Clinical and molecular correlates of CD39+ CD8 T cells in patients with lung cancer
Chow, A.; Uddin, F. Z.; Mangarin, L.; Rizvi, H.; Dobrin, A.; Tischfield, S. E.; Quintanal-Villalonga, A.; Chan, J. M.; Shah, N. S.; Allaj, V.; Manoj, P.; Mattar, M.; Meneses, M.; Liu, M.; Landau, R.; Ward, M.; Kulick, A.; Kwong, C.; Wierzbicki, M.; Yavner, J.; Chavan, S.; Farillas, A.; Holland, A.; Sridhar, H.; Ciampricotti, M.; Hirschhorn-Cymerman, D.; Richards, A.; Donoghue, M. T. A.; Heller, G.; Klebanoff, C. A.; Hellmann, M. D.; de Stanchina, E.; Sen, T.; Wolchok, J. D.; Merghoub, T.; Rudin, C. M.
Show abstract
The repertoire of tumor-infiltrating lymphocytes (TILs) can be vast, and many of these TILs are not endowed with tumor reactivity. While a number of reports have shown that tumor-reactive TILs express CD39, few reports have demonstrated that conversely, CD39 can be leveraged to serve as a proxy of tumor-reactive CD8 T cells. Using single-cell CITE/RNA/TCRseq, we show that CD39+ CD8 T cells in human lung cancers demonstrate transcriptional and proteomic features of exhaustion, tumor reactivity, and clonal expansion. Moreover, TCR cloning revealed that CD39 enriched for tumor-reactive CD8 T cell clones. Flow cytometry of 440 lung cancer specimens revealed that CD39 level on CD8 T cells is only weakly correlated with tumoral features that currently guide lung cancer therapy, such as histology, driver mutation, PD-L1 and tumor mutation burden. PD-1 axis blockade, but not cytotoxic chemotherapy, increased intratumoral CD39+ CD8 T cells. CD39 correlated with PD-1 expression on CD8 T cells and high pre-treatment/early-on-treatment levels were associated with improved clinical outcomes, but not immune-related adverse events, from immune checkpoint blockade therapy. This comprehensive profiling of the clinical, pathological and molecular features highlights the utility of CD39 as a proxy for tumor-reactive CD8 T cells in human lung cancer.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Spatial colocalization and combined survival benefit of natural killer and CD8 T cells despite profound MHC class I loss in non-small cell lung cancer 97%
- KLRG1 marks tumor-infiltrating CD4 T cell subsets associated with tumor progression and immunotherapy response 96%
- MEK1/2 inhibition transiently alters the tumor immune microenvironment to enhance immunotherapy efficacy against head and neck cancer 96%
Similar papers in this journal
- A reservoir of stem-like CD8 T cells in the tumor-draining lymph node maintains the ongoing anti-tumor immune response 96%
- Tumor Neoantigenicity Assessment with CSiN Score Incorporates Clonality and Immunogenicity to Predict Immunotherapy Outcomes 95%
- Single-Cell Multiomics Defines Tolerogenic Extrathymic Aire-Expressing Populations with Unique Homology to Thymic Epithelium 93%
Similar papers in this journal
- Therapeutic KRASG12C inhibition drives effective interferon-mediated anti-tumour immunity in immunogenic lung cancers 96%
- Integrating Single-Cell Biophysical and Transcriptomic Features to Resolve Functional Heterogeneity in Mantle Cell Lymphoma 95%
- TET2 regulates early and late transitions in exhausted CD8+ T-cell differentiation and limits CAR T-cell function 95%
Similar papers in this journal
- Targeting macrophages with CAR-T cells delays solid tumor progression and enhances anti-tumor immunity 96%
- Microenvironmental correlates of immune checkpoint inhibitor response in human melanoma brain metastases revealed by T cell receptor and single-cell RNA sequencing 95%
- DUSP11 is an intracellular innate immune checkpoint in lung adenocarcinoma 95%
Similar papers in this journal
- IL-15 synergizes with CD40 agonist antibodies to induce durable immunity against bladder cancer 95%
- Circulating immune cell phenotype dynamics reflect the strength of tumor-immune cell interactions in patients during immunotherapy 95%
- T Lymphocyte-Specific Deletion of SHP1 and SHP2 Promotes Activation-Induced Cell Death of CD4+ T Cells and Impairs Antitumor Response 94%
"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.