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)

Detalhes bibliográficos
Autor(a) principal: dos Santos Augusto, Amanda
Data de Publicação: 2017
Outros Autores: Barsanelli, Paulo Lopes [UNESP], Pereira, Fabiola Manhas Verbi [UNESP], Pereira-Filho, Edenir Rodrigues
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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spelling 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
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