ArticleJournal of the International AIDS Society2020
Impact along the HIV pre-exposure prophylaxis "cascade of prevention" in western Kenya: a mathematical modelling study.
Article in Journal of the International AIDS Society, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Cost-effectiveness of providing pre-exposure and post-exposure prophylaxis for the prevention of HIV via online pharmacies in western Kenya: a modelling study.The Lancet. Global health · 2026Article
- Projected burden of hypertension-associated cardiovascular disease in people living with HIV versus HIV-negative adults in Eswatini.medRxiv : the preprint server for health sciences · 2026Article
- Cost-Effectiveness of Differentiated Service Delivery for HIV Treatment: A Combined Mathematical Modeling Study of Four African Settings.Open forum infectious diseases · 2026Article
- Feasibility and Preliminary Effectiveness of a Discrete Choice-Based Pre-Exposure Prophylaxis Delivery Model for Female Sex Workers in Uganda.medRxiv : the preprint server for health sciences · 2025Article
- Impacts of US Bilateral Aid Disruptions on HIV Resurgence in Zambia: A Mathematical Modeling Study.Open forum infectious diseases · 2025Article
- Article
- Estimated impact of long-acting injectable PrEP in South Africa: a model comparison analysis.Journal of the International AIDS Society · 2025Article
- Uncovering the impact of randomness in HIV hotspot formation: A mathematical modeling study.PLoS computational biology · 2025Article
- Article
- Estimated contributions and future mitigation strategies for HIV risk around funeral practices in western Kenya: a mathematical modeling study.BMC medicine · 2025Article
- Cost thresholds for anticipated long-acting HIV pre-exposure prophylaxis products in Eastern and Southern Africa: a mathematical modelling study.Journal of the International AIDS Society · 2025Article
- Health and economic impact of oral PrEP provision across subgroups in western Kenya: a modelling analysis.BMJ global health · 2025Article
- Evaluation of the New York City COVID-19 case investigation and contact tracing program: a cascade of care analysis.BMC public health · 2024Article
- Impact of pre-exposure prophylaxis uptake among gay, bisexual, and other men who have sex with men in urban centers in Brazil: a modeling study.BMC public health · 2023Article
- Cost-effectiveness of the dual prevention pill for contraception and HIV pre-exposure prophylaxis.Frontiers in reproductive health · 2023Article
- HIV prevention metrics: lessons to be learned from contraception.Journal of the International AIDS Society · 2022Article
- Cost-effectiveness of easy-access, risk-informed oral pre-exposure prophylaxis in HIV epidemics in sub-Saharan Africa: a modelling study.The lancet. HIV · 2022Article
- PrEP acceptability and initiation among women engaged in sex work in Uganda: Implications for HIV prevention.EClinicalMedicine · 2022Article
- Strengthening primary HIV prevention: better use of data to improve programmes, develop strategies and evaluate progress.Journal of the International AIDS Society · 2020Article
- Impact along the HIV pre-exposure prophylaxis "cascade of prevention" in western Kenya: a mathematical modelling study.Journal of the International AIDS Society · 2020Article
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7 authors.
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Abstract
introductionOver one hundred implementation studies of HIV pre-exposure prophylaxis (PrEP) are completed, underway or planned. We synthesized evidence from these studies to inform mathematical modelling of the prevention cascade for oral and long-acting PrEP in the setting of western Kenya, one of the world's most heavily HIV-affected regions.
methodsWe incorporated steps of the PrEP prevention cascade - uptake, adherence, retention and re-engagement after discontinuation - into EMOD-HIV, an open-source transmission model calibrated to the demography and HIV epidemic patterns of western Kenya. Early PrEP implementation research from East Africa was used to parameterize prevention cascades for oral PrEP as currently implemented, delivery innovations for oral PrEP, and future long-acting PrEP. We compared infections averted by PrEP at the population level for different cascade assumptions and sub-populations on PrEP. Analyses were conducted over the 2020 to 2040 time horizon, with additional sensitivity analyses for the time horizon of analysis and the time when long-acting PrEP becomes available.
resultsThe maximum impact of oral PrEP diminished by over 98% across all prevention cascades, with the exception of long-acting PrEP under optimistic assumptions about uptake and re-engagement after discontinuation. Long-acting PrEP had the highest population-level impact, even after accounting for possible delays in product availability, primarily because its effectiveness does not depend on drug adherence. Retention was the most significant cascade step reducing the potential impact of long-acting PrEP. These results were robust to assumptions about the sub-populations receiving PrEP, but were highly influenced by assumptions about re-initiation of PrEP after discontinuation, about which evidence was sparse.
conclusionsImplementation challenges along the prevention cascade compound to diminish the population-level impact of oral PrEP. Long-acting PrEP is expected to be less impacted by user uptake and adherence, but it is instead dependent on product availability in the short term and retention in the long term. To maximize the impact of long-acting PrEP, ensuring timely product approval and rollout is critical. Research is needed on strategies to improve retention and patterns of PrEP re-initiation.
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