Coupled scRNA-Seq and Intracellular Protein Activity Reveal an Immunosuppressive Role of TREM2 in Cancer

Cell. 2020 Aug 20;182(4):872-885.e19. doi: 10.1016/j.cell.2020.06.032. Epub 2020 Aug 11.

Abstract

Cell function and activity are regulated through integration of signaling, epigenetic, transcriptional, and metabolic pathways. Here, we introduce INs-seq, an integrated technology for massively parallel recording of single-cell RNA sequencing (scRNA-seq) and intracellular protein activity. We demonstrate the broad utility of INs-seq for discovering new immune subsets by profiling different intracellular signatures of immune signaling, transcription factor combinations, and metabolic activity. Comprehensive mapping of Arginase 1-expressing cells within tumor models, a metabolic immune signature of suppressive activity, discovers novel Arg1+ Trem2+ regulatory myeloid (Mreg) cells and identifies markers, metabolic activity, and pathways associated with these cells. Genetic ablation of Trem2 in mice inhibits accumulation of intra-tumoral Mreg cells, leading to a marked decrease in dysfunctional CD8+ T cells and reduced tumor growth. This study establishes INs-seq as a broadly applicable technology for elucidating integrated transcriptional and intra-cellular maps and identifies the molecular signature of myeloid suppressive cells in tumors.

Keywords: MDSC; Trem2; cancer immunology; fixation; immunotherapy; intracellular staining; myeloid suppressive cells; scRNA-seq; single cell genomics; tumor microenvironment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Arginase / genetics
  • Arginase / metabolism
  • CD8-Positive T-Lymphocytes / cytology
  • CD8-Positive T-Lymphocytes / immunology
  • CD8-Positive T-Lymphocytes / metabolism
  • Dendritic Cells / cytology
  • Dendritic Cells / drug effects
  • Dendritic Cells / metabolism
  • Female
  • Gene Expression Regulation
  • Humans
  • Leukocytes, Mononuclear / cytology
  • Leukocytes, Mononuclear / metabolism
  • Lipopolysaccharides / pharmacology
  • Membrane Glycoproteins / genetics
  • Membrane Glycoproteins / metabolism*
  • Mice
  • Mice, Inbred C57BL
  • Neoplasms / immunology
  • Neoplasms / metabolism
  • Neoplasms / pathology*
  • RNA, Small Cytoplasmic / chemistry*
  • RNA, Small Cytoplasmic / metabolism
  • Receptors, Immunologic / genetics
  • Receptors, Immunologic / metabolism*
  • Sequence Analysis, RNA
  • Single-Cell Analysis
  • Transcription Factors / metabolism
  • Tumor Microenvironment
  • Tumor Necrosis Factor-alpha / metabolism
  • p38 Mitogen-Activated Protein Kinases

Substances

  • Lipopolysaccharides
  • Membrane Glycoproteins
  • RNA, Small Cytoplasmic
  • Receptors, Immunologic
  • Transcription Factors
  • Trem2 protein, mouse
  • Tumor Necrosis Factor-alpha
  • p38 Mitogen-Activated Protein Kinases
  • Arginase