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Genotypic Inference of HIV-1 Tropism Using Population-based Sequencing of V3
Published on: December 27, 2010
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HIV-1 Drug Resistance Assay Using Ion Torrent Next Generation Sequencing and On-Instrument End-to-End Analysis
Michael T Pyne1, Keith E Simmon1, Melanie A Mallory1
1ARUP Institute for Clinical and Experimental Pathology, Salt Lake City, Utah, USA.
Journal of Clinical Microbiology
|June 14, 2022
Summary
Next-generation sequencing (NGS) offers improved detection of HIV-1 drug resistance mutations compared to Sanger sequencing. This study presents a streamlined NGS workflow for clinical labs, enhancing early detection and therapy modification.
Area of Science:
- Medical Diagnostics
- Molecular Biology
- Virology
Background:
- Antiretroviral therapy management for HIV-1 relies on sequencing the pol gene.
- Sanger sequencing, the current standard, has limitations in detecting minor resistance variants.
- Next-generation sequencing (NGS) offers enhanced sensitivity for detecting low-frequency variants, enabling earlier intervention.
Purpose of the Study:
- To develop and validate a comprehensive NGS protocol and analysis pipeline for HIV-1 drug resistance testing.
- To simplify the implementation of NGS in clinical laboratories by addressing assay design and data analysis challenges.
- To compare the performance of the developed NGS assay against established Sanger sequencing methods.
Main Methods:
- Development of an end-to-end NGS protocol using AmpliSeq multiplex PCR and Ion Torrent S5 XL sequencing.
- Integration of Stanford's HIVdb resistance algorithm into a Torrent Suite software plugin for automated analysis.
- Validation using archived samples, comparing NGS results with ViroSeq Sanger sequencing data.
Main Results:
- The NGS assay demonstrated high sensitivity (98.2%) and specificity (99.0%) with an optimal variant frequency threshold of 10%.
- 91% of drug resistance mutations were detected by both NGS and Sanger sequencing, with NGS identifying additional variants.
- The assay showed high reproducibility, no cross-reactivity with other viruses, and a limit of detection of 500 copies/mL.
Conclusions:
- The developed NGS assay provides a sensitive, specific, and reproducible method for HIV-1 drug resistance testing.
- The integrated analysis pipeline simplifies implementation in clinical settings, requiring no additional bioinformatics infrastructure.
- This approach facilitates earlier detection of resistance and informed modification of HIV-1 antiretroviral therapy.

