Probabilistic exposure assessment model to estimate aseptic-UHT product failure rate
Aseptic-Ultra-High-Temperature (UHT) products are manufactured to be free of microorganisms capable of growing in the food at normal non-refrigerated conditions at which the food is likely to be held during manufacture, distribution and storage. Two important phases within the process are widely rec...
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description | Aseptic-Ultra-High-Temperature (UHT) products are manufactured to be free of microorganisms capable of growing in the food at normal non-refrigerated conditions at which the food is likely to be held during manufacture, distribution and storage. Two important phases within the process are widely recognised as critical in controlling microbial contamination: the sterilisation steps and the following aseptic steps. Of the microbial hazards, the pathogen spore formers Clostridium botulinum and Bacillus cereus are deemed the most pertinent to be controlled. In addition, due to a relatively high thermal resistance, Geobacillus stearothermophilus spores are considered a concern for spoilage of low acid aseptic-UHT products.
A probabilistic exposure assessment model has been developed in order to assess the aseptic-UHT product failure rate associated with these three bacteria. It was a Modular Process Risk Model, based on nine modules. They described: i) the microbial contamination introduced by the raw materials, either from the product (i.e. milk, cocoa and dextrose powders and water) or the packaging (i.e. bottle and sealing component), ii) the sterilisation processes, of either the product or the packaging material, iii) the possible recontamination during subsequent processing of both product and packaging. The Sterility Failure Rate (SFR) was defined as the sum of bottles contaminated for each batch, divided by the total number of bottles produced per process line run (106 batches simulated per process line). The SFR associated with the three bacteria was estimated at the last step of the process (i.e. after Module 9) but also after each module, allowing for the identification of modules, and responsible contamination pathways, with higher or lower intermediate SFR. The model contained 42 controlled settings associated with factory environment, process line or product formulation, and more than 55 probabilistic inputs corresponding to inputs with variability conditional to a mean uncertainty. It was developed in @Risk and run through Monte Carlo simulations.
Overall, the highest SFR was associated with G. stearothermophilus (380000 bottles contaminated in 1011 bottles produced) and the lowest to C. botulinum (3 bottles contaminated in 1011 bottles produced). Unsurprisingly, SFR due to G. stearothermophilus was due to its ability to survive the UHT treatment. More interestingly, it was identified that SFR due to B. cereus (17000 bottles contaminated in 1011 |
doi_str_mv | 10.1016/j.ijfoodmicro.2014.09.023 |
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A probabilistic exposure assessment model has been developed in order to assess the aseptic-UHT product failure rate associated with these three bacteria. It was a Modular Process Risk Model, based on nine modules. They described: i) the microbial contamination introduced by the raw materials, either from the product (i.e. milk, cocoa and dextrose powders and water) or the packaging (i.e. bottle and sealing component), ii) the sterilisation processes, of either the product or the packaging material, iii) the possible recontamination during subsequent processing of both product and packaging. The Sterility Failure Rate (SFR) was defined as the sum of bottles contaminated for each batch, divided by the total number of bottles produced per process line run (106 batches simulated per process line). The SFR associated with the three bacteria was estimated at the last step of the process (i.e. after Module 9) but also after each module, allowing for the identification of modules, and responsible contamination pathways, with higher or lower intermediate SFR. The model contained 42 controlled settings associated with factory environment, process line or product formulation, and more than 55 probabilistic inputs corresponding to inputs with variability conditional to a mean uncertainty. It was developed in @Risk and run through Monte Carlo simulations.
Overall, the highest SFR was associated with G. stearothermophilus (380000 bottles contaminated in 1011 bottles produced) and the lowest to C. botulinum (3 bottles contaminated in 1011 bottles produced). Unsurprisingly, SFR due to G. stearothermophilus was due to its ability to survive the UHT treatment. More interestingly, it was identified that SFR due to B. cereus (17000 bottles contaminated in 1011 bottles produced) was due to an airborne recontamination of the aseptic tank (49%) and a post-sterilisation packaging contamination (33%). A deeper analysis (sensitivity and scenario analyses) was done to investigate how the SFR due to B. cereus could be reduced by changing the process settings related to potential air recontamination source.
