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Host contact dynamics shapes richness and dominance of pathogen strains
The interaction among multiple microbial strains affects the spread of infectious diseases and the efficacy of interventions. Genomic tools have made it increasingly easy to observe pathogenic strains diversity, but the best interpretation of such diversity has remained difficult because of relation...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6546247/ https://www.ncbi.nlm.nih.gov/pubmed/31112541 http://dx.doi.org/10.1371/journal.pcbi.1006530 |
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author | Pinotti, Francesco Fleury, Éric Guillemot, Didier Böelle, Pierre-Yves Poletto, Chiara |
author_facet | Pinotti, Francesco Fleury, Éric Guillemot, Didier Böelle, Pierre-Yves Poletto, Chiara |
author_sort | Pinotti, Francesco |
collection | PubMed |
description | The interaction among multiple microbial strains affects the spread of infectious diseases and the efficacy of interventions. Genomic tools have made it increasingly easy to observe pathogenic strains diversity, but the best interpretation of such diversity has remained difficult because of relationships with host and environmental factors. Here, we focus on host-to-host contact behavior and study how it changes populations of pathogens in a minimal model of multi-strain interaction. We simulated a population of identical strains competing by mutual exclusion and spreading on a dynamical network of hosts according to a stochastic susceptible-infectious-susceptible model. We computed ecological indicators of diversity and dominance in strain populations for a collection of networks illustrating various properties found in real-world examples. Heterogeneities in the number of contacts among hosts were found to reduce diversity and increase dominance by making the repartition of strains among infected hosts more uneven, while strong community structure among hosts increased strain diversity. We found that the introduction of strains associated with hosts entering and leaving the system led to the highest pathogenic richness at intermediate turnover levels. These results were finally illustrated using the spread of Staphylococcus aureus in a long-term health-care facility where close proximity interactions and strain carriage were collected simultaneously. We found that network structural and temporal properties could account for a large part of the variability observed in strain diversity. These results show how stochasticity and network structure affect the population ecology of pathogens and warn against interpreting observations as unambiguous evidence of epidemiological differences between strains. |
format | Online Article Text |
id | pubmed-6546247 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-65462472019-06-17 Host contact dynamics shapes richness and dominance of pathogen strains Pinotti, Francesco Fleury, Éric Guillemot, Didier Böelle, Pierre-Yves Poletto, Chiara PLoS Comput Biol Research Article The interaction among multiple microbial strains affects the spread of infectious diseases and the efficacy of interventions. Genomic tools have made it increasingly easy to observe pathogenic strains diversity, but the best interpretation of such diversity has remained difficult because of relationships with host and environmental factors. Here, we focus on host-to-host contact behavior and study how it changes populations of pathogens in a minimal model of multi-strain interaction. We simulated a population of identical strains competing by mutual exclusion and spreading on a dynamical network of hosts according to a stochastic susceptible-infectious-susceptible model. We computed ecological indicators of diversity and dominance in strain populations for a collection of networks illustrating various properties found in real-world examples. Heterogeneities in the number of contacts among hosts were found to reduce diversity and increase dominance by making the repartition of strains among infected hosts more uneven, while strong community structure among hosts increased strain diversity. We found that the introduction of strains associated with hosts entering and leaving the system led to the highest pathogenic richness at intermediate turnover levels. These results were finally illustrated using the spread of Staphylococcus aureus in a long-term health-care facility where close proximity interactions and strain carriage were collected simultaneously. We found that network structural and temporal properties could account for a large part of the variability observed in strain diversity. These results show how stochasticity and network structure affect the population ecology of pathogens and warn against interpreting observations as unambiguous evidence of epidemiological differences between strains. Public Library of Science 2019-05-21 /pmc/articles/PMC6546247/ /pubmed/31112541 http://dx.doi.org/10.1371/journal.pcbi.1006530 Text en © 2019 Pinotti 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Pinotti, Francesco Fleury, Éric Guillemot, Didier Böelle, Pierre-Yves Poletto, Chiara Host contact dynamics shapes richness and dominance of pathogen strains |
title | Host contact dynamics shapes richness and dominance of pathogen strains |
title_full | Host contact dynamics shapes richness and dominance of pathogen strains |
title_fullStr | Host contact dynamics shapes richness and dominance of pathogen strains |
title_full_unstemmed | Host contact dynamics shapes richness and dominance of pathogen strains |
title_short | Host contact dynamics shapes richness and dominance of pathogen strains |
title_sort | host contact dynamics shapes richness and dominance of pathogen strains |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6546247/ https://www.ncbi.nlm.nih.gov/pubmed/31112541 http://dx.doi.org/10.1371/journal.pcbi.1006530 |
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