A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage

Autores
Cassani, Lucía; Santos, Mauricio; Gerbino, Esteban; Moreira, María del Rosario; Gómez-Zavaglia, Andrea
Año de publicación
2018
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Fil: Casani, Lucia. Universidad Nacional de Mar del Plata. Facultad de ingeniería. Grupo de Investigación de Ingeniería de Alimentos; Argentina.
Fil: Santos, Mauricio. ANLIS Dr.C.G.Malbrán. Instituto Nacional de Enfermedades Infecciosas. Departamento de Bacteriología. Servicio de Bacteriología Clínica; Argentina.
Fil: Gerbino, Esteban. Consejo Nacional de Investigaciones Argentinas (CONICET); Argentina.
Fil: Moreira, María del Rosario. Universidad Nacional de Mar del Plata. Facultad de ingeniería. Grupo de Investigación de Ingeniería de Alimentos; Argentina.
Fil: Gómez-Zavaglia, Andrea. Centro de Investigación y Desarrollo en Criotecnología de Alimentos (CIDCA, CCT-CONICET); Buenos Aires, Argentina.
In this work, a Fourier transform mid-infrared spectroscopy (FTIR)-based method was developed for simultaneously quantifying simple sugars and exogenously added fructooligosaccharides (FOS) in strawberry juices preserved for up to 14 d using nonthermal techniques (geraniol and vanillin+ultrasound). The main spectral differences were observed in the 1200 to 900 cm-1 region. The presence of FOS was identified by the typical bands at 1134, 1034, and 935 cm-1 . During storage, a significant decrease of sucrose was concomitant to an increase of glucose and fructose in juices stored without any previous preservation treatment, as determined by high-performance liquid chromatography (HPLC). A principal component analysis was performed on the FTIR spectra corresponding to the different treatments. The groups observed explained more than 94% of the variance and were related to changes in the carbohydrate composition during storage. Then, different partial least square models (PLS) were defined to determine the concentrations of glucose, sucrose, fructose, and those of exogenously added FOS with degrees of polymerization within 3 and 5. The carbohydrates' concentrations determined by HPLC were used as reference method. The models were validated with independent sets of data. The mean of predicted values fitted nicely those obtained by HPLC (correlation and R2  > 0.97), thus supporting the use of the PLS models to monitor the quality of strawberry juices in unknown samples. In conclusion, FTIR spectroscopy appears as an adequate analytical tool to quick assess whether juice formulations meet specifications in terms of authenticity, contamination and/or deterioration.
Materia
Espectroscopía Infrarroja por Transformada de Fourier
Carbohidratos
Nivel de accesibilidad
acceso abierto
Condiciones de uso
Repositorio
Sistema de Gestión del Conocimiento ANLIS MALBRÁN
Institución
Administración Nacional de Laboratorios e Institutos de Salud "Dr. Carlos G. Malbrán"
OAI Identificador
oai:sgc.anlis.gob.ar:123456789/1689

id SGCANLIS_cd0e40842cea7159a01b8602a4ab483b
oai_identifier_str oai:sgc.anlis.gob.ar:123456789/1689
network_acronym_str SGCANLIS
repository_id_str a
network_name_str Sistema de Gestión del Conocimiento ANLIS MALBRÁN
spelling A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During StorageCassani, LucíaSantos, MauricioGerbino, EstebanMoreira, María del RosarioGómez-Zavaglia, AndreaEspectroscopía Infrarroja por Transformada de FourierCarbohidratosFil: Casani, Lucia. Universidad Nacional de Mar del Plata. Facultad de ingeniería. Grupo de Investigación de Ingeniería de Alimentos; Argentina.Fil: Santos, Mauricio. ANLIS Dr.C.G.Malbrán. Instituto Nacional de Enfermedades Infecciosas. Departamento de Bacteriología. Servicio de Bacteriología Clínica; Argentina.Fil: Gerbino, Esteban. Consejo Nacional de Investigaciones Argentinas (CONICET); Argentina.Fil: Moreira, María del Rosario. Universidad Nacional de Mar del Plata. Facultad de ingeniería. Grupo de Investigación de Ingeniería de Alimentos; Argentina.Fil: Gómez-Zavaglia, Andrea. Centro de Investigación y