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N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil

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 ha...

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Autores principales: Rosa, Larissa Naida, Gonçalves, Thays Raphaela, Gomes, Sandra T. M., Matsushita, Makoto, Gonçalves, Rhayanna Priscila, Março, Paulo Henrique, Valderrama, Patrícia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7583810/
https://www.ncbi.nlm.nih.gov/pubmed/32977514
http://dx.doi.org/10.3390/molecules25194366
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author Rosa, Larissa Naida
Gonçalves, Thays Raphaela
Gomes, Sandra T. M.
Matsushita, Makoto
Gonçalves, Rhayanna Priscila
Março, Paulo Henrique
Valderrama, Patrícia
author_facet Rosa, Larissa Naida
Gonçalves, Thays Raphaela
Gomes, Sandra T. M.
Matsushita, Makoto
Gonçalves, Rhayanna Priscila
Março, Paulo Henrique
Valderrama, Patrícia
author_sort Rosa, Larissa Naida
collection PubMed
description 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 Provençal 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.
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spelling pubmed-75838102020-10-28 N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil Rosa, Larissa Naida Gonçalves, Thays Raphaela Gomes, Sandra T. M. Matsushita, Makoto Gonçalves, Rhayanna Priscila Março, Paulo Henrique Valderrama, Patrícia Molecules Article 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 Provençal 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. MDPI 2020-09-23 /pmc/articles/PMC7583810/ /pubmed/32977514 http://dx.doi.org/10.3390/molecules25194366 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rosa, Larissa Naida
Gonçalves, Thays Raphaela
Gomes, Sandra T. M.
Matsushita, Makoto
Gonçalves, Rhayanna Priscila
Março, Paulo Henrique
Valderrama, Patrícia
N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
title N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
title_full N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
title_fullStr N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
title_full_unstemmed N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
title_short N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
title_sort n-way nir data treatment through parafac in the evaluation of protective effect of antioxidants in soybean oil
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7583810/
https://www.ncbi.nlm.nih.gov/pubmed/32977514
http://dx.doi.org/10.3390/molecules25194366
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