The αβTCR repertoire at scale in the immgenT dataset
Croze, M.; Yang, L.; Candeias, S.; Magill, I.; Casey, O.; Piekarsa, V.; Vijaykumar, B.; Giudicelli, V.; Kossida, S.; Zemmour, D.; Benoist, C.; Project, i.
Show abstract
The immensity of the T cell receptor (TCR) repertoire, shaped by combinatorial diversity, imprecise rearrangements, and clonal selection, makes it difficult to comprehend. The immgenT Project generated single-cell RNA and TCRseq to map paired {beta}TCR repertoires across 734 mouse T cell samples from diverse tissues, lineages and challenge conditions. Compositional analysis uncovered some extreme junctional architectures. Previously unreported recurrent recombinations suggested non-randomness in VDJ joining, broadening the precedent of quasi-invariant iNKT and MAIT TCRs. These, with public clonotypes linked to self or environmental factors, contribute to a highly skewed distribution of clonotype frequencies. Tissue analyses reveal compartmentalized and tissue-specific clonal expansions. Unproductive rearrangements of one V gene appeared to suppress the rearrangements of the same V gene on the second chromosome, suggesting that unproductive TCR transcripts may act as regulatory lncRNAs. This organism-wide look into the TCR repertoire offers novel insights on the evolutionary and immunological pressures on repertoire selection.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- APMAT analysis reveals the association between CD8 T cell receptors, cognate antigen, and T cell phenotype and persistence 97%
- CD4+ T cells display a spectrum of recall dynamics during re-infection with malaria parasites. 96%
- LAG-3 blockade reactivates the CD8+ T cell expansion program to re-expand contracted clones in the tumor 96%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Single-cell immune profiling reveals novel thymus-seeding populations, T cell commitment, and multi-lineage development in the human thymus 97%
- Quality of vaccination-induced T cell responses is conveyed by polyclonality and high, but not maximum, antigen receptor avidity 96%
- Redefining CD4 T cell residency: Helper T cells orchestrate protective humoral immunity in the lung 96%
Similar papers in this journal
- Ligand-induced segregation from large cell-surface phosphatases is a critical step in γδ TCR triggering 96%
- Distinct mutational processes shape selection of MHC class I and class II mutations across primary and metastatic tumors 95%
- Integrating Natural and Engineered Genetic Variation to Decode Regulatory Influence on Blood Traits 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.