Single-Cell Transcriptomic Landscape Deciphers Intratumoral Heterogeneity and Subtypes of Acral and Mucosal Melanomas
Yunyan Li, Ziyang Cui, Xiaole Song, Yeqing Chen, Cang Li, Junfeng Shi, Wenkang Qian, Guoxin Ren, Jiang Zhou, Cho Wing Li, Xiaoqing Ma, Yifan Chen, Dongdong Jia, Yongli Zhang, Zhilin Zhang, Ronghao Zhang, Zhaotian Zhang, Yong Chen, Zhi‐Xiang Xu, Wantao Chen, Xiao Miao, Hongmeng Yu, Jianxin Chen, Kai Wang, Colin R. Goding, Zhi Wei, Tao Li, Rutao Cui
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.