Zhang Yichi, Zhao Zhijie, Huang Wenyi, Kim Byeong Seop, Lin Li, Li Xin, Hou Mengyuan, Li Li, Zhang Yan, Xi Wenjing, Chai Gang
Department of Plastic and Reconstructive Surgery, Shanghai 9th People's Hospital, School of Medicine, Shanghai Jiao Tong University, 639 Zhi Zao Ju Rd, Shanghai, 200011, China.
Department of Stomatology, the First Affiliated Hospital of Soochow University, 188 Shi Zi Rd, Suzhou, 215006, China.
Curr Gene Ther. 2024 Sep 25. doi: 10.2174/0115665232331353240911080642.
Cancer-Associated Fibroblasts (CAFs) constitute a heterogeneous group of cells critical for the remodeling of the tumor microenvironment (TME). Given their significant impact on tumor progression, particularly in skin cancers, a deeper understanding of their characteristics and functions is essential.
This study employed a single-cell transcriptomic analysis to explore the diversity of CAFs within three major types of skin cancer: basal cell carcinoma, melanoma, and head and neck squamous cell carcinoma. We applied analytical techniques, including Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), Gene Set Enrichment Analysis (GSEA), pseudotime tracking, metabolic profiling, and stemness assessment to delineate and define the functional attributes of identified CAF subgroups.
Our analysis successfully delineated nine distinct CAF subgroups across the studied tumor types. Of particular interest, we identified a novel CAF subtype, designated as C0, exclusive to basal cell carcinoma. This subtype exhibits phenotypic traits associated with invasive and destructive capabilities, significantly correlating with the progression of basal cell carcinoma. The identification of this subgroup provides new insights into the role of CAFs in cancer biology and opens avenues for targeted therapeutic strategies.
A pan-cancer analysis was performed on three cancers, BCC, MA, and HNSCC, focusing on tumor fibroblasts in TME. Unsupervised clustering categorized CAF into nine subpopulations, among which the C0 subpopulation had a strong correspondence with BCC-CAF and an invasive- destructive-related phenotype.
癌症相关成纤维细胞(CAFs)是一组异质性细胞,对肿瘤微环境(TME)的重塑至关重要。鉴于它们对肿瘤进展有重大影响,尤其是在皮肤癌中,深入了解它们的特征和功能至关重要。
本研究采用单细胞转录组分析来探索三种主要皮肤癌(基底细胞癌、黑色素瘤和头颈部鳞状细胞癌)中CAFs的多样性。我们应用了包括基因本体论(GO)、京都基因与基因组百科全书(KEGG)、基因集富集分析(GSEA)、伪时间追踪、代谢谱分析和干性评估等分析技术,来描绘和定义已识别的CAF亚组的功能属性。
我们的分析成功地在研究的肿瘤类型中描绘出九个不同的CAF亚组。特别值得关注的是,我们鉴定出一种新的CAF亚型,命名为C0,它仅存在于基底细胞癌中。该亚型表现出与侵袭性和破坏性能力相关的表型特征,与基底细胞癌的进展显著相关。该亚组的鉴定为CAFs在癌症生物学中的作用提供了新的见解,并为靶向治疗策略开辟了道路。
对基底细胞癌、黑色素瘤和头颈部鳞状细胞癌这三种癌症进行了泛癌分析,重点关注TME中的肿瘤成纤维细胞。无监督聚类将CAF分为九个亚群,其中C0亚群与基底细胞癌相关成纤维细胞有很强的对应关系,并且具有与侵袭-破坏相关的表型。