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Experimentally Implementing the Linear Nonisothermal Equation for Simultaneously Obtaining D- and z-Values of Salmonella Senftenberg in Skim Milk with a Differential Scanning Calorimeter
For bacteria with log-linear thermal inactivation kinetics in food, D-values are obtained in multiple isothermal inactivation experiments at different temperatures, and the z-value is obtained from these D-values. In a previous work, the cumulative lethality integral was mathematically solved in clo...
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Published in: | Journal of food protection 2022-10, Vol.85 (10), p.1410-1417 |
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description | For bacteria with log-linear thermal inactivation kinetics in food, D-values are obtained in multiple isothermal inactivation experiments at different temperatures, and the z-value is obtained from these D-values. In a previous work, the cumulative lethality integral was mathematically solved in closed form when temperature in the food increased linearly with time. The solution revealed that each nonisothermal experiment could yield both D- and z-values, eliminating the need for getting multiple D-values to get a z-value. The present study reports on the first experimental implementation of this method of obtaining D- and z-values for Salmonella Senftenberg suspended in skim milk for which a differential scanning calorimeter (DSC) provided the required constant heating rate. The resulting D- and z-values were compared with those obtained from an isothermal method with capillary tubes. No significant differences in z-values were found between the two methods. The D-values also agreed but only after correcting the nonisothermal value for temperature lag in the DSC caused by the large sample size required. A 5 K/min heating rate was used in this comparison. Other rates were also investigated: 1, 3, 7.5, and 10 K/min. Although D- and z-values should be independent of DSC heating rate, heating rates of 1 and 10 K/min yielded values that were significantly different from the others; therefore, these rates cannot be recommended for use in this nonisothermal method.
•D- and z-values were experimentally obtained together for the first time.•A published mathematical analysis was used for the first time to obtain D- and z-values.•An off-the-shelf instrument (DSC) provided the heating protocol stipulated by the analysis.•D- and z-values matched those obtained from the isothermal capillary tube method.•The DSC had limitations for measuring D- and z-values. |
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•D- and z-values were experimentally obtained together for the first time.•A published mathematical analysis was used for the first time to obtain D- and z-values.•An off-the-shelf instrument (DSC) provided the heating protocol stipulated by the analysis.•D- and z-values matched those obtained from the isothermal capillary tube method.•The DSC had limitations for measuring D- and z-values.</description><identifier>ISSN: 0362-028X</identifier><identifier>EISSN: 1944-9097</identifier><identifier>DOI: 10.4315/JFP-22-009</identifier><identifier>PMID: 35775995</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Aluminum ; Animals ; Bacterial inactivation ; Capillary tubes ; Colony Count, Microbial ; Deactivation ; Differential scanning calorimeter ; Differential scanning calorimetry ; Ethanol ; Experiments ; Food ; Food Microbiology ; Food safety ; Heat resistance ; Heating ; Heating rate ; Hot Temperature ; Inactivation ; Kinetics ; Lethality ; Mathematical analysis ; Milk - microbiology ; Pathogens ; Salmonella ; Skim milk ; Temperature ; Temperature lag ; Temperature requirements ; Thermal kinetics</subject><ispartof>Journal of food protection, 2022-10, Vol.85 (10), p.1410-1417</ispartof><rights>2022 Published 2022 by the International Association for Food Protection. Not subject to U.S. Copyright</rights><rights>Published 2022 by the International Association for Food Protection. Not subject to U.S. Copyright.</rights><rights>Copyright Allen Press Inc. Oct 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c355t-4ab83dc87f7257e214627047bc55340ef81714b780f7e6e666a58c9101d6aaf43</cites><orcidid>0000-0002-3981-6440 ; 0000-0002-7049-3707 ; 0000-0001-9725-0273 ; 0000-0002-0508-0332</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0362028X22000217$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3549,27924,27925,45780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35775995$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yang, Ren</creatorcontrib><creatorcontrib>Fleischman, Gregory J.</creatorcontrib><creatorcontrib>Shazer, Arlette</creatorcontrib><creatorcontrib>Li, Haiping</creatorcontrib><title>Experimentally Implementing the Linear Nonisothermal Equation for Simultaneously Obtaining D- and z-Values of Salmonella Senftenberg in Skim Milk with a Differential Scanning Calorimeter</title><title>Journal of food protection</title><addtitle>J Food Prot</addtitle><description>For bacteria with log-linear thermal inactivation kinetics in food, D-values are obtained in multiple isothermal inactivation experiments at different temperatures, and the z-value is obtained from these D-values. In a previous work, the cumulative lethality integral was mathematically solved in closed form when temperature in the food increased linearly with time. The solution revealed that each nonisothermal experiment could yield both D- and z-values, eliminating the need for getting multiple D-values to get a z-value. The present study reports on the first experimental implementation of this method of obtaining D- and z-values for Salmonella Senftenberg suspended in skim milk for which a differential scanning calorimeter (DSC) provided the required constant heating rate. The resulting D- and z-values were compared with those obtained from an isothermal method with capillary tubes. No significant differences in z-values were found between the two methods. The D-values also agreed but only after correcting the nonisothermal value for temperature lag in the DSC caused by the large sample size required. A 5 K/min heating rate was used in this comparison. Other rates were also investigated: 1, 3, 7.5, and 10 K/min. Although D- and z-values should be independent of DSC heating rate, heating rates of 1 and 10 K/min yielded values that were significantly different from the others; therefore, these rates cannot be recommended for use in this nonisothermal method.
