William S DeWitt III, Anajane Smith ... Philip Bradley
An analysis of T cell receptor occurrence patterns that accounts for MHC restriction reveals striking imprints of common viral pathogens and patterns of TCR-HLA sequence covariation in a large human cohort.
Thi Mong Quynh Pham, Thanh Nhan Nguyen ... Le Son Tran
The integration of pHLA binding and pHLA-TCR analysis effectively improves the precision of insilico neoantigen prioritization, potentially enhancing personalized immunotherapies for colorectal cancer.
A new perception of the organization of T-cell receptor repertoires in mice and humans, based on high-throughput sequencing and CDR3 sequence similarity, indicates hubs of cross-species public sequences forming evolutionary conserved 'foci of attention' of T cell immunity.
Kristian Davidsen, Branden J Olson ... Frederick A Matsen IV
Deep learning improves estimation of T cell receptor cohort frequencies and learns the rules of VDJ recombination, potentially making it helpful for vaccine design.
Koshlan Mayer-Blackwell, Stefan Schattgen ... Andrew Fiore-Gartland
Distance-based TCR analysis enables grouping of biochemically similar clonotypes into meta-clonotypes that have increased publicity, and therefore statistical power, for population-level detection of antigen-specific T cells in infection and vaccination.
Sequence signatures can be used to discriminate between selected and non-selected immune repertoires at different stages only at the collective population level but not at the level of single cells.
High-throughput sequencing of the memory T cell receptor repertoire and machine learning can predict robust antibody and CD4 T cell response to de novo hepatitis B vaccine.