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Preliminary study on application of mid infrared spectroscopy for the evaluation of the virgin olive oil "freshness".
Anal Chim Acta. 2007 Aug 13; 598(1):128-34.AC

Abstract

The freshness of virgin olive oils (VOO) from typical cultivars of Garda regions was evaluated by attenuated total reflectance (ATR) and Fourier transform infrared (FTIR) spectroscopy, in combination with multivariate analysis. The olive oil freshness decreased during storage mainly because of oxidation processes. In this research, 91 virgin olive oils were packaged in glass bottles and stored either in the light or in the dark at room temperature for different periods. The oils were analysed, before and after storage, using both chemical methods and spectroscopic technique. Classification strategies investigated were partial least square discriminant analysis (PLS-DA), linear discriminant analysis (LDA), and soft independent modelling of class analogy (SIMCA). The results show that ATR-MIR spectroscopy is an interesting technique compared with traditional chemical index in classifying olive oil samples stored in different conditions. In fact, the FTIR PCA results allowed a better discrimination among fresh and oxidized oils, than samples separation obtained by PCA applied to chemical data. Moreover, the results obtained by the different classification techniques (PLS-DA, LDA, SIMCA) evidenced the ability of FTIR spectra to evaluate the olive oil freshness. FTIR spectroscopy results are in agreement with classical methods. The spectroscopic technique could be applied for the prediction of VOOs freshness giving information related to chemical modifications. The great advantages of this technique, compared to chemical analysis, are related to rapidity, non-destructive characteristics and low cost per sample. In conclusion, ATR-MIR represents a reliable, cheap and fast classification tool able to assess the freshness of virgin olive oils.

Authors+Show Affiliations

Department of Food Science and Technologies, University of Milan, Via Celoria 2, 20133 Milan, Italy.No affiliation info availableNo affiliation info availableNo affiliation info available

Pub Type(s)

Journal Article

Language

eng

PubMed ID

17693316

Citation

Sinelli, Nicoletta, et al. "Preliminary Study On Application of Mid Infrared Spectroscopy for the Evaluation of the Virgin Olive Oil "freshness"." Analytica Chimica Acta, vol. 598, no. 1, 2007, pp. 128-34.
Sinelli N, Cosio MS, Gigliotti C, et al. Preliminary study on application of mid infrared spectroscopy for the evaluation of the virgin olive oil "freshness". Anal Chim Acta. 2007;598(1):128-34.
Sinelli, N., Cosio, M. S., Gigliotti, C., & Casiraghi, E. (2007). Preliminary study on application of mid infrared spectroscopy for the evaluation of the virgin olive oil "freshness". Analytica Chimica Acta, 598(1), 128-34.
Sinelli N, et al. Preliminary Study On Application of Mid Infrared Spectroscopy for the Evaluation of the Virgin Olive Oil "freshness". Anal Chim Acta. 2007 Aug 13;598(1):128-34. PubMed PMID: 17693316.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Preliminary study on application of mid infrared spectroscopy for the evaluation of the virgin olive oil "freshness". AU - Sinelli,Nicoletta, AU - Cosio,Maria Stella, AU - Gigliotti,Carmen, AU - Casiraghi,Ernestina, Y1 - 2007/07/14/ PY - 2007/03/23/received PY - 2007/07/09/revised PY - 2007/07/11/accepted PY - 2007/8/19/pubmed PY - 2007/9/29/medline PY - 2007/8/19/entrez SP - 128 EP - 34 JF - Analytica chimica acta JO - Anal Chim Acta VL - 598 IS - 1 N2 - The freshness of virgin olive oils (VOO) from typical cultivars of Garda regions was evaluated by attenuated total reflectance (ATR) and Fourier transform infrared (FTIR) spectroscopy, in combination with multivariate analysis. The olive oil freshness decreased during storage mainly because of oxidation processes. In this research, 91 virgin olive oils were packaged in glass bottles and stored either in the light or in the dark at room temperature for different periods. The oils were analysed, before and after storage, using both chemical methods and spectroscopic technique. Classification strategies investigated were partial least square discriminant analysis (PLS-DA), linear discriminant analysis (LDA), and soft independent modelling of class analogy (SIMCA). The results show that ATR-MIR spectroscopy is an interesting technique compared with traditional chemical index in classifying olive oil samples stored in different conditions. In fact, the FTIR PCA results allowed a better discrimination among fresh and oxidized oils, than samples separation obtained by PCA applied to chemical data. Moreover, the results obtained by the different classification techniques (PLS-DA, LDA, SIMCA) evidenced the ability of FTIR spectra to evaluate the olive oil freshness. FTIR spectroscopy results are in agreement with classical methods. The spectroscopic technique could be applied for the prediction of VOOs freshness giving information related to chemical modifications. The great advantages of this technique, compared to chemical analysis, are related to rapidity, non-destructive characteristics and low cost per sample. In conclusion, ATR-MIR represents a reliable, cheap and fast classification tool able to assess the freshness of virgin olive oils. SN - 1873-4324 UR - https://www.unboundmedicine.com/medline/citation/17693316/Preliminary_study_on_application_of_mid_infrared_spectroscopy_for_the_evaluation_of_the_virgin_olive_oil_"freshness"_ L2 - https://linkinghub.elsevier.com/retrieve/pii/S0003-2670(07)01225-1 DB - PRIME DP - Unbound Medicine ER -