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Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather
Color change of fruit-based products during storage is an important quality parameter to determine their shelf life. In this study, a combination of relative humidity (RH) and illumination was evaluated on the stability of strawberry leathers. Samples were conditioned at 25 °C, in chambers with RH o...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8774461/ https://www.ncbi.nlm.nih.gov/pubmed/35053950 http://dx.doi.org/10.3390/foods11020218 |
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author | da Silva Simão, Raquel de Moraes, Jaqueline Oliveira Lopes, Julia Beims Frabetti, Ana Caroline Cichella Carciofi, Bruno Augusto Mattar Laurindo, João Borges |
author_facet | da Silva Simão, Raquel de Moraes, Jaqueline Oliveira Lopes, Julia Beims Frabetti, Ana Caroline Cichella Carciofi, Bruno Augusto Mattar Laurindo, João Borges |
author_sort | da Silva Simão, Raquel |
collection | PubMed |
description | Color change of fruit-based products during storage is an important quality parameter to determine their shelf life. In this study, a combination of relative humidity (RH) and illumination was evaluated on the stability of strawberry leathers. Samples were conditioned at 25 °C, in chambers with RH of 22.5% and 52.3% and under two levels of illumination (no illumination and with a light-emitting diode (LED) illumination at 1010 lx). Samples were analyzed during storage by instrumental color measurements, total anthocyanin content, and consumers’ acceptance/rejection of the product color. Current-status survival analysis was performed to estimate the sensory-based shelf-life of the strawberry leather. The chromatic parameters (a* and ΔE* values) and anthocyanin content changed with increasing storage time and RH, fitting a first-order fractional conversion model. Samples conditioned at the higher RH showed a higher reduction of a* values and anthocyanins losses when stored under LED illumination than those without illumination. The increase of RH resulted in a faster increase of the consumer rejection probability and a shorter shelf life of the strawberry leather. For 50% of consumers’ rejection, the sensory shelf life of the strawberry leather equilibrated at 22.5% RH was estimated as at least 54 days, while it was reduced to approximately 2 days at 52.3% RH. The red chromatic parameter (a* value) strongly correlated to the percentage of consumer rejection in all storage conditions, suggesting that this analytical parameter can be useful as a predictor of strawberry leather’s shelf life. Therefore, the results of this study show the applicability of an approach that integrates instrumental and sensory data to acquire faster information on color changes during the storage of strawberry leather and product shelf-life prediction. |
format | Online Article Text |
id | pubmed-8774461 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87744612022-01-21 Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather da Silva Simão, Raquel de Moraes, Jaqueline Oliveira Lopes, Julia Beims Frabetti, Ana Caroline Cichella Carciofi, Bruno Augusto Mattar Laurindo, João Borges Foods Article Color change of fruit-based products during storage is an important quality parameter to determine their shelf life. In this study, a combination of relative humidity (RH) and illumination was evaluated on the stability of strawberry leathers. Samples were conditioned at 25 °C, in chambers with RH of 22.5% and 52.3% and under two levels of illumination (no illumination and with a light-emitting diode (LED) illumination at 1010 lx). Samples were analyzed during storage by instrumental color measurements, total anthocyanin content, and consumers’ acceptance/rejection of the product color. Current-status survival analysis was performed to estimate the sensory-based shelf-life of the strawberry leather. The chromatic parameters (a* and ΔE* values) and anthocyanin content changed with increasing storage time and RH, fitting a first-order fractional conversion model. Samples conditioned at the higher RH showed a higher reduction of a* values and anthocyanins losses when stored under LED illumination than those without illumination. The increase of RH resulted in a faster increase of the consumer rejection probability and a shorter shelf life of the strawberry leather. For 50% of consumers’ rejection, the sensory shelf life of the strawberry leather equilibrated at 22.5% RH was estimated as at least 54 days, while it was reduced to approximately 2 days at 52.3% RH. The red chromatic parameter (a* value) strongly correlated to the percentage of consumer rejection in all storage conditions, suggesting that this analytical parameter can be useful as a predictor of strawberry leather’s shelf life. Therefore, the results of this study show the applicability of an approach that integrates instrumental and sensory data to acquire faster information on color changes during the storage of strawberry leather and product shelf-life prediction. MDPI 2022-01-13 /pmc/articles/PMC8774461/ /pubmed/35053950 http://dx.doi.org/10.3390/foods11020218 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article da Silva Simão, Raquel de Moraes, Jaqueline Oliveira Lopes, Julia Beims Frabetti, Ana Caroline Cichella Carciofi, Bruno Augusto Mattar Laurindo, João Borges Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather |
title | Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather |
title_full | Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather |
title_fullStr | Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather |
title_full_unstemmed | Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather |
title_short | Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather |
title_sort | survival analysis to predict how color influences the shelf life of strawberry leather |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8774461/ https://www.ncbi.nlm.nih.gov/pubmed/35053950 http://dx.doi.org/10.3390/foods11020218 |
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