ORIGINAL RESEARCH article
Front. Immunol.
Sec. Cancer Immunity and Immunotherapy
This article is part of the Research TopicNeural influences on tumor immunity: Exploring neuroimmunology in cancerView all 19 articles
Single-Cell Transcriptomics Identifies FOSL1-Regulated IGFBP3+ Melanoma Subtype as a Neuro-Immunoregulatory NexusSignaling Hub Facilitating Tumor Progression
Provisionally accepted- 1Department of Plastic Surgery, Tongren Hospital Shanghai Jiaotong University School of Medicine, Shanghai, China
- 2Department of Plastic and Reconstructive Surgery, Shanghai General Hospital, Shanghai, China
- 3Department of Plastic Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- 4Department of Plastic and Reconstructive Surgery, Shanghai Ninth People’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- 5Department of Neurosurgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- 6Center for Scientific Research of Anhui Medical University, Anhui Medical University, Hefei, China
- 7Institute of Health and Medicine, Hefei Comprehensive National Science Center, Hefei, China
- 8Department of Dermatology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- 9Key Laboratory of Dermatology, Anhui Medical University, Hefei, China
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Background: The most aggressive type of skin cancer, melanoma, has a high prevalence of metastases and a poor prognosis. Despite advancements in treatment, drug resistance and tumor microenvironment heterogeneity, especially involving neuro-immune interactions, continue to exist. The goal of this study is to uncover the cellular heterogeneity of melanoma in order to pinpoint molecular targets and tumor-promoting subpopulationssubtypes. Methods: Melanoma single-cell RNA sequencing data came from GEO. Twelve cell types were discovered after Harmony batch effect adjustment and Seurat quality control; melanoma cells were subtyped. Functional expression of differential genes was examined using gene ontology and gene set enrichment. Cytotrace measured subtype differentiation potency. PySCENIC revealed transcription factor regulatory networks, and CellChat predicted intercellular communication between malignant cell subtypes and other cell types. Functional experiments with A375 and MEWo cell lines— lentiviral shRNA knockdown, CCK-8 proliferation, wound healing, transwell migration, and flow cytometry apoptotic assays—confirmed the analysis. Results: Single-cell RNA sequencing was utilized to analyse melanoma cell subtypes and their interactions in the tumour microenvironment. C2 IGFBP3+, which had the lowest CytoTRACE2 score and was enriched in late tumour stages, affected melanoma development. This subtype expressed prominent immunomodulatory pathways. The C2 subtype mediate signalingbroadcast signals to fibroblasts/pericytes via the PROS pathway and myeloid/plasmacytoid dendritic cells via the MHC-II pathway. The C2 subtype was strongly linked with FOSL1 expression, which may affect gene transcription and illness progression. FOSL1 knockdown significantly increased apoptosis and decreased melanoma cell motility and proliferation in vitro. Conclusion: We identified immunoregulatory C2 IGFBP3+ melanoma cell subtypes in our investigation, and FOSL1 was a crucial transcription factor that aided in cell migration, proliferation, and survival. Because the C2 subtype involves the MHC-II and PROS signaling pathways, which have been shown to have roles in neuroimmunology, neuroinflammation, and pain regulation, it may serve as a hub for neuro-immune interactions in the tumor microenvironment. Precision treatments for melanoma may be advanced by focusing on the FOSL1 or C2 subtype pathways, which may assist in overcome overcoming immunotherapy resistance.
Keywords: Melanoma, single-cell sequencing, Tumor Microenvironment, Neuro-immunity, Novel biomarker
Received: 09 Jul 2025; Accepted: 10 Nov 2025.
Copyright: © 2025 Ge, Zhang, Chen, Zhao, Cai, Ding and Xu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Ziwei Zhang, andreavaimukas@sjtu.edu.cn
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