Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics

Autores
Bolaños, Daniela; Camiña, José Manuel; Marchevsky, Eduardo Jorge
Año de publicación
2015
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Received: 17 March 2015 /Accepted: 1 June 2015# Springer Science+Business Media New York 2015Abstract In this work, 26 elements (Ag, Al, As, B, Ba, Ca,Cd, Co, Cr, Cs, Cu, Ga, Fe, K, Mg, Mn, Na, P, Pb, Rb, Se, Si,Sr, Ti, V, and Zn) were analyzed by inductively coupled plasmaoptical emission spectroscopy (ICP-OES) in seed samples:amaranth, chia, sesame, linen, and quinoa. Elemental analysisshowed the presence of toxic elements (As, Cd, and Pb), aswell as high mineral content (Fe, Na, P, K, and Mg): Theconcentrations of toxic elements were below the permissiblelimits by the WHO. Chemometrics was performed by clusteranalysis (CA), principal component analysis (PCA), and partialleast squares discriminant analysis (PLS-DA). In all cases,a correct classification of each type of seed was obtained. Thecombination of elemental analysis (major, minor, and toxicelements) and chemometrics was useful to determine nutritionalquality in the studied seeds, as well as to classify themaccording to the botanical origin. For that, this method can beuseful for the analysis of raw material as quality control infood factories and government control labs.
Fil: Bolaños, Daniela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico San Luis. Instituto de Química de San Luis; Argentina
Fil: Camiña, José Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico San Luis. Instituto de Química de San Luis; Argentina
Fil: Marchevsky, Eduardo Jorge. Consejo Nacional de Investigaciones Cienti­ficas y Tecnicas. Instituto de Ciencias de la Tierra y Ambientales de la Pampa; Argentina. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales; Argentina
Materia
Amaranth, Chia, Sesame, Linen, And Quinoa Seeds
Icp-Oes:
Chemometrics
Classification
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/5793
Acceder
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repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by ChemometricsBolaños, DanielaCamiña, José ManuelMarchevsky, Eduardo JorgeAmaranth, Chia, Sesame, Linen, And Quinoa SeedsIcp-Oes:ChemometricsClassificationhttps://purl.org/becyt/ford/1.4https://purl.org/becyt/ford/1Received: 17 March 2015 /Accepted: 1 June 2015# Springer Science+Business Media New York 2015Abstract In this work, 26 elements (Ag, Al, As, B, Ba, Ca,Cd, Co, Cr, Cs, Cu, Ga, Fe, K, Mg, Mn, Na, P, Pb, Rb, Se, Si,Sr, Ti, V, and Zn) were analyzed by inductively coupled plasmaoptical emission spectroscopy (ICP-OES) in seed samples:amaranth, chia, sesame, linen, and quinoa. Elemental analysisshowed the presence of toxic elements (As, Cd, and Pb), aswell as high mineral content (Fe, Na, P, K, and Mg): Theconcentrations of toxic elements were below the permissiblelimits by the WHO. Chemometrics was performed by clusteranalysis (CA), principal component analysis (PCA), and partialleast squares discriminant analysis (PLS-DA). In all cases,a correct classification of each type of seed was obtained. Thecombination of elemental analysis (major, minor, and toxicelements) and chemometrics was useful to determine nutritionalquality in the studied seeds, as well as to classify themaccording to the botanical origin. For that, this method can beuseful for the analysis of raw material as quality control infood factories and government control labs.Fil: Bolaños, Daniela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico San Luis. Instituto de Química de San Luis; ArgentinaFil: Camiña, José Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico San Luis. Instituto de Química de San Luis; ArgentinaFil: Marchevsky, Eduardo Jorge. Consejo Nacional de Investigaciones Cienti­ficas y Tecnicas. Instituto de Ciencias de la Tierra y Ambientales de la Pampa; Argentina. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales; ArgentinaSpringer2015-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/5793Bolaños, Daniela; Camiña, José Manuel; Marchevsky, Eduardo Jorge; Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics; Springer; Food Analytical Methods; 9; 2; 7-2015; 477-4841936-9751enginfo:eu-repo/semantics/altIdentifier/url/http://link.springer.com/article/10.1007%2Fs12161-015-0217-4info:eu-repo/semantics/altIdentifier/doi/10.1007/s12161-015-0217-4info:eu-repo/semantics/altIdentifier/doi/info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:42:37Zoai:ri.conicet.gov.ar:11336/5793instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 10:42:37.74CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
title Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
spellingShingle Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
