Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract

Detalhes bibliográficos
Autor(a) principal: Külcü,Duygu Balpetek
Data de Publicação: 2022
Outros Autores: Kalkan,Selin
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Archives of Biology and Technology
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100501
Resumo: Abstract Using the non-linear regression model, the present study aims to develop sample mathematical models for the microbial flora by utilization of the antimicrobial effects of rosemary (Rosmarinus officinalis) extracts at different concentrations (0.5, 1, 1.5, and 2%) on the raw chicken mince. For this purpose, 5 experimental groups were established for each plant extract. The samples (100 g each) treated with plant extract at different concentrations were vacuum-packaged under aseptic conditions. The packaged samples were kept in refrigerator (4ºC). The microbiological analyses of (total mesophilic aerobic bacteria, total coliform group bacteria, S. aureus, total yeast-mold, and total psychrophilic bacteria) were performed on 0th, 1st, 3rd, 5th, 7th, and 10th days of storage. When compared to the control group the treatment with RE resulted in a decrease in the microbial numbers by 2.5 log units for TMAB number, by 3.5 log units for S. aureus number, by 3,5 log units for TMY number and by 1.5 log units for TP bacteria on the final day of storage. In establishing the model, the plant extract and storage period were used as variable parameters, whereas the shelf-life was used as output parameter. The changes in shelf-life of raw chicken minces by storage period and extract concentration were modeled, the compliance of obtained mathematical models was tested using Variance Analysis Method (ANOVA) and regression and determination coefficients (R2) were determined. After determining their compliance of models based on R2 values, the estimated values and real values were compared. As a result of study, it was determined that R2 values of raw chicken mince models by total mesophilic aerobic bacteria, S. aureus, total coliform bacteria, total yeast/mold, and total psychrophilic bacteria during the storage period were found to range between 0.743 and 0.978 and the models representing the microbial change were found to have a high level of compliance.
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spelling Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extractantimicrobialchicken mincerosemary extractnonlinear regressionAbstract Using the non-linear regression model, the present study aims to develop sample mathematical models for the microbial flora by utilization of the antimicrobial effects of rosemary (Rosmarinus officinalis) extracts at different concentrations (0.5, 1, 1.5, and 2%) on the raw chicken mince. For this purpose, 5 experimental groups were established for each plant extract. The samples (100 g each) treated with plant extract at different concentrations were vacuum-packaged under aseptic conditions. The packaged samples were kept in refrigerator (4ºC). The microbiological analyses of (total mesophilic aerobic bacteria, total coliform group bacteria, S. aureus, total yeast-mold, and total psychrophilic bacteria) were performed on 0th, 1st, 3rd, 5th, 7th, and 10th days of storage. When compared to the control group the treatment with RE resulted in a decrease in the microbial numbers by 2.5 log units for TMAB number, by 3.5 log units for S. aureus number, by 3,5 log units for TMY number and by 1.5 log units for TP bacteria on the final day of storage. In establishing the model, the plant extract and storage period were used as variable parameters, whereas the shelf-life was used as output parameter. The changes in shelf-life of raw chicken minces by storage period and extract concentration were modeled, the compliance of obtained mathematical models was tested using Variance Analysis Method (ANOVA) and regression and determination coefficients (R2) were determined. After determining their compliance of models based on R2 values, the estimated values and real values were compared. As a result of study, it was determined that R2 values of raw chicken mince models by total mesophilic aerobic bacteria, S. aureus, total coliform bacteria, total yeast/mold, and total psychrophilic bacteria during the storage period were found to range between 0.743 and 0.978 and the models representing the microbial change were found to have a high level of compliance.Instituto de Tecnologia do Paraná - Tecpar2022-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100501Brazilian Archives of Biology and Technology v.65 2022reponame:Brazilian Archives of Biology and Technologyinstname:Instituto de Tecnologia do Paraná (Tecpar)instacron:TECPAR10.1590/1678-4324-2022200801info:eu-repo/semantics/openAccessKülcü,Duygu BalpetekKalkan,Selineng2022-03-04T00:00:00Zoai:scielo:S1516-89132022000100501Revistahttps://www.scielo.br/j/babt/https://old.scielo.br/oai/scielo-oai.phpbabt@tecpar.br||babt@tecpar.br1678-43241516-8913opendoar:2022-03-04T00:00Brazilian Archives of Biology and Technology - Instituto de Tecnologia do Paraná (Tecpar)false
