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Updated: Jul 8, 2025

Analysis of HBV-Specific CD4 T-cell Responses and Identification of HLA-DR-Restricted CD4 T-Cell Epitopes Based on a Peptide Matrix
Published on: October 20, 2021
Bw4 ligand and direct T-cell receptor binding induced selection on HLA A and B alleles
Reut Levi1, Lee Levi1, Yoram Louzoun1
1Department of Mathematics, Bar-Ilan University, Ramat Gan, Israel.
Introduction:
The HLA region is the hallmark of balancing selection, argued to be driven by the pressure to present a wide variety of viral epitopes. As such selection on the peptide-binding positions has been proposed to drive HLA population genetics. MHC molecules also directly binds to the T-Cell Receptor and killer cell immunoglobulin-like receptors (KIR).
Methods:
We here combine the HLA allele frequencies in over six-million Hematopoietic Stem Cells (HSC) donors with a novel machine-learning-based method to predict allele frequency.
Results:
We show for the first time that allele frequency can be predicted from their sequences. This prediction yields a natural measure for selection. The strongest selection is affecting KIR binding regions, followed by the peptide-binding cleft. The selection from the direct interaction with the KIR and TCR is centered on positively charged residues (mainly Arginine), and some positions in the peptide-binding cleft are not associated with the allele frequency, especially Tyrosine residues.
Discussion:
These results suggest that the balancing selection for peptide presentation is combined with a positive selection for KIR and TCR binding.
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