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Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach

Food-borne disease outbreaks caused by Listeria monocytogenes continue to impose heavy burdens on public health in North America and globally. To explore the threat L. monocytogenes presents to the elderly, pregnant woman and immuno-compromised individuals, many studies have focused on in-host infec...

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Autores principales: Rahman, S.M. Ashrafur, Munther, Daniel, Fazil, Aamir, Smith, Ben, Wu, Jianhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: KeAi Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5963320/
https://www.ncbi.nlm.nih.gov/pubmed/29928724
http://dx.doi.org/10.1016/j.idm.2016.09.001
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author Rahman, S.M. Ashrafur
Munther, Daniel
Fazil, Aamir
Smith, Ben
Wu, Jianhong
author_facet Rahman, S.M. Ashrafur
Munther, Daniel
Fazil, Aamir
Smith, Ben
Wu, Jianhong
author_sort Rahman, S.M. Ashrafur
collection PubMed
description Food-borne disease outbreaks caused by Listeria monocytogenes continue to impose heavy burdens on public health in North America and globally. To explore the threat L. monocytogenes presents to the elderly, pregnant woman and immuno-compromised individuals, many studies have focused on in-host infection mechanisms and risk evaluation in terms of dose-response outcomes. However, the connection of these two foci has received little attention, leaving risk prediction with an insufficient mechanistic basis. Consequently, there is a critical need to quantifiably link in-host infection pathways with the dose-response paradigm. To better understand these relationships, we propose a new mathematical model to describe the gastro-intestinal pathway of L. monocytogenes within the host. The model dynamics are shown to be sensitive to inoculation doses and exhibit bi-stability phenomena. Applying the model to guinea pigs, we show how it provides useful tools to identify key parameters and to inform critical values of these parameters that are pivotal in risk evaluation. Our preliminary analysis shows that the effect of gastro-environmental stress, the role of commensal microbiota and immune cells are critical for successful infection of L. monocytogenes and for dictating the shape of the dose-response curves.
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spelling pubmed-59633202018-06-20 Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach Rahman, S.M. Ashrafur Munther, Daniel Fazil, Aamir Smith, Ben Wu, Jianhong Infect Dis Model Article Food-borne disease outbreaks caused by Listeria monocytogenes continue to impose heavy burdens on public health in North America and globally. To explore the threat L. monocytogenes presents to the elderly, pregnant woman and immuno-compromised individuals, many studies have focused on in-host infection mechanisms and risk evaluation in terms of dose-response outcomes. However, the connection of these two foci has received little attention, leaving risk prediction with an insufficient mechanistic basis. Consequently, there is a critical need to quantifiably link in-host infection pathways with the dose-response paradigm. To better understand these relationships, we propose a new mathematical model to describe the gastro-intestinal pathway of L. monocytogenes within the host. The model dynamics are shown to be sensitive to inoculation doses and exhibit bi-stability phenomena. Applying the model to guinea pigs, we show how it provides useful tools to identify key parameters and to inform critical values of these parameters that are pivotal in risk evaluation. Our preliminary analysis shows that the effect of gastro-environmental stress, the role of commensal microbiota and immune cells are critical for successful infection of L. monocytogenes and for dictating the shape of the dose-response curves. KeAi Publishing 2016-09-23 /pmc/articles/PMC5963320/ /pubmed/29928724 http://dx.doi.org/10.1016/j.idm.2016.09.001 Text en Copyright © 2016 Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Rahman, S.M. Ashrafur
Munther, Daniel
Fazil, Aamir
Smith, Ben
Wu, Jianhong
Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach
title Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach
title_full Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach
title_fullStr Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach
title_full_unstemmed Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach
title_short Unraveling the dose-response puzzle of L. monocytogenes: A mechanistic approach
title_sort unraveling the dose-response puzzle of l. monocytogenes: a mechanistic approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5963320/
https://www.ncbi.nlm.nih.gov/pubmed/29928724
http://dx.doi.org/10.1016/j.idm.2016.09.001
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