Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology

Detalhes bibliográficos
Autor(a) principal: Skeika,Tatiane
Data de Publicação: 2008
Outros Autores: Faria,Mariane Ferreira de, Nagata,Noemi, Pessoa,Christiana A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Journal of the Brazilian Chemical Society (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532008000400021
Resumo: This paper shows the simultaneous electrochemical determination of dypirone (DIP) and paracetamol (PAR) by differential pulse voltammetry technique (DPV) using an unmodified carbon paste electrode. Because of the overlapping of the voltammetric peaks of DIP and PAR, the multivariate calibration methodology based on Partial Least Square Regression (PLSR) was proposed. The data pre-treatment used in this process was mean centering and to choose the principal component number a cross validation procedure was used (leave-one-out). Four principal components were necessary to obtain the lowest PRESS (Prediction Residual Error Sum of Squares). The statistics showed that this model explains approximately 95.5% of the variance from the data set. Using this model, high correlation between real and predicted concentrations was observed. However, for low concentrations of PAR the relative error increased to 25%. Comparing RMSEP (Root Mean Square of Error Prediction) between PAR and DIP, it was observed that it was lower for DIP probably due to higher analytical information in the voltammograms for this analyte when compared to the electrochemical process of PAR, which presented only one potential peak due to its irreversible oxidation.
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spelling Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodologyparacetamoldypironecarbon paste electrodedifferential pulse voltammetrymultivariate calibration methodologyThis paper shows the simultaneous electrochemical determination of dypirone (DIP) and paracetamol (PAR) by differential pulse voltammetry technique (DPV) using an unmodified carbon paste electrode. Because of the overlapping of the voltammetric peaks of DIP and PAR, the multivariate calibration methodology based on Partial Least Square Regression (PLSR) was proposed. The data pre-treatment used in this process was mean centering and to choose the principal component number a cross validation procedure was used (leave-one-out). Four principal components were necessary to obtain the lowest PRESS (Prediction Residual Error Sum of Squares). The statistics showed that this model explains approximately 95.5% of the variance from the data set. Using this model, high correlation between real and predicted concentrations was observed. However, for low concentrations of PAR the relative error increased to 25%. Comparing RMSEP (Root Mean Square of Error Prediction) between PAR and DIP, it was observed that it was lower for DIP probably due to higher analytical information in the voltammograms for this analyte when compared to the electrochemical process of PAR, which presented only one potential peak due to its irreversible oxidation.Sociedade Brasileira de Química2008-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532008000400021Journal of the Brazilian Chemical Society v.19 n.4 2008reponame:Journal of the Brazilian Chemical Society (Online)instname:Sociedade Brasileira de Química (SBQ)instacron:SBQ10.1590/S0103-50532008000400021info:eu-repo/semantics/openAccessSkeika,TatianeFaria,Mariane Ferreira deNagata,NoemiPessoa,Christiana A.eng2008-06-11T00:00:00Zoai:scielo:S0103-50532008000400021Revistahttp://jbcs.sbq.org.brONGhttps://old.scielo.br/oai/scielo-oai.php||office@jbcs.sbq.org.br1678-47900103-5053opendoar:2008-06-11T00:00Journal of the Brazilian Chemical Society (Online) - Sociedade Brasileira de Química (SBQ)false
dc.title.none.fl_str_mv Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
title Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
spellingShingle Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
Skeika,Tatiane
paracetamol
dypirone
carbon paste electrode
differential pulse voltammetry
multivariate calibration methodology
title_short Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
title_full Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
title_fullStr Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
title_full_unstemmed Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
title_sort Simultaneous voltammetric determination of dypirone and paracetamol with carbon paste electrode and multivariate calibration methodology
author Skeika,Tatiane
author_facet Skeika,Tatiane
Faria,Mariane Ferreira de
Nagata,Noemi
Pessoa,Christiana A.
author_role author
author2 Faria,Mariane Ferreira de
Nagata,Noemi
Pessoa,Christiana A.
author2_role author
author
author
dc.contributor.author.fl_str_mv Skeika,Tatiane
Faria,Mariane Ferreira de
Nagata,Noemi
Pessoa,Christiana A.
dc.subject.por.fl_str_mv paracetamol
dypirone
carbon paste electrode
differential pulse voltammetry
multivariate calibration methodology
topic paracetamol
dypirone
carbon paste electrode
differential pulse voltammetry
multivariate calibration methodology
description This paper shows the simultaneous electrochemical determination of dypirone (DIP) and paracetamol (PAR) by differential pulse voltammetry technique (DPV) using an unmodified carbon paste electrode. Because of the overlapping of the voltammetric peaks of DIP and PAR, the multivariate calibration methodology based on Partial Least Square Regression (PLSR) was proposed. The data pre-treatment used in this process was mean centering and to choose the principal component number a cross validation procedure was used (leave-one-out). Four principal components were necessary to obtain the lowest PRESS (Prediction Residual Error Sum of Squares). The statistics showed that this model explains approximately 95.5% of the variance from the data set. Using this model, high correlation between real and predicted concentrations was observed. However, for low concentrations of PAR the relative error increased to 25%. Comparing RMSEP (Root Mean Square of Error Prediction) between PAR and DIP, it was observed that it was lower for DIP probably due to higher analytical information in the voltammograms for this analyte when compared to the electrochemical process of PAR, which presented only one potential peak due to its irreversible oxidation.
publishDate 2008
dc.date.none.fl_str_mv 2008-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532008000400021
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532008000400021
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0103-50532008000400021
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Sociedade Brasileira de Química
publisher.none.fl_str_mv Sociedade Brasileira de Química
dc.source.none.fl_str_mv Journal of the Brazilian Chemical Society v.19 n.4 2008
reponame:Journal of the Brazilian Chemical Society (Online)
instname:Sociedade Brasileira de Química (SBQ)
instacron:SBQ
instname_str Sociedade Brasileira de Química (SBQ)
instacron_str SBQ
institution SBQ
reponame_str Journal of the Brazilian Chemical Society (Online)
collection Journal of the Brazilian Chemical Society (Online)
repository.name.fl_str_mv Journal of the Brazilian Chemical Society (Online) - Sociedade Brasileira de Química (SBQ)
repository.mail.fl_str_mv ||office@jbcs.sbq.org.br
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