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Updated: May 9, 2026

Microfluidic Co-Culture Models for Dissecting the Immune Response in in vitro Tumor Microenvironments
Published on: April 30, 2021
Single-cell profiling uncovers a hypoxia-vascular-immune axis underlying poor immunotherapy response in acral versus
Qian Dong1, Yiming Zhang1, Fuchu He1,2,3
1State Key Laboratory of Medical Proteomics, National Center for Protein Sciences (Beijing), Research Unit of Proteomics Driven Cancer Precision Medicine (Chinese Academy of Medical Sciences), Beijing, 102206, China.
Background:
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.
Methods:
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.
Results:
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.
Conclusions:
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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