A multiway chemometric and kinetic study for evaluating the thermal stability of edible oils by 1H NMR analysis: Comparison of methods

被引:26
|
作者
Cordella, C. B. Y. [1 ]
Tekye, T. [1 ]
Rutledge, D. N. [1 ]
Leardi, R. [2 ]
机构
[1] AgroParisTech, INRA, Genial UMR1145, Chim Analyt Lab, F-75005 Paris, France
[2] Univ Genoa, Dept Chem & Food & Pharmaceut Technol, I-16147 Genoa, Italy
关键词
Edible oils; NMR; Chemometrics; Kinetics; Thermal stability; Principal component analysis; N-way PCA; Tucker3; DIFFERENTIAL SCANNING CALORIMETRY; NUCLEAR-MAGNETIC-RESONANCE; SECONDARY OXIDATION-PRODUCTS; VEGETABLE-OILS; LIPID OXIDATION; PALM OIL; SPECTROSCOPY; UNSATURATION; RESOLUTION; SPECTRA;
D O I
10.1016/j.talanta.2011.11.001
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The degradation process of edible oils of different nature, submitted to heating at 170 degrees C, 190 degrees C and 210 degrees C with aeration, was studied by means of H-1 nuclear magnetic resonance spectroscopy (NMR). In this study, secondary products such as aldehydes were detected and monitored over time. Two complementary analytical approaches were adopted to characterize the kinetics of the appearance of aldehydes in the heated oils. This first was a classical kinetic approach based on the assumption that the overall degradation reaction to form aldehydes follows a rate law of order 1. This approach allowed us to calculate a thermal stability criterion for classifying the oils according to their heat stability. A second approach was to use the spectral fingerprint corresponding to aldehydes in a multivariate data analysis procedure in order to give the major trend in the studied phenomena, taking into account the multiway nature of recorded data. The application of different 3-way and 4-way Tucker3 models led to a better understanding of the chemical stability of the oils studied and was used to determine the order of stability of these oils. This multiway approach provides additional information that 2-way processing (PCA) does not provide clearly, such as the overall contribution of the heating time factor on the chemical evolution of oils. In conclusion, this work shows that a fully chemometric study of NMR spectra allows to order the oils according to their thermal stability and to achieve a result in good agreement with existing analytical and kinetic studies in the literature. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:358 / 368
页数:11
相关论文
共 50 条
  • [1] 60 MHz 1H NMR spectroscopy for the analysis of edible oils
    Parker, T.
    Limer, E.
    Watson, A. D.
    Defernez, M.
    Williamson, D.
    Kemsley, E. Kate
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2014, 57 : 147 - 158
  • [2] Identification of Edible Oils by Principal Component Analysis of 1H NMR Spectra
    Anderson, Shauna L.
    Rovnyak, David
    Strein, Timothy G.
    JOURNAL OF CHEMICAL EDUCATION, 2017, 94 (09) : 1377 - 1382
  • [4] Thermal stability and kinetic study on thermal decomposition of commercial edible oils by thermogravimetry
    Santos, JCO
    dos Santos, IMG
    de Souza, AG
    Prasad, S
    dos Santos, AV
    JOURNAL OF FOOD SCIENCE, 2002, 67 (04) : 1393 - 1398
  • [5] SNIF-NMR AND CHEMOMETRIC METHODS APPLIED TO 1H NMR IN THE STUDY OF BRAZILIAN BRANDY AUTHENTICITY
    Boffo, Elisangela Fabiana
    Castro Ferreira, Marcia Miguel
    Ferreira, Antonio Gilberto
    MAGNETIC RESONANCE IN FOOD SCIENCE: CHALLENGES IN A CHANGING WORLD, 2009, : 143 - +
  • [6] Reply to "Comment on 'Identification of Edible Oils by Principal Component Analysis of 1H NMR Spectra"
    Rovnyak, David
    Strein, Timothy G.
    JOURNAL OF CHEMICAL EDUCATION, 2019, 96 (08) : 1793 - 1795
  • [7] Analysis of blends of raw coffees of arabica and robusta varieties by 1H NMR and chemometric methods
    Tavares, LA
    Ferreira, AG
    Ferreira, MMC
    Correa, A
    Mattos, LH
    Magnetic Resonance in Food Science: The Multivariate Challenge, 2005, : 80 - 88
  • [8] Characterisation of the Turkish and Slovenian extra virgin olive oils by chemometric analysis of the presaturation 1H NMR spectra
    Ozdemir, Ibrahim Sani
    Dag, Cagda
    Makuc, Damjan
    Ertas, Erdal
    Plavec, Janez
    Bekiroglu, Somer
    LWT-FOOD SCIENCE AND TECHNOLOGY, 2018, 92 : 10 - 15
  • [9] An exploratory chemometric study of 1H NMR spectra of table wines
    Larsen, Flemming H.
    van den Berg, Frans
    Engelsen, Soren B.
    JOURNAL OF CHEMOMETRICS, 2006, 20 (05) : 198 - 208
  • [10] 1H NMR and Chemometric Methods to Estimate the Octane Number in Brazilian C Gasolines
    Pinto, Vinicius S.
    Gambarra-Neto, Francisco F.
    Flores, Igor S.
    Monteiro, Marcos R.
    Liao, Luciano M.
    JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2020, 31 (08) : 1690 - 1699