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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2015
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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. |
format | Online Article Text |
id | pubmed-4701257 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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