Dynamics of peripheral T cell clones during PD-1 blockade in non-small cell lung cancer

Cancer Immunol Immunother. 2020 Dec;69(12):2599-2611. doi: 10.1007/s00262-020-02642-4. Epub 2020 Jun 26.

Abstract

Understanding of the functional states and clonal dynamics of T cells after immune checkpoint blockade (ICB) is valuable for improving these therapeutic strategies. Here we performed Smart-seq2 single-cell RNA sequencing (scRNA-seq) analysis on 3,110 peripheral T cells of non-small cell lung cancer (NSCLC) patients before and after the initiation of programmed cell death protein 1 (PD-1) blockade. We identified individual peripheral T cell clones based on the full-length T cell receptor (TCR) sequences and monitored their dynamics during immunotherapy. We found a higher cytotoxic activity in the tumor-related CD4+ T cell clones than in the CD8+ T cell clones. Based on a large tumor-related CD4+ T cell clone, we observed a dramatically decreased abundance after progression, as well as a reduction in the percentage of PD-1+ T cells. We also detected 25 genes, such as CXCR4, DUSP2 and ZFP36, that were noticeably upregulated or downregulated following progression. In addition, the pseudotime trajectory of CD8+ T cell clones corresponded to the treatment time points, showing a decreased activity in the "cytokine and cytokine receptor interaction" pathway. These analyses provided an insight into the dynamics of peripheral T cell clones during PD-1 blockade in NSCLC.

Keywords: Cancer immunotherapy; Non-small cell lung cancer; PD-1; Single cell sequencing.

MeSH terms

  • Aged
  • Antineoplastic Agents, Immunological / pharmacology
  • Antineoplastic Agents, Immunological / therapeutic use*
  • CD4-Positive T-Lymphocytes / drug effects
  • CD4-Positive T-Lymphocytes / immunology
  • CD4-Positive T-Lymphocytes / metabolism
  • CD8-Positive T-Lymphocytes / drug effects
  • CD8-Positive T-Lymphocytes / immunology
  • CD8-Positive T-Lymphocytes / metabolism
  • Carcinoma, Non-Small-Cell Lung / blood
  • Carcinoma, Non-Small-Cell Lung / diagnosis
  • Carcinoma, Non-Small-Cell Lung / drug therapy*
  • Carcinoma, Non-Small-Cell Lung / immunology
  • Clinical Trials, Phase III as Topic
  • Disease Progression
  • Female
  • Gene Expression Regulation, Neoplastic / drug effects
  • Humans
  • Lung / diagnostic imaging
  • Lung / pathology
  • Lung Neoplasms / blood
  • Lung Neoplasms / diagnosis
  • Lung Neoplasms / drug therapy*
  • Lung Neoplasms / immunology
  • Male
  • Middle Aged
  • Multicenter Studies as Topic
  • Nivolumab / pharmacology
  • Nivolumab / therapeutic use
  • Programmed Cell Death 1 Receptor / antagonists & inhibitors*
  • Programmed Cell Death 1 Receptor / immunology
  • Programmed Cell Death 1 Receptor / metabolism
  • RNA-Seq
  • Randomized Controlled Trials as Topic
  • Receptors, Antigen, T-Cell / genetics
  • Receptors, Antigen, T-Cell / metabolism
  • Single-Cell Analysis
  • T-Lymphocyte Subsets / drug effects*
  • T-Lymphocyte Subsets / immunology
  • T-Lymphocyte Subsets / metabolism

Substances

  • Antineoplastic Agents, Immunological
  • PDCD1 protein, human
  • Programmed Cell Death 1 Receptor
  • Receptors, Antigen, T-Cell
  • Nivolumab