Large-scale statistical mapping of T-cell receptor β sequences to Human Leukocyte Antigens

Abstract

Interactions between diverse sets of T-cell receptors (TCRs) and peptides presented by human leukocyte antigens (HLAs) are the foundation of the adaptive immune system but population-level analysis of TCR-HLA interactions is lacking. Here we use the TCRβ repertoire of 4, 144 HLA-genotyped subjects to associate ∼10⁶ public TCRs (i.e., TCRs observed in multiple subjects) with specific HLAs, providing a new window into the functional characteristics of HLAs. We find that the vast majority of these HLA-associated public TCRs are specific to unique HLA allotypes, not allelic groups, and to the paired α-β heterodimer of class II HLAs though we observe some exceptions and also that the breadth of the TCR response is proportional to HLA zygosity. Identification of public HLA-specific TCRs permits highly accurate imputation of 248 class I and II HLAs from the TCRβ repertoire alone. Notably, 45 HLA-DP and -DQ heterodimers cannot be imputed due to a lack of associated TCRs, despite high representation in our training set. Gene linkage analysis indicates these heterodimers primarily arise from trans-complementation resulting in non-functional α-β pairs. Cell sorting, clonal expansion, and comparisons between SARS-CoV-2-exposed and -naive populations suggest that public class I and class II HLA-associated TCRs we identify are primarily expressed on CD8⁺ and CD4⁺ memory T cells, respectively, which are responding to a mix of common antigens. Our results recapitulate fundamental immunology, provide critical new insights into the functionality of HLAs, and demonstrate the power and potential of population-level TCR repertoire sequencing.