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The Distribution of Fitness Costs of Resistance-Conferring Mutations Is a Key Determinant for the Future Burden of Drug-Resistant Tuberculosis: A Model-Based Analysis
- Source :
- Clinical infectious diseases, 61(Suppl. 3), S147-S154. Oxford University Press
- Publication Year :
- 2015
-
Abstract
- BACKGROUND: Drug resistance poses a serious challenge for the control of tuberculosis in many settings. It is well established that the expected future trend in resistance depends on the reproductive fitness of drug-resistant Mycobacterium tuberculosis. However, the variability in fitness between strains with different resistance-conferring mutations has been largely ignored when making these predictions. METHODS: We developed a novel approach for incorporating the variable fitness costs of drug resistance-conferring mutations and for tracking this distribution of fitness costs over time within a transmission model. We used this approach to describe the effects of realistic fitness cost distributions on the future prevalence of drug-resistant tuberculosis. RESULTS: The shape of the distribution of fitness costs was a strong predictor of the long-term prevalence of resistance. While, as expected, lower average fitness costs of drug resistance-conferring mutations were associated with more severe epidemics of drug-resistant tuberculosis, fitness distributions with greater variance also led to higher levels of drug resistance. For example, compared to simulations in which the fitness cost of resistance was fixed, introducing a realistic amount of variance resulted in a 40% increase in prevalence of drug-resistant tuberculosis after 20 years. CONCLUSIONS: The differences in the fitness costs associated with drug resistance-conferring mutations are a key determinant of the future burden of drug-resistant tuberculosis. Future studies that can better establish the range of fitness costs associated with drug resistance-conferring mutations will improve projections and thus facilitate better public health planning efforts.
- Subjects :
- Microbiology (medical)
Models, Molecular
Tuberculosis
Genetic Fitness
Antitubercular Agents
Drug resistance
law.invention
Mycobacterium tuberculosis
Antibiotic resistance
law
Drug Resistance, Multiple, Bacterial
Tuberculosis, Multidrug-Resistant
medicine
Prevalence
Humans
Advances in Tuberculosis Research: A Blueprint for Opportunities
biology
Reproductive success
business.industry
Variance (accounting)
medicine.disease
biology.organism_classification
United States
Biotechnology
Infectious Diseases
Transmission (mechanics)
Mutation
business
Demography
Subjects
Details
- Language :
- English
- ISSN :
- 10584838
- Database :
- OpenAIRE
- Journal :
- Clinical infectious diseases, 61(Suppl. 3), S147-S154. Oxford University Press
- Accession number :
- edsair.doi.dedup.....f263bf175b3824035b222bde12abe6be