Exposure assessment suggests some cytotoxic Bacillus cereus group genotypes can grow over 3 logs in HTST milk throughout the shelf life at temperature abuse conditions
Jun SuiD, Tyler Chandross-CoheniD, Chenhao QianiD, Laura M. CarrolliD, Kayla KimbleiD, Mackenna YountiD, Martin WiedmanniD, Jasna KovačiD
Abstract
Cytotoxic Bacillus cereus group strains are common causes of foodborne illness including diarrhea. However, our ability to assess food safety risks associated with the exposure to cytotoxic B. cereus group strains via contaminated food is limited due to the lack of predictive tools. In this study, we experimentally quantified the growth of 17 cytotoxic B. cereus group strains, representing six phylogenetic groups, in skim milk broth and used the growth data to develop an exposure assessment model. While none of the tested strains showed detectable growth in HTST milk at 4 or 6{degrees}C, 15 of the 17 strains showed growth at 10{degrees}C, 1 of the 17 strains showed growth at 8{degrees}C, and all strains grew at [≥]14{degrees}C. Growth data for 16 strains allowed us to generate linear secondary growth models, which were then used to develop the exposure assessment model. We simulated a five-stage supply chain with up to 35 consumer storage days, as that was the timing when distinguishable variations in percent milk containers over 105 CFU/m with different B. cereus genotypes were observed. When the initial contamination level of the HTST milk is set at an average of 100 CFU/mL, the model predicts that, on consumer home storage day 21 and 35, 2.81{+/-}0.66 and 4.13{+/-}2.53 % (mean {+/-} standard deviation) of the milk containers would exceed B. cereus group concentrations of 105 CFU/mL; these data represent the average across all strains. Sensitivity analysis showed that variation in the input parameter Q0, the initial physiological state of cells, has the largest effect on models prediction for 1 of 4 group II isolates, 1 of 6 group IV isolates and both group V isolates, suggesting the need to better characterize the growth parameters of these isolates. What-if scenario analysis showed that increased mean and variability in storage temperature at the consumers home both have substantial influence on final predicted B. cereus group concentration in milk containers. This model introduces an initial tool designed to facilitate risk-based food safety decision making for products that are contaminated with low B. cereus group levels.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 7
- FWCI
- 0.78
- Field percentile
- top 36%
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Single nucleotide polymorphisms associated with cytotoxicity of Bacillus cereus group strains in Caco-2 cells
Cassidy R. Prince, Taejung Chung, … Jasna Kovač·bioRxiv·Feb 14, 2025
- Combined production of Non-Hemolytic Enterotoxin and Sphingomyelinase as a marker of diarrheal food poisoning strains in the Bacillus cereus group
Priscilla de Freitas Cardoso, Nathalie Gilois, … Leyla Slamti·bioRxiv·Aug 31, 2026
- Growth potential of Listeria monocytogenes in twelve different types of RTE salads: impact of food matrix, storage temperature and shelf life
M. Ziegler, D. J. Kent, … C. Guldimann·bioRxiv·Mar 5, 2018
- Relating growth potential and biofilm formation of Shigatoxigenic Escherichia coli to in planta colonisation and the metabolome of ready- to-eat crops
Bernhard Merget, Ken J. Forbes, … Nicola J. Holden·bioRxiv·Jan 17, 2019
- Population structure of Bacillus cereus sensu lato associated with foodborne outbreaks in France between 2004 and 2023
Ksenia Mozhaitseva, Sylvie Pairaud, … Mathilde Bonis·Food MicrobiologyPeer-reviewed·Jul 30, 2025
- Identification of cereulide producing Bacillus cereus by MALDI-TOF MS
S. Ulrich, C. Gottschalk, … M. Gareis·bioRxiv·May 18, 2018