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Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model
BACKGROUND: We analyzed the effect of time to initiation of antiretroviral therapy (ART) after diagnosis on the probability of HIV-1 transmission events (HIV-TE) in naïve HIV-1-infected men having sex with men (MSM). SETTING: Mathematical model. METHODS: We used discrete event simulation modeling to...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7371210/ https://www.ncbi.nlm.nih.gov/pubmed/32687492 http://dx.doi.org/10.1371/journal.pone.0236032 |
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author | Berenguer, Juan Parrondo, Javier Landovitz, Raphael J. |
author_facet | Berenguer, Juan Parrondo, Javier Landovitz, Raphael J. |
author_sort | Berenguer, Juan |
collection | PubMed |
description | BACKGROUND: We analyzed the effect of time to initiation of antiretroviral therapy (ART) after diagnosis on the probability of HIV-1 transmission events (HIV-TE) in naïve HIV-1-infected men having sex with men (MSM). SETTING: Mathematical model. METHODS: We used discrete event simulation modeling to estimate the probability of HIV-TE in the first 8 weeks after ART initiation; we varied ART initiation from D0 to D28 after simulated “diagnosis”. The model inputs used sexual behavior parameters from the MSM population of the START trial, and transmission rates per-sex act and HIV-1 RNA from recent meta-analyses. HIV-1 RNA decay curves were modeled from the databases of Single (efavirenz [EFV] v dolutegravir [DTG]), Spring-2 (raltegravir [RAL] v DTG), and Flamingo (darunavir/ritonavir [DRVr] v DTG) trials. RESULTS: We found that the number of HIV-TE per index patient in the first 8 weeks after ART initiation increased linearly for same-day ART to initiation on day 28. Small but statistically significant advantages of integrase strand transfer inhibitors (INSTI) over EFV and DRVr were found. CONCLUSIONS: Rapid, if not same-day initiation of INSTI-based ART to newly diagnosed HIV-infected MSM has the potential for substantial public health benefits related to decreases in HIV-TE. |
format | Online Article Text |
id | pubmed-7371210 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-73712102020-07-29 Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model Berenguer, Juan Parrondo, Javier Landovitz, Raphael J. PLoS One Research Article BACKGROUND: We analyzed the effect of time to initiation of antiretroviral therapy (ART) after diagnosis on the probability of HIV-1 transmission events (HIV-TE) in naïve HIV-1-infected men having sex with men (MSM). SETTING: Mathematical model. METHODS: We used discrete event simulation modeling to estimate the probability of HIV-TE in the first 8 weeks after ART initiation; we varied ART initiation from D0 to D28 after simulated “diagnosis”. The model inputs used sexual behavior parameters from the MSM population of the START trial, and transmission rates per-sex act and HIV-1 RNA from recent meta-analyses. HIV-1 RNA decay curves were modeled from the databases of Single (efavirenz [EFV] v dolutegravir [DTG]), Spring-2 (raltegravir [RAL] v DTG), and Flamingo (darunavir/ritonavir [DRVr] v DTG) trials. RESULTS: We found that the number of HIV-TE per index patient in the first 8 weeks after ART initiation increased linearly for same-day ART to initiation on day 28. Small but statistically significant advantages of integrase strand transfer inhibitors (INSTI) over EFV and DRVr were found. CONCLUSIONS: Rapid, if not same-day initiation of INSTI-based ART to newly diagnosed HIV-infected MSM has the potential for substantial public health benefits related to decreases in HIV-TE. Public Library of Science 2020-07-20 /pmc/articles/PMC7371210/ /pubmed/32687492 http://dx.doi.org/10.1371/journal.pone.0236032 Text en © 2020 Berenguer 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 Berenguer, Juan Parrondo, Javier Landovitz, Raphael J. Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model |
title | Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model |
title_full | Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model |
title_fullStr | Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model |
title_full_unstemmed | Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model |
title_short | Quantifying the reduction in sexual transmission of HIV-1 among MSM by early initiation of ART: A mathematical model |
title_sort | quantifying the reduction in sexual transmission of hiv-1 among msm by early initiation of art: a mathematical model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7371210/ https://www.ncbi.nlm.nih.gov/pubmed/32687492 http://dx.doi.org/10.1371/journal.pone.0236032 |
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