•A Modular Process Risk Model applied to an aseptic-UHT product line was developed.•The possible Sterility Failure Rate after each module and for the three bacteria, was estimated.•Microbial pathways associated with product and packaging were included in the model.•Geobacillus stearothermophilus failure rate is associated with the UHT-treatment.•Bacillus cereus failure rate is associated with packaging and air contamination.</description><identifier>ISSN: 0168-1605</identifier><identifier>EISSN: 1879-3460</identifier><identifier>DOI: 10.1016/j.ijfoodmicro.2014.09.023</identifier><identifier>PMID: 25440556</identifier><identifier>CODEN: IJFMDD</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Animals ; Aseptic-UHT product ; Bacillus cereus ; Bacillus cereus - physiology ; Bacterial Physiological Phenomena ; Biological and medical sciences ; Clostridium botulinum ; Clostridium botulinum - physiology ; Food industries ; Food Microbiology ; Food Packaging - standards ; Fundamental and applied biological sciences. Psychology ; Geobacillus ; Geobacillus stearothermophilus - physiology ; Life Sciences ; Microbial inactivation ; Microbial recontamination ; Milk - microbiology ; Models, Theoretical ; Modular Process Risk Model ; Sterility failure ; Sterilization - standards</subject><ispartof>International journal of food microbiology, 2015-01, Vol.192, p.124-141</ispartof><rights>2014 Elsevier B.V.</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2014 Elsevier B.V. All rights reserved.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-6946164533fa864fbe8a318640c1b713771bb818088a18ac019eb7fc2a1c006e3</citedby><cites>FETCH-LOGICAL-c474t-6946164533fa864fbe8a318640c1b713771bb818088a18ac019eb7fc2a1c006e3</cites><orcidid>0000-0001-6751-4426</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ijfoodmicro.2014.09.023$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,315,781,785,886,3551,27929,27930,46000</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28919914$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25440556$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-01197635$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Pujol, Laure</creatorcontrib><creatorcontrib>Albert, Isabelle</creatorcontrib><creatorcontrib>Magras, Catherine</creatorcontrib><creatorcontrib>Johnson, Nicholas Brian</creatorcontrib><creatorcontrib>Membré, Jeanne-Marie</creatorcontrib><title>Probabilistic exposure assessment model to estimate aseptic-UHT product failure rate</title><title>International journal of food microbiology</title><addtitle>Int J Food Microbiol</addtitle><description>Aseptic-Ultra-High-Temperature (UHT) products are manufactured to be free of microorganisms capable of growing in the food at normal non-refrigerated conditions at which the food is likely to be held during manufacture, distribution and storage. Two important phases within the process are widely recognised as critical in controlling microbial contamination: the sterilisation steps and the following aseptic steps. Of the microbial hazards, the pathogen spore formers Clostridium botulinum and Bacillus cereus are deemed the most pertinent to be controlled. In addition, due to a relatively high thermal resistance, Geobacillus stearothermophilus spores are considered a concern for spoilage of low acid aseptic-UHT products.
A probabilistic exposure assessment model has been developed in order to assess the aseptic-UHT product failure rate associated with these three bacteria. It was a Modular Process Risk Model, based on nine modules. They described: i) the microbial contamination introduced by the raw materials, either from the product (i.e. milk, cocoa and dextrose powders and water) or the packaging (i.e. bottle and sealing component), ii) the sterilisation processes, of either the product or the packaging material, iii) the possible recontamination during subsequent processing of both product and packaging. The Sterility Failure Rate (SFR) was defined as the sum of bottles contaminated for each batch, divided by the total number of bottles produced per process line run (106 batches simulated per process line). The SFR associated with the three bacteria was estimated at the last step of the process (i.e. after Module 9) but also after each module, allowing for the identification of modules, and responsible contamination pathways, with higher or lower intermediate SFR. The model contained 42 controlled settings associated with factory environment, process line or product formulation, and more than 55 probabilistic inputs corresponding to inputs with variability conditional to a mean uncertainty. It was developed in @Risk and run through Monte Carlo simulations.
Overall, the highest SFR was associated with G. stearothermophilus (380000 bottles contaminated in 1011 bottles produced) and the lowest to C. botulinum (3 bottles contaminated in 1011 bottles produced). Unsurprisingly, SFR due to G. stearothermophilus was due to its ability to survive the UHT treatment. More interestingly, it was identified that SFR due to B. cereus (17000 bottles contaminated in 1011 bottles produced) was due to an airborne recontamination of the aseptic tank (49%) and a post-sterilisation packaging contamination (33%). A deeper analysis (sensitivity and scenario analyses) was done to investigate how the SFR due to B. cereus could be reduced by changing the process settings related to potential air recontamination source.
