Mass cytometry and transcriptomic profiling reveal PD1 blockade induced alterations in oral carcinogenesis

Mol Carcinog. 2024 Apr;63(4):563-576. doi: 10.1002/mc.23670. Epub 2023 Dec 12.

Abstract

Oral squamous cell carcinoma is the predominant subtype of head and neck squamous cell carcinoma, characterized by a challenging prognosis. In this study, we established a murine model of oral carcinogenesis using 4-nitroquinoline-1-oxide (4-NQO) induction to investigate the impact of immunotherapy on microenvironmental alterations. Mice in the precancerous condition were randomly divided into two groups: one receiving programmed death-1 (PD1) monoclonal antibody treatment and the other, control immunoglobulin G. Our observations showed that while PD1 blockade effectively delayed the progression of carcinogenesis, it did not completely impede or reverse it. To unravel the underlying reasons for the limited effectiveness of PD1 blockade, we collected tongue lesions and applied mass cytometry (CyTOF) and RNA sequencing (RNA-seq) to characterize the microenvironment. CyTOF analysis revealed an increased macrophage subset (expressing high levels of IFNγ and iNOS) alongside a diminished Th1-like subset (exhibiting low expression of TCF7) and three myeloid-derived suppressor cell subsets (displaying low expression of MHC Class II or IFNγ) following anti-PD1 treatment. Notably, we observed an increased presence of cancer-associated fibroblasts (CAFs) expressing collagen-related genes after PD1 blockade. Furthermore, we found a negative correlation between the infiltration levels of CAFs and CD8+ T cells. These findings were validated in murine tongue tissue slides, and publicly available multi-omics datasets. Our results suggest that CAFs may impair the therapeutic efficacy of PD1 blockade in oral carcinogenesis by the remodeling of the extracellular matrix.

Keywords: cancer-associated fibroblasts; immunotherapy; mass cytometry; microenvironment; oral carcinogenesis.

MeSH terms

  • Animals
  • CD8-Positive T-Lymphocytes
  • Carcinogenesis
  • Carcinoma, Squamous Cell* / pathology
  • Gene Expression Profiling
  • Head and Neck Neoplasms*
  • Mice
  • Mouth Neoplasms* / chemically induced
  • Mouth Neoplasms* / genetics
  • Squamous Cell Carcinoma of Head and Neck
  • Tumor Microenvironment