Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer

Front Immunol. 2021 Jan 22:11:620196. doi: 10.3389/fimmu.2020.620196. eCollection 2020.

Abstract

Objective: This study aimed to characterize the tumor-infiltrating T cells in moderately differentiated colorectal cancer.

Methods: Using single-cell RNA sequencing data of isolated 1632 T cells from tumor tissue and 1252 T cells from the peripheral blood of CRC patients, unsupervised clustering analysis was performed to identify functionally distinct T cell populations, followed by correlations and ligand-receptor interactions across cell types. Finally, differential analysis of the tumor-infiltrating T cells between colon cancer and rectal cancer were carried out.

Results: A total of eight distinct T cell populations were identified from tumor tissue. Tumor-Treg showed a strong correlation with Th17 cells. CD8+TRM was positively correlated with CD8+IEL. Seven distinct T cell populations were identified from peripheral blood. There was a strong correlation between CD4+TN and CD4+blood-TCM. Colon cancer and rectal cancer showed differences in the composition of tumor-infiltrating T cell populations. Tumor-infiltrating CD8+IEL cells were found in rectal cancer but not in colon cancer, while CD8+ TN cells were found in the peripheral blood of colon cancer but not in that of rectal cancer. A larger number of tumor-infiltrating CD8+ Tex (88.94%) cells were found in the colon cancer than in the rectal cancer (11.06%). The T cells of the colon and rectal cancers showed changes in gene expression pattern.

Conclusions: We characterized the T cell populations in the CRC tumor tissue and peripheral blood.

Keywords: colon cancer; immunotherapy; rectal cancer; single-cell RNA sequencing; tumor-infiltrating T cells.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adenocarcinoma / blood
  • Adenocarcinoma / genetics
  • Adenocarcinoma / immunology*
  • Adenocarcinoma / pathology
  • Cell Differentiation
  • Cluster Analysis
  • Colonic Neoplasms / blood
  • Colonic Neoplasms / genetics
  • Colonic Neoplasms / immunology*
  • Colonic Neoplasms / pathology
  • Cytokines / immunology
  • Gene Expression Regulation, Neoplastic
  • Gene Ontology
  • Humans
  • Immune Checkpoint Proteins / immunology
  • Intercellular Signaling Peptides and Proteins / immunology
  • Ligands
  • Lymphocytes, Tumor-Infiltrating / immunology
  • Lymphocytes, Tumor-Infiltrating / pathology*
  • Neoplasm Proteins / biosynthesis
  • Neoplasm Proteins / genetics
  • Organ Specificity
  • Protein Interaction Maps
  • RNA, Neoplasm / analysis
  • Receptors, Antigen, T-Cell / immunology
  • Rectal Neoplasms / blood
  • Rectal Neoplasms / genetics
  • Rectal Neoplasms / immunology*
  • Rectal Neoplasms / pathology
  • Single-Cell Analysis*
  • T-Lymphocyte Subsets / immunology*
  • Tumor Microenvironment

Substances

  • Cytokines
  • Immune Checkpoint Proteins
  • Intercellular Signaling Peptides and Proteins
  • Ligands
  • Neoplasm Proteins
  • RNA, Neoplasm
  • Receptors, Antigen, T-Cell