•A Modular Process Risk Model applied to an aseptic-UHT product line was developed.•The possible Sterility Failure Rate after each module and for the three bacteria, was estimated.•Microbial pathways associated with product and packaging were included in the model.•Geobacillus stearothermophilus failure rate is associated with the UHT-treatment.•Bacillus cereus failure rate is associated with packaging and air contamination.</description><subject>Animals</subject><subject>Aseptic-UHT product</subject><subject>Bacillus cereus</subject><subject>Bacillus cereus - physiology</subject><subject>Bacterial Physiological Phenomena</subject><subject>Biological and medical sciences</subject><subject>Clostridium botulinum</subject><subject>Clostridium botulinum - physiology</subject><subject>Food industries</subject><subject>Food Microbiology</subject><subject>Food Packaging - standards</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Geobacillus</subject><subject>Geobacillus stearothermophilus - physiology</subject><subject>Life Sciences</subject><subject>Microbial inactivation</subject><subject>Microbial recontamination</subject><subject>Milk - microbiology</subject><subject>Models, Theoretical</subject><subject>Modular Process Risk Model</subject><subject>Sterility failure</subject><subject>Sterilization - standards</subject><issn>0168-1605</issn><issn>1879-3460</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqN0UFv0zAUB3ALMbEy-AooHJDYIeG9xHHs41TBilRpO3Rny3FehKukLnYywbfHWcvguFOs5Pfsf_xn7CNCgYDiy75w-977bnQ2-KIE5AWoAsrqFVuhbFRecQGv2SpZmaOA-pK9jXEPAHVVwRt2WdacQ12LFdvdB9-a1g0uTs5m9Ovo4xwoMzFSjCMdpmz0HQ3Z5DNKZDTT8pGOSecPm112DL6b7ZT1xg3LYEjgHbvozRDp_fl5xR6-fd2tN_n27vb7-mabW97wKReKCxQ8ZeqNFLxvSZoK0wostg1WTYNtK1GClAalsYCK2qa3pUELIKi6YtenfX-YQR9DChd-a2-c3txs9fIOEFUjqvoRk_18sinwzzn9ih5dtDQM5kB-jjoFaSDdS1O-gJZK1TU-UXWiqYgYA_XPMRD00pXe6_-60ktXGpROXaXZD-dj5nak7nnybzkJfDoDE60Z-mAO1sV_TipUCnly65OjdNePjoKO1tHBUucC2Ul33r0gzh-V6Lbs</recordid><startdate>20150102</startdate><enddate>20150102</enddate><creator>Pujol, Laure</creator><creator>Albert, Isabelle</creator><creator>Magras, Catherine</creator><creator>Johnson, Nicholas Brian</creator><creator>Membré, Jeanne-Marie</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</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>7X8</scope><scope>7T7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0001-6751-4426</orcidid></search><sort><creationdate>20150102</creationdate><title>Probabilistic exposure assessment model to estimate aseptic-UHT product failure rate</title><author>Pujol, Laure ; Albert, Isabelle ; Magras, Catherine ; Johnson, Nicholas Brian ; Membré, Jeanne-Marie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-6946164533fa864fbe8a318640c1b713771bb818088a18ac019eb7fc2a1c006e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Animals</topic><topic>Aseptic-UHT product</topic><topic>Bacillus cereus</topic><topic>Bacillus cereus - physiology</topic><topic>Bacterial Physiological Phenomena</topic><topic>Biological and medical sciences</topic><topic>Clostridium botulinum</topic><topic>Clostridium botulinum - physiology</topic><topic>Food industries</topic><topic>Food Microbiology</topic><topic>Food Packaging - standards</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Geobacillus</topic><topic>Geobacillus stearothermophilus - physiology</topic><topic>Life Sciences</topic><topic>Microbial inactivation</topic><topic>Microbial recontamination</topic><topic>Milk - microbiology</topic><topic>Models, Theoretical</topic><topic>Modular Process Risk Model</topic><topic>Sterility failure</topic><topic>Sterilization - standards</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pujol, Laure</creatorcontrib><creatorcontrib>Albert, Isabelle</creatorcontrib><creatorcontrib>Magras, Catherine</creatorcontrib><creatorcontrib>Johnson, Nicholas Brian</creatorcontrib><creatorcontrib>Membré, Jeanne-Marie</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>International journal of food microbiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pujol, Laure</au><au>Albert, Isabelle</au><au>Magras, Catherine</au><au>Johnson, Nicholas Brian</au><au>Membré, Jeanne-Marie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Probabilistic exposure assessment model to estimate aseptic-UHT product failure rate</atitle><jtitle>International journal of food microbiology</jtitle><addtitle>Int J Food