![]() Therefore, algorithms that can infer full-length immune receptor repertoires can facilitate better receptor–antigen interaction modeling. 14), and four out of nine positions contributing most to 4A8 antibody binding to the SARS-CoV-2 spike protein are in CDR1 and CDR2 (ref. For example, five out of six mutations predicted in a recent study to influence antibody affinity in the acidic tumor environment are located in CDR1 and CDR2 (ref. These methods focus on reconstruction of complementary-determining region 3 (CDR3), with limited ability to assemble full-length V(D)J receptor sequences, although CDR1 and CDR2 on the V sequence still contribute considerably to antigen recognition and binding. Recent years have also seen other computational methods introduced for immune repertoire construction from RNA-seq data, including V’DJer 10, MiXCR 11, CATT 12 and ImRep 13. Although less sensitive than TCR-seq and BCR-seq, TRUST is able to identify the abundantly expressed and potentially more clonally expanded TCRs/BCRs in the RNA-seq data that are more likely to be involved in antigen binding 9. When applied to The Cancer Genome Atlas (TCGA) tumor RNA-seq data, TRUST revealed profound biological insights into the repertoires of tumor-infiltrating T cells 6 and B cells 8, as well as their associated tumor immunity. Previously we developed the TRUST algorithm 6, 7, 8, utilized to de novo assemble immune receptor repertories directly from tissue or blood RNA-seq data. However, because repertoire sequences from V(D)J recombination and SHM are different from the germline, they are often eliminated in the read-mapping step. Alternatively, RNA-seq data contain expressed TCR and BCR sequences in tissues or peripheral blood mononuclear cells (PBMC). Repertoire sequencing has been increasingly adopted in infectious disease 1, allergy 2, autoimmune 3, tumor immuology 4 and cancer immunotherapy 5 studies, but it is an expensive assay and consumes valuable tissue samples. Following antigen recognition, BCRs also undergo somatic hypermutations (SHMs) to further improve antigen-binding affinity. ![]() Together these studies further our understanding of the relationship between immune repertoire diversity and immune function.Both T and B cells can generate diverse receptor (TCR and BCR, respectively) repertoires, through somatic V(D)J recombination, to recognize various external antigens or tumor neoantigens. ![]() Lastly, I explore the hypothesis that chronic cytomegalovirus infection in the elderly compromises immune function by reducing CD8+ T cell repertoire diversity. To study the diversity of the T cell repertoire in response to an acute infection, I combine live-attenuated yellow fever virus vaccination and T cell repertoire sequencing to identify and track vaccine responsive clones longitudinally. I also present two studies exploring the diversity of the T cell repertoire in acute and chronic viral infections. In this work, I present a database of B cell receptor sequences that unites experimental and computational techniques to accurately estimate the richness of the naïve and memory B cell repertoires. As a result, the diversity of B and T cell receptors in the body determine an individual's ability to respond to new and previously seen antigens. The combination of different (Variable, Diversity and Joining) gene segments, insertion and deletion of non-templated nucleotides at the junctions between segments and pairing of heavy and light chains control the specificity of recognition. The vast majority of B and T cell clones possess a single unique heterodimeric receptor with a highly diverse binding domain generated through ordered somatic gene rearrangements known as V(D)J recombination. Immunoglobulin and T cell receptors enable the immune system to recognize an enormous set of exogenous and endogenous antigens. B and T lymphocytes are the cellular effectors of the adaptive immune system and perform the learning and recall functions that are the basis of immunological memory.
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