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Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture

Drug resistance to tuberculosis (TB) has become more widespread over the past decade. As such, understanding the emergence and fitness of antibiotic-resistant subpopulations is crucial for the development of new interventions. Here we use a simple mathematical model to explain the differences in the...

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Autores principales: Ayabina, Diepreye, Hendon-Dunn, Charlotte, Bacon, Joanna, Colijn, Caroline
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134024/
https://www.ncbi.nlm.nih.gov/pubmed/27807274
http://dx.doi.org/10.1098/rsif.2016.0745
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author Ayabina, Diepreye
Hendon-Dunn, Charlotte
Bacon, Joanna
Colijn, Caroline
author_facet Ayabina, Diepreye
Hendon-Dunn, Charlotte
Bacon, Joanna
Colijn, Caroline
author_sort Ayabina, Diepreye
collection PubMed
description Drug resistance to tuberculosis (TB) has become more widespread over the past decade. As such, understanding the emergence and fitness of antibiotic-resistant subpopulations is crucial for the development of new interventions. Here we use a simple mathematical model to explain the differences in the response to isoniazid (INH) of Mycobacterium tuberculosis cells cultured under two growth rates in a chemostat. We obtain posterior distributions of model parameters consistent with data using a Markov chain Monte Carlo (MCMC) method. We explore the dynamics of diverse INH-resistant subpopulations consistent with these data in a multi-population model. We find that the simple model captures the qualitative behaviour of the cultures under both dilution rates and also present testable predictions about how diversity is maintained in such cultures.
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spelling pubmed-51340242016-12-12 Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture Ayabina, Diepreye Hendon-Dunn, Charlotte Bacon, Joanna Colijn, Caroline J R Soc Interface Life Sciences–Mathematics interface Drug resistance to tuberculosis (TB) has become more widespread over the past decade. As such, understanding the emergence and fitness of antibiotic-resistant subpopulations is crucial for the development of new interventions. Here we use a simple mathematical model to explain the differences in the response to isoniazid (INH) of Mycobacterium tuberculosis cells cultured under two growth rates in a chemostat. We obtain posterior distributions of model parameters consistent with data using a Markov chain Monte Carlo (MCMC) method. We explore the dynamics of diverse INH-resistant subpopulations consistent with these data in a multi-population model. We find that the simple model captures the qualitative behaviour of the cultures under both dilution rates and also present testable predictions about how diversity is maintained in such cultures. The Royal Society 2016-11 /pmc/articles/PMC5134024/ /pubmed/27807274 http://dx.doi.org/10.1098/rsif.2016.0745 Text en © 2016 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Life Sciences–Mathematics interface
Ayabina, Diepreye
Hendon-Dunn, Charlotte
Bacon, Joanna
Colijn, Caroline
Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture
title Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture
title_full Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture
title_fullStr Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture
title_full_unstemmed Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture
title_short Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture
title_sort diverse drug-resistant subpopulations of mycobacterium tuberculosis are sustained in continuous culture
topic Life Sciences–Mathematics interface
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134024/
https://www.ncbi.nlm.nih.gov/pubmed/27807274
http://dx.doi.org/10.1098/rsif.2016.0745
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