Cargando…

Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy

The development of resistant strains of HIV is the most significant barrier to effective long-term treatment of HIV infection. The most common causes of resistance development are patient noncompliance and pre-existence of resistant strains. In this paper, methods of antiviral regimen switching are...

Descripción completa

Detalles Bibliográficos
Autores principales: Luo, Rutao, Piovoso, Michael J., Martinez-Picado, Javier, Zurakowski, Ryan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3207836/
https://www.ncbi.nlm.nih.gov/pubmed/22073250
http://dx.doi.org/10.1371/journal.pone.0027047
_version_ 1782215558912016384
author Luo, Rutao
Piovoso, Michael J.
Martinez-Picado, Javier
Zurakowski, Ryan
author_facet Luo, Rutao
Piovoso, Michael J.
Martinez-Picado, Javier
Zurakowski, Ryan
author_sort Luo, Rutao
collection PubMed
description The development of resistant strains of HIV is the most significant barrier to effective long-term treatment of HIV infection. The most common causes of resistance development are patient noncompliance and pre-existence of resistant strains. In this paper, methods of antiviral regimen switching are developed that minimize the risk of pre-existing resistant virus emerging during therapy switches necessitated by virological failure. Two distinct cases are considered; a single previous virological failure and multiple virological failures. These methods use optimal control approaches on experimentally verified mathematical models of HIV strain competition and statistical models of resistance risk. It is shown that, theoretically, order-of-magnitude reduction in risk can be achieved, and multiple previous virological failures enable greater success of these methods in reducing the risk of subsequent treatment failures.
format Online
Article
Text
id pubmed-3207836
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-32078362011-11-09 Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy Luo, Rutao Piovoso, Michael J. Martinez-Picado, Javier Zurakowski, Ryan PLoS One Research Article The development of resistant strains of HIV is the most significant barrier to effective long-term treatment of HIV infection. The most common causes of resistance development are patient noncompliance and pre-existence of resistant strains. In this paper, methods of antiviral regimen switching are developed that minimize the risk of pre-existing resistant virus emerging during therapy switches necessitated by virological failure. Two distinct cases are considered; a single previous virological failure and multiple virological failures. These methods use optimal control approaches on experimentally verified mathematical models of HIV strain competition and statistical models of resistance risk. It is shown that, theoretically, order-of-magnitude reduction in risk can be achieved, and multiple previous virological failures enable greater success of these methods in reducing the risk of subsequent treatment failures. Public Library of Science 2011-11-03 /pmc/articles/PMC3207836/ /pubmed/22073250 http://dx.doi.org/10.1371/journal.pone.0027047 Text en Luo 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Luo, Rutao
Piovoso, Michael J.
Martinez-Picado, Javier
Zurakowski, Ryan
Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy
title Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy
title_full Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy
title_fullStr Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy
title_full_unstemmed Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy
title_short Optimal Antiviral Switching to Minimize Resistance Risk in HIV Therapy
title_sort optimal antiviral switching to minimize resistance risk in hiv therapy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3207836/
https://www.ncbi.nlm.nih.gov/pubmed/22073250
http://dx.doi.org/10.1371/journal.pone.0027047
work_keys_str_mv AT luorutao optimalantiviralswitchingtominimizeresistanceriskinhivtherapy
AT piovosomichaelj optimalantiviralswitchingtominimizeresistanceriskinhivtherapy
AT martinezpicadojavier optimalantiviralswitchingtominimizeresistanceriskinhivtherapy
AT zurakowskiryan optimalantiviralswitchingtominimizeresistanceriskinhivtherapy