Single-Cell Transcriptomic Landscape Deciphers Intratumoral Heterogeneity and Subtypes of Acral and Mucosal Melanomas

Clin Cancer Res. 2025 Jun 13;31(12):2495-2514. doi: 10.1158/1078-0432.CCR-24-3164.

Abstract

Purpose: To identify the specific intratumoral and microenvironmental heterogeneity of acral melanoma (AM) and mucosal melanoma (MM), we aimed to delineate their distinct cellular compositions, evolutionary trajectories, and subtype-specific therapeutic strategies.

Experimental design: Single-cell transcriptomic and genomic landscapes were analyzed across 42 melanoma (28 AM, 11 MM, and 3 nonacral cutaneous melanoma) samples, supplemented by in vitro and in vivo validation. Tumor and stromal cells were profiled using single-cell RNA sequencing, whole-exome sequencing, and functional assays, including transwell migration, co-culture systems, and xenograft models.

Results: Tumor cells exhibited divergent evolutionary routes, with MM dominated by MGP+/PCOLCE+ subpopulations showing high epithelial-to-mesenchymal transition potential. MM displayed elevated neutrophil infiltration and CXCL3+ tumor-associated macrophages, whereas AM was enriched with PI16+ cancer-associated fibroblasts promoting tumor proliferation. Molecular classification revealed MM subtypes: an antigen-presenting subtype linked to favorable outcomes and a proliferative subtype associated with recurrence. TIGIT+ regulatory T cells were enriched in AM, suggesting targeted inhibition potential. Genomic analysis connected BRAF/NRAS mutations to ALDOA+ stem-like tumor cells and identified prostaglandin D2 synthetase as a therapeutic target in triple-wild-type/melanomas.

Conclusions: Our study provides a comprehensive comparison of AM and MM, uncovering subtype-specific stromal-immune interactions and molecular programs. The findings highlight actionable targets (e.g., TIGIT in AM and CXCL3+ macrophages in MM) and propose a framework for precision therapies, biomarker-driven trials, and risk stratification to improve outcomes in these aggressive melanomas.

MeSH terms

  • Animals
  • Biomarkers, Tumor* / genetics
  • Cell Line, Tumor
  • Exome Sequencing
  • Female
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic
  • Genetic Heterogeneity
  • Humans
  • Male
  • Melanoma* / genetics
  • Melanoma* / pathology
  • Mice
  • Mucous Membrane / pathology
  • Single-Cell Analysis* / methods
  • Skin Neoplasms* / genetics
  • Skin Neoplasms* / pathology
  • Transcriptome*
  • Tumor Microenvironment / genetics
  • Tumor Microenvironment / immunology

Substances

  • Biomarkers, Tumor