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In silico analysis compares HIV-1 ENV CD8+ T cell epitopes restricted by HLA alleles A*01:01 and B*07:02 against bNAb targets.

In silico analysis compares HIV-1 ENV CD8+ T cell epitopes restricted by HLA alleles A*01:01 and B*0…
Photo by National Cancer Institute / Unsplash
Key Takeaway
Note that in silico analysis suggests B*07:02 targets more bNAb sites than A*01:01; clinical validation is needed.

This in silico analysis and literature review examined 1820 HIV-1 ENV peptides overlapping HIV-1 clades A and D. The study compared CD8+ T cell epitopes restricted by HLA class I alleles A*01:01 and B*07:02 against bNAbs epitopes reported to date. No significant differences were noted in affinity or off-rate between the alleles. Regarding location, A*01:01 epitopes were found in constant ENV regions at a 3:1 ratio, whereas B*07:02 showed a 2:1 ratio.

The analysis revealed that A*01:01 bound to 20 peptides, while B*07:02 bound to 64 peptides. Overlap with known bNAb target sites was observed in 7 of 20 (35%) A*01:01 epitopes and 11 of 64 (17%) B*07:02 epitopes. All CD8+ T cell epitopes overlapped with CD4-binding site clusters, and all were bNAb targets. Furthermore, all A*01:01 T cell epitopes overlapping bNAb epitopes were located within conserved ENV regions. All but one of these involved glycan-dependent bNAb binding.

Safety data, including adverse events and tolerability, were not reported as this was a computational review. A key limitation is that this represents one of the first attempts to reconcile cellular and humoral immunity targets in the context of differing HIV infection outcomes. The study is an in silico analysis and literature review comparing epitopes, not a clinical trial or observational study of patients. Consequently, these data should be interpreted with caution regarding direct clinical application.

Study Details

Study typeGuideline
EvidenceLevel 5
PublishedApr 2026
View Original Abstract ↓
The HIV vaccine field has swung between humoral-based to cell-mediated approaches; however the consensus has evolved toward the understanding that an induction of both may be important for optimal protection. HLA class I molecules present viral epitopes to initiate CD8+ T cell responses to HIV-infected cells while broadly neutralizing antibodies (bNAbs) primarily target free virions. In this study, we systematically compared HIV-1 ENV CD8+ T cell epitopes restricted by two HLA class I alleles associated with divergent HIV-1 infection outcomes with bNAb epitopes reported to date in the literature. To our knowledge, this represents one of the first attempts of examining and reconciling the targets of cellular and humoral immunity in the context of differing HIV infection outcomes. Among 1820 peptides overlapping HIV-1 clades A and D ENV, A*01:01 (associated with slower HIV-1 acquisition) bound to 20, while B*07:02 (associated with susceptibility) bound to 64. No significant differences in affinity or off-rate were noted between A*01:01 and B*07:02 epitopes, and a higher proportion of A*01:01 epitopes are located within constant ENV regions than B*07:02 epitopes (C:V ratio 3:1 versus 2:1, respectively). Of the epitopes and variants discovered in this study, 7 of 20 (35%) A*01:01 and 11 of 64 (17%) B*07:02 binders overlapped with known bNAb target sites. All CD8+ T cell epitopes overlapping CD4-binding site clusters were also bNAbs targets. Notably, all A*01:01 T cell epitopes overlapping bNAb epitopes were within conserved ENV regions, and all but one involved glycan-dependent bNAb binding. The epitope landscape analysis therefore showed the allele associated with slower HIV-1 infection rates presents a narrower repertoire of ENV CD8+ T cell epitopes, that preferentially overlaps bNAb target sites, consistent with coordinated immune targeting between cellular and humoral arms of immunity.
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