Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS)
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1016/j.foodres.2017.01.027 http://hdl.handle.net/11449/174190 |
Resumo: | This study describes the application of laser-induced breakdown spectroscopy (LIBS) for the direct determination of Ca, K and Mg in powdered milk and solid dietary supplements. The following two calibration strategies were applied: (i) use of the samples to calculate calibration models (milk) and (ii) use of sample mixtures (supplements) to obtain a calibration curve. In both cases, reference values obtained from inductively coupled plasma optical emission spectroscopy (ICP OES) after acid digestion were used. The emission line selection from LIBS spectra was accomplished by analysing the regression coefficients of partial least squares (PLS) regression models, and wavelengths of 534.947, 766.490 and 285.213 nm were chosen for Ca, K and Mg, respectively. In the case of the determination of Ca in supplements, it was necessary to perform a dilution (10-fold) of the standards and samples to minimize matrix interference. The average accuracy for powdered milk ranged from 60% to 168% for Ca, 77% to 152% for K and 76% to 131% for Mg. In the case of dietary supplements, standard error of prediction (SEP) varied from 295 (Mg) to 3782 mg kg− 1 (Ca). The proposed method presented an analytical frequency of around 60 samples per hour and the step of sample manipulation was drastically reduced, with no generation of toxic chemical residues. |
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Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS)CalibrationChemometricsDietary supplementsDirect solid analysisLaser-induced breakdown spectroscopyPowdered milkThis study describes the application of laser-induced breakdown spectroscopy (LIBS) for the direct determination of Ca, K and Mg in powdered milk and solid dietary supplements. The following two calibration strategies were applied: (i) use of the samples to calculate calibration models (milk) and (ii) use of sample mixtures (supplements) to obtain a calibration curve. In both cases, reference values obtained from inductively coupled plasma optical emission spectroscopy (ICP OES) after acid digestion were used. The emission line selection from LIBS spectra was accomplished by analysing the regression coefficients of partial least squares (PLS) regression models, and wavelengths of 534.947, 766.490 and 285.213 nm were chosen for Ca, K and Mg, respectively. In the case of the determination of Ca in supplements, it was necessary to perform a dilution (10-fold) of the standards and samples to minimize matrix interference. The average accuracy for powdered milk ranged from 60% to 168% for Ca, 77% to 152% for K and 76% to 131% for Mg. In the case of dietary supplements, standard error of prediction (SEP) varied from 295 (Mg) to 3782 mg kg− 1 (Ca). The proposed method presented an analytical frequency of around 60 samples per hour and the step of sample manipulation was drastically reduced, with no generation of toxic chemical residues.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Group for Applied Instrumental Analysis Department of Chemistry Federal University of São Carlos, Rod. Washington Luís, km 235Department of Analytical Chemistry Institute of Chemistry São Paulo State University (Unesp), Rua Professor Francisco Degni, 55Department of Analytical Chemistry Institute of Chemistry São Paulo State University (Unesp), Rua Professor Francisco Degni, 55FAPESP: 2016/00779-6CNPq: 305637/2015-0CNPq: 401074/2014-5CNPq: 445729/2014-7Universidade Federal de São Carlos (UFSCar)Universidade Estadual Paulista (Unesp)dos Santos Augusto, AmandaBarsanelli, Paulo Lopes [UNESP]Pereira, Fabiola Manhas Verbi [UNESP]Pereira-Filho, Edenir Rodrigues2018-12-11T17:09:46Z2018-12-11T17:09:46Z2017-04-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article72-78application/pdfhttp://dx.doi.org/10.1016/j.foodres.2017.01.027Food Research International, v. 94, p. 72-78.0963-9969http://hdl.handle.net/11449/17419010.1016/j.foodres.2017.01.0272-s2.0-850120370562-s2.0-85012037056.pdf57044454736540240000-0002-8117-2108Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFood Research International1,472info:eu-repo/semantics/openAccess2023-11-19T06:15:14Zoai:repositorio.unesp.br:11449/174190Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T18:10:11.777570Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) |
title |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) |
spellingShingle |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) dos Santos Augusto, Amanda Calibration Chemometrics Dietary supplements Direct solid analysis Laser-induced breakdown spectroscopy Powdered milk |
title_short |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) |
title_full |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) |
title_fullStr |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) |
title_full_unstemmed |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) |
title_sort |
Calibration strategies for the direct determination of Ca, K, and Mg in commercial samples of powdered milk and solid dietary supplements using laser-induced breakdown spectroscopy (LIBS) |
author |
dos Santos Augusto, Amanda |
author_facet |
dos Santos Augusto, Amanda Barsanelli, Paulo Lopes [UNESP] Pereira, Fabiola Manhas Verbi [UNESP] Pereira-Filho, Edenir Rodrigues |
author_role |
author |
author2 |
Barsanelli, Paulo Lopes [UNESP] Pereira, Fabiola Manhas Verbi [UNESP] Pereira-Filho, Edenir Rodrigues |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Universidade Federal de São Carlos (UFSCar) Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
dos Santos Augusto, Amanda Barsanelli, Paulo Lopes [UNESP] Pereira, Fabiola Manhas Verbi [UNESP] Pereira-Filho, Edenir Rodrigues |
dc.subject.por.fl_str_mv |
Calibration Chemometrics Dietary supplements Direct solid analysis Laser-induced breakdown spectroscopy Powdered milk |
topic |
Calibration Chemometrics Dietary supplements Direct solid analysis Laser-induced breakdown spectroscopy Powdered milk |
description |
This study describes the application of laser-induced breakdown spectroscopy (LIBS) for the direct determination of Ca, K and Mg in powdered milk and solid dietary supplements. The following two calibration strategies were applied: (i) use of the samples to calculate calibration models (milk) and (ii) use of sample mixtures (supplements) to obtain a calibration curve. In both cases, reference values obtained from inductively coupled plasma optical emission spectroscopy (ICP OES) after acid digestion were used. The emission line selection from LIBS spectra was accomplished by analysing the regression coefficients of partial least squares (PLS) regression models, and wavelengths of 534.947, 766.490 and 285.213 nm were chosen for Ca, K and Mg, respectively. In the case of the determination of Ca in supplements, it was necessary to perform a dilution (10-fold) of the standards and samples to minimize matrix interference. The average accuracy for powdered milk ranged from 60% to 168% for Ca, 77% to 152% for K and 76% to 131% for Mg. In the case of dietary supplements, standard error of prediction (SEP) varied from 295 (Mg) to 3782 mg kg− 1 (Ca). The proposed method presented an analytical frequency of around 60 samples per hour and the step of sample manipulation was drastically reduced, with no generation of toxic chemical residues. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-04-01 2018-12-11T17:09:46Z 2018-12-11T17:09:46Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1016/j.foodres.2017.01.027 Food Research International, v. 94, p. 72-78. 0963-9969 http://hdl.handle.net/11449/174190 10.1016/j.foodres.2017.01.027 2-s2.0-85012037056 2-s2.0-85012037056.pdf 5704445473654024 0000-0002-8117-2108 |
url |
http://dx.doi.org/10.1016/j.foodres.2017.01.027 http://hdl.handle.net/11449/174190 |
identifier_str_mv |
Food Research International, v. 94, p. 72-78. 0963-9969 10.1016/j.foodres.2017.01.027 2-s2.0-85012037056 2-s2.0-85012037056.pdf 5704445473654024 0000-0002-8117-2108 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Food Research International 1,472 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
72-78 application/pdf |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808128904212250624 |