Effect of heating rate on thermal inactivation kinetics of Escherichia coli O157:H7 in ground beef

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Özet

The objective of this study was to investigate the effect of heating rate on thermal inactivation kinetics of microorganisms in food, testing the survival of Escherichia coli O157:H7 in ground beef during isothermal and dynamic heating. A 4-strain cocktail of E. coli O157:H7 was inoculated to irradiation-sterilized ground beef (10 % fat) and then subjected to isothermal heating (55–63 °C) and dynamic heating (20–63 °C). One-step analysis was used to determine the kinetic parameters. Different degrees of increased thermal resistance were observed in E. coli O157:H7 during dynamic heating. In comparison to isothermal heating, slight increase in the thermal resistance was found during fast heating (1.2–1.8 °C/min). However, slow heating (0.3–0.9 °C/min) led to significantly increased thermal resistance due to heat adaption at temperatures below 61.3 °C, but E. coli O157:H7 became more sensitive to heat above this temperature, suggesting that the increased resistance may diminish after reaching a critical temperature. To account for the increased heat resistance during dynamic heating, a unified kinetic model was developed and validated by applying one-step dynamic analysis, resulting in more accurate kinetic parameters to describe the survival curves of all heating rates. This study demonstrated that the kinetic parameters derived from isothermal conditions may not be applicable to dynamic conditions. It is necessary to consider the effect of heating rate and to determine the thermal inactivation kinetic parameters under dynamic conditions. It also demonstrated the advantage of using one-step dynamic analysis for evaluating thermal processes. The results of this study may be particularly useful for designing slow-heating processes to ensure proper cooking of products.

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AlanDeğerDil
dc.contributor.authorOzturk, Samet
dc.contributor.authorHuang, Lihan
dc.contributor.authorHwang, Cheng-An
dc.contributor.authorSheen, Shiowshuh
dc.date.accessioned2026-10-22T10:22:16.516531052Z
dc.date.available2026-10-22T10:22:16.516531052Z
dc.date.issued2025
dc.description.abstractThe objective of this study was to investigate the effect of heating rate on thermal inactivation kinetics of microorganisms in food, testing the survival of Escherichia coli O157:H7 in ground beef during isothermal and dynamic heating. A 4-strain cocktail of E. coli O157:H7 was inoculated to irradiation-sterilized ground beef (10 % fat) and then subjected to isothermal heating (55–63 °C) and dynamic heating (20–63 °C). One-step analysis was used to determine the kinetic parameters. Different degrees of increased thermal resistance were observed in E. coli O157:H7 during dynamic heating. In comparison to isothermal heating, slight increase in the thermal resistance was found during fast heating (1.2–1.8 °C/min). However, slow heating (0.3–0.9 °C/min) led to significantly increased thermal resistance due to heat adaption at temperatures below 61.3 °C, but E. coli O157:H7 became more sensitive to heat above this temperature, suggesting that the increased resistance may diminish after reaching a critical temperature. To account for the increased heat resistance during dynamic heating, a unified kinetic model was developed and validated by applying one-step dynamic analysis, resulting in more accurate kinetic parameters to describe the survival curves of all heating rates. This study demonstrated that the kinetic parameters derived from isothermal conditions may not be applicable to dynamic conditions. It is necessary to consider the effect of heating rate and to determine the thermal inactivation kinetic parameters under dynamic conditions. It also demonstrated the advantage of using one-step dynamic analysis for evaluating thermal processes. The results of this study may be particularly useful for designing slow-heating processes to ensure proper cooking of products.
dc.identifier.articlenumber111152
dc.identifier.doi10.1016/j.ijfoodmicro.2025.111152
dc.identifier.eissn1879-3460
dc.identifier.issn0168-1605
dc.identifier.pmid40086303
dc.identifier.scopus2-s2.0-86000622425
dc.identifier.startpage111152
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/14119
dc.identifier.volume434
dc.identifier.wosWOS:001448942200001
dc.language.isoen
dc.publisherElsevier B.V.
dc.relation.ispartofInternational Journal of Food Microbiology
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectEffect of heating rate
dc.subjectOne-step dynamic analysis
dc.subjectThermal inactivation kinetics
dc.subject.classificationFood Science & Technology
dc.subject.classificationMicrobiology
dc.subject.otherAnimals
dc.subject.otherCattle
dc.subject.otherColony Count, Microbial
dc.subject.otherEscherichia coli O157
dc.subject.otherFood Handling
dc.subject.otherFood Microbiology
dc.subject.otherHot Temperature
dc.subject.otherKinetics
dc.subject.otherMeat Products
dc.subject.otherMicrobial Viability
dc.subject.otherRed Meat
dc.subject.otherArticle
dc.subject.otherbacterial survival
dc.subject.otherbactericidal activity
dc.subject.otherbeef
dc.subject.othercontrolled study
dc.subject.othercritical temperature
dc.subject.otherEscherichia coli O157:H7
dc.subject.otherfood processing
dc.subject.otherheat sensitivity
dc.subject.otherheat tolerance
dc.subject.otherheating
dc.subject.otherirradiation
dc.subject.otherkinetic parameters
dc.subject.othernonhuman
dc.subject.othersurvival rate
dc.subject.otheranimal
dc.subject.otherbacterial count
dc.subject.otherbovine
dc.subject.otherfood control
dc.subject.othergrowth, development and aging
dc.subject.otherhigh temperature
dc.subject.othermeat
dc.subject.othermicrobiology
dc.subject.otherprocedures
dc.subject.otherradiation response
dc.titleEffect of heating rate on thermal inactivation kinetics of Escherichia coli O157:H7 in ground beef
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex6
rdl.citation.scopus6
rdl.citation.wos5
rdl.departmentU.S. Department of Agriculture, Agricultural Research Service, Eastern Regional Research Center, 600 E. Mermaid Lane, Wyndmoor, PA 19038, USA
rdl.departmentOak Ridge Institute for Science and Education (ORISE) Postdoctoral Fellow from Faculty of Engineering, Department of Food Engineering, Gümüshane University, Gümüshane, Turkey
rdl.oa.statusgreen
rdl.oa.statuspreprint
rdl.oa.urlhttps://hdl.handle.net/20.500.12440/6496
rdl.sdgSDG02
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.source.indexPUBMED
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)