1. Bayesian modeling of two-species bacterial competition growth and decline rates in milk
- Author
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Quinto, E. J., Marin, J. M., Caro, I., Mateo, J., and Schaffner, D. W.
- Subjects
Quantitative Biology - Populations and Evolution - Abstract
Shiga toxin-producing Escherichia coli O157: H7 is a food-borne pathogen and the major cause of hemorrhagic colitis. Pseudomonas is the genus most frequent psychrotrophic spoilage microorganisms present in milk. Two-species bacterial systems with Escherichia coli O157: H7, non-pathogenic Escherichia coli, and Pseudomonas fluorescens in skimmed milk at 7, 13, 19, or 25 C was studied. Bacterial interactions were modelled after applying a Bayesian approach. No direct correlation between Pseudomonas fluorescent's growth rate and its effect on the maximum population densities of Escherichia coli species was found. The results show the complexity of the interactions between two species into a food model. The use of natural microbiota members to control foodborne pathogens could be useful to improve food safety during the processing and storage of refrigerated foods., Comment: 39 pages, 3 tables, 4 figures, 4 supplement figures
- Published
- 2019