Modelling the effect of pH, Sodium chloride and sodium pyrophosphate on the thermal resistance of Escherichia coli O157: H7 in ground beef

Detalhes bibliográficos
Autor(a) principal: Juneja, Vijay K.
Data de Publicação: 2015
Outros Autores: Cadavez, Vasco, Gonzales-Barron, Ursula, Mukhopadhyay, Sudarsan
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.
id RCAP_b356be0f89ddb73f0bd47ce2f2e8b0ce
oai_identifier_str oai:bibliotecadigital.ipb.pt:10198/16118
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling 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
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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
_version_ 1799135304397881344