Comparison of Different HIV-1 Resistance Interpretation Tools for Next-Generation Sequencing in Italy

Viruses. 2024 Sep 6;16(9):1422. doi: 10.3390/v16091422.

Abstract

Background: Next-generation sequencing (NGS) is gradually replacing Sanger sequencing for HIV genotypic drug resistance testing (GRT). This work evaluated the concordance among different NGS-GRT interpretation tools in a real-life setting.

Methods: Routine NGS-GRT data were generated from viral RNA at 11 Italian laboratories with the AD4SEQ HIV-1 Solution v2 commercial kit. NGS results were interpreted by the SmartVir system provided by the kit and by two online tools (HyDRA Web and Stanford HIVdb). NGS-GRT was considered valid when the coverage was >100 reads (100×) at each PR/RT/IN resistance-associated position listed in the HIVdb 9.5.1 algorithm.

Results: Among 629 NGS-GRT, 75.2%, 74.2%, and 70.9% were valid according to SmartVir, HyDRA Web, and HIVdb. Considering at least two interpretation tools, 463 (73.6%) NGS-GRT had a valid coverage for resistance analyses. The proportion of valid samples was affected by viremia <10,000-1000 copies/mL and non-B subtypes. Mutations at an NGS frequency >10% showed fair concordance among different interpretation tools.

Conclusion: This Italian survey on NGS resistance testing suggests that viremia levels and HIV subtype affect NGS-GRT coverage. Within the current routine method for NGS-GRT, only mutations with frequency >10% seem reliably detected across different interpretation tools.

Keywords: HIV drug resistance; HIV-1 subtype; bioinformatic interpretation tools; minority variants; next-generation sequencing; viremia.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Anti-HIV Agents / pharmacology
  • Anti-HIV Agents / therapeutic use
  • Drug Resistance, Viral* / genetics
  • Genotype
  • HIV Infections* / virology
  • HIV-1* / drug effects
  • HIV-1* / genetics
  • High-Throughput Nucleotide Sequencing* / methods
  • Humans
  • Italy
  • Mutation
  • RNA, Viral / genetics

Substances

  • RNA, Viral
  • Anti-HIV Agents