•D- and z-values were experimentally obtained together for the first time.•A published mathematical analysis was used for the first time to obtain D- and z-values.•An off-the-shelf instrument (DSC) provided the heating protocol stipulated by the analysis.•D- and z-values matched those obtained from the isothermal capillary tube method.•The DSC had limitations for measuring D- and z-values.</description><subject>Aluminum</subject><subject>Animals</subject><subject>Bacterial inactivation</subject><subject>Capillary tubes</subject><subject>Colony Count, Microbial</subject><subject>Deactivation</subject><subject>Differential scanning calorimeter</subject><subject>Differential scanning calorimetry</subject><subject>Ethanol</subject><subject>Experiments</subject><subject>Food</subject><subject>Food Microbiology</subject><subject>Food safety</subject><subject>Heat resistance</subject><subject>Heating</subject><subject>Heating rate</subject><subject>Hot Temperature</subject><subject>Inactivation</subject><subject>Kinetics</subject><subject>Lethality</subject><subject>Mathematical analysis</subject><subject>Milk - microbiology</subject><subject>Pathogens</subject><subject>Salmonella</subject><subject>Skim milk</subject><subject>Temperature</subject><subject>Temperature lag</subject><subject>Temperature requirements</subject><subject>Thermal kinetics</subject><issn>0362-028X</issn><issn>1944-9097</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNptkcFu1DAQhi0EotvChQdAlrghBWzHjpMj2m5L0UKRAoib5STj1q1jbx0HKI_Wp8NhW06cRjP65p9_9CP0gpI3vKTi7YeTzwVjBSHNI7SiDedFQxr5GK1IWeUxq78foMNpuiKEsIZVT9FBKaQUTSNW6G7zawfRjuCTdu4Wn407B0tn_QVOl4C31oOO-FPwdgp5EEft8OZm1skGj02IuLXj7JL2EOYpK5x3SVu_rB8XWPsB_y6-aTfDhIPBrXZj8OCcxi14k8B3EC-w9bi9tiP-aN01_mnTJdb42BoDcXGSD7a99n8119qFxW6C-Aw9MdpN8Py-HqGvJ5sv6_fF9vz0bP1uW_SlEKnguqvLoa-lkUxIYJRXTBIuu16IkhMwNZWUd7ImRkIFVVVpUfcNJXSotDa8PEKv9rq7GG7yH0ldhTn6fFIxSVndlJSyTL3eU30M0xTBqF32qeOtokQtMakck2JM5Zgy_PJecu5GGP6hD7lkgO8ByI_9sBDV1FvwPQw2Qp_UEOz_dP8AF7qh9g</recordid><startdate>202210</startdate><enddate>202210</enddate><creator>Yang, Ren</creator><creator>Fleischman, Gregory J.</creator><creator>Shazer, Arlette</creator><creator>Li, Haiping</creator><general>Elsevier Inc</general><general>Elsevier Limited</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RQ</scope><scope>7WY</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>883</scope><scope>88E</scope><scope>88I</scope><scope>8C1</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FRNLG</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>K9.</scope><scope>L.-</scope><scope>M0F</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>PATMY</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope><orcidid>https://orcid.org/0000-0002-3981-6440</orcidid><orcidid>https://orcid.org/0000-0002-7049-3707</orcidid><orcidid>https://orcid.org/0000-0001-9725-0273</orcidid><orcidid>https://orcid.org/0000-0002-0508-0332</orcidid></search><sort><creationdate>202210</creationdate><title>Experimentally Implementing the Linear Nonisothermal Equation for Simultaneously Obtaining D- and z-Values of Salmonella Senftenberg in Skim Milk with a Differential Scanning Calorimeter</title><author>Yang, Ren ; Fleischman, Gregory J. ; Shazer, Arlette ; Li, Haiping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c355t-4ab83dc87f7257e214627047bc55340ef81714b780f7e6e666a58c9101d6aaf43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Aluminum</topic><topic>Animals</topic><topic>Bacterial inactivation</topic><topic>Capillary tubes</topic><topic>Colony Count, Microbial</topic><topic>Deactivation</topic><topic>Differential scanning calorimeter</topic><topic>Differential scanning calorimetry</topic><topic>Ethanol</topic><topic>Experiments</topic><topic>Food</topic><topic>Food Microbiology</topic><topic>Food safety</topic><topic>Heat resistance</topic><topic>Heating</topic><topic>Heating rate</topic><topic>Hot Temperature</topic><topic>Inactivation</topic><topic>Kinetics</topic><topic>Lethality</topic><topic>Mathematical analysis</topic><topic>Milk - microbiology</topic><topic>Pathogens</topic><topic>Salmonella</topic><topic>Skim milk</topic><topic>Temperature</topic><topic>Temperature lag</topic><topic>Temperature requirements</topic><topic>Thermal kinetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Ren</creatorcontrib><creatorcontrib>Fleischman, Gregory J.