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Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains
One of the serious threats facing the administration of antiretroviral therapy to human immunodeficiency virus (HIV-1) infected patients is the reported increasing prevalence of transmitted drug resistance. However, given that HIV-1 drug-resistant strains are often less fit than the wild-type strain...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Academic Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126109/ https://www.ncbi.nlm.nih.gov/pubmed/27553875 http://dx.doi.org/10.1016/j.tpb.2016.08.001 |
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author | Kitayimbwa, J.M. Mugisha, J.Y.T. Saenz, R.A. |
author_facet | Kitayimbwa, J.M. Mugisha, J.Y.T. Saenz, R.A. |
author_sort | Kitayimbwa, J.M. |
collection | PubMed |
description | One of the serious threats facing the administration of antiretroviral therapy to human immunodeficiency virus (HIV-1) infected patients is the reported increasing prevalence of transmitted drug resistance. However, given that HIV-1 drug-resistant strains are often less fit than the wild-type strains, it is expected that drug-resistant strains that are present during the primary phase of the HIV-1 infection are replaced by the fitter wild-type strains. This replacement of HIV-1 resistant mutations involves the emergence of wild-type strains by a process of backward mutation. How quickly the replacement happens is dependent on the class of HIV-1 mutation group. We estimate the backward mutation rates and relative fitness of various mutational groups known to confer HIV-1 drug resistance. We do this by fitting a stochastic model to data for individuals who were originally infected by an HIV-1 strain carrying any one of the known drug resistance-conferring mutations and observed over a period of time to see whether the resistant strain is replaced. To do this, we seek a distribution, generated from simulations of the stochastic model, that best describes the observed (clinical data) replacement times of a given mutation. We found that Lamivudine/Emtricitabine-associated mutations have a distinctly higher, backward mutation rate and low relative fitness compared to the other classes (as has been reported before) while protease inhibitors-associated mutations have a slower backward mutation rate and high relative fitness. For the other mutation classes, we found more uncertainty in their estimates. |
format | Online Article Text |
id | pubmed-5126109 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Academic Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-51261092016-12-05 Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains Kitayimbwa, J.M. Mugisha, J.Y.T. Saenz, R.A. Theor Popul Biol Article One of the serious threats facing the administration of antiretroviral therapy to human immunodeficiency virus (HIV-1) infected patients is the reported increasing prevalence of transmitted drug resistance. However, given that HIV-1 drug-resistant strains are often less fit than the wild-type strains, it is expected that drug-resistant strains that are present during the primary phase of the HIV-1 infection are replaced by the fitter wild-type strains. This replacement of HIV-1 resistant mutations involves the emergence of wild-type strains by a process of backward mutation. How quickly the replacement happens is dependent on the class of HIV-1 mutation group. We estimate the backward mutation rates and relative fitness of various mutational groups known to confer HIV-1 drug resistance. We do this by fitting a stochastic model to data for individuals who were originally infected by an HIV-1 strain carrying any one of the known drug resistance-conferring mutations and observed over a period of time to see whether the resistant strain is replaced. To do this, we seek a distribution, generated from simulations of the stochastic model, that best describes the observed (clinical data) replacement times of a given mutation. We found that Lamivudine/Emtricitabine-associated mutations have a distinctly higher, backward mutation rate and low relative fitness compared to the other classes (as has been reported before) while protease inhibitors-associated mutations have a slower backward mutation rate and high relative fitness. For the other mutation classes, we found more uncertainty in their estimates. Academic Press 2016-12 /pmc/articles/PMC5126109/ /pubmed/27553875 http://dx.doi.org/10.1016/j.tpb.2016.08.001 Text en © 2016 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kitayimbwa, J.M. Mugisha, J.Y.T. Saenz, R.A. Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains |
title | Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains |
title_full | Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains |
title_fullStr | Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains |
title_full_unstemmed | Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains |
title_short | Estimation of the HIV-1 backward mutation rate from transmitted drug-resistant strains |
title_sort | estimation of the hiv-1 backward mutation rate from transmitted drug-resistant strains |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126109/ https://www.ncbi.nlm.nih.gov/pubmed/27553875 http://dx.doi.org/10.1016/j.tpb.2016.08.001 |
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