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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Main Authors: Matheus Augusto Calegari, Bruno Bresolin Ayres, Larissa Macedo dos Santos Tonial, Severino Matias de Alencar, Tatiane Luiza Cadorin Oldoni
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Journal of King Saud University: Science
Online Access:http://www.sciencedirect.com/science/article/pii/S1018364718302453
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spelling 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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