Fan Pengfei, Liu Yun, Ma Tengxiao, Wang Qiaoxing, Li Lei
Department of Plastic and Cosmetic Surgery, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, 570311, Hainan, China.
Discov Oncol. 2025 May 23;16(1):895. doi: 10.1007/s12672-025-02621-0.
Basal cell carcinoma (BCC) is the most common type of malignant skin tumour, and its incidence is increasing worldwide. While it grows slowly, BCC is locally invasive, causing significant tissue damage. This study investigated the role of mRNAs in BCC through bioinformatics and experimental validation to elucidate the molecular mechanisms involved.
Differentially expressed genes (DEGs) were identified from the transcriptome data of 30 BCC patients and 16 controls from the GSE7553, GSE103439, and GSE42109 datasets. Gene Ontology and KEGG analyses were performed to explore gene expression and pathways. A protein‒protein interaction (PPI) network was constructed to identify hub genes, and immune cell infiltration was analysed to study the tumour microenvironment. The diagnostic potential of target genes (LEF1, LGR5, and SOX4) was assessed using ROC curves. Gene expression was validated with qPCR and Western blotting.
A total of 135 DEGs were identified, with 9 hub genes selected. LEF1, LGR5, and SOX4 showed strong diagnostic potential, with AUC values of 0.888, 0.955, and 0.996, respectively. The immune cell analysis revealed increased numbers of B cells, NK cells, and T cells in BCC, whereas the numbers of DCs, pDCs, and Treg cells were reduced. qPCR and Western blotting confirmed increased LEF1 and LGR5 expression in BCC. SOX4 expression was increased according to the qPCR results but was not significantly elevated according to the Western blot results, warranting further validation.
LEF1, LGR5, and SOX4 may play roles in BCC pathogenesis and could serve as diagnostic biomarkers. These findings provide insights into BCC development and support future research for improved detection and treatment.
基底细胞癌(BCC)是最常见的恶性皮肤肿瘤类型,其发病率在全球范围内呈上升趋势。虽然BCC生长缓慢,但具有局部侵袭性,会导致严重的组织损伤。本研究通过生物信息学和实验验证来研究mRNA在BCC中的作用,以阐明其中涉及的分子机制。
从GSE7553、GSE103439和GSE42109数据集的30例BCC患者和16例对照的转录组数据中鉴定差异表达基因(DEG)。进行基因本体论和KEGG分析以探索基因表达和通路。构建蛋白质-蛋白质相互作用(PPI)网络以识别枢纽基因,并分析免疫细胞浸润以研究肿瘤微环境。使用ROC曲线评估靶基因(LEF1、LGR5和SOX4)的诊断潜力。通过qPCR和蛋白质印迹法验证基因表达。
共鉴定出135个DEG,选择了9个枢纽基因。LEF1、LGR5和SOX4显示出强大的诊断潜力,AUC值分别为0.888、0.955和0.996。免疫细胞分析显示BCC中B细胞、NK细胞和T细胞数量增加,而DC、pDC和Treg细胞数量减少。qPCR和蛋白质印迹法证实BCC中LEF1和LGR5表达增加。根据qPCR结果,SOX4表达增加,但根据蛋白质印迹结果未显著升高,需要进一步验证。
LEF1、LGR5和SOX4可能在BCC发病机制中起作用,并可作为诊断生物标志物。这些发现为BCC的发展提供了见解,并支持未来改善检测和治疗的研究。