Microbiol</addtitle><date>2015-01-02</date><risdate>2015</risdate><volume>192</volume><spage>124</spage><epage>141</epage><pages>124-141</pages><issn>0168-1605</issn><eissn>1879-3460</eissn><coden>IJFMDD</coden><abstract>Aseptic-Ultra-High-Temperature (UHT) products are manufactured to be free of microorganisms capable of growing in the food at normal non-refrigerated conditions at which the food is likely to be held during manufacture, distribution and storage. Two important phases within the process are widely recognised as critical in controlling microbial contamination: the sterilisation steps and the following aseptic steps. Of the microbial hazards, the pathogen spore formers Clostridium botulinum and Bacillus cereus are deemed the most pertinent to be controlled. In addition, due to a relatively high thermal resistance, Geobacillus stearothermophilus spores are considered a concern for spoilage of low acid aseptic-UHT products.
A probabilistic exposure assessment model has been developed in order to assess the aseptic-UHT product failure rate associated with these three bacteria. It was a Modular Process Risk Model, based on nine modules. They described: i) the microbial contamination introduced by the raw materials, either from the product (i.e. milk, cocoa and dextrose powders and water) or the packaging (i.e. bottle and sealing component), ii) the sterilisation processes, of either the product or the packaging material, iii) the possible recontamination during subsequent processing of both product and packaging. The Sterility Failure Rate (SFR) was defined as the sum of bottles contaminated for each batch, divided by the total number of bottles produced per process line run (106 batches simulated per process line). The SFR associated with the three bacteria was estimated at the last step of the process (i.e. after Module 9) but also after each module, allowing for the identification of modules, and responsible contamination pathways, with higher or lower intermediate SFR. The model contained 42 controlled settings associated with factory environment, process line or product formulation, and more than 55 probabilistic inputs corresponding to inputs with variability conditional to a mean uncertainty. It was developed in @Risk and run through Monte Carlo simulations.
Overall, the highest SFR was associated with G. stearothermophilus (380000 bottles contaminated in 1011 bottles produced) and the lowest to C. botulinum (3 bottles contaminated in 1011 bottles produced). Unsurprisingly, SFR due to G. stearothermophilus was due to its ability to survive the UHT treatment. More interestingly, it was identified that SFR due to B. cereus (17000 bottles contaminated in 1011 bottles produced) was due to an airborne recontamination of the aseptic tank (49%) and a post-sterilisation packaging contamination (33%). A deeper analysis (sensitivity and scenario analyses) was done to investigate how the SFR due to B. cereus could be reduced by changing the process settings related to potential air recontamination source.
•A Modular Process Risk Model applied to an aseptic-UHT product line was developed.•The possible Sterility Failure Rate after each module and for the three bacteria, was estimated.•Microbial pathways associated with product and packaging were included in the model.•Geobacillus stearothermophilus failure rate is associated with the UHT-treatment.•Bacillus cereus failure rate is associated with packaging and air contamination.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><pmid>25440556</pmid><doi>10.1016/j.ijfoodmicro.2014.09.023</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0001-6751-4426</orcidid></addata></record> |
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subjects | Animals Aseptic-UHT product Bacillus cereus Bacillus cereus - physiology Bacterial Physiological Phenomena Biological and medical sciences Clostridium botulinum Clostridium botulinum - physiology Food industries Food Microbiology Food Packaging - standards Fundamental and applied biological sciences. Psychology Geobacillus Geobacillus stearothermophilus - physiology Life Sciences Microbial inactivation Microbial recontamination Milk - microbiology Models, Theoretical Modular Process Risk Model Sterility failure Sterilization - standards |
title | Probabilistic exposure assessment model to estimate aseptic-UHT product failure rate |
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