Cargando…

The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB

Treatment failure after therapy of pulmonary tuberculosis (TB) infections is an important challenge, especially when it coincides with de novo emergence of multi-drug-resistant TB (MDR-TB). We seek to explore possible causes why MDR-TB has been found to occur much more often in patients with a histo...

Descripción completa

Detalles Bibliográficos
Autores principales: Cadosch, Dominique, Abel zur Wiesch, Pia, Kouyos, Roger, Bonhoeffer, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4788301/
https://www.ncbi.nlm.nih.gov/pubmed/26967493
http://dx.doi.org/10.1371/journal.pcbi.1004749
_version_ 1782420712055635968
author Cadosch, Dominique
Abel zur Wiesch, Pia
Kouyos, Roger
Bonhoeffer, Sebastian
author_facet Cadosch, Dominique
Abel zur Wiesch, Pia
Kouyos, Roger
Bonhoeffer, Sebastian
author_sort Cadosch, Dominique
collection PubMed
description Treatment failure after therapy of pulmonary tuberculosis (TB) infections is an important challenge, especially when it coincides with de novo emergence of multi-drug-resistant TB (MDR-TB). We seek to explore possible causes why MDR-TB has been found to occur much more often in patients with a history of previous treatment. We develop a mathematical model of the replication of Mycobacterium tuberculosis within a patient reflecting the compartments of macrophages, granulomas, and open cavities as well as parameterizing the effects of drugs on the pathogen dynamics in these compartments. We use this model to study the influence of patient adherence to therapy and of common retreatment regimens on treatment outcome. As expected, the simulations show that treatment success increases with increasing adherence. However, treatment occasionally fails even under perfect adherence due to interpatient variability in pharmacological parameters. The risk of generating MDR de novo is highest between 40% and 80% adherence. Importantly, our simulations highlight the double-edged effect of retreatment: On the one hand, the recommended retreatment regimen increases the overall success rate compared to re-treating with the initial regimen. On the other hand, it increases the probability to accumulate more resistant genotypes. We conclude that treatment adherence is a key factor for a positive outcome, and that screening for resistant strains is advisable after treatment failure or relapse.
format Online
Article
Text
id pubmed-4788301
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-47883012016-03-23 The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB Cadosch, Dominique Abel zur Wiesch, Pia Kouyos, Roger Bonhoeffer, Sebastian PLoS Comput Biol Research Article Treatment failure after therapy of pulmonary tuberculosis (TB) infections is an important challenge, especially when it coincides with de novo emergence of multi-drug-resistant TB (MDR-TB). We seek to explore possible causes why MDR-TB has been found to occur much more often in patients with a history of previous treatment. We develop a mathematical model of the replication of Mycobacterium tuberculosis within a patient reflecting the compartments of macrophages, granulomas, and open cavities as well as parameterizing the effects of drugs on the pathogen dynamics in these compartments. We use this model to study the influence of patient adherence to therapy and of common retreatment regimens on treatment outcome. As expected, the simulations show that treatment success increases with increasing adherence. However, treatment occasionally fails even under perfect adherence due to interpatient variability in pharmacological parameters. The risk of generating MDR de novo is highest between 40% and 80% adherence. Importantly, our simulations highlight the double-edged effect of retreatment: On the one hand, the recommended retreatment regimen increases the overall success rate compared to re-treating with the initial regimen. On the other hand, it increases the probability to accumulate more resistant genotypes. We conclude that treatment adherence is a key factor for a positive outcome, and that screening for resistant strains is advisable after treatment failure or relapse. Public Library of Science 2016-03-11 /pmc/articles/PMC4788301/ /pubmed/26967493 http://dx.doi.org/10.1371/journal.pcbi.1004749 Text en © 2016 Cadosch 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
Cadosch, Dominique
Abel zur Wiesch, Pia
Kouyos, Roger
Bonhoeffer, Sebastian
The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB
title The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB
title_full The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB
title_fullStr The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB
title_full_unstemmed The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB
title_short The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB
title_sort role of adherence and retreatment in de novo emergence of mdr-tb
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4788301/
https://www.ncbi.nlm.nih.gov/pubmed/26967493
http://dx.doi.org/10.1371/journal.pcbi.1004749
work_keys_str_mv AT cadoschdominique theroleofadherenceandretreatmentindenovoemergenceofmdrtb
AT abelzurwieschpia theroleofadherenceandretreatmentindenovoemergenceofmdrtb
AT kouyosroger theroleofadherenceandretreatmentindenovoemergenceofmdrtb
AT bonhoeffersebastian theroleofadherenceandretreatmentindenovoemergenceofmdrtb
AT cadoschdominique roleofadherenceandretreatmentindenovoemergenceofmdrtb
AT abelzurwieschpia roleofadherenceandretreatmentindenovoemergenceofmdrtb
AT kouyosroger roleofadherenceandretreatmentindenovoemergenceofmdrtb
AT bonhoeffersebastian roleofadherenceandretreatmentindenovoemergenceofmdrtb