Wang Zhijiang, Wang Chengfang
Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, Zhejiang, 310000, PR China.
Funct Integr Genomics. 2025 Jul 11;25(1):151. doi: 10.1007/s10142-025-01664-4.
Hepatocellular carcinoma (HCC) progression and prognosis are influenced by various molecular markers. This study aimed to identify the hub gene associated with HCC clinical characteristics and its role in HCC progression. Differentially expressed genes (DEGs) between HCC tumor and normal tissues, as well as between stage I/II and stage III/IV, were analyzed. Machine learning algorithms were used to pinpoint three critical hub genes (SPP1, ADH4, and ANXA10). A prognostic risk model was constructed and evaluated using Kaplan-Meier curves, COX regression, and decision curve analysis, which could effectively predict HCC survival. Among the three hub genes, SPP1 was significantly associated with the overall survival (OS) of HCC patients and effectively predicted prognosis. More importantly, SPP1 was upregulated in HCC tumor tissues and cells, and its overexpression enhanced HCC cell proliferation, migration, invasion, and drug resistance. It also promoted fatty acid metabolism in HCC cells, with malignant characteristics and drug resistance induced by SPP1 being mitigated by fatty acid oxidation inhibition. In vivo experiments showed that SPP1 knockdown inhibited tumor growth and fatty acid metabolism of HCC mice. In conclusion, SPP1 is a pivotal gene that influences HCC prognosis by enhancing malignancy and drug resistance through fatty acid metabolism.
肝细胞癌(HCC)的进展和预后受多种分子标志物影响。本研究旨在鉴定与HCC临床特征相关的枢纽基因及其在HCC进展中的作用。分析了HCC肿瘤组织与正常组织之间以及I/II期与III/IV期之间的差异表达基因(DEG)。使用机器学习算法确定了三个关键的枢纽基因(SPP1、ADH4和ANXA10)。构建了一个预后风险模型,并使用Kaplan-Meier曲线、COX回归和决策曲线分析进行评估,该模型可以有效预测HCC患者的生存情况。在这三个枢纽基因中,SPP1与HCC患者的总生存期(OS)显著相关,并能有效预测预后。更重要的是,SPP1在HCC肿瘤组织和细胞中上调,其过表达增强了HCC细胞的增殖、迁移、侵袭和耐药性。它还促进了HCC细胞中的脂肪酸代谢,通过抑制脂肪酸氧化可减轻SPP1诱导的恶性特征和耐药性。体内实验表明,敲低SPP1可抑制HCC小鼠的肿瘤生长和脂肪酸代谢。总之,SPP1是一个关键基因,通过脂肪酸代谢增强恶性肿瘤和耐药性来影响HCC预后。