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In silico modeling of spore inhalation reveals fungal persistence following low dose exposure

The human lung is constantly exposed to spores of the environmental mould Aspergillus fumigatus, a major opportunistic pathogen. The spectrum of resultant disease is the outcome of complex host-pathogen interactions, an integrated, quantitative understanding of which lies beyond the ethical and tech...

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Autores principales: Tanaka, Reiko J., Boon, Neville J., Vrcelj, Katarina, Nguyen, Anita, Vinci, Carmelina, Armstrong-James, Darius, Bignell, Elaine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4568477/
https://www.ncbi.nlm.nih.gov/pubmed/26364644
http://dx.doi.org/10.1038/srep13958
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author Tanaka, Reiko J.
Boon, Neville J.
Vrcelj, Katarina
Nguyen, Anita
Vinci, Carmelina
Armstrong-James, Darius
Bignell, Elaine
author_facet Tanaka, Reiko J.
Boon, Neville J.
Vrcelj, Katarina
Nguyen, Anita
Vinci, Carmelina
Armstrong-James, Darius
Bignell, Elaine
author_sort Tanaka, Reiko J.
collection PubMed
description The human lung is constantly exposed to spores of the environmental mould Aspergillus fumigatus, a major opportunistic pathogen. The spectrum of resultant disease is the outcome of complex host-pathogen interactions, an integrated, quantitative understanding of which lies beyond the ethical and technical reach permitted by animal studies. Here we construct a mathematical model of spore inhalation and clearance by concerted actions of macrophages and neutrophils, and use it to derive a mechanistic understanding of pathogen clearance by the healthy, immunocompetent host. In particular, we investigated the impact of inoculum size upon outcomes of single-dose fungal exposure by simulated titrations of inoculation dose, from 10(6) to 10(2) spores. Simulated low-dose (10(2)) spore exposure, an everyday occurrence for humans, revealed a counter-intuitive prediction of fungal persistence (>3 days). The model predictions were reflected in the short-term dynamics of experimental murine exposure to fungal spores, thereby highlighting the potential of mathematical modelling for studying relevant behaviours in experimental models of fungal disease. Our model suggests that infectious outcomes can be highly dependent upon short-term dynamics of fungal exposure, which may govern occurrence of cyclic or persistent subclinical fungal colonisation of the lung following low dose spore inhalation in non-neutropenic hosts.
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spelling pubmed-45684772015-09-23 In silico modeling of spore inhalation reveals fungal persistence following low dose exposure Tanaka, Reiko J. Boon, Neville J. Vrcelj, Katarina Nguyen, Anita Vinci, Carmelina Armstrong-James, Darius Bignell, Elaine Sci Rep Article The human lung is constantly exposed to spores of the environmental mould Aspergillus fumigatus, a major opportunistic pathogen. The spectrum of resultant disease is the outcome of complex host-pathogen interactions, an integrated, quantitative understanding of which lies beyond the ethical and technical reach permitted by animal studies. Here we construct a mathematical model of spore inhalation and clearance by concerted actions of macrophages and neutrophils, and use it to derive a mechanistic understanding of pathogen clearance by the healthy, immunocompetent host. In particular, we investigated the impact of inoculum size upon outcomes of single-dose fungal exposure by simulated titrations of inoculation dose, from 10(6) to 10(2) spores. Simulated low-dose (10(2)) spore exposure, an everyday occurrence for humans, revealed a counter-intuitive prediction of fungal persistence (>3 days). The model predictions were reflected in the short-term dynamics of experimental murine exposure to fungal spores, thereby highlighting the potential of mathematical modelling for studying relevant behaviours in experimental models of fungal disease. Our model suggests that infectious outcomes can be highly dependent upon short-term dynamics of fungal exposure, which may govern occurrence of cyclic or persistent subclinical fungal colonisation of the lung following low dose spore inhalation in non-neutropenic hosts. Nature Publishing Group 2015-09-14 /pmc/articles/PMC4568477/ /pubmed/26364644 http://dx.doi.org/10.1038/srep13958 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Tanaka, Reiko J.
Boon, Neville J.
Vrcelj, Katarina
Nguyen, Anita
Vinci, Carmelina
Armstrong-James, Darius
Bignell, Elaine
In silico modeling of spore inhalation reveals fungal persistence following low dose exposure
title In silico modeling of spore inhalation reveals fungal persistence following low dose exposure
title_full In silico modeling of spore inhalation reveals fungal persistence following low dose exposure
title_fullStr In silico modeling of spore inhalation reveals fungal persistence following low dose exposure
title_full_unstemmed In silico modeling of spore inhalation reveals fungal persistence following low dose exposure
title_short In silico modeling of spore inhalation reveals fungal persistence following low dose exposure
title_sort in silico modeling of spore inhalation reveals fungal persistence following low dose exposure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4568477/
https://www.ncbi.nlm.nih.gov/pubmed/26364644
http://dx.doi.org/10.1038/srep13958
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