A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma

Nat Commun. 2022 Nov 25;13(1):7250. doi: 10.1038/s41467-022-34877-3.

Abstract

Acral melanoma is a dismal subtype of melanoma occurring in glabrous acral skin, and has a higher incidence in East Asians. We perform single-cell RNA sequencing for 63,394 cells obtained from 5 acral and 3 cutaneous melanoma samples to investigate tumor heterogeneity and immune environment. We define 5 orthogonal functional cell clusters that are involved in TGF-beta signaling, Type I interferon, Wnt signaling, Cell cycle, and Cholesterol efflux signaling. Signatures of enriched TGF-beta, Type I interferon, and cholesterol efflux signaling are significantly associated with good prognosis of melanoma. Compared with cutaneous melanoma, acral melanoma samples have significantly severe immunosuppressive state including depletion of cytotoxic CD8+ T cells, enrichment of Treg cells, and exhausted CD8+ T cells. PD1 and TIM-3 have higher expression in the exhaustive CD8+ T cells of acral melanoma. Key findings are verified in two independent validation sets. This study contributes to our better understanding of acral melanoma.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cholesterol
  • Humans
  • Interferon Type I*
  • Melanoma* / genetics
  • Melanoma* / pathology
  • Melanoma, Cutaneous Malignant
  • Single-Cell Analysis
  • Skin Neoplasms* / genetics
  • Skin Neoplasms* / pathology
  • Transforming Growth Factor beta

Substances

  • Interferon Type I
  • Transforming Growth Factor beta
  • Cholesterol