</creatorcontrib><creatorcontrib>Shazer, Arlette</creatorcontrib><creatorcontrib>Li, Haiping</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Career & Technical Education Database</collection><collection>ABI/INFORM Collection</collection><collection>Agricultural Science Collection</collection><collection>ProQuest Health and Medical</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Trade & Industry (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>Public Health Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Business Premium Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Business Premium Collection (Alumni)</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Collection</collection><collection>Agriculture Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Environmental Science Database</collection><collection>ProQuest One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><jtitle>Journal of food protection</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Ren</au><au>Fleischman, Gregory J.</au><au>Shazer, Arlette</au><au>Li, Haiping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Experimentally Implementing the Linear Nonisothermal Equation for Simultaneously Obtaining D- and z-Values of Salmonella Senftenberg in Skim Milk with a Differential Scanning Calorimeter</atitle><jtitle>Journal of food protection</jtitle><addtitle>J Food Prot</addtitle><date>2022-10</date><risdate>2022</risdate><volume>85</volume><issue>10</issue><spage>1410</spage><epage>1417</epage><pages>1410-1417</pages><issn>0362-028X</issn><eissn>1944-9097</eissn><abstract>For bacteria with log-linear thermal inactivation kinetics in food, D-values are obtained in multiple isothermal inactivation experiments at different temperatures, and the z-value is obtained from these D-values. In a previous work, the cumulative lethality integral was mathematically solved in closed form when temperature in the food increased linearly with time. The solution revealed that each nonisothermal experiment could yield both D- and z-values, eliminating the need for getting multiple D-values to get a z-value. The present study reports on the first experimental implementation of this method of obtaining D- and z-values for Salmonella Senftenberg suspended in skim milk for which a differential scanning calorimeter (DSC) provided the required constant heating rate. The resulting D- and z-values were compared with those obtained from an isothermal method with capillary tubes. No significant differences in z-values were found between the two methods. The D-values also agreed but only after correcting the nonisothermal value for temperature lag in the DSC caused by the large sample size required. A 5 K/min heating rate was used in this comparison. Other rates were also investigated: 1, 3, 7.5, and 10 K/min. Although D- and z-values should be independent of DSC heating rate, heating rates of 1 and 10 K/min yielded values that were significantly different from the others; therefore, these rates cannot be recommended for use in this nonisothermal method.
•D- and z-values were experimentally obtained together for the first time.•A published mathematical analysis was used for the first time to obtain D- and z-values.•An off-the-shelf instrument (DSC) provided the heating protocol stipulated by the analysis.•D- and z-values matched those obtained from the isothermal capillary tube method.•The DSC had limitations for measuring D- and z-values.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>35775995</pmid><doi>10.4315/JFP-22-009</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-3981-6440</orcidid><orcidid>https://orcid.org/0000-0002-7049-3707</orcidid><orcidid>https://orcid.org/0000-0001-9725-0273</orcidid><orcidid>https://orcid.org/0000-0002-0508-0332</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aluminum Animals Bacterial inactivation Capillary tubes Colony Count, Microbial Deactivation Differential scanning calorimeter Differential scanning calorimetry Ethanol Experiments Food Food Microbiology Food safety Heat resistance Heating Heating rate Hot Temperature Inactivation Kinetics Lethality Mathematical analysis Milk - microbiology Pathogens Salmonella Skim milk Temperature Temperature lag Temperature requirements Thermal kinetics |
title | Experimentally Implementing the Linear Nonisothermal Equation for Simultaneously Obtaining D- and z-Values of Salmonella Senftenberg in Skim Milk with a Differential Scanning Calorimeter |
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