Deep sequencing to infer HIV-1 co-receptor usage: application to three clinical trials of maraviroc in treatment-experienced patients

J Infect Dis. 2011 Jan 15;203(2):237-45. doi: 10.1093/infdis/jiq030.

Abstract

Background: The Maraviroc versus Optimized Therapy in Viremic Antiretroviral Treatment-Experienced Patients (MOTIVATE) studies compared maraviroc versus placebo in treatment-experienced patients with CCR5-using (R5) human immunodeficiency virus type 1 (HIV-1), screened using the original Trofile assay. A subset with non-R5 HIV infection entered the A4001029 trial. We retrospectively examined the performance of a genotypic tropism assay based on deep sequencing of the HIV env V3 loop in predicting virologic response to maraviroc in these trials.

Methods: V3 amplicons were prepared from 1827 screening plasma samples and sequenced on a Roche/454 GS-FLX to a depth of >3000 sequences/sample. Samples were considered non-R5 if ≥2% of their viral population scored greater than or equal to -4.75 or ≤3.5 using the PSSM(x4/R5) or geno2pheno algorithms, respectively.

Results: Deep sequencing identified more than twice as many maraviroc recipients as having non-R5 HIV, compared with the original Trofile. With use of genotyping, we determined that 49% of maraviroc recipients with R5 HIV at screening had a week 48 viral load <50 copies/mL versus 26% of recipients with non-R5. Corresponding percentages were 46% and 23% with screening by Trofile. In cases in which screening assays differed, median week 8 log₁₀ copies/mL viral load decrease favored 454. Other parameters predicted by genotyping included likelihood of changing to non-R5 tropism.

Conclusions: This large study establishes deep V3 sequencing as a promising tool for identifying treatment-experienced individuals who could benefit from CCR5-antagonist-containing regimens.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Anti-HIV Agents / pharmacology*
  • Clinical Trials as Topic
  • Cyclohexanes / pharmacology*
  • Genotype
  • HIV Infections / virology*
  • HIV-1 / drug effects
  • HIV-1 / genetics
  • HIV-1 / physiology*
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Maraviroc
  • RNA, Viral / genetics
  • Receptors, CCR5 / metabolism
  • Receptors, HIV / metabolism*
  • Retrospective Studies
  • Triazoles / pharmacology*
  • Viral Tropism*
  • Virology / methods*
  • Virus Attachment
  • env Gene Products, Human Immunodeficiency Virus / genetics
  • env Gene Products, Human Immunodeficiency Virus / metabolism

Substances

  • Anti-HIV Agents
  • Cyclohexanes
  • RNA, Viral
  • Receptors, CCR5
  • Receptors, HIV
  • Triazoles
  • env Gene Products, Human Immunodeficiency Virus
  • Maraviroc