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May 9, 2026Journal of Translational Medicine0 citationsOpen Access

Single-cell profiling uncovers a hypoxia-vascular-immune axis underlying poor immunotherapy response in acral versus cutaneous melanoma

QDQian DongYZYiming ZhangFHFuchu He

Key Points

  • The study aims to investigate the factors contributing to poor immunotherapy response in acral melanoma compared to cutaneous melanoma.
  • Integrated multiple single-cell transcriptomic datasets from 31 acral melanoma, 13 cutaneous melanoma, and 35 normal skin samples.
  • Conducted comprehensive bioinformatics analyses including cell type annotation and functional assays such as qPCR and western blot.
  • Validated findings using spatial transcriptomics and bulk RNA-seq datasets.
  • Acral melanoma exhibited a more immunosuppressive tumor microenvironment compared to cutaneous melanoma.
  • High expression of RGS5, a marker for collagen-secreting pericytes enriched in acral melanoma, correlated with poorer immunotherapy response (anti-PD-1 ORR < 20%).
  • Identification of a hypoxia-related NECTIN2-TIGIT axis, which could worsen T cell dysfunction in the context of hypoxia.

Abstract

Acral melanoma (AM), accounting for ~50% of melanomas in Asian populations, exhibits far poorer immunotherapy response (anti-PD-1 ORR < 20%) than cutaneous melanoma (CM, ~43.7%). While the tumor microenvironment (TME) plays a pivotal role in immunotherapy resistance, previous studies mainly focused on immune cells, neglecting stromal components like pericytes—creating a critical knowledge gap in understanding AM’s therapeutic refractoriness. We integrated multiple single-cell transcriptomic datasets from 31 acral melanoma, 13 cutaneous melanoma and 35 normal skin samples. Comprehensive bioinformatics analyses including cell type annotation, differential expression, gene functional enrichment, and cell-cell interaction analysis, were performed to delineate the tumor microenvironment differences between acral and cutaneous melanoma. Key findings were validated using spatial transcriptomics, bulk RNA-seq datasets, and functional assays including qPCR and western blot. AM had a more immunosuppressive TME, enriched in collagen-secreting RGS5+/COL3A1+ pericytes that co-localized with KDR+/PODXL+ endothelial cells, associated with vascular abnormalities and hypoxia. These collagen-secreting RGS5+/COL3A1+ pericytes (enriched in AM) were significantly negatively correlated with the infiltration ratio of CD8+ tumor-infiltrating lymphocytes (TILs); moreover, in immunotherapy cohorts, high expression of the collagen-secreting pericyte marker RGS5 was associated with poorer response to immune checkpoint blockade (ICB) treatment. We also identified a hypoxia-related NECTIN2-TIGIT immunosuppressive axis: hypoxia upregulated NECTIN2 on multiple cells, interacting with TIGIT on T cells to potentially exacerbate dysfunction. This study provides insights into vascular-stromal features associated with immunotherapy resistance in AM, highlighting RGS5+/COL3A1+ pericytes and the NECTIN2-TIGIT axis as targets, and guides development of effective combination immunotherapies for AM.

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Cite This Study

Dong et al. (2026) studied this question.

synapsesocial.com/papers/69fed1f0b9154b0b82879110https://doi.org/10.1186/s12967-026-08201-2
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