Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics

Detalhes bibliográficos
Autor(a) principal: Wlodarska, Katarzyna
Data de Publicação: 2017
Outros Autores: Pawlak-Lemanska, Katarzyna, Khmelinskii, Igor, Sikorska, Ewa
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.1/11696
Resumo: Fluorescence spectroscopy is gaining increasing attention in food analysis due to its higher sensitivity and selectivity as compared to other spectroscopic techniques. Synchronous scanning fluorescence technique is particularly useful in studies of multi-fluorophoric food samples, providing a further improvement of selectivity by reduction in the spectral overlapping and suppressing light-scattering interferences. Presently, we study the feasibility of the prediction of the total phenolics, flavonoids, and antioxidant capacity using front-face synchronous fluorescence spectra of apple juices. Commercial apple juices from different product ranges were studied. Principal component analysis (PCA) applied to the unfolded synchronous fluorescence spectra was used to compare the fluorescence of the entire sample set. The regression analysis was performed using partial least squares (PLS1 and PLS2) methods on the unfolded total synchronous and on the single-offset synchronous fluorescence spectra. The best calibration models for all of the studied parameters were obtained using the PLS1 method for the single-offset synchronous spectra. The models for the prediction of the total flavonoid content had the best performance; the optimal model was obtained for the analysis of the synchronous fluorescence spectra at Delta lambda = 110 nm (R (2) = 0.870, residual predictive deviation (RPD) = 2.7). The optimal calibration models for the prediction of the total phenolic content (Delta lambda = 80 nm, R (2) = 0.766, RPD = 2.0) and the total antioxidant capacity (Delta lambda = 70 nm, R (2) = 0.787, RPD = 2.1) had only an approximate predictive ability. These results demonstrate that synchronous fluorescence could be a useful tool in fast semi-quantitative screening for the antioxidant properties of the apple juices.
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spelling Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometricsExcitation-emission-spectraNear-infrared spectroscopyNir spectroscopyNondestructive MeasurementPhenolic-acidsVitamin-CQualityPolyphenolCapacitySamplesFluorescence spectroscopy is gaining increasing attention in food analysis due to its higher sensitivity and selectivity as compared to other spectroscopic techniques. Synchronous scanning fluorescence technique is particularly useful in studies of multi-fluorophoric food samples, providing a further improvement of selectivity by reduction in the spectral overlapping and suppressing light-scattering interferences. Presently, we study the feasibility of the prediction of the total phenolics, flavonoids, and antioxidant capacity using front-face synchronous fluorescence spectra of apple juices. Commercial apple juices from different product ranges were studied. Principal component analysis (PCA) applied to the unfolded synchronous fluorescence spectra was used to compare the fluorescence of the entire sample set. The regression analysis was performed using partial least squares (PLS1 and PLS2) methods on the unfolded total synchronous and on the single-offset synchronous fluorescence spectra. The best calibration models for all of the studied parameters were obtained using the PLS1 method for the single-offset synchronous spectra. The models for the prediction of the total flavonoid content had the best performance; the optimal model was obtained for the analysis of the synchronous fluorescence spectra at Delta lambda = 110 nm (R (2) = 0.870, residual predictive deviation (RPD) = 2.7). The optimal calibration models for the prediction of the total phenolic content (Delta lambda = 80 nm, R (2) = 0.766, RPD = 2.0) and the total antioxidant capacity (Delta lambda = 70 nm, R (2) = 0.787, RPD = 2.1) had only an approximate predictive ability. These results demonstrate that synchronous fluorescence could be a useful tool in fast semi-quantitative screening for the antioxidant properties of the apple juices.SpringerSapientiaWlodarska, KatarzynaPawlak-Lemanska, KatarzynaKhmelinskii, IgorSikorska, Ewa2018-12-07T14:53:48Z2017-052017-05-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.1/11696eng1936-975110.1007/s12161-016-0711-3info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-24T10:23:32Zoai:sapientia.ualg.pt:10400.1/11696Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:03:09.891856Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
title Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
spellingShingle Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
Wlodarska, Katarzyna
Excitation-emission-spectra
Near-infrared spectroscopy
Nir spectroscopy
Nondestructive Measurement
Phenolic-acids
Vitamin-C
Quality
Polyphenol
Capacity
Samples
title_short Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
title_full Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
title_fullStr Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
title_full_unstemmed Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
title_sort Screening of antioxidant properties of the apple juice using the front-face synchronous fluorescence and chemometrics
author Wlodarska, Katarzyna
author_facet Wlodarska, Katarzyna
Pawlak-Lemanska, Katarzyna
Khmelinskii, Igor
Sikorska, Ewa
author_role author
author2 Pawlak-Lemanska, Katarzyna
Khmelinskii, Igor
Sikorska, Ewa
author2_role author
author
author
dc.contributor.none.fl_str_mv Sapientia
dc.contributor.author.fl_str_mv Wlodarska, Katarzyna
Pawlak-Lemanska, Katarzyna
Khmelinskii, Igor
Sikorska, Ewa
dc.subject.por.fl_str_mv Excitation-emission-spectra
Near-infrared spectroscopy
Nir spectroscopy
Nondestructive Measurement
Phenolic-acids
Vitamin-C
Quality
Polyphenol
Capacity
Samples
topic Excitation-emission-spectra
Near-infrared spectroscopy
Nir spectroscopy
Nondestructive Measurement
Phenolic-acids
Vitamin-C
Quality
Polyphenol
Capacity
Samples
description Fluorescence spectroscopy is gaining increasing attention in food analysis due to its higher sensitivity and selectivity as compared to other spectroscopic techniques. Synchronous scanning fluorescence technique is particularly useful in studies of multi-fluorophoric food samples, providing a further improvement of selectivity by reduction in the spectral overlapping and suppressing light-scattering interferences. Presently, we study the feasibility of the prediction of the total phenolics, flavonoids, and antioxidant capacity using front-face synchronous fluorescence spectra of apple juices. Commercial apple juices from different product ranges were studied. Principal component analysis (PCA) applied to the unfolded synchronous fluorescence spectra was used to compare the fluorescence of the entire sample set. The regression analysis was performed using partial least squares (PLS1 and PLS2) methods on the unfolded total synchronous and on the single-offset synchronous fluorescence spectra. The best calibration models for all of the studied parameters were obtained using the PLS1 method for the single-offset synchronous spectra. The models for the prediction of the total flavonoid content had the best performance; the optimal model was obtained for the analysis of the synchronous fluorescence spectra at Delta lambda = 110 nm (R (2) = 0.870, residual predictive deviation (RPD) = 2.7). The optimal calibration models for the prediction of the total phenolic content (Delta lambda = 80 nm, R (2) = 0.766, RPD = 2.0) and the total antioxidant capacity (Delta lambda = 70 nm, R (2) = 0.787, RPD = 2.1) had only an approximate predictive ability. These results demonstrate that synchronous fluorescence could be a useful tool in fast semi-quantitative screening for the antioxidant properties of the apple juices.
publishDate 2017
dc.date.none.fl_str_mv 2017-05
2017-05-01T00:00:00Z
2018-12-07T14:53:48Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.1/11696
url http://hdl.handle.net/10400.1/11696
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1936-9751
10.1007/s12161-016-0711-3
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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