Cargando…

Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Hauser, Anthony, Kusejko, Katharina, Johnson, Leigh F., Günthard, Huldrych F., Riou, Julien, Wandeler, Gilles, Egger, Matthias, Kouyos, Roger D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735592/
https://www.ncbi.nlm.nih.gov/pubmed/33315863
http://dx.doi.org/10.1371/journal.pmed.1003397
_version_ 1783622663461142528
author Hauser, Anthony
Kusejko, Katharina
Johnson, Leigh F.
Günthard, Huldrych F.
Riou, Julien
Wandeler, Gilles
Egger, Matthias
Kouyos, Roger D.
author_facet Hauser, Anthony
Kusejko, Katharina
Johnson, Leigh F.
Günthard, Huldrych F.
Riou, Julien
Wandeler, Gilles
Egger, Matthias
Kouyos, Roger D.
author_sort Hauser, Anthony
collection PubMed
description 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. 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. 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.
format Online
Article
Text
id pubmed-7735592
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-77355922020-12-22 Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study Hauser, Anthony Kusejko, Katharina Johnson, Leigh F. Günthard, Huldrych F. Riou, Julien Wandeler, Gilles Egger, Matthias Kouyos, Roger D. PLoS Med Research Article 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. 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. 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. Public Library of Science 2020-12-14 /pmc/articles/PMC7735592/ /pubmed/33315863 http://dx.doi.org/10.1371/journal.pmed.1003397 Text en © 2020 Hauser et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Hauser, Anthony
Kusejko, Katharina
Johnson, Leigh F.
Günthard, Huldrych F.
Riou, Julien
Wandeler, Gilles
Egger, Matthias
Kouyos, Roger D.
Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study
title Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study
title_full Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study
title_fullStr Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study
title_full_unstemmed Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study
title_short Impact of scaling up dolutegravir on antiretroviral resistance in South Africa: A modeling study
title_sort impact of scaling up dolutegravir on antiretroviral resistance in south africa: a modeling study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735592/
https://www.ncbi.nlm.nih.gov/pubmed/33315863
http://dx.doi.org/10.1371/journal.pmed.1003397
work_keys_str_mv AT hauseranthony impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy
AT kusejkokatharina impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy
AT johnsonleighf impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy
AT gunthardhuldrychf impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy
AT rioujulien impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy
AT wandelergilles impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy
AT eggermatthias impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy
AT kouyosrogerd impactofscalingupdolutegravironantiretroviralresistanceinsouthafricaamodelingstudy