ArticleScience translational medicine2012
Modeling the dynamic relationship between HIV and the risk of drug-resistant tuberculosis.
Article in Science translational medicine, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 3 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Global mapping of bedaquiline-resistant Mycobacterium tuberculosis: a systematic review.BMC infectious diseases · 2026Pooled it
- Mathematical models of drug-resistant tuberculosis lack bacterial heterogeneity: A systematic review.PLoS pathogens · 2024Pooled it
- Population-level mathematical modeling of antimicrobial resistance: a systematic review.BMC medicine · 2019Pooled it
- Prevalence and burden of HIV-TB co-infection among pregnant women: A systematic review and meta-analysis.Journal of Taibah University Medical Sciences · 2026Review
- Impact and cost-effectiveness of the 6-month BPaLM regimen for rifampicin-resistant tuberculosis in Moldova: A mathematical modeling analysis.PLoS medicine · 2024Article
- A systematic review and meta-analysis on the correlation between HIV infection and multidrug-resistance tuberculosis.Heliyon · 2023Article
- The potential impact of preventive therapy against tuberculosis in the WHO South-East Asian Region: a modelling approach.BMC medicine · 2020Article
- The relative fitness of drug-resistantJournal of the Royal Society, Interface · 2018Article
- Impact of HIV co-infection on the evolution and transmission of multidrug-resistant tuberculosis.eLife · 2016Article
- Antibiotic resistance mechanisms in M. tuberculosis: an update.Archives of toxicology · 2016Review
- Drug resistance characteristics and cluster analysis of M. tuberculosis in Chinese patients with multiple episodes of anti-tuberculosis treatment.BMC infectious diseases · 2016Article
- 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.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2015Article
- The potential impact of coinfection on antimicrobial chemotherapy and drug resistance.Trends in microbiology · 2015Review
- First insights into circulating Mycobacterium tuberculosis complex lineages and drug resistance in Guinea.Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases · 2015Article
- The Potential Impact of Up-Front Drug Sensitivity Testing on India's Epidemic of Multi-Drug Resistant Tuberculosis.PloS one · 2015Article
- How can mathematical models advance tuberculosis control in high HIV prevalence settings?The international journal of tuberculosis and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease · 2014Review
- TB incidence and characteristics in the remote gulf province of Papua New Guinea: a prospective study.BMC infectious diseases · 2014Article
- Modeling the impact of alternative strategies for rapid molecular diagnosis of tuberculosis in Southeast Asia.American journal of epidemiology · 2013Article
- Type-specific human papillomavirus biological features: validated model-based estimates.PloS one · 2013Article
- Molecular biology of drug resistance in Mycobacterium tuberculosis.Current topics in microbiology and immunology · 2013Review
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Abstract
The emergence of highly drug-resistant tuberculosis (TB) and interactions between TB and HIV epidemics pose serious challenges for TB control. Previous researchers have presented several hypotheses for why HIV-coinfected TB patients may suffer an increased risk of drug-resistant TB (DRTB) compared to other TB patients. Although some studies have found a positive association between an individual's HIV status and his or her subsequent risk of multidrug-resistant TB (MDRTB), the observed individual-level relationship between HIV and DRTB varies substantially among settings. Here, we develop a modeling framework to explore the effect of HIV on the dynamics of DRTB. The model captures the acquisition of resistance to important classes of TB drugs, imposes fitness costs associated with resistance-conferring mutations, and allows for subsequent restoration of fitness because of compensatory mutations. Despite uncertainty in several key parameters, we demonstrate epidemic behavior that is robust over a range of assumptions. Whereas HIV facilitates the emergence of MDRTB within a community over several decades, HIV-seropositive individuals presenting with TB may, counterintuitively, be at lower risk of drug-resistant TB at early stages of the co-epidemic. This situation arises because many individuals with incident HIV infection will already harbor latent Mycobacterium tuberculosis infection acquired at an earlier time when drug resistance was less prevalent. We find that the rise of HIV can increase the prevalence of MDRTB within populations even as it lowers the average fitness of circulating MDRTB strains compared to similar populations unaffected by HIV. Preferential social mixing among individuals with similar HIV status and lower average CD4 counts among HIV-seropositive individuals further increase the expected burden of MDRTB. This model suggests that the individual-level association between HIV and drug-resistant forms of TB is dynamic, and therefore, cross-sectional studies that do not report a positive individual-level association will not provide assurance that HIV does not exacerbate the burden of resistant TB in the community.
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