The genotypic false positive rate determined by V3 population sequencing can predict the burden of HIV-1 CXCR4-using species detected by pyrosequencing

PLoS One. 2013;8(1):e53603. doi: 10.1371/journal.pone.0053603. Epub 2013 Jan 14.

Abstract

Objective: The false-positive rate (FPR) is a percentage-score provided by Geno2Pheno-algorithm indicating the likelihood that a V3-sequence is falsely predicted as CXCR4-using. We evaluated the correlation between FPR obtained by V3 population-sequencing and the burden of CXCR4-using variants detected by V3 ultra-deep sequencing (UDPS) and Enhanced-Sensitivity Trofile assay (ESTA).

Methods: 54 HIV-1 B-subtype infected-patients (all maraviroc-naïve), with viremia >10,000copies/ml, were analyzed. HIV-tropism was assessed by V3 population-sequencing, UDPS (considering variants with >0.5% prevalence), and ESTA.

Results: By UDPS, CCR5-using variants were detected in 53/54 patients, irrespective of FPR values, and their intra-patient prevalence progressively increased by increasing the FPR obtained by V3 population-sequencing (rho = 0.75, p = 5.0e-8). Conversely, the intra-patient prevalence of CXCR4-using variants in the 54 patients analyzed progressively decreased by increasing the FPR (rho = -0.61; p = 9.3e-6). Indeed, no CXCR4-using variants were detected in 13/13 patients with FPR>60. They were present in 7/18 (38.8%) patients with FPR 20-60 (intra-patient prevalence range: 2.1%-18.4%), in 5/7 (71.4%) with FPR 10-20, in 4/6 (66.7%) with FPR 5-10, and in 10/10(100%) with FPR<5 (intra-patient prevalence range: 12.1%-98.1%).

Conclusions: FPR by V3 population-sequencing can predict the burden of CXCR4-using variants. This information can be used to optimize the management of tropism determination in clinical practice. Due to its low cost and short turnaround time, V3 population-sequencing may represent the most feasible test for HIV-1 tropism determination. More sensitive methodologies (as UDPS) might be useful when V3 population-sequencing provides a FPR >20 (particularly in the range 20-60), allowing a more careful identification of patients harboring CXCR4-using variants.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Base Sequence
  • False Positive Reactions
  • Female
  • Genetic Variation
  • Genotype
  • Genotyping Techniques
  • HIV Envelope Protein gp120 / chemistry*
  • HIV Envelope Protein gp120 / genetics*
  • HIV-1 / genetics*
  • Humans
  • Male
  • Protein Structure, Tertiary
  • Receptors, CXCR4 / metabolism*
  • Sequence Analysis, DNA / methods*
  • Temperature
  • Viral Load / genetics*

Substances

  • HIV Envelope Protein gp120
  • Receptors, CXCR4

Grants and funding

This work was supported by grants from CHAIN, Collaborative HIV and Anti-HIV Drug Resistance Network, Integrated Project no.223131, funded by the European Commission Framework 7 Program, the Italian National Institute of Health (Programma Nazionale AIDS - 40H41), the Ministry of University and Scientific Research, Current and Finalized Research of the Italian Ministry of Health, and AVIRALIA Foundation. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.