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An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies

The response of human immunodeficiency virus type 1 (HIV-1) quasispecies to antiretroviral therapy is influenced by the ensemble of mutants that composes the evolving population. Low-abundance subpopulations within HIV-1 quasispecies may determine the viral response to the administered drug combinat...

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Autores principales: Martín, Verónica, Perales, Celia, Fernández-Algar, María, Dos Santos, Helena G., Garrido, Patricia, Pernas, María, Parro, Víctor, Moreno, Miguel, García-Pérez, Javier, Alcamí, José, Torán, José Luis, Abia, David, Domingo, Esteban, Briones, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5154500/
https://www.ncbi.nlm.nih.gov/pubmed/27959928
http://dx.doi.org/10.1371/journal.pone.0166902
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author Martín, Verónica
Perales, Celia
Fernández-Algar, María
Dos Santos, Helena G.
Garrido, Patricia
Pernas, María
Parro, Víctor
Moreno, Miguel
García-Pérez, Javier
Alcamí, José
Torán, José Luis
Abia, David
Domingo, Esteban
Briones, Carlos
author_facet Martín, Verónica
Perales, Celia
Fernández-Algar, María
Dos Santos, Helena G.
Garrido, Patricia
Pernas, María
Parro, Víctor
Moreno, Miguel
García-Pérez, Javier
Alcamí, José
Torán, José Luis
Abia, David
Domingo, Esteban
Briones, Carlos
author_sort Martín, Verónica
collection PubMed
description The response of human immunodeficiency virus type 1 (HIV-1) quasispecies to antiretroviral therapy is influenced by the ensemble of mutants that composes the evolving population. Low-abundance subpopulations within HIV-1 quasispecies may determine the viral response to the administered drug combinations. However, routine sequencing assays available to clinical laboratories do not recognize HIV-1 minority variants representing less than 25% of the population. Although several alternative and more sensitive genotyping techniques have been developed, including next-generation sequencing (NGS) methods, they are usually very time consuming, expensive and require highly trained personnel, thus becoming unrealistic approaches in daily clinical practice. Here we describe the development and testing of a HIV-1 genotyping DNA microarray that detects and quantifies, in majority and minority viral subpopulations, relevant mutations and amino acid insertions in 42 codons of the pol gene associated with drug- and multidrug-resistance to protease (PR) and reverse transcriptase (RT) inhibitors. A customized bioinformatics protocol has been implemented to analyze the microarray hybridization data by including a new normalization procedure and a stepwise filtering algorithm, which resulted in the highly accurate (96.33%) detection of positive/negative signals. This microarray has been tested with 57 subtype B HIV-1 clinical samples extracted from multi-treated patients, showing an overall identification of 95.53% and 89.24% of the queried PR and RT codons, respectively, and enough sensitivity to detect minority subpopulations representing as low as 5–10% of the total quasispecies. The developed genotyping platform represents an efficient diagnostic and prognostic tool useful to personalize antiviral treatments in clinical practice.
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spelling pubmed-51545002016-12-28 An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies Martín, Verónica Perales, Celia Fernández-Algar, María Dos Santos, Helena G. Garrido, Patricia Pernas, María Parro, Víctor Moreno, Miguel García-Pérez, Javier Alcamí, José Torán, José Luis Abia, David Domingo, Esteban Briones, Carlos PLoS One Research Article The response of human immunodeficiency virus type 1 (HIV-1) quasispecies to antiretroviral therapy is influenced by the ensemble of mutants that composes the evolving population. Low-abundance subpopulations within HIV-1 quasispecies may determine the viral response to the administered drug combinations. However, routine sequencing assays available to clinical laboratories do not recognize HIV-1 minority variants representing less than 25% of the population. Although several alternative and more sensitive genotyping techniques have been developed, including next-generation sequencing (NGS) methods, they are usually very time consuming, expensive and require highly trained personnel, thus becoming unrealistic approaches in daily clinical practice. Here we describe the development and testing of a HIV-1 genotyping DNA microarray that detects and quantifies, in majority and minority viral subpopulations, relevant mutations and amino acid insertions in 42 codons of the pol gene associated with drug- and multidrug-resistance to protease (PR) and reverse transcriptase (RT) inhibitors. A customized bioinformatics protocol has been implemented to analyze the microarray hybridization data by including a new normalization procedure and a stepwise filtering algorithm, which resulted in the highly accurate (96.33%) detection of positive/negative signals. This microarray has been tested with 57 subtype B HIV-1 clinical samples extracted from multi-treated patients, showing an overall identification of 95.53% and 89.24% of the queried PR and RT codons, respectively, and enough sensitivity to detect minority subpopulations representing as low as 5–10% of the total quasispecies. The developed genotyping platform represents an efficient diagnostic and prognostic tool useful to personalize antiviral treatments in clinical practice. Public Library of Science 2016-12-13 /pmc/articles/PMC5154500/ /pubmed/27959928 http://dx.doi.org/10.1371/journal.pone.0166902 Text en © 2016 Martín 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
Martín, Verónica
Perales, Celia
Fernández-Algar, María
Dos Santos, Helena G.
Garrido, Patricia
Pernas, María
Parro, Víctor
Moreno, Miguel
García-Pérez, Javier
Alcamí, José
Torán, José Luis
Abia, David
Domingo, Esteban
Briones, Carlos
An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies
title An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies
title_full An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies
title_fullStr An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies
title_full_unstemmed An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies
title_short An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies
title_sort efficient microarray-based genotyping platform for the identification of drug-resistance mutations in majority and minority subpopulations of hiv-1 quasispecies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5154500/
https://www.ncbi.nlm.nih.gov/pubmed/27959928
http://dx.doi.org/10.1371/journal.pone.0166902
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