Desarrollo en Criotecnología de Alimentos (CIDCA, CCT-CONICET); Buenos Aires, Argentina.In this work, a Fourier transform mid-infrared spectroscopy (FTIR)-based method was developed for simultaneously quantifying simple sugars and exogenously added fructooligosaccharides (FOS) in strawberry juices preserved for up to 14 d using nonthermal techniques (geraniol and vanillin+ultrasound). The main spectral differences were observed in the 1200 to 900 cm-1 region. The presence of FOS was identified by the typical bands at 1134, 1034, and 935 cm-1 . During storage, a significant decrease of sucrose was concomitant to an increase of glucose and fructose in juices stored without any previous preservation treatment, as determined by high-performance liquid chromatography (HPLC). A principal component analysis was performed on the FTIR spectra corresponding to the different treatments. The groups observed explained more than 94% of the variance and were related to changes in the carbohydrate composition during storage. Then, different partial least square models (PLS) were defined to determine the concentrations of glucose, sucrose, fructose, and those of exogenously added FOS with degrees of polymerization within 3 and 5. The carbohydrates' concentrations determined by HPLC were used as reference method. The models were validated with independent sets of data. The mean of predicted values fitted nicely those obtained by HPLC (correlation and R2  > 0.97), thus supporting the use of the PLS models to monitor the quality of strawberry juices in unknown samples. In conclusion, FTIR spectroscopy appears as an adequate analytical tool to quick assess whether juice formulations meet specifications in terms of authenticity, contamination and/or deterioration.2018-03info:ar-repo/semantics/articuloinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://sgc.anlis.gob.ar/handle/123456789/168910.1111/1750-3841.13994Journal of food scienceenginfo:eu-repo/semantics/openAccessreponame:Sistema de Gestión del Conocimiento ANLIS MALBRÁNinstname:Administración Nacional de Laboratorios e Institutos de Salud "Dr. Carlos G. Malbrán"instacron:ANLIS2025-09-11T10:51:21Zoai:sgc.anlis.gob.ar:123456789/1689Institucionalhttp://sgc.anlis.gob.ar/Organismo científico-tecnológicoNo correspondehttp://sgc.anlis.gob.ar/oai/biblioteca@anlis.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:a2025-09-11 10:51:21.682Sistema de Gestión del Conocimiento ANLIS MALBRÁN - Administración Nacional de Laboratorios e Institutos de Salud "Dr. Carlos G. Malbrán"false
dc.title.none.fl_str_mv A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
title A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
spellingShingle A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
Cassani, Lucía
Espectroscopía Infrarroja por Transformada de Fourier
Carbohidratos
title_short A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
title_full A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
title_fullStr A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
title_full_unstemmed A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
title_sort A Combined Approach of Infrared Spectroscopy and Multivariate Analysis for the Simultaneous Determination of Sugars and Fructans in Strawberry Juices During Storage
dc.creator.none.fl_str_mv Cassani, Lucía
Santos, Mauricio
Gerbino, Esteban
Moreira, María del Rosario
Gómez-Zavaglia, Andrea
author Cassani, Lucía
author_facet Cassani, Lucía
Santos, Mauricio
Gerbino, Esteban
Moreira, María del Rosario
Gómez-Zavaglia, Andrea
author_role author
author2 Santos, Mauricio
Gerbino, Esteban
Moreira, María del Rosario
Gómez-Zavaglia, Andrea
author2_role author
author
author
author
dc.subject.none.fl_str_mv Espectroscopía Infrarroja por Transformada de Fourier
Carbohidratos
topic Espectroscopía Infrarroja por Transformada de Fourier
Carbohidratos
dc.description.none.fl_txt_mv Fil: Casani, Lucia. Universidad Nacional de Mar del Plata. Facultad de ingeniería. Grupo de Investigación de Ingeniería de Alimentos; Argentina.