dc.title.none.fl_str_mv Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
title Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
spellingShingle Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
Külcü,Duygu Balpetek
antimicrobial
chicken mince
rosemary extract
nonlinear regression
title_short Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
title_full Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
title_fullStr Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
title_full_unstemmed Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
title_sort Modeling the Microbial Shelf-Life of Chicken Mince Added Rosemary Extract
author Külcü,Duygu Balpetek
author_facet Külcü,Duygu Balpetek
Kalkan,Selin
author_role author
author2 Kalkan,Selin
author2_role author
dc.contributor.author.fl_str_mv Külcü,Duygu Balpetek
Kalkan,Selin
dc.subject.por.fl_str_mv antimicrobial
chicken mince
rosemary extract
nonlinear regression
topic antimicrobial
chicken mince
rosemary extract
nonlinear regression
description Abstract Using the non-linear regression model, the present study aims to develop sample mathematical models for the microbial flora by utilization of the antimicrobial effects of rosemary (Rosmarinus officinalis) extracts at different concentrations (0.5, 1, 1.5, and 2%) on the raw chicken mince. For this purpose, 5 experimental groups were established for each plant extract. The samples (100 g each) treated with plant extract at different concentrations were vacuum-packaged under aseptic conditions. The packaged samples were kept in refrigerator (4ºC). The microbiological analyses of (total mesophilic aerobic bacteria, total coliform group bacteria, S. aureus, total yeast-mold, and total psychrophilic bacteria) were performed on 0th, 1st, 3rd, 5th, 7th, and 10th days of storage. When compared to the control group the treatment with RE resulted in a decrease in the microbial numbers by 2.5 log units for TMAB number, by 3.5 log units for S. aureus number, by 3,5 log units for TMY number and by 1.5 log units for TP bacteria on the final day of storage. In establishing the model, the plant extract and storage period were used as variable parameters, whereas the shelf-life was used as output parameter. The changes in shelf-life of raw chicken minces by storage period and extract concentration were modeled, the compliance of obtained mathematical models was tested using Variance Analysis Method (ANOVA) and regression and determination coefficients (R2) were determined. After determining their compliance of models based on R2 values, the estimated values and real values were compared. As a result of study, it was determined that R2 values of raw chicken mince models by total mesophilic aerobic bacteria, S. aureus, total coliform bacteria, total yeast/mold, and total psychrophilic bacteria during the storage period were found to range between 0.743 and 0.978 and the models representing the microbial change were found to have a high level of compliance.
publishDate 2022
dc.date.none.fl_str_mv 2022-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100501
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100501
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1678-4324-2022200801
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Instituto de Tecnologia do Paraná - Tecpar
publisher.none.fl_str_mv Instituto de Tecnologia do Paraná - Tecpar
dc.source.none.fl_str_mv Brazilian Archives of Biology and Technology v.65 2022
reponame:Brazilian Archives of Biology and Technology
instname:Instituto de Tecnologia do Paraná (Tecpar)
instacron:TECPAR
instname_str Instituto de Tecnologia do Paraná (Tecpar)
instacron_str TECPAR
institution TECPAR
reponame_str Brazilian Archives of Biology and Technology
collection Brazilian Archives of Biology and Technology
repository.name.fl_str_mv Brazilian Archives of Biology and Technology - Instituto de Tecnologia do Paraná (Tecpar)
repository.mail.fl_str_mv babt@tecpar.br||babt@tecpar.br
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