Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis
The propolis chemical composition is complex, varied, and closely related to characteristics of the vegetation and location where the hives are located. The objective of this work was to determine the antioxidant activity through FRAP methodology in propolis (raw, macerated, ethanolic extract and co...
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doaj-39455b8954a84295ad70c8c65dc2bdca2020-11-25T02:55:44ZengElsevierJournal of King Saud University: Science1018-36472020-01-01321784790Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolisMatheus Augusto Calegari0Bruno Bresolin Ayres1Larissa Macedo dos Santos Tonial2Severino Matias de Alencar3Tatiane Luiza Cadorin Oldoni4Department of Chemistry, Universidade Tecnológica Federal do Paraná, Via do Conhecimento, Km 1, 85503-390 Pato Branco, Parana, Brazil; Corresponding author.Department of Chemistry, Universidade Tecnológica Federal do Paraná, Via do Conhecimento, Km 1, 85503-390 Pato Branco, Parana, BrazilDepartment of Chemistry, Universidade Tecnológica Federal do Paraná, Via do Conhecimento, Km 1, 85503-390 Pato Branco, Parana, BrazilDepartment of Agroindustry, Food and Nutrition, Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Av. Pádua Dias, 11, 13418-900 Piracicaba, São Paulo, BrazilDepartment of Chemistry, Universidade Tecnológica Federal do Paraná, Via do Conhecimento, Km 1, 85503-390 Pato Branco, Parana, BrazilThe propolis chemical composition is complex, varied, and closely related to characteristics of the vegetation and location where the hives are located. The objective of this work was to determine the antioxidant activity through FRAP methodology in propolis (raw, macerated, ethanolic extract and concentrated ethanolic extract) using a rapid and non-destructive method namely Fourier transform near-infrared (FTNIR) spectroscopy. By the results obtained for the antioxidant activity it can be verified that the samples of propolis present a very diversified chemical profile, for the FRAP methodology the samples of propolis collected in Três Barras – SC and Campo Magro – PR showed the highest activities: 1.8 × 103 and 1.6 × 103 μmol of Fe2+ g−1 respectively. It was possible to conclude that the macerated propolis presented the best multivariate calibration model established with the Savitzky-Golay (SG) + Constant Offset Elimination (COE) preprocessed spectra, where the R2 and 0.95 and 113 for FRAP determination. The error values RMSEC, RMSECV and RMSEE were 73, 1.3 × 102 and 81 μmol Fe2+ g−1, respectively. The FRAP model for macerated propolis was validated and can be used for quantification of antioxidant activity of new extracts of propolis, being useful as an alternative to rapid analysis, reducing waste generation and cost. Keywords: FRAP, Chemometrics, Potential, Savitzky-Golay + Constant Offset Eliminationhttp://www.sciencedirect.com/science/article/pii/S1018364718302453 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Matheus Augusto Calegari Bruno Bresolin Ayres Larissa Macedo dos Santos Tonial Severino Matias de Alencar Tatiane Luiza Cadorin Oldoni |
spellingShingle |
Matheus Augusto Calegari Bruno Bresolin Ayres Larissa Macedo dos Santos Tonial Severino Matias de Alencar Tatiane Luiza Cadorin Oldoni Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis Journal of King Saud University: Science |
author_facet |
Matheus Augusto Calegari Bruno Bresolin Ayres Larissa Macedo dos Santos Tonial Severino Matias de Alencar Tatiane Luiza Cadorin Oldoni |
author_sort |
Matheus Augusto Calegari |
title |
Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis |
title_short |
Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis |
title_full |
Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis |
title_fullStr |
Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis |
title_full_unstemmed |
Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis |
title_sort |
fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis |
publisher |
Elsevier |
series |
Journal of King Saud University: Science |
issn |
1018-3647 |
publishDate |
2020-01-01 |
description |
The propolis chemical composition is complex, varied, and closely related to characteristics of the vegetation and location where the hives are located. The objective of this work was to determine the antioxidant activity through FRAP methodology in propolis (raw, macerated, ethanolic extract and concentrated ethanolic extract) using a rapid and non-destructive method namely Fourier transform near-infrared (FTNIR) spectroscopy. By the results obtained for the antioxidant activity it can be verified that the samples of propolis present a very diversified chemical profile, for the FRAP methodology the samples of propolis collected in Três Barras – SC and Campo Magro – PR showed the highest activities: 1.8 × 103 and 1.6 × 103 μmol of Fe2+ g−1 respectively. It was possible to conclude that the macerated propolis presented the best multivariate calibration model established with the Savitzky-Golay (SG) + Constant Offset Elimination (COE) preprocessed spectra, where the R2 and 0.95 and 113 for FRAP determination. The error values RMSEC, RMSECV and RMSEE were 73, 1.3 × 102 and 81 μmol Fe2+ g−1, respectively. The FRAP model for macerated propolis was validated and can be used for quantification of antioxidant activity of new extracts of propolis, being useful as an alternative to rapid analysis, reducing waste generation and cost. Keywords: FRAP, Chemometrics, Potential, Savitzky-Golay + Constant Offset Elimination |
url |
http://www.sciencedirect.com/science/article/pii/S1018364718302453 |
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