Whey protein supplement adulteration with rice flour quantification: A simple method using ATR-FT-MIR and iPLS
Descripción del Articulo
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...
Autores: | , , , , , |
---|---|
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 |
id |
REVUNITRU_32e8f3922260ddc98e0dda4d667107ae |
---|---|
oai_identifier_str |
oai:ojs.revistas.unitru.edu.pe:article/3797 |
network_acronym_str |
REVUNITRU |
network_name_str |
Revistas - Universidad Nacional de Trujillo |
repository_id_str |
|
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 |
|
_version_ |
1845886915523379200 |
score |
13.02468 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).