ArticlePLoS medicine2013
Elimination of HIV in South Africa through expanded access to antiretroviral therapy: a model comparison study.
Article in PLoS medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers, 6 of them syntheses that pooled it.
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Who cites it
75 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Promoting HIV care continuum outcomes among people who use drugs and alcohol: a systematic review of randomized trials evaluating behavioral HIV care interventions published from 2011 to 2023.BMC public health · 2023Pooled it
- The costs of scaling up HIV and syphilis testing in low- and middle-income countries: a systematic review.Health policy and planning · 2021Pooled it
- Evidence of sociodemographic heterogeneity across the HIV treatment cascade and progress towards 90-90-90 in sub-Saharan Africa - a systematic review and meta-analysis.Journal of the International AIDS Society · 2020Pooled it
- Dynamic Transmission Economic Evaluation of Infectious Disease Interventions in Low- and Middle-Income Countries: A Systematic Literature Review.Health economics · 2016Pooled it
- Trends in CD4 count at presentation to care and treatment initiation in sub-Saharan Africa, 2002-2013: a meta-analysis.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2015Pooled it
- Equity in utilization of antiretroviral therapy for HIV-infected people in South Africa: a systematic review.International journal for equity in health · 2014Pooled it
- Differences in health-related quality of life between HIV-positive and HIV-negative people in Zambia and South Africa: a cross-sectional baseline survey of the HPTN 071 (PopART) trial.The Lancet. Global health · 2017Trial
- Trial
- The male factor: Outcomes from a cluster randomized field experiment with a couples-based HIV prevention intervention in a South African township.Drug and alcohol dependence · 2016Trial
- Evaluating the impact of achieving cascade equality in Eswatini: a modeling study on the prevention impacts of antiretroviral therapy.AIDS (London, England) · 2026Article
- The impact of the PEPFAR funding freeze on HIV deaths and infections: a mathematical modelling study of seven countries in sub-Saharan Africa.EClinicalMedicine · 2025Article
- Future HIV epidemic trajectories in South Africa and projected long-term consequences of reductions in general population HIV testing: a mathematical modelling study.The Lancet. Public health · 2024Article
- Gaussian process emulation to improve efficiency of computationally intensive multidisease models: a practical tutorial with adaptable R code.BMC medical research methodology · 2024Article
- HIV epidemiologic trends among occupational groups in Rakai, Uganda: A population-based longitudinal study, 1999-2016.PLOS global public health · 2024Article
- A quantitative assessment of the consistency of projections from five mathematical models of the HIV epidemic in South Africa: a model comparison study.BMC public health · 2023Article
- The effect of universal testing and treatment for HIV on health-related quality of life - An analysis of data from the HPTN 071 (PopART) cluster randomised trial.SSM - population health · 2023Article
- Extent and implications of omitted ties on network measures in a longitudinal social network survey of people who use drugs.Drug and alcohol dependence · 2022Article
- Modelling the impact of HIV and HCV prevention and treatment interventions for people who inject drugs in Dar es Salaam, Tanzania.Journal of the International AIDS Society · 2021Article
- Comparison of two simulators for individual based models in HIV epidemiology in a population with HSV 2 in Yaoundé (Cameroon).Scientific reports · 2021Article
- Partnership dynamics in mathematical models and implications for representation of sexually transmitted infections: a review.Annals of epidemiology · 2021Review
15 more citing papers are in PubMed but not listed here.
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9 authors.
Funding
Abstract
backgroundExpanded access to antiretroviral therapy (ART) using universal test and treat (UTT) has been suggested as a strategy to eliminate HIV in South Africa within 7 y based on an influential mathematical modeling study. However, the underlying deterministic model was criticized widely, and other modeling studies did not always confirm the study's finding. The objective of our study is to better understand the implications of different model structures and assumptions, so as to arrive at the best possible predictions of the long-term impact of UTT and the possibility of elimination of HIV. METHODS AND
findingsWe developed nine structurally different mathematical models of the South African HIV epidemic in a stepwise approach of increasing complexity and realism. The simplest model resembles the initial deterministic model, while the most comprehensive model is the stochastic microsimulation model STDSIM, which includes sexual networks and HIV stages with different degrees of infectiousness. We defined UTT as annual screening and immediate ART for all HIV-infected adults, starting at 13% in January 2012 and scaled up to 90% coverage by January 2019. All models predict elimination, yet those that capture more processes underlying the HIV transmission dynamics predict elimination at a later point in time, after 20 to 25 y. Importantly, the most comprehensive model predicts that the current strategy of ART at CD4 count ≤350 cells/µl will also lead to elimination, albeit 10 y later compared to UTT. Still, UTT remains cost-effective, as many additional life-years would be saved. The study's major limitations are that elimination was defined as incidence below 1/1,000 person-years rather than 0% prevalence, and drug resistance was not modeled.
conclusionsOur results confirm previous predictions that the HIV epidemic in South Africa can be eliminated through universal testing and immediate treatment at 90% coverage. However, more realistic models show that elimination is likely to occur at a much later point in time than the initial model suggested. Also, UTT is a cost-effective intervention, but less cost-effective than previously predicted because the current South African ART treatment policy alone could already drive HIV into elimination. Please see later in the article for the Editors' Summary.
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