ArticleBMC infectious diseases2021
Drivers of HIV-1 drug resistance to non-nucleoside reverse-transcriptase inhibitors (NNRTIs) in nine southern African countries: a modelling study.
Article in BMC infectious diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 20 citations in OpenAlex.
- HIV-1 Antiretroviral Drug Resistance in Mozambique: A Systematic Review and Meta-Analysis.Viruses · 2024Pooled it
- Acquired HIV drug resistance mutations on first-line antiretroviral therapy in Southern Africa: Systematic review and Bayesian evidence synthesis.Journal of clinical epidemiology · 2022Pooled it
- Potential Risks and Benefits of Low-barrier Access and Monitoring for HIV Pre-exposure Prophylaxis: A Modeling Study.The Journal of infectious diseases · 2026Article
- Nationwide patterns of HIV drug resistance and high viral load in Sub-Saharan African countries.The Journal of antimicrobial chemotherapy · 2026Article
- Impact of HIV Pretreatment Drug Resistance on Secondary Transmission Through Treatment Dropout: A Prospective Population-Based Study in Southwestern China.Infection and drug resistance · 2025Article
- HIV-1 pretreatment and acquired antiretroviral drug resistance before tenofovir/ /lamivudine /dolutegravir (TLD) roll-out in Mozambique.BMC infectious diseases · 2024Article
- Should dolutegravir always be withheld in people with HIV on dolutegravir with incident diabetes mellitus? a case report.BMC infectious diseases · 2023Article
- The Application of Systems Thinking to the Prevention and Control of Sexually Transmissible Infections among Adolescents and Adults: A Scoping Review.International journal of environmental research and public health · 2023Article
- Prevalence of HIV Transmitted Drug Resistance in Nanjing from 2018 to 2021.Infection and drug resistance · 2023Article
- Comparing albuvirtide plus ritonavir-boosted lopinavir regimen to two nucleotide reverse transcriptase inhibitors plus ritonavir-boosted lopinavir in HIV-infected individuals who failed initial treatment: a retrospective comparative cohort study.Annals of translational medicine · 2022Article
- Correction to: Drivers of HIV-1 drug resistance to non-nucleoside reverse-transcriptase inhibitors (NNRTIs) in nine southern African countries: a modelling study.BMC infectious diseases · 2021Article
Corrections and comments
- Erratum issued
Authors and funding
7 authors at 4 institutions in 3 countries.
Funding
Abstract
introductionThe rise of HIV-1 drug resistance to non-nucleoside reverse-transcriptase inhibitors (NNRTI) threatens antiretroviral therapy's long-term success (ART). NNRTIs will remain an essential drug for the management of HIV-1 due to safety concerns associated with integrase inhibitors. We fitted a dynamic transmission model to historical data from 2000 to 2018 in nine countries of southern Africa to understand the mechanisms that have shaped the HIV-1 epidemic and the rise of pretreatment NNRTI resistance.
methodsWe included data on HIV-1 prevalence, ART coverage, HIV-related mortality, and survey data on pretreatment NNRTI resistance from nine southern Africa countries from a systematic review, UNAIDS and World Bank. Using a Bayesian hierarchical framework, we developed a dynamic transmission model linking data on the HIV-1 epidemic to survey data on NNRTI drug resistance in each country. We estimated the proportion of resistance attributable to unregulated, off-programme use of ART. We examined each national ART programme's vulnerability to NNRTI resistance by defining a fragility index: the ratio of the rate of NNRTI resistance emergence during first-line ART over the rate of switching to second-line ART. We explored associations between fragility and characteristics of the health system of each country.
resultsThe model reliably described the dynamics of the HIV-1 epidemic and NNRTI resistance in each country. Predicted levels of resistance in 2018 ranged between 3.3% (95% credible interval 1.9-7.1) in Mozambique and 25.3% (17.9-33.8) in Eswatini. The proportion of pretreatment NNRTI resistance attributable to unregulated antiretroviral use ranged from 6% (2-14) in Eswatini to 64% (26-85) in Mozambique. The fragility index was low in Botswana (0.01; 0.0-0.11) but high in Namibia (0.48; 0.16-10.17), Eswatini (0.64; 0.23-11.8) and South Africa (1.21; 0.83-9.84). The combination of high fragility of ART programmes and high ART coverage levels was associated with a sharp increase in pretreatment NNRTI resistance.
conclusionsThis comparison of nine countries shows that pretreatment NNRTI resistance can be controlled despite high ART coverage levels. This was the case in Botswana, Mozambique, and Zambia, most likely because of better HIV care delivery, including rapid switching to second-line ART of patients failing first-line ART.
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