Fil: Santos, Mauricio. ANLIS Dr.C.G.Malbrán. Instituto Nacional de Enfermedades Infecciosas. Departamento de Bacteriología. Servicio de Bacteriología Clínica; Argentina.
Fil: Gerbino, Esteban. Consejo Nacional de Investigaciones Argentinas (CONICET); Argentina.
Fil: Moreira, María del Rosario. Universidad Nacional de Mar del Plata. Facultad de ingeniería. Grupo de Investigación de Ingeniería de Alimentos; Argentina.
Fil: Gómez-Zavaglia, Andrea. Centro de Investigación y Desarrollo en Criotecnología de Alimentos (CIDCA, CCT-CONICET); Buenos Aires, Argentina.
In this work, a Fourier transform mid-infrared spectroscopy (FTIR)-based method was developed for simultaneously quantifying simple sugars and exogenously added fructooligosaccharides (FOS) in strawberry juices preserved for up to 14 d using nonthermal techniques (geraniol and vanillin+ultrasound). The main spectral differences were observed in the 1200 to 900 cm-1 region. The presence of FOS was identified by the typical bands at 1134, 1034, and 935 cm-1 . During storage, a significant decrease of sucrose was concomitant to an increase of glucose and fructose in juices stored without any previous preservation treatment, as determined by high-performance liquid chromatography (HPLC). A principal component analysis was performed on the FTIR spectra corresponding to the different treatments. The groups observed explained more than 94% of the variance and were related to changes in the carbohydrate composition during storage. Then, different partial least square models (PLS) were defined to determine the concentrations of glucose, sucrose, fructose, and those of exogenously added FOS with degrees of polymerization within 3 and 5. The carbohydrates' concentrations determined by HPLC were used as reference method. The models were validated with independent sets of data. The mean of predicted values fitted nicely those obtained by HPLC (correlation and R2  > 0.97), thus supporting the use of the PLS models to monitor the quality of strawberry juices in unknown samples. In conclusion, FTIR spectroscopy appears as an adequate analytical tool to quick assess whether juice formulations meet specifications in terms of authenticity, contamination and/or deterioration.
description Fil: Casani, Lucia. Universidad Nacional de Mar del Plata. Facultad de ingeniería. Grupo de Investigación de Ingeniería de Alimentos; Argentina.
publishDate 2018
dc.date.none.fl_str_mv 2018-03
dc.type.none.fl_str_mv info:ar-repo/semantics/articulo
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sgc.anlis.gob.ar/handle/123456789/1689
10.1111/1750-3841.13994
url http://sgc.anlis.gob.ar/handle/123456789/1689
identifier_str_mv 10.1111/1750-3841.13994
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of food science
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Sistema de Gestión del Conocimiento ANLIS MALBRÁN
instname:Administración Nacional de Laboratorios e Institutos de Salud "Dr. Carlos G. Malbrán"
instacron:ANLIS
reponame_str Sistema de Gestión del Conocimiento ANLIS MALBRÁN
collection Sistema de Gestión del Conocimiento ANLIS MALBRÁN
instname_str Administración Nacional de Laboratorios e Institutos de Salud "Dr. Carlos G. Malbrán"
instacron_str ANLIS
institution ANLIS
repository.name.fl_str_mv Sistema de Gestión del Conocimiento ANLIS MALBRÁN - Administración Nacional de Laboratorios e Institutos de Salud "Dr. Carlos G. Malbrán"
repository.mail.fl_str_mv biblioteca@anlis.gov.ar
_version_ 1842976721620434944
score 12.993085