Journal of Translational Medicine · 2011 · 155 citations · 56 references
Life SciencesImmunologyInfectious DiseasesAdaptive ImmunityVaccinologyVirologyAdaptive Immune ResponsesAntiviral ImmunityCell-mediated ImmunityHiv Vaccine DevelopmentHuman Leukocyte Antigen SystemProtective ImmunityAdaptive Immune Responses To Viral InfectionAntigen-specific T Cell ResponsesAntiviral T Cell ResponsesCellular Immune Response To VirusesHla Class I MoleculesHla Class I RestrictionT-cell Immune ResponsesVaccine Immunogen Design
BACKGROUND: The efficacy of the CTL component of a future HIV-1 vaccine will depend on the induction of responses with the most potent antiviral activity and broad HLA class I restriction. However, current HIV vaccine designs are largely based on viral sequence alignments only, not incorporating experimental data on T cell function and specificity. METHODS: Here, 950 untreated HIV-1 clade B or -C infected individuals were tested for responses to sets of 410 overlapping peptides (OLP) spanning the entire HIV-1 proteome. For each OLP, a "protective ratio" (PR) was calculated as the ratio of median viral loads (VL) between OLP non-responders and responders. RESULTS: For both clades, there was a negative relationship between the PR and the entropy of the OLP sequence. There was also a significant additive effect of multiple responses to beneficial OLP. Responses to beneficial OLP were of significantly higher functional avidity than responses to non-beneficial OLP. They also had superior in-vitro antiviral activities and, importantly, were at least as predictive of individuals' viral loads than their HLA class I genotypes. CONCLUSIONS: The data thus identify immunogen sequence candidates for HIV and provide an approach for T cell immunogen design applicable to other viral infections.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Susan Buchbinder, Devan V. Mehrotra, Ann Duerr et al. · The Lancet · 2008 · 1.7K citations · Full text