Bolaños, Daniela
Amaranth, Chia, Sesame, Linen, And Quinoa Seeds
Icp-Oes:
Chemometrics
Classification
title_short Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
title_full Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
title_fullStr Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
title_full_unstemmed Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
title_sort Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics
dc.creator.none.fl_str_mv Bolaños, Daniela
Camiña, José Manuel
Marchevsky, Eduardo Jorge
author Bolaños, Daniela
author_facet Bolaños, Daniela
Camiña, José Manuel
Marchevsky, Eduardo Jorge
author_role author
author2 Camiña, José Manuel
Marchevsky, Eduardo Jorge
author2_role author
author
dc.subject.none.fl_str_mv Amaranth, Chia, Sesame, Linen, And Quinoa Seeds
Icp-Oes:
Chemometrics
Classification
topic Amaranth, Chia, Sesame, Linen, And Quinoa Seeds
Icp-Oes:
Chemometrics
Classification
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.4
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Received: 17 March 2015 /Accepted: 1 June 2015# Springer Science+Business Media New York 2015Abstract In this work, 26 elements (Ag, Al, As, B, Ba, Ca,Cd, Co, Cr, Cs, Cu, Ga, Fe, K, Mg, Mn, Na, P, Pb, Rb, Se, Si,Sr, Ti, V, and Zn) were analyzed by inductively coupled plasmaoptical emission spectroscopy (ICP-OES) in seed samples:amaranth, chia, sesame, linen, and quinoa. Elemental analysisshowed the presence of toxic elements (As, Cd, and Pb), aswell as high mineral content (Fe, Na, P, K, and Mg): Theconcentrations of toxic elements were below the permissiblelimits by the WHO. Chemometrics was performed by clusteranalysis (CA), principal component analysis (PCA), and partialleast squares discriminant analysis (PLS-DA). In all cases,a correct classification of each type of seed was obtained. Thecombination of elemental analysis (major, minor, and toxicelements) and chemometrics was useful to determine nutritionalquality in the studied seeds, as well as to classify themaccording to the botanical origin. For that, this method can beuseful for the analysis of raw material as quality control infood factories and government control labs.
Fil: Bolaños, Daniela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico San Luis. Instituto de Química de San Luis; Argentina
Fil: Camiña, José Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico San Luis. Instituto de Química de San Luis; Argentina
Fil: Marchevsky, Eduardo Jorge. Consejo Nacional de Investigaciones Cienti­ficas y Tecnicas. Instituto de Ciencias de la Tierra y Ambientales de la Pampa; Argentina. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales; Argentina
description Received: 17 March 2015 /Accepted: 1 June 2015# Springer Science+Business Media New York 2015Abstract In this work, 26 elements (Ag, Al, As, B, Ba, Ca,Cd, Co, Cr, Cs, Cu, Ga, Fe, K, Mg, Mn, Na, P, Pb, Rb, Se, Si,Sr, Ti, V, and Zn) were analyzed by inductively coupled plasmaoptical emission spectroscopy (ICP-OES) in seed samples:amaranth, chia, sesame, linen, and quinoa. Elemental analysisshowed the presence of toxic elements (As, Cd, and Pb), aswell as high mineral content (Fe, Na, P, K, and Mg): Theconcentrations of toxic elements were below the permissiblelimits by the WHO. Chemometrics was performed by clusteranalysis (CA), principal component analysis (PCA), and partialleast squares discriminant analysis (PLS-DA). In all cases,a correct classification of each type of seed was obtained. Thecombination of elemental analysis (major, minor, and toxicelements) and chemometrics was useful to determine nutritionalquality in the studied seeds, as well as to classify themaccording to the botanical origin. For that, this method can beuseful for the analysis of raw material as quality control infood factories and government control labs.
publishDate 2015
dc.date.none.fl_str_mv 2015-07
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/5793
Bolaños, Daniela; Camiña, José Manuel; Marchevsky, Eduardo Jorge; Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics; Springer; Food Analytical Methods; 9; 2; 7-2015; 477-484
1936-9751
url http://hdl.handle.net/11336/5793
identifier_str_mv Bolaños, Daniela; Camiña, José Manuel; Marchevsky, Eduardo Jorge; Elemental Analysis of Amaranth, Chia, Sesame, Linen, and Quinoa Seeds by ICP-OES: Assessment of Classification by Chemometrics; Springer; Food Analytical Methods; 9; 2; 7-2015; 477-484
1936-9751
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://link.springer.com/article/10.1007%2Fs12161-015-0217-4
info:eu-repo/semantics/altIdentifier/doi/10.1007/s12161-015-0217-4
info:eu-repo/semantics/altIdentifier/doi/
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.070432

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