Wu Shaohan, Chen Sijun, Sun Xiaofang, Chen Xujian
Department of General Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, China.
Department of General Surgery, the First Affiliated Hospital of Soochow University, Suzhou, China.
Transl Cancer Res. 2025 Aug 31;14(8):4720-4747. doi: 10.21037/tcr-2025-171. Epub 2025 Aug 25.
Hepatocellular carcinoma (HCC) ranks among the deadliest malignancies worldwide, with limited therapeutic options and poor prognosis for advanced-stage patients. The family with sequence similarity (FAM) genes are expected to be potential regulators in tumorigenesis, but their roles in HCC remain poorly understood. This study aimed to systematically investigate the expression profiles and functional roles of FAM genes in HCC.
We leveraged multiple databases, including The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), International Cancer Genome Consortium (ICGC), Gene Expression Omnibus (GEO), Human Protein Atlas (HPA), and Clinical Proteomic Tumor Analysis Consortium (CPTAC), to assess the expression patterns, prognostic implications, DNA methylation, genomic alterations, and associated tumor immune microenvironments of FAM genes. Differentially expressed genes were pinpointed using the DESeq2 package. Least absolute shrinkage and selection operator (LASSO) Cox regression and a nomogram model were employed to identify prognostic FAM genes and estimate the survival outcomes for HCC patients. We performed tissue microarrays and immunohistochemistry on samples from 48 HCC patients to evaluate expression. was also knocked down in HCC cell lines to investigate its biological functions.
Five overexpressed and signature-related FAM genes (, , , , and ) were identified and validated at both mRNA and protein levels. Elevated FAM50A expression was linked to advanced tumor stage, higher grade, and unfavorable prognosis. The constructed prognostic nomogram accurately predicted 1- and 3-year survival outcomes based on tumor stage, status, and expression levels. Pathways enriched in co-expressed genes included RNA processing, oxidative phosphorylation, and cell cycle regulation. Additionally, expression was associated with immune cell infiltration and immune checkpoint activity. Knockdown of led to the suppression of HCC cell proliferation, migration, and invasion.
This study identifies five FAM genes with prognostic relevance in HCC, among which FAM50A emerges as a potential independent prognostic biomarker and therapeutic target.
肝细胞癌(HCC)是全球最致命的恶性肿瘤之一,晚期患者的治疗选择有限且预后较差。序列相似性家族(FAM)基因有望成为肿瘤发生的潜在调节因子,但其在HCC中的作用仍知之甚少。本研究旨在系统地研究FAM基因在HCC中的表达谱和功能作用。
我们利用多个数据库,包括癌症基因组图谱(TCGA)、基因型-组织表达(GTEx)、国际癌症基因组联盟(ICGC)、基因表达综合数据库(GEO)、人类蛋白质图谱(HPA)和临床蛋白质组肿瘤分析联盟(CPTAC),来评估FAM基因的表达模式、预后意义、DNA甲基化、基因组改变以及相关的肿瘤免疫微环境。使用DESeq2软件包确定差异表达基因。采用最小绝对收缩和选择算子(LASSO)Cox回归和列线图模型来识别预后FAM基因并估计HCC患者的生存结果。我们对48例HCC患者的样本进行了组织芯片和免疫组化,以评估其表达情况。还在HCC细胞系中敲低了该基因,以研究其生物学功能。
在mRNA和蛋白质水平上鉴定并验证了五个过表达且与特征相关的FAM基因(FAM50A、FAM83A、FAM129A、FAM173A和FAM213A)。FAM50A表达升高与肿瘤晚期、高级别和不良预后相关。构建的预后列线图基于肿瘤分期、状态和FAM50A表达水平准确预测了1年和3年生存结果。FAM50A共表达基因富集的通路包括RNA加工、氧化磷酸化和细胞周期调控。此外,FAM50A表达与免疫细胞浸润和免疫检查点活性相关。敲低FAM50A导致HCC细胞增殖、迁移和侵袭受到抑制。
本研究确定了五个在HCC中具有预后相关性的FAM基因,其中FAM50A成为一个潜在的独立预后生物标志物和治疗靶点。