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Iron acquisition and oxidative stress response in aspergillus fumigatus

BACKGROUND: Aspergillus fumigatus is a ubiquitous airborne fungal pathogen that presents a life-threatening health risk to individuals with weakened immune systems. A. fumigatus pathogenicity depends on its ability to acquire iron from the host and to resist host-generated oxidative stress. Gaining...

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Autores principales: Brandon, Madison, Howard, Brad, Lawrence, Christopher, Laubenbacher, Reinhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4418068/
https://www.ncbi.nlm.nih.gov/pubmed/25908096
http://dx.doi.org/10.1186/s12918-015-0163-1
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author Brandon, Madison
Howard, Brad
Lawrence, Christopher
Laubenbacher, Reinhard
author_facet Brandon, Madison
Howard, Brad
Lawrence, Christopher
Laubenbacher, Reinhard
author_sort Brandon, Madison
collection PubMed
description BACKGROUND: Aspergillus fumigatus is a ubiquitous airborne fungal pathogen that presents a life-threatening health risk to individuals with weakened immune systems. A. fumigatus pathogenicity depends on its ability to acquire iron from the host and to resist host-generated oxidative stress. Gaining a deeper understanding of the molecular mechanisms governing A. fumigatus iron acquisition and oxidative stress response may ultimately help to improve the diagnosis and treatment of invasive aspergillus infections. RESULTS: This study follows a systems biology approach to investigate how adaptive behaviors emerge from molecular interactions underlying A. fumigatus iron regulation and oxidative stress response. We construct a Boolean network model from known interactions and simulate how changes in environmental iron and superoxide levels affect network dynamics. We propose rules for linking long term model behavior to qualitative estimates of cell growth and cell death. These rules are used to predict phenotypes of gene deletion strains. The model is validated on the basis of its ability to reproduce literature data not used in model generation. CONCLUSIONS: The model reproduces gene expression patterns in experimental time course data when A. fumigatus is switched from a low iron to a high iron environment. In addition, the model is able to accurately represent the phenotypes of many knockout strains under varying iron and superoxide conditions. Model simulations support the hypothesis that intracellular iron regulates A. fumigatus transcription factors, SreA and HapX, by a post-translational, rather than transcriptional, mechanism. Finally, the model predicts that blocking siderophore-mediated iron uptake reduces resistance to oxidative stress. This indicates that combined targeting of siderophore-mediated iron uptake and the oxidative stress response network may act synergistically to increase fungal cell killing. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-015-0163-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-44180682015-05-05 Iron acquisition and oxidative stress response in aspergillus fumigatus Brandon, Madison Howard, Brad Lawrence, Christopher Laubenbacher, Reinhard BMC Syst Biol Research Article BACKGROUND: Aspergillus fumigatus is a ubiquitous airborne fungal pathogen that presents a life-threatening health risk to individuals with weakened immune systems. A. fumigatus pathogenicity depends on its ability to acquire iron from the host and to resist host-generated oxidative stress. Gaining a deeper understanding of the molecular mechanisms governing A. fumigatus iron acquisition and oxidative stress response may ultimately help to improve the diagnosis and treatment of invasive aspergillus infections. RESULTS: This study follows a systems biology approach to investigate how adaptive behaviors emerge from molecular interactions underlying A. fumigatus iron regulation and oxidative stress response. We construct a Boolean network model from known interactions and simulate how changes in environmental iron and superoxide levels affect network dynamics. We propose rules for linking long term model behavior to qualitative estimates of cell growth and cell death. These rules are used to predict phenotypes of gene deletion strains. The model is validated on the basis of its ability to reproduce literature data not used in model generation. CONCLUSIONS: The model reproduces gene expression patterns in experimental time course data when A. fumigatus is switched from a low iron to a high iron environment. In addition, the model is able to accurately represent the phenotypes of many knockout strains under varying iron and superoxide conditions. Model simulations support the hypothesis that intracellular iron regulates A. fumigatus transcription factors, SreA and HapX, by a post-translational, rather than transcriptional, mechanism. Finally, the model predicts that blocking siderophore-mediated iron uptake reduces resistance to oxidative stress. This indicates that combined targeting of siderophore-mediated iron uptake and the oxidative stress response network may act synergistically to increase fungal cell killing. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-015-0163-1) contains supplementary material, which is available to authorized users. BioMed Central 2015-04-24 /pmc/articles/PMC4418068/ /pubmed/25908096 http://dx.doi.org/10.1186/s12918-015-0163-1 Text en © Brandon et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License(http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Brandon, Madison
Howard, Brad
Lawrence, Christopher
Laubenbacher, Reinhard
Iron acquisition and oxidative stress response in aspergillus fumigatus
title Iron acquisition and oxidative stress response in aspergillus fumigatus
title_full Iron acquisition and oxidative stress response in aspergillus fumigatus
title_fullStr Iron acquisition and oxidative stress response in aspergillus fumigatus
title_full_unstemmed Iron acquisition and oxidative stress response in aspergillus fumigatus
title_short Iron acquisition and oxidative stress response in aspergillus fumigatus
title_sort iron acquisition and oxidative stress response in aspergillus fumigatus
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4418068/
https://www.ncbi.nlm.nih.gov/pubmed/25908096
http://dx.doi.org/10.1186/s12918-015-0163-1
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