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Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy

The potential of near infrared spectroscopy (NIR) with remote reflectance fiber-optic probes for determining the mineral composition of propolis was evaluated. This technology allows direct measurements without prior sample treatment. Ninety one samples of propolis were collected in Chile (Bio-Bio r...

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Autores principales: González-Martín, M. Inmaculada, Escuredo, Olga, Revilla, Isabel, Vivar-Quintana, Ana M., Coello, M. Carmen, Palacios Riocerezo, Carlos, Wells Moncada, Guillermo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4701257/
https://www.ncbi.nlm.nih.gov/pubmed/26540058
http://dx.doi.org/10.3390/s151127854
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author González-Martín, M. Inmaculada
Escuredo, Olga
Revilla, Isabel
Vivar-Quintana, Ana M.
Coello, M. Carmen
Palacios Riocerezo, Carlos
Wells Moncada, Guillermo
author_facet González-Martín, M. Inmaculada
Escuredo, Olga
Revilla, Isabel
Vivar-Quintana, Ana M.
Coello, M. Carmen
Palacios Riocerezo, Carlos
Wells Moncada, Guillermo
author_sort González-Martín, M. Inmaculada
collection PubMed
description The potential of near infrared spectroscopy (NIR) with remote reflectance fiber-optic probes for determining the mineral composition of propolis was evaluated. This technology allows direct measurements without prior sample treatment. Ninety one samples of propolis were collected in Chile (Bio-Bio region) and Spain (Castilla-León and Galicia regions). The minerals measured were aluminum, calcium, iron, potassium, magnesium, phosphorus, and some potentially toxic trace elements such as zinc, chromium, nickel, copper and lead. The modified partial least squares (MPLS) regression method was used to develop the NIR calibration model. The determination coefficient (R(2)) and root mean square error of prediction (RMSEP) obtained for aluminum (0.79, 53), calcium (0.83, 94), iron (0.69, 134) potassium (0.95, 117), magnesium (0.70, 99), phosphorus (0.94, 24) zinc (0.87, 10) chromium (0.48, 0.6) nickel (0.52, 0.7) copper (0.64, 0.9) and lead (0.70, 2) in ppm. The results demonstrated that the capacity for prediction can be considered good for wide ranges of potassium, phosphorus and zinc concentrations, and acceptable for aluminum, calcium, magnesium, iron and lead. This indicated that the NIR method is comparable to chemical methods. The method is of interest in the rapid prediction of potentially toxic elements in propolis before consumption.
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spelling pubmed-47012572016-01-19 Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy González-Martín, M. Inmaculada Escuredo, Olga Revilla, Isabel Vivar-Quintana, Ana M. Coello, M. Carmen Palacios Riocerezo, Carlos Wells Moncada, Guillermo Sensors (Basel) Article The potential of near infrared spectroscopy (NIR) with remote reflectance fiber-optic probes for determining the mineral composition of propolis was evaluated. This technology allows direct measurements without prior sample treatment. Ninety one samples of propolis were collected in Chile (Bio-Bio region) and Spain (Castilla-León and Galicia regions). The minerals measured were aluminum, calcium, iron, potassium, magnesium, phosphorus, and some potentially toxic trace elements such as zinc, chromium, nickel, copper and lead. The modified partial least squares (MPLS) regression method was used to develop the NIR calibration model. The determination coefficient (R(2)) and root mean square error of prediction (RMSEP) obtained for aluminum (0.79, 53), calcium (0.83, 94), iron (0.69, 134) potassium (0.95, 117), magnesium (0.70, 99), phosphorus (0.94, 24) zinc (0.87, 10) chromium (0.48, 0.6) nickel (0.52, 0.7) copper (0.64, 0.9) and lead (0.70, 2) in ppm. The results demonstrated that the capacity for prediction can be considered good for wide ranges of potassium, phosphorus and zinc concentrations, and acceptable for aluminum, calcium, magnesium, iron and lead. This indicated that the NIR method is comparable to chemical methods. The method is of interest in the rapid prediction of potentially toxic elements in propolis before consumption. MDPI 2015-11-03 /pmc/articles/PMC4701257/ /pubmed/26540058 http://dx.doi.org/10.3390/s151127854 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
González-Martín, M. Inmaculada
Escuredo, Olga
Revilla, Isabel
Vivar-Quintana, Ana M.
Coello, M. Carmen
Palacios Riocerezo, Carlos
Wells Moncada, Guillermo
Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy
title Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy
title_full Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy
title_fullStr Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy
title_full_unstemmed Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy
title_short Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy
title_sort determination of the mineral composition and toxic element contents of propolis by near infrared spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4701257/
https://www.ncbi.nlm.nih.gov/pubmed/26540058
http://dx.doi.org/10.3390/s151127854
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