ArticlePLoS computational biology2012
Estimating the fitness cost of escape from HLA presentation in HIV-1 protease and reverse transcriptase.
Article in PLoS computational biology, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 12 citations in OpenAlex.
- Predicting the evolutionary and structural compensation in Tat ARM region across HIV-1 groups using machine learning approach.Scientific reports · 2026Article
- Minimum epistasis interpolation for sequence-function relationships.Nature communications · 2020Article
- APOBEC3G Regulation of the Evolutionary Race Between Adaptive Immunity and Viral Immune Escape Is Deeply Imprinted in the HIV Genome.Frontiers in immunology · 2018Article
- Article
- Impaired human immunodeficiency virus type 1 replicative fitness in atypical viremic non-progressor individuals.AIDS research and therapy · 2017Article
- The route of HIV escape from immune response targeting multiple sites is determined by the cost-benefit tradeoff of escape mutations.PLoS computational biology · 2014Article
- Is HIV short-sighted? Insights from a multistrain nested model.Evolution; international journal of organic evolution · 2013Article
- Can non-lytic CD8+ T cells drive HIV-1 escape?PLoS pathogens · 2013Article
- Correlates of protective cellular immunity revealed by analysis of population-level immune escape pathways in HIV-1.Journal of virology · 2012Article
Corrections and comments
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Authors and funding
9 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Human immunodeficiency virus (HIV-1) is, like most pathogens, under selective pressure to escape the immune system of its host. In particular, HIV-1 can avoid recognition by cytotoxic T lymphocytes (CTLs) by altering the binding affinity of viral peptides to human leukocyte antigen (HLA) molecules, the role of which is to present those peptides to the immune system. It is generally assumed that HLA escape mutations carry a replicative fitness cost, but these costs have not been quantified. In this study, we assess the replicative cost of mutations which are likely to escape presentation by HLA molecules in the region of HIV-1 protease and reverse transcriptase. Specifically, we combine computational approaches for prediction of in vitro replicative fitness and peptide binding affinity to HLA molecules. We find that mutations which impair binding to HLA-A molecules tend to have lower in vitro replicative fitness than mutations which do not impair binding to HLA-A molecules, suggesting that HLA-A escape mutations carry higher fitness costs than non-escape mutations. We argue that the association between fitness and HLA-A binding impairment is probably due to an intrinsic cost of escape from HLA-A molecules, and these costs are particularly strong for HLA-A alleles associated with efficient virus control. Counter-intuitively, we do not observe a significant effect in the case of HLA-B, but, as discussed, this does not argue against the relevance of HLA-B in virus control. Overall, this article points to the intriguing possibility that HLA-A molecules preferentially target more conserved regions of HIV-1, emphasizing the importance of HLA-A genes in the evolution of HIV-1 and RNA viruses in general.
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