitative recovery rates (98–103%). The proposed method provided results comparable to official procedures, with the advantages of being less expensive and more rapid.
Keywords:ATR, attenuated total reflectance   FA, fatty acid   FTIR, Fourier transformed infrared spectroscopy   GC, gas chromatography   LOD, limit of detection   LOQ, limit of quantification   LV, latent variables   MUFA, mono-unsaturated fatty acids   PLS, partial least squares   PUFA, poly-unsaturated fatty acids   PV, peroxide value   REC%, percentage relative error in calibration   RMSD, root mean square deviation   SFA, saturated fatty acids   VOO, virgin olive oils
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