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Bistability and Bacterial Infections

Bacterial infections occur when the natural host defenses are overwhelmed by invading bacteria. The main component of the host defense is impaired when neutrophil count or function is too low, putting the host at great risk of developing an acute infection. In people with intact immune systems, neut...

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Detalles Bibliográficos
Autores principales: Malka, Roy, Shochat, Eliezer, Rom-Kedar, Vered
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2864736/
https://www.ncbi.nlm.nih.gov/pubmed/20463954
http://dx.doi.org/10.1371/journal.pone.0010010
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author Malka, Roy
Shochat, Eliezer
Rom-Kedar, Vered
author_facet Malka, Roy
Shochat, Eliezer
Rom-Kedar, Vered
author_sort Malka, Roy
collection PubMed
description Bacterial infections occur when the natural host defenses are overwhelmed by invading bacteria. The main component of the host defense is impaired when neutrophil count or function is too low, putting the host at great risk of developing an acute infection. In people with intact immune systems, neutrophil count increases during bacterial infection. However, there are two important clinical cases in which they remain constant: a) in patients with neutropenic-associated conditions, such as those undergoing chemotherapy at the nadir (the minimum clinically observable neutrophil level); b) in ex vivo examination of the patient's neutrophil bactericidal activity. Here we study bacterial population dynamics under fixed neutrophil levels by mathematical modelling. We show that under reasonable biological assumptions, there are only two possible scenarios: 1) Bacterial behavior is monostable: it always converges to a stable equilibrium of bacterial concentration which only depends, in a gradual manner, on the neutrophil level (and not on the initial bacterial level). We call such a behavior type I dynamics. 2) The bacterial dynamics is bistable for some range of neutrophil levels. We call such a behavior type II dynamics. In the bistable case (type II), one equilibrium corresponds to a healthy state whereas the other corresponds to a fulminant bacterial infection. We demonstrate that published data of in vitro Staphylococcus epidermidis bactericidal experiments are inconsistent with both the type I dynamics and the commonly used linear model and are consistent with type II dynamics. We argue that type II dynamics is a plausible mechanism for the development of a fulminant infection.
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spelling pubmed-28647362010-05-12 Bistability and Bacterial Infections Malka, Roy Shochat, Eliezer Rom-Kedar, Vered PLoS One Research Article Bacterial infections occur when the natural host defenses are overwhelmed by invading bacteria. The main component of the host defense is impaired when neutrophil count or function is too low, putting the host at great risk of developing an acute infection. In people with intact immune systems, neutrophil count increases during bacterial infection. However, there are two important clinical cases in which they remain constant: a) in patients with neutropenic-associated conditions, such as those undergoing chemotherapy at the nadir (the minimum clinically observable neutrophil level); b) in ex vivo examination of the patient's neutrophil bactericidal activity. Here we study bacterial population dynamics under fixed neutrophil levels by mathematical modelling. We show that under reasonable biological assumptions, there are only two possible scenarios: 1) Bacterial behavior is monostable: it always converges to a stable equilibrium of bacterial concentration which only depends, in a gradual manner, on the neutrophil level (and not on the initial bacterial level). We call such a behavior type I dynamics. 2) The bacterial dynamics is bistable for some range of neutrophil levels. We call such a behavior type II dynamics. In the bistable case (type II), one equilibrium corresponds to a healthy state whereas the other corresponds to a fulminant bacterial infection. We demonstrate that published data of in vitro Staphylococcus epidermidis bactericidal experiments are inconsistent with both the type I dynamics and the commonly used linear model and are consistent with type II dynamics. We argue that type II dynamics is a plausible mechanism for the development of a fulminant infection. Public Library of Science 2010-05-05 /pmc/articles/PMC2864736/ /pubmed/20463954 http://dx.doi.org/10.1371/journal.pone.0010010 Text en Malka 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
Malka, Roy
Shochat, Eliezer
Rom-Kedar, Vered
Bistability and Bacterial Infections
title Bistability and Bacterial Infections
title_full Bistability and Bacterial Infections
title_fullStr Bistability and Bacterial Infections
title_full_unstemmed Bistability and Bacterial Infections
title_short Bistability and Bacterial Infections
title_sort bistability and bacterial infections
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2864736/
https://www.ncbi.nlm.nih.gov/pubmed/20463954
http://dx.doi.org/10.1371/journal.pone.0010010
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