Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10198/16118 |
Resumo: | The objective of this study was to assess the combined effects of temperature, pH, sodium chloride (NaCl), and sodium pyrophosphate (SPP) on the heat resistance of Escherichia coli O157:H7 in minced beef meat. A fractional factorial design consisted of four internal temperatures (55.0, 57.5, 60.0 and 62.5. °C), five concentrations of NaCl (0.0, 1.5, 3.0, 4.5 and 6.0. wt/wt.%) and SPP (0.0, 0.1, 0.15, 0.2 and 0.3. wt/wt.%), and five levels of pH (4.0, 5.0, 6.0, 7.0 and 8.0). The 38 variable combinations were replicated twice to provide a total of 76 survivor curves, which were modelled by a modified three-parameter Weibull function as primary model. The polynomial secondary models, developed to estimate the time to achieve a 3-log and a 5-log reduction, enabled the estimation of critical pH, NaCl and SPP concentrations, which are values at which the thermo-tolerance of E. coli O157:H7 reaches it maximum. The addition up to a certain critical concentration of NaCl (~. 2.7-4.7%) or SPP (~. 0.16%) acts independently to increase the heat resistance of E. coli O157:H7. Beyond such critical concentrations, the thermo-resistance of E. coli O157:H7 will progressively diminish. A similar pattern was found for pH with a critical value between 6.0 and 6.7, depending upon temperature and NaCl concentration. A mixed-effects omnibus regression model further revealed that the acidity of the matrix and NaCl concentration had a greater impact on the inactivation kinetics of E. coli O157:H7 in minced beef than SPP, and both are responsible for the concavity/convexity of the curves. When pH, SPP or NaCl concentration is far above or below from its critical value, the temperatures needed to reduce E. coli O157:H7 up to a certain log level are much lower than those required when any other environmental condition is at its critical value. Meat processors can use the model to design lethality treatments in order to achieve specific log reductions of E. coli O157:H7 in ready-to-eat beef products. |
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Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beefE. coliMinced beefPolynomialPredictive modelThermal lethalityWeibullThe objective of this study was to assess the combined effects of temperature, pH, sodium chloride (NaCl), and sodium pyrophosphate (SPP) on the heat resistance of Escherichia coli O157:H7 in minced beef meat. A fractional factorial design consisted of four internal temperatures (55.0, 57.5, 60.0 and 62.5. °C), five concentrations of NaCl (0.0, 1.5, 3.0, 4.5 and 6.0. wt/wt.%) and SPP (0.0, 0.1, 0.15, 0.2 and 0.3. wt/wt.%), and five levels of pH (4.0, 5.0, 6.0, 7.0 and 8.0). The 38 variable combinations were replicated twice to provide a total of 76 survivor curves, which were modelled by a modified three-parameter Weibull function as primary model. The polynomial secondary models, developed to estimate the time to achieve a 3-log and a 5-log reduction, enabled the estimation of critical pH, NaCl and SPP concentrations, which are values at which the thermo-tolerance of E. coli O157:H7 reaches it maximum. The addition up to a certain critical concentration of NaCl (~. 2.7-4.7%) or SPP (~. 0.16%) acts independently to increase the heat resistance of E. coli O157:H7. Beyond such critical concentrations, the thermo-resistance of E. coli O157:H7 will progressively diminish. A similar pattern was found for pH with a critical value between 6.0 and 6.7, depending upon temperature and NaCl concentration. A mixed-effects omnibus regression model further revealed that the acidity of the matrix and NaCl concentration had a greater impact on the inactivation kinetics of E. coli O157:H7 in minced beef than SPP, and both are responsible for the concavity/convexity of the curves. When pH, SPP or NaCl concentration is far above or below from its critical value, the temperatures needed to reduce E. coli O157:H7 up to a certain log level are much lower than those required when any other environmental condition is at its critical value. Meat processors can use the model to design lethality treatments in order to achieve specific log reductions of E. coli O157:H7 in ready-to-eat beef products.The authors thank Ms. Angie Osoria for her technical assistance. Dr. Gonzales-Barron wishes to acknowledge the financial support provided by the Portuguese Foundation for Science and Technology (FCT) through the award of a five-year Investigator Fellowship (IF) in the mode of Development Grants (IF/00570).Biblioteca Digital do IPBJuneja, Vijay K.Cadavez, VascoGonzales-Barron, UrsulaMukhopadhyay, Sudarsan2018-01-19T10:00:00Z20152015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/16118engJuneja, Vijay K.; Cadavez, Vasco; Gonzales-Barron, Ursula; Mukhopadhyay, Sudarsan (2015). Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef. Food Research International. ISSN 0963-9969. 69, p. 289-3040963-996910.1016/j.foodres.2014.11.050info: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:RCAAP2023-11-21T10:37:10Zoai:bibliotecadigital.ipb.pt:10198/16118Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:05:24.189703Repositório 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 |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef |
title |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef |
spellingShingle |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef Juneja, Vijay K. E. coli Minced beef Polynomial Predictive model Thermal lethality Weibull |
title_short |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef |
title_full |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef |
title_fullStr |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef |
title_full_unstemmed |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef |
title_sort |
Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef |
author |
Juneja, Vijay K. |
author_facet |
Juneja, Vijay K. Cadavez, Vasco Gonzales-Barron, Ursula Mukhopadhyay, Sudarsan |
author_role |
author |
author2 |
Cadavez, Vasco Gonzales-Barron, Ursula Mukhopadhyay, Sudarsan |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Biblioteca Digital do IPB |
dc.contributor.author.fl_str_mv |
Juneja, Vijay K. Cadavez, Vasco Gonzales-Barron, Ursula Mukhopadhyay, Sudarsan |
dc.subject.por.fl_str_mv |
E. coli Minced beef Polynomial Predictive model Thermal lethality Weibull |
topic |
E. coli Minced beef Polynomial Predictive model Thermal lethality Weibull |
description |
The objective of this study was to assess the combined effects of temperature, pH, sodium chloride (NaCl), and sodium pyrophosphate (SPP) on the heat resistance of Escherichia coli O157:H7 in minced beef meat. A fractional factorial design consisted of four internal temperatures (55.0, 57.5, 60.0 and 62.5. °C), five concentrations of NaCl (0.0, 1.5, 3.0, 4.5 and 6.0. wt/wt.%) and SPP (0.0, 0.1, 0.15, 0.2 and 0.3. wt/wt.%), and five levels of pH (4.0, 5.0, 6.0, 7.0 and 8.0). The 38 variable combinations were replicated twice to provide a total of 76 survivor curves, which were modelled by a modified three-parameter Weibull function as primary model. The polynomial secondary models, developed to estimate the time to achieve a 3-log and a 5-log reduction, enabled the estimation of critical pH, NaCl and SPP concentrations, which are values at which the thermo-tolerance of E. coli O157:H7 reaches it maximum. The addition up to a certain critical concentration of NaCl (~. 2.7-4.7%) or SPP (~. 0.16%) acts independently to increase the heat resistance of E. coli O157:H7. Beyond such critical concentrations, the thermo-resistance of E. coli O157:H7 will progressively diminish. A similar pattern was found for pH with a critical value between 6.0 and 6.7, depending upon temperature and NaCl concentration. A mixed-effects omnibus regression model further revealed that the acidity of the matrix and NaCl concentration had a greater impact on the inactivation kinetics of E. coli O157:H7 in minced beef than SPP, and both are responsible for the concavity/convexity of the curves. When pH, SPP or NaCl concentration is far above or below from its critical value, the temperatures needed to reduce E. coli O157:H7 up to a certain log level are much lower than those required when any other environmental condition is at its critical value. Meat processors can use the model to design lethality treatments in order to achieve specific log reductions of E. coli O157:H7 in ready-to-eat beef products. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015 2015-01-01T00:00:00Z 2018-01-19T10:00:00Z |
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/10198/16118 |
url |
http://hdl.handle.net/10198/16118 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Juneja, Vijay K.; Cadavez, Vasco; Gonzales-Barron, Ursula; Mukhopadhyay, Sudarsan (2015). Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef. Food Research International. ISSN 0963-9969. 69, p. 289-304 0963-9969 10.1016/j.foodres.2014.11.050 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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