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Using viral diversity to identify HIV-1 variants under HLA-dependent selection in a systematic viral genome-wide screen

Abstract

The pathogenesis of HIV-1 infection is governed by a highly dynamic, time-dependent interaction between the host and the viral genome. In this study, we developed a novel systematic approach to assess the host-virus interaction, using average pairwise viral diversity as a proxy for time since infection, and applied this method to nearly whole viral genome sequences (n = 4,464), human leukocyte antigen (HLA) genotyping data (n = 1,044), and viral RNA load (VL) measurements during the untreated chronic phase (n = 829) of Swiss HIV Cohort Study participants. Our systematic genome-wide screen revealed for 98 HLA/viral-variant pairs a signature of immune-driven selection in the form of an HLA-dependent effect of infection time on the presence of HIV amino acid variants. Of these pairs, 12 were found to have an effect on VL. Furthermore, 28/58 pairs were validated by time-to-event analyses and 48/92 by computational HLA-epitope predictions. Our diversity-based approach allows a powerful and systematic investigation of the interaction between the virus and cellular immunity, revealing a notable subset of such interaction effects. From an evolutionary perspective, these observations underscore the complexity of HLA-mediated selection pressures on the virus that shape viral evolution and pathogenesis.

Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:04 Faculty of Medicine > University Hospital Zurich > Clinic for Infectious Diseases
04 Faculty of Medicine > Institute of Medical Virology
Dewey Decimal Classification:610 Medicine & health
Scopus Subject Areas:Life Sciences > Parasitology
Life Sciences > Microbiology
Life Sciences > Immunology
Life Sciences > Molecular Biology
Life Sciences > Genetics
Life Sciences > Virology
Language:English
Date:8 August 2024
Deposited On:04 Sep 2024 07:49
Last Modified:28 Feb 2025 02:36
Publisher:Public Library of Science (PLoS)
ISSN:1553-7366
OA Status:Gold
Free access at:Publisher DOI. An embargo period may apply.
Publisher DOI:https://doi.org/10.1371/journal.ppat.1012385
PubMed ID:39116192
Project Information:
  • Funder: SNSF
  • Grant ID: 201369
  • Project Title: Swiss HIV Cohort Study
  • Funder: FP7
  • Grant ID: 213910
  • Project Title: SITPRO PLUS - Study of the Impacts of the Transport RTD Projects in FP5 and FP6
  • Funder: SHCS research foundation
  • Grant ID:
  • Project Title:
  • Funder: SNSF
  • Grant ID: 155851
  • Project Title: Using transmission networks for assessing and guiding prevention efforts in hiv
  • Funder: Yvonne-Jacob Foundation
  • Grant ID:
  • Project Title:
  • Funder: University of Zurich
  • Grant ID:
  • Project Title:
  • Funder: Collegium Helveticum
  • Grant ID:
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  • Content: Published Version
  • Language: English
  • Licence: Creative Commons: Attribution 4.0 International (CC BY 4.0)

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