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An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks

In order to facilitate foodborne outbreak investigations there is a need to improve the methods for identifying the food products that should be sampled for laboratory analysis. The aim of this study was to examine the applicability of a likelihood ratio approach previously developed on simulated da...

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Autores principales: Norström, Madelaine, Kristoffersen, Anja Bråthen, Görlach, Franziska Sophie, Nygård, Karin, Hopp, Petter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4523185/
https://www.ncbi.nlm.nih.gov/pubmed/26237468
http://dx.doi.org/10.1371/journal.pone.0134344
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author Norström, Madelaine
Kristoffersen, Anja Bråthen
Görlach, Franziska Sophie
Nygård, Karin
Hopp, Petter
author_facet Norström, Madelaine
Kristoffersen, Anja Bråthen
Görlach, Franziska Sophie
Nygård, Karin
Hopp, Petter
author_sort Norström, Madelaine
collection PubMed
description In order to facilitate foodborne outbreak investigations there is a need to improve the methods for identifying the food products that should be sampled for laboratory analysis. The aim of this study was to examine the applicability of a likelihood ratio approach previously developed on simulated data, to real outbreak data. We used human case and food product distribution data from the Norwegian enterohaemorrhagic Escherichia coli outbreak in 2006. The approach was adjusted to include time, space smoothing and to handle missing or misclassified information. The performance of the adjusted likelihood ratio approach on the data originating from the HUS outbreak and control data indicates that the adjusted approach is promising and indicates that the adjusted approach could be a useful tool to assist and facilitate the investigation of food borne outbreaks in the future if good traceability are available and implemented in the distribution chain. However, the approach needs to be further validated on other outbreak data and also including other food products than meat products in order to make a more general conclusion of the applicability of the developed approach.
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spelling pubmed-45231852015-08-06 An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks Norström, Madelaine Kristoffersen, Anja Bråthen Görlach, Franziska Sophie Nygård, Karin Hopp, Petter PLoS One Research Article In order to facilitate foodborne outbreak investigations there is a need to improve the methods for identifying the food products that should be sampled for laboratory analysis. The aim of this study was to examine the applicability of a likelihood ratio approach previously developed on simulated data, to real outbreak data. We used human case and food product distribution data from the Norwegian enterohaemorrhagic Escherichia coli outbreak in 2006. The approach was adjusted to include time, space smoothing and to handle missing or misclassified information. The performance of the adjusted likelihood ratio approach on the data originating from the HUS outbreak and control data indicates that the adjusted approach is promising and indicates that the adjusted approach could be a useful tool to assist and facilitate the investigation of food borne outbreaks in the future if good traceability are available and implemented in the distribution chain. However, the approach needs to be further validated on other outbreak data and also including other food products than meat products in order to make a more general conclusion of the applicability of the developed approach. Public Library of Science 2015-08-03 /pmc/articles/PMC4523185/ /pubmed/26237468 http://dx.doi.org/10.1371/journal.pone.0134344 Text en © 2015 Norström et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Norström, Madelaine
Kristoffersen, Anja Bråthen
Görlach, Franziska Sophie
Nygård, Karin
Hopp, Petter
An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks
title An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks
title_full An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks
title_fullStr An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks
title_full_unstemmed An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks
title_short An Adjusted Likelihood Ratio Approach Analysing Distribution of Food Products to Assist the Investigation of Foodborne Outbreaks
title_sort adjusted likelihood ratio approach analysing distribution of food products to assist the investigation of foodborne outbreaks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4523185/
https://www.ncbi.nlm.nih.gov/pubmed/26237468
http://dx.doi.org/10.1371/journal.pone.0134344
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