A Population of Tumor-Infiltrating CD4+ T Cells Co-Expressing CD38 and CD39 Is Associated with Checkpoint Inhibitor Resistance

Clin Cancer Res. 2023 Oct 13;29(20):4242-4255. doi: 10.1158/1078-0432.CCR-23-0653.

Abstract

Purpose: We previously showed that elevated frequencies of peripheral blood CD3+CD4+CD127-GARP-CD38+CD39+ T cells were associated with checkpoint immunotherapy resistance in patients with metastatic melanoma. In the present study, we sought to further investigate this population of ectoenzyme-expressing T cells (Teee).

Experimental design: Teee derived from the peripheral blood of patients with metastatic melanoma were evaluated by bulk RNA-sequencing (RNA-seq) and flow cytometry. The presence of Teee in the tumor microenvironment was assessed using publically available single-cell RNA-seq datasets of melanoma, lung, and bladder cancers along with multispectral immunofluorescent imaging of melanoma patient formalin-fixed, paraffin-embedded specimens. Suppressive function of Teee was determined by an in vitro autologous suppression assay.

Results: Teee had phenotypes associated with proliferation, apoptosis, exhaustion, and high expression of inhibitory molecules. Cells with a Teee gene signature were present in tumors of patients with melanoma, lung, and bladder cancers. CD4+ T cells co-expressing CD38 and CD39 in the tumor microenvironment were preferentially associated with Ki67- CD8+ T cells. Co-culture of patient Teee with autologous T cells resulted in decreased proliferation of target T cells. High baseline intratumoral frequencies of Teee were associated with checkpoint immunotherapy resistance and poor overall survival in patients with metastatic melanoma.

Conclusions: These results demonstrate that a novel population of CD4+ T cells co-expressing CD38 and CD39 is found both in the peripheral blood and tumor of patients with melanoma and is associated with checkpoint immunotherapy resistance.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • CD4-Positive T-Lymphocytes / pathology
  • CD8-Positive T-Lymphocytes / metabolism
  • Coculture Techniques
  • Humans
  • Lymphocytes, Tumor-Infiltrating / metabolism
  • Melanoma* / drug therapy
  • Melanoma* / genetics
  • Melanoma* / metabolism
  • Tumor Microenvironment / genetics
  • Urinary Bladder Neoplasms* / drug therapy
  • Urinary Bladder Neoplasms* / genetics
  • Urinary Bladder Neoplasms* / metabolism

Substances

  • CD38 protein, human
  • ENTPD1 protein, human