1. N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
- Author
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Sandra Terezinha Marques Gomes, Patrícia Valderrama, Thays R. Gonçalves, Paulo Henrique Março, Rhayanna Priscila Gonçalves, Larissa Naida Rosa, and Makoto Matsushita
- Subjects
Antioxidant ,food.ingredient ,Spectrophotometry, Infrared ,medicine.medical_treatment ,Statistics as Topic ,Pharmaceutical Science ,oil ,01 natural sciences ,Soybean oil ,Article ,PARAFAC ,Antioxidants ,Analytical Chemistry ,lcsh:QD241-441 ,chemistry.chemical_compound ,0404 agricultural biotechnology ,food ,lcsh:Organic chemistry ,Poppy ,Drug Discovery ,medicine ,Butylated hydroxytoluene ,Sample preparation ,correlation map ,Food science ,thermal degradation ,Physical and Theoretical Chemistry ,oxidation products ,Pumpkin seed ,plant-based extract ,Chemistry ,010401 analytical chemistry ,Organic Chemistry ,Goji berry ,Temperature ,NIR spectroscopy ,04 agricultural and veterinary sciences ,040401 food science ,food.food ,0104 chemical sciences ,Soybean Oil ,Chemistry (miscellaneous) ,Molecular Medicine ,Degradation (geology) ,Oxidation-Reduction ,chemometric - Abstract
The use of chemometric tools is progressing to scientific areas where analytical chemistry is present, such as food science. In analytical food evaluation, oils represent an important field, allowing the exploration of the antioxidant effects of herbs and seeds. However, traditional methodologies have some drawbacks which must be overcome, such as being time-consuming, requiring sample preparation, the use of solvents/reagents, and the generation of toxic waste. The objective of this study is to evaluate the protective effect provided by plant-based substances (directly, or as extracts), including pumpkin seeds, poppy seeds, dehydrated goji berry, and Provenç, al herbs, against the oxidation of antioxidant-free soybean oil. Synthetic antioxidants tert-butylhydroquinone and butylated hydroxytoluene were also considered. The evaluation was made through thermal degradation of soybean oil at different temperatures, and near-infrared spectroscopy was employed in an n-way mode, coupled with Parallel Factor Analysis (PARAFAC) to extract nontrivial information. The results for PARAFAC indicated that factor 1 shows oxidation product information, while factor 2 presents results regarding the antioxidant effect. The plant-based extract was more effective in improving the frying stability of soybean oil. It was also possible to observe that while the oxidation product concentration increased, the antioxidant concentration decreased as the temperature increased. The proposed method is shown to be a simple and fast way to obtain information on the protective effects of antioxidant additives in edible oils, and has an encouraging potential for use in other applications.
- Published
- 2020