Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS

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In this work, a method using ATR-FT-MIR and iPLS was developed to quantify whey protein supplement adulteration with rice flour. The original vanilla flavor commercial whey protein samples were adulterated with commercial rice flour with concentrations between 11.49% to 29.14% (w/w). After the adult...

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Detalles Bibliográficos
Autores: Braga, Soraia C. G. N., Braga, Filipe L., Boschetti, Ayssa de F., Gerardth, Lara F. F., da Rocha, Matheus A. C, Cecatto, Larissa
Formato: artículo
Fecha de Publicación:2021
Institución:Universidad Nacional de Trujillo
Repositorio:Revistas - Universidad Nacional de Trujillo
Lenguaje:inglés
OAI Identifier:oai:ojs.revistas.unitru.edu.pe:article/3797
Enlace del recurso:https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797
Nivel de acceso:acceso abierto
Materia:Fourier-transform mid infrared spectroscopy
interval partial least squared regression
whey protein supplement
adulteration
rice flour
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spelling Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLSBraga, Soraia C. G. N. Braga, Filipe L. Boschetti, Ayssa de F. Gerardth, Lara F. F. da Rocha, Matheus A. C Cecatto, Larissa Fourier-transform mid infrared spectroscopyinterval partial least squared regressionwhey protein supplementadulterationrice flourIn this work, a method using ATR-FT-MIR and iPLS was developed to quantify whey protein supplement adulteration with rice flour. The original vanilla flavor commercial whey protein samples were adulterated with commercial rice flour with concentrations between 11.49% to 29.14% (w/w). After the adulteration, the ATR-FT-MIR spectra were obtained with no additional preparation procedure. The iPLS model analysis was performed using RStudio software with the mdatools package. The RMSEC was 1.26, the R2= 0.954 and the cross-validation error (RMSECV) was 3.31. The prediction error (RMSEP) for the validation set was equal 3.48 and the validation R2 was 0.610. These parameters, associated with the fact that the method does not require sample preparation, demonstrate the procedure viability as a tool to quantify adulterations of whey protein with rice flour.Universidad Nacional de Trujillo2021-08-20info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797Scientia Agropecuaria; Vol. 12 Núm. 3 (2021): Julio - Septiembre; 379-383Scientia Agropecuaria; Vol. 12 No. 3 (2021): Julio - Septiembre; 379-3832306-67412077-9917reponame:Revistas - Universidad Nacional de Trujilloinstname:Universidad Nacional de Trujilloinstacron:UNITRUenghttps://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797/4424https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797/6820Derechos de autor 2021 Soraia C. G. N. Braga, Filipe L. Braga, Ayssa de F. Boschetti, Lara F. F. Gerardth, Matheus A. C da Rocha, Larissa Cecattohttps://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessoai:ojs.revistas.unitru.edu.pe:article/37972021-08-22T19:26:00Z
dc.title.none.fl_str_mv Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
title Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
spellingShingle Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
Braga, Soraia C. G. N.
Fourier-transform mid infrared spectroscopy
interval partial least squared regression
whey protein supplement
adulteration
rice flour
title_short Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
title_full Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
title_fullStr Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
title_full_unstemmed Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
title_sort Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
dc.creator.none.fl_str_mv Braga, Soraia C. G. N.
Braga, Filipe L.
Boschetti, Ayssa de F.
Gerardth, Lara F. F.
da Rocha, Matheus A. C
Cecatto, Larissa
author Braga, Soraia C. G. N.
author_facet Braga, Soraia C. G. N.
Braga, Filipe L.
Boschetti, Ayssa de F.
Gerardth, Lara F. F.
da Rocha, Matheus A. C
Cecatto, Larissa
author_role author
author2 Braga, Filipe L.
Boschetti, Ayssa de F.
Gerardth, Lara F. F.
da Rocha, Matheus A. C
Cecatto, Larissa
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Fourier-transform mid infrared spectroscopy
interval partial least squared regression
whey protein supplement
adulteration
rice flour
topic Fourier-transform mid infrared spectroscopy
interval partial least squared regression
whey protein supplement
adulteration
rice flour
description In this work, a method using ATR-FT-MIR and iPLS was developed to quantify whey protein supplement adulteration with rice flour. The original vanilla flavor commercial whey protein samples were adulterated with commercial rice flour with concentrations between 11.49% to 29.14% (w/w). After the adulteration, the ATR-FT-MIR spectra were obtained with no additional preparation procedure. The iPLS model analysis was performed using RStudio software with the mdatools package. The RMSEC was 1.26, the R2= 0.954 and the cross-validation error (RMSECV) was 3.31. The prediction error (RMSEP) for the validation set was equal 3.48 and the validation R2 was 0.610. These parameters, associated with the fact that the method does not require sample preparation, demonstrate the procedure viability as a tool to quantify adulterations of whey protein with rice flour.
publishDate 2021
dc.date.none.fl_str_mv 2021-08-20
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797
url https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797/4424
https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/3797/6820
dc.rights.none.fl_str_mv https://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.publisher.none.fl_str_mv Universidad Nacional de Trujillo
publisher.none.fl_str_mv Universidad Nacional de Trujillo
dc.source.none.fl_str_mv Scientia Agropecuaria; Vol. 12 Núm. 3 (2021): Julio - Septiembre; 379-383
Scientia Agropecuaria; Vol. 12 No. 3 (2021): Julio - Septiembre; 379-383
2306-6741
2077-9917
reponame:Revistas - Universidad Nacional de Trujillo
instname:Universidad Nacional de Trujillo
instacron:UNITRU
instname_str Universidad Nacional de Trujillo
instacron_str UNITRU
institution UNITRU
reponame_str Revistas - Universidad Nacional de Trujillo
collection Revistas - Universidad Nacional de Trujillo
repository.name.fl_str_mv
repository.mail.fl_str_mv
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