Single-cell melanoma transcriptomes depicting functional versatility and clinical implications of STIM1 in the tumor microenvironment

Theranostics. 2021 Mar 5;11(11):5092-5106. doi: 10.7150/thno.54134. eCollection 2021.

Abstract

Rationale: Previous studies have implicated the functions of stromal interaction molecule 1 (STIM1) in immunity and malignancy, however, the specificity and effects of STIM1 expression in malignant and non-malignant cells in the tumor microenvironment are unclear. Methods: In the current study, we posed two central questions: (1) does STIM1 expression elicit different cellular programs in cell types within the melanoma tumor microenvironment (2) whether the expression of STIM1 and STIM1-coexpressed genes (SCGs) serve as prognostic indicators of patient's outcomes? To answer these questions, we dissected cell-specific STIM1-associated cellular programs in diverse cell types within the melanoma tumor microenvironment by measuring cell-type specificity of STIM1 expression and SCGs. Results: A distinct set of SCGs was highly affected in malignant melanoma cells, but not in the other cell types, suggesting the existence of malignant-cell-specific cellular programs reflected by STIM1 expression. In contrast to malignant cells, STIM1 expression appeared to trigger universal and non-specific biological functions in non-malignant cell types, as exemplified by the transcriptomes of macrophages and CD4+ T regulatory cells. Results from bioinformatic analyses indicated that SCGs in malignant cells may alter cell-cell interactions through cytokine/chemokine signaling and/or orchestrate immune infiltration into the tumor. Moreover, a prognostic association between SCGs in CD4+ T regulatory cells and patient's outcomes was identified. However, we didn't find any correlation between SCGs and responsiveness of immunotherapy. Conclusions: Overall, our results provide an integrated biological framework for understanding the functional and clinical consequences of cell-specific STIM1 expression in melanoma.

Keywords: immune landscape.; single-cell transcriptomic analysis; stromal interaction molecule 1 (STIM1) melanoma tumor microenvironment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • CD4-Positive T-Lymphocytes / pathology
  • Cell Line, Tumor
  • Cytokines / genetics
  • Gene Expression Regulation, Neoplastic / genetics
  • Humans
  • Melanoma / genetics*
  • Melanoma / pathology
  • Neoplasm Proteins / genetics*
  • Prognosis
  • Signal Transduction / genetics
  • Stromal Interaction Molecule 1 / genetics*
  • T-Lymphocytes, Regulatory / pathology
  • Transcriptome / genetics*
  • Tumor Microenvironment / genetics*

Substances

  • Cytokines
  • Neoplasm Proteins
  • STIM1 protein, human
  • Stromal Interaction Molecule 1