Liu Qingqing, Gu Liugen, Qiu Jianwei, Qian Junbo
Department of Gastroenterology, The Second Affiliated Hospital of Nantong University, Nantong, China.
Department of Gastroenterology, The First People's Hospital of Nantong, Nantong, China.
J Gastrointest Oncol. 2023 Feb 28;14(1):245-264. doi: 10.21037/jgo-22-1166.
NDC1 was identified to be a tumor-promoting factor in non-small cell lung cancer and cervical cancer. However, no report had clarified the relationship between NDC1 and hepatocellular carcinoma (HCC). In this paper, we explored the expression and potential functions of NDC1 in HCC for the first time through the rational application of bioinformatics and relevant basic experiments.
NDC1-related expression profiles and clinical data of HCC patients were collected from The Cancer Genome Atlas (TCGA) database, which were verified via quantitative real-time polymerase chain reaction (qRT-PCR), immunohistochemistry and the Clinical Proteomic Tumor Analysis Consortium (CPTAC) database. Univariate and multivariate Cox regression analyses were used to identify NDC1 as an independent factor for HCC prognosis, and NDC1-related signaling pathways were determined by gene set enrichment analysis (GSEA). Furthermore, we deeply probed the potential links of NDC1 to immunity and immune response. Finally, the bioeffects and underlying mechanisms of ectopic NDC1 overexpression and depletion were determined in HepG2 cells by immunoblotting, flow cytometry, Cell-Counting-Kit-8 (CCK-8), and EDU (5-Ethynyl-2'-deoxyuridine).
Up-regulated expression of NDC1 was detected by means of the TCGA database, which was consistent with the results obtained from further qRT-PCR, immunohistochemistry and the CPTAC database. Kaplan-Meier (K-M) survival analysis revealed a worse prognosis in HCC patients with high NDC1 expression. Besides, NDC1 was certified to be closely linked to tumor histologic grade, clinical stage and T stage. Moreover, univariate and multivariate Cox regression analyses defined NDC1 as an independent element for HCC prognosis. NDC1-related signaling pathways, utilizing GSEA analysis, were subsequently found out. What's more, NDC1 expression was detected to be enormously associated with microsatellite instability (MSI), immune cell infiltration, immune checkpoint molecules and immune cell pathways. As for immunotherapy, we discovered that different risk groups tended to have different immune checkpoint inhibitor responses, which indicated crucial implication value of NDC1 for HCC immunotherapy. More interestingly, we observed that the overexpression of NDC1 could promote the migration and invasion of HCC cells.
Our article demonstrated that NDC1 might serve as a valuable predictor in the prognosis and immunotherapy of HCC. NDC1 played an oncogenic role in HCC.
NDC1被确定为非小细胞肺癌和宫颈癌中的肿瘤促进因子。然而,尚无报告阐明NDC1与肝细胞癌(HCC)之间的关系。在本文中,我们首次通过合理应用生物信息学和相关基础实验,探索了NDC1在HCC中的表达及潜在功能。
从癌症基因组图谱(TCGA)数据库收集HCC患者的NDC1相关表达谱和临床数据,并通过定量实时聚合酶链反应(qRT-PCR)、免疫组织化学和临床蛋白质组肿瘤分析联盟(CPTAC)数据库进行验证。采用单因素和多因素Cox回归分析确定NDC1为HCC预后的独立因素,并通过基因集富集分析(GSEA)确定NDC1相关信号通路。此外,我们深入探究了NDC1与免疫及免疫反应的潜在联系。最后,通过免疫印迹、流式细胞术、细胞计数试剂盒-8(CCK-8)和EDU(5-乙炔基-2'-脱氧尿苷)在HepG2细胞中确定异位NDC1过表达和缺失的生物学效应及潜在机制。
通过TCGA数据库检测到NDC1表达上调,这与进一步的qRT-PCR、免疫组织化学和CPTAC数据库获得的结果一致。Kaplan-Meier(K-M)生存分析显示,NDC1表达高的HCC患者预后较差。此外,NDC1被证实与肿瘤组织学分级、临床分期和T分期密切相关。而且,单因素和多因素Cox回归分析将NDC1定义为HCC预后的独立因素。随后利用GSEA分析找出了NDC1相关信号通路。此外,检测到NDC1表达与微卫星不稳定性(MSI)、免疫细胞浸润、免疫检查点分子和免疫细胞通路密切相关。至于免疫治疗,我们发现不同风险组往往有不同的免疫检查点抑制剂反应,这表明NDC1对HCC免疫治疗具有关键的潜在价值。更有趣的是,我们观察到NDC1的过表达可促进HCC细胞的迁移和侵袭。
我们的文章表明,NDC1可能是HCC预后和免疫治疗中有价值的预测指标。NDC1在HCC中发挥致癌作用。