Candidate tumor-specific CD8 + T cell subsets identified in the malignant pleural effusion of advanced lung cancer patients by single-cell analysis.
Yusuke SugitaDaisuke MuraokaAyako Demachi-OkamuraHiroyasu KomuroKatsuhiro MasagoEiichi SasakiYasunori FukushimaTakuya MatsuiShuichi ShinoharaYusuke TakahashiReina NishidaChieko TakashimaTeppei YamaguchiYoshitsugu HorioKana HashimotoIchidai TanakaHiroshi HamanaHiroyuki KishiDaiki MiuraYuki TanakaKousuke OnoueKazuhide OnoguchiYoshiko YamashitaRichard StratfordTrevor ClancyRui YamaguchiHiroaki KurodaHironori IshibashiKenichi OkuboHirokazu MatsushitaPublished in: Oncoimmunology (2024)
Isolation of tumor-specific T cells and their antigen receptors (TCRs) from malignant pleural effusions (MPE) may facilitate the development of TCR-transduced adoptive cellular immunotherapy products for advanced lung cancer patients. However, the characteristics and markers of tumor-specific T-cells in MPE are largely undefined. To this end, to establish the phenotypes and antigen specificities of CD8 + T cells, we performed single-cell RNA and TCR sequencing of samples from three advanced lung cancer patients. Dimensionality reduction on a total of 4,983 CD8 + T cells revealed 10 clusters including naïve, memory, and exhausted phenotypes. We focused particularly on exhausted T cell clusters and tested their TCR reactivity against neoantigens predicted from autologous cancer cell lines. Four different TCRs specific for the same neoantigen and one orphan TCR specific for the autologous cell line were identified from one of the patients. Differential gene expression analysis in tumor-specific T cells relative to the other T cells identified CXCL13 , as a candidate gene expressed by tumor-specific T cells. In addition to expressing CXCL13 , tumor-specific T cells were present in a higher proportion of T cells co-expressing PDCD1 (PD-1)/ TNFRSF9 (4-1BB). Furthermore, flow cytometric analyses in advanced lung cancer patients with MPE documented that those with high PD-1/4-1BB expression have a better prognosis in the subset of 57 adenocarcinoma patients ( p = .039). These data suggest that PD-1/4-1BB co-expression might identify tumor-specific CD8 + T cells in MPE, which are associated with patients' prognosis. (233 words).
Keyphrases
- end stage renal disease
- single cell
- ejection fraction
- chronic kidney disease
- newly diagnosed
- peritoneal dialysis
- prognostic factors
- stem cells
- poor prognosis
- squamous cell carcinoma
- machine learning
- mesenchymal stem cells
- growth factor
- dna methylation
- copy number
- cell therapy
- long non coding rna
- bone marrow
- peripheral blood
- dendritic cells
- nucleic acid
- platelet rich plasma