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Published on: March 9, 2018
Iron acquisition and oxidative stress response in aspergillus fumigatus
Madison Brandon1,2, Brad Howard3,4, Christopher Lawrence5,6
1Center for Cell Analysis and Modeling, University of Connecticut Health Center, 400 Farmington Ave, Farmington, 06030, USA. mbrandon@uchc.edu.
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.
Insights
Investigating Aspergillus fumigatus iron uptake and oxidative stress response using a systems biology model reveals that blocking iron uptake enhances fungal killing. This finding offers new therapeutic strategies for invasive aspergillosis.
Area of Science:
- Mycology
- Systems Biology
- Computational Biology
Background:
- Aspergillus fumigatus is a dangerous fungal pathogen for immunocompromised individuals.
- Its pathogenicity relies on iron acquisition and oxidative stress resistance.
- Understanding these mechanisms can improve aspergillosis diagnosis and treatment.
Purpose of the Study:
- To investigate the molecular mechanisms of A. fumigatus iron regulation and oxidative stress response.
- To model adaptive behaviors emerging from molecular interactions.
- To predict phenotypes of gene deletion strains and validate the model.
Main Methods:
- A systems biology approach using a Boolean network model.
- Simulation of environmental iron and superoxide level effects on network dynamics.
- Validation against literature data and gene expression patterns.
Main Results:
- The model accurately reproduces gene expression changes between low and high iron conditions.
- It correctly predicts phenotypes of knockout strains under varying iron and superoxide levels.
- Simulations suggest post-translational regulation of SreA and HapX by intracellular iron.
Conclusions:
- Combined targeting of siderophore-mediated iron uptake and oxidative stress response may enhance fungal cell killing.
- This suggests novel therapeutic strategies for invasive aspergillosis.
- The model provides insights into A. fumigatus adaptive mechanisms.
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