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Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study.
- Source :
-
PLoS medicine [PLoS Med] 2020 Dec 14; Vol. 17 (12), pp. e1003397. Date of Electronic Publication: 2020 Dec 14 (Print Publication: 2020). - Publication Year :
- 2020
-
Abstract
- Background: Rising resistance of HIV-1 to non-nucleoside reverse transcriptase inhibitors (NNRTIs) threatens the success of the global scale-up of antiretroviral therapy (ART). The switch to WHO-recommended dolutegravir (DTG)-based regimens could reduce this threat due to DTG's high genetic barrier to resistance. We used mathematical modeling to predict the impact of the scale-up of DTG-based ART on NNRTI pretreatment drug resistance (PDR) in South Africa, 2020 to 2040.<br />Methods and Findings: We adapted the Modeling Antiretroviral drug Resistance In South Africa (MARISA) model, an epidemiological model of the transmission of NNRTI resistance in South Africa. We modeled the introduction of DTG in 2020 under 2 scenarios: DTG as first-line regimen for ART initiators, or DTG for all patients, including patients on suppressive NNRTI-based ART. Given the safety concerns related to DTG during pregnancy, we assessed the impact of prescribing DTG to all men and in addition to (1) women beyond reproductive age; (2) women beyond reproductive age or using contraception; and (3) all women. The model projections show that, compared to the continuation of NNRTI-based ART, introducing DTG would lead to a reduction in NNRTI PDR in all scenarios if ART initiators are started on a DTG-based regimen, and those on NNRTI-based regimens are rapidly switched to DTG. NNRTI PDR would continue to increase if DTG-based ART was restricted to men. When given to all men and women, DTG-based ART could reduce the level of NNRTI PDR from 52.4% (without DTG) to 10.4% (with universal DTG) in 2040. If only men and women beyond reproductive age or on contraception are started on or switched to DTG-based ART, NNRTI PDR would reach 25.9% in 2040. Limitations include substantial uncertainty due to the long-term predictions and the current scarcity of knowledge about DTG efficacy in South Africa.<br />Conclusions: Our model shows the potential benefit of scaling up DTG-based regimens for halting the rise of NNRTI resistance. Starting or switching all men and women to DTG would lead to a sustained decline in resistance levels, whereas using DTG-based ART in all men, or in men and women beyond childbearing age, would only slow down the increase in levels of NNRTI PDR.<br />Competing Interests: I have read the journal's policy and the authors of this manuscript have the following competing interests: HFG has received unrestricted research grants from Gilead Sciences and Roche; fees for data and safety monitoring board membership from Merck; consulting/advisory board membership fees from ViiV, Gilead Sciences, Sandoz and Mepha. ME is a member of the Editorial Board of PLOS Medicine. The other authors have declared that no competing interests exist.
- Subjects :
- Drug Substitution
Female
HIV Infections diagnosis
HIV Infections epidemiology
HIV Infections virology
HIV Integrase Inhibitors adverse effects
HIV Integrase Inhibitors supply & distribution
HIV-1 pathogenicity
Heterocyclic Compounds, 3-Ring adverse effects
Heterocyclic Compounds, 3-Ring supply & distribution
Humans
Male
Oxazines adverse effects
Oxazines supply & distribution
Piperazines adverse effects
Piperazines supply & distribution
Pyridones adverse effects
Pyridones supply & distribution
South Africa epidemiology
Time Factors
Treatment Outcome
Drug Resistance, Viral
HIV Infections drug therapy
HIV Integrase Inhibitors therapeutic use
HIV-1 drug effects
Heterocyclic Compounds, 3-Ring therapeutic use
Models, Theoretical
Oxazines therapeutic use
Piperazines therapeutic use
Pyridones therapeutic use
Subjects
Details
- Language :
- English
- ISSN :
- 1549-1676
- Volume :
- 17
- Issue :
- 12
- Database :
- MEDLINE
- Journal :
- PLoS medicine
- Publication Type :
- Academic Journal
- Accession number :
- 33315863
- Full Text :
- https://doi.org/10.1371/journal.pmed.1003397