Back to Search
Start Over
The Role of Adherence and Retreatment in De Novo Emergence of MDR-TB.
- Source :
-
PLoS computational biology [PLoS Comput Biol] 2016 Mar 11; Vol. 12 (3), pp. e1004749. Date of Electronic Publication: 2016 Mar 11 (Print Publication: 2016). - Publication Year :
- 2016
-
Abstract
- 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.
- Subjects :
- Computer Simulation
Humans
Models, Statistical
Mycobacterium tuberculosis drug effects
Risk Assessment methods
Treatment Outcome
Tuberculosis, Multidrug-Resistant epidemiology
Tuberculosis, Pulmonary drug therapy
Tuberculosis, Pulmonary microbiology
Antitubercular Agents administration & dosage
Models, Biological
Mycobacterium tuberculosis physiology
Tuberculosis, Multidrug-Resistant drug therapy
Tuberculosis, Multidrug-Resistant microbiology
Assessment of Medication Adherence
Subjects
Details
- Language :
- English
- ISSN :
- 1553-7358
- Volume :
- 12
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- PLoS computational biology
- Publication Type :
- Academic Journal
- Accession number :
- 26967493
- Full Text :
- https://doi.org/10.1371/journal.pcbi.1004749