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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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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 |
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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 |
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