MinVar: A rapid and versatile tool for HIV-1 drug resistance genotyping by deep sequencing

被引:38
|
作者
Huber, Michael [1 ]
Metzner, Karin J. [1 ,2 ]
Geissberger, Fabienne D. [1 ]
Shah, Cyril [1 ]
Leemann, Christine [1 ,2 ]
Klimkait, Thomas [3 ]
Boni, Jurg [1 ]
Trkola, Alexandra [1 ]
Zagordi, Osvaldo [1 ]
机构
[1] Univ Zurich, Inst Med Virol, Zurich, Switzerland
[2] Univ Zurich, Div Infect Dis & Hosp Epidemiol, Zurich, Switzerland
[3] Univ Basel, Dept Biomed, Mol Virol, Basel, Switzerland
关键词
HIV-1; Genotyping; Deep sequencing; Bioinformatics; Drug resistance mutations; Minority variants; VARIANT DETECTION; GENERATION; POPULATIONS; QUALITY;
D O I
10.1016/j.jviromet.2016.11.008
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Genotypic monitoring of drug-resistance mutations (DRMs) in HIV-1 infected individuals is strongly recommended to guide selection of the initial antiretroviral therapy (ART) and changes of drug regimens. Traditionally, mutations conferring drug resistance are detected by population sequencing of the reverse transcribed viral RNA encoding the HIV-1 enzymes target by ART, followed by manual analysis and interpretation of Sanger sequencing traces. This process is labor intensive, relies on subjective interpretation from the operator, and offers limited sensitivity as only mutations above 20% frequency can be reliably detected. Here we present MinVar, a pipeline for the analysis of deep sequencing data, which allows reliable and automated detection of DRMs down to 5%. We evaluated MinVar with data from amplicon sequencing of defined mixtures of molecular virus clones with known DRM and plasma samples of viremic HIV-1 infected individuals and we compared it to VirVarSeq, another virus variant detection tool exclusively working on Illumina deep sequencing data. MinVar was designed to be compatible with a diverse range of sequencing platforms and allows the detection of DRMs and insertions/deletions from deep sequencing data without the need to perform additional bioinformatics analysis, a prerequisite to a widespread implementation of HIV-1 genotyping using deep sequencing in routine diagnostic settings. (C) 2016 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license.
引用
收藏
页码:7 / 13
页数:7
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