PLoS ONE (Sep 2010)

Amino-acid co-variation in HIV-1 Gag subtype C: HLA-mediated selection pressure and compensatory dynamics.

  • Morgane Rolland,
  • Jonathan M Carlson,
  • Siriphan Manocheewa,
  • J Victor Swain,
  • Erinn Lanxon-Cookson,
  • Wenjie Deng,
  • Christine M Rousseau,
  • Dana N Raugi,
  • Gerald H Learn,
  • Brandon S Maust,
  • Hoosen Coovadia,
  • Thumbi Ndung'u,
  • Philip J R Goulder,
  • Bruce D Walker,
  • Christian Brander,
  • David E Heckerman,
  • James I Mullins

DOI
https://doi.org/10.1371/journal.pone.0012463
Journal volume & issue
Vol. 5, no. 9

Abstract

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Despite high potential for HIV-1 genetic variation, the emergence of some mutations is constrained by fitness costs, and may be associated with compensatory amino acid (AA) co-variation. To characterize the interplay between Cytotoxic T Lymphocyte (CTL)-mediated pressure and HIV-1 evolutionary pathways, we investigated AA co-variation in Gag sequences obtained from 449 South African individuals chronically infected with HIV-1 subtype C.Individuals with CTL responses biased toward Gag presented lower viral loads than individuals with under-represented Gag-specific CTL responses. Using methods that account for founder effects and HLA linkage disequilibrium, we identified 35 AA sites under Human Leukocyte Antigen (HLA)-restricted CTL selection pressure and 534 AA-to-AA interactions. Analysis of two-dimensional distances between co-varying residues revealed local stabilization mechanisms since 40% of associations involved neighboring residues. Key features of our co-variation analysis included sites with a high number of co-varying partners, such as HLA-associated sites, which had on average 55% more connections than other co-varying sites.Clusters of co-varying AA around HLA-associated sites (especially at typically conserved sites) suggested that cooperative interactions act to preserve the local structural stability and protein function when CTL escape mutations occur. These results expose HLA-imprinted HIV-1 polymorphisms and their interlinked mutational paths in Gag that are likely due to opposite selective pressures from host CTL-mediated responses and viral fitness constraints.