Regional and clonal T cell dynamics at single cell resolution in immune checkpoint blockade
Pai, J. A.; Chow, A.; Sauter, J.; Mattar, M.; Rizvi, H.; Woo, H. J.; Shah, N.; Uddin, F.; Quintanal-Villalonga, A.; Chan, J. M.; Manoj, P.; Allaj, V.; Baine, M.; Chaft, J. E.; Plodkowski, A. J.; Won, H.; Wells, D.; Donoghue, M. T. A.; de Stanchina, E.; Sen, T.; Wolchok, J. D.; Houck-Loomis, B.; Merghoub, T.; Rudin, C. M.; Satpathy, A. T.; Hellmann, M. D.
Show abstract
Paired T cell receptor and RNA single cell sequencing (scTCR/RNA-seq) has allowed for enhanced resolution of clonal T cell dynamics in cancer. Here, we report a scTCR/RNA-seq dataset of 162,062 single T cells from 31 tissue regions, including tumor, adjacent normal tissues, and lymph nodes (LN), from three patients who underwent resections for progressing lung cancers after immune checkpoint blockade (ICB). We found marked regional heterogeneity in tumor persistence that was associated with heterogeneity in CD4 and CD8 T cell phenotypes; regions with persistent cancer cells were enriched for follicular helper CD4 T cells (TFH), regulatory T cells (Treg), and exhausted CD8 T cells. Clonal analysis demonstrated that highly-expanded T cell clones were predominantly of the CD8 subtype, were ubiquitously present across all sampled regions, found in the peripheral circulation, and expressed gene signatures of large and dual-expanded clones that have been predictive of response to ICB. Longitudinal tracking of CD8 T cell clones in the peripheral blood revealed that the persistence of ubiquitous CD8 T cell clones, as well as phenotypically distinct clones with tumor-reactive features, correlated with systemic tumor control. Finally, tracking CD8 T cell clones across tissues revealed the presence of TCF-1+ precursor exhausted CD8 T cells in tumor draining LNs that were clonally linked to expanded exhausted CD8 T cells in tumors. Altogether, this comprehensive scTCR/RNA-seq dataset with regional, longitudinal, and clonal resolution provides fundamental insights into the tissue distribution, persistence, and differentiation trajectories of ICB-responsive T cells that underlie clinical responses to ICB.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- LAG-3 blockade reactivates the CD8+ T cell expansion program to re-expand contracted clones in the tumor 96%
- In vivo CRISPR screens reveal Serpinb9 and Adam2 as regulators of immune therapy response in lung cancer 96%
- Time-, tissue- and treatment-associated heterogeneity in tumour-residing migratory DCs 95%
Similar papers in this journal
- Spatial analysis of human lung cancer reveals organized immune hubs enriched for stem-like CD8 T cells and associated with immunotherapy response 96%
- NFAT5 induction by the tumor microenvironment enforces CD8 T cell exhaustion 96%
- Terminal differentiation and persistence of effector regulatory T cells essential for the prevention of intestinal inflammation 95%
Similar papers in this journal
- Lymphocyte networks are dynamic cellular communities in the immunoregulatory landscape of lung adenocarcinoma 96%
- Tumor-Initiating Cells Fine-tune the Plasticity of Neutrophils to Sculpt a Protective Niche 96%
- Genome-wide CRISPR screens of T cell exhaustion identify chromatin remodeling factors that limit T cell persistence 95%
Similar papers in this journal
- Distinct mutational processes shape selection of MHC class I and class II mutations across primary and metastatic tumors 95%
- Cancer-cell-derived cGAMP limits the activity of tumor-associated CD8+ T cells 95%
- Stromal remodeling regulates dendritic cell abundance and activity in the tumor microenvironment 94%
Similar papers in this journal
- Single-cell, Spatially-Resolved TCR Profiling Links T Cell Phenotype and Clonality in Human Tumors 98%
- Distinct CD8+ T Cell Programming in the Tumor Microenvironment Contributes to Sex Bias in Bladder Cancer Outcome 95%
- Fate-mapping lymphocyte clones and their progenies from induced antigen-signals identifies temporospatial behaviours of T cells mediating tolerance 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.