Literature DB >> 25846913

Management of Listeria monocytogenes in fermented sausages using the Food Safety Objective concept underpinned by stochastic modeling and meta-analysis.

M Mataragas1, V Alessandria2, K Rantsiou2, L Cocolin2.   

Abstract

In the present work, a demonstration is made on how the risk from the presence of Listeria monocytogenes in fermented sausages can be managed using the concept of Food Safety Objective (FSO) aided by stochastic modeling (Bayesian analysis and Monte Carlo simulation) and meta-analysis. For this purpose, the ICMSF equation was used, which combines the initial level (H0) of the hazard and its subsequent reduction (ΣR) and/or increase (ΣI) along the production chain. Each element of the equation was described by a distribution to investigate the effect not only of the level of the hazard, but also the effect of the accompanying variability. The distribution of each element was determined by Bayesian modeling (H0) and meta-analysis (ΣR and ΣI). The output was a normal distribution N(-5.36, 2.56) (log cfu/g) from which the percentage of the non-conforming products, i.e. the fraction above the FSO of 2 log cfu/g, was estimated at 0.202%. Different control measures were examined such as lowering initial L. monocytogenes level and inclusion of an additional killing step along the process resulting in reduction of the non-conforming products from 0.195% to 0.003% based on the mean and/or square-root change of the normal distribution, and 0.001%, respectively.
Copyright © 2015 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Bayesian modeling; Fermented meats; Food safety objective; Foodborne pathogens; HACCP; meta-Analysis

Mesh:

Year:  2015        PMID: 25846913     DOI: 10.1016/j.fm.2015.01.001

Source DB:  PubMed          Journal:  Food Microbiol        ISSN: 0740-0020            Impact factor:   5.516


  2 in total

1.  Application of Quantitative Microbiology and Challenge Tests to Reach a Suggested Food Safety Objective in a Middle Eastern-Style Ready-to-Cook Chicken Product.

Authors:  Tareq M Osaili; Vasiliki Giatrakou; Athina Ntzimani; Maria Tsiraki; Ioannis N Savvaidis
Journal:  Foods       Date:  2022-06-27

2.  Modeling of starter cultures growth for improved Thai sausage fermentation and cost estimating for sausage preparation and transportation.

Authors:  Wiramsri Sriphochanart; Wanwisa Skolpap
Journal:  Food Sci Nutr       Date:  2018-06-28       Impact factor: 2.863

  2 in total

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