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Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets

The growth of naturally contaminated pseudomonads on fresh breast and thigh poultry fillets during aerobic storage was studied and modeled as a function of temperature (0–30°C). A statistical comparison of the models for breast and thigh fillets showed that muscle type does not significantly affect...

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Detalles Bibliográficos
Autores principales: Tsaloumi, Sofia, Aspridou, Zafiro, Spyrelli, Evgenia, Nychas, George-John E., Koutsoumanis, Konstantinos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9264009/
https://www.ncbi.nlm.nih.gov/pubmed/35797780
http://dx.doi.org/10.1016/j.psj.2022.101985
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author Tsaloumi, Sofia
Aspridou, Zafiro
Spyrelli, Evgenia
Nychas, George-John E.
Koutsoumanis, Konstantinos
author_facet Tsaloumi, Sofia
Aspridou, Zafiro
Spyrelli, Evgenia
Nychas, George-John E.
Koutsoumanis, Konstantinos
author_sort Tsaloumi, Sofia
collection PubMed
description The growth of naturally contaminated pseudomonads on fresh breast and thigh poultry fillets during aerobic storage was studied and modeled as a function of temperature (0–30°C). A statistical comparison of the models for breast and thigh fillets showed that muscle type does not significantly affect the temperature dependence of pseudomonads growth kinetics. A unified model for breast and thigh was developed and validated against pseudomonads growth rate data under isothermal conditions extracted from literature and experimental data under dynamic temperature conditions. The validation results showed a satisfactory performance of the model with the bias and accuracy factors ranging from 0.85 to 1.09 and 1.02 to 1.21, respectively. The model was further used to predict the shelf life of fresh poultry as the time required by pseudomonads to reach the spoilage level for various scenarios of temperature, initial contamination level, and physiological state of pseudomonads demonstrating its application in a risk-based shelf-life assessment of fresh poultry products.
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spelling pubmed-92640092022-07-09 Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets Tsaloumi, Sofia Aspridou, Zafiro Spyrelli, Evgenia Nychas, George-John E. Koutsoumanis, Konstantinos Poult Sci MICROBIOLOGY AND FOOD SAFETY The growth of naturally contaminated pseudomonads on fresh breast and thigh poultry fillets during aerobic storage was studied and modeled as a function of temperature (0–30°C). A statistical comparison of the models for breast and thigh fillets showed that muscle type does not significantly affect the temperature dependence of pseudomonads growth kinetics. A unified model for breast and thigh was developed and validated against pseudomonads growth rate data under isothermal conditions extracted from literature and experimental data under dynamic temperature conditions. The validation results showed a satisfactory performance of the model with the bias and accuracy factors ranging from 0.85 to 1.09 and 1.02 to 1.21, respectively. The model was further used to predict the shelf life of fresh poultry as the time required by pseudomonads to reach the spoilage level for various scenarios of temperature, initial contamination level, and physiological state of pseudomonads demonstrating its application in a risk-based shelf-life assessment of fresh poultry products. Elsevier 2022-06-02 /pmc/articles/PMC9264009/ /pubmed/35797780 http://dx.doi.org/10.1016/j.psj.2022.101985 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle MICROBIOLOGY AND FOOD SAFETY
Tsaloumi, Sofia
Aspridou, Zafiro
Spyrelli, Evgenia
Nychas, George-John E.
Koutsoumanis, Konstantinos
Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets
title Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets
title_full Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets
title_fullStr Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets
title_full_unstemmed Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets
title_short Development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets
title_sort development and validation of a mathematical model for pseudomonads growth as a basis for predicting spoilage of fresh poultry breast and thigh fillets
topic MICROBIOLOGY AND FOOD SAFETY
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9264009/
https://www.ncbi.nlm.nih.gov/pubmed/35797780
http://dx.doi.org/10.1016/j.psj.2022.101985
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