Department of Hepatobiliary Surgery, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Department of Pharmacy, Taizhou Central Hospital, Taizhou, Zhejiang, China.
Aging (Albany NY). 2024 Jun 12;16(11):10142-10164. doi: 10.18632/aging.205926.
HCC, also known as hepatocellular carcinoma, is a frequently occurring form of cancer with an unfavorable prognosis. This research constructed a prognostic signature related to ubiquitination and investigated its correlation with the response to immunotherapy in HCC. The Molecular Signatures Database provided a compilation of genes associated with ubiquitination. A gene signature related to ubiquitination was obtained through Cox regression using the Least Absolute Shrinkage and Selection Operator method. The genetic factors CPY26B1, MCM10, SPINK4, and TRIM54 notably impacted the outcomes of HCC. The patients were divided into two groups: one group had a high risk of poor survival while the other had a low risk but a greater chance of controlling HCC progression. Both univariate and multivariate analyses using Cox regression found the risk score to be an independent predictor of HCC prognosis. Gene set enrichment analysis (GSEA) indicated enrichment in cell cycle and cancer-related microRNAs in high-risk groups. The tumor microenvironment (TME), response to immunotherapy, and effectiveness of chemotherapy medications positively correlated with the risk score. In the high-risk group, erlotinib showed higher IC50 values compared to the low-risk group which exhibited higher IC50 values for VX-11e, AKT inhibitor VIII, AT-7519, BMS345541, Bortezomib, CP466722, FMK, and JNK-9L. The results of RT-qPCR revealed that the expression of four UEGs was higher in tumor tissue as compared to normal tissue. Based on the genes that were expressed differently and associated with ubiquitination-related tumor categorization, we have developed a pattern of four genes and a strong nomogram that can predict the prognosis of HCC, which could be useful in identifying and managing HCC.
HCC,也称为肝细胞癌,是一种预后不良的常见癌症类型。本研究构建了一个与泛素化相关的预后标志物,并研究了其与 HCC 免疫治疗反应的相关性。分子特征数据库提供了与泛素化相关的基因汇编。通过使用最小绝对收缩和选择算子方法的 Cox 回归,获得了与泛素化相关的基因特征。CPY26B1、MCM10、SPINK4 和 TRIM54 等遗传因素显著影响 HCC 的结果。患者被分为两组:一组具有较差生存风险的高风险,另一组具有较低风险但更有可能控制 HCC 进展的低风险。单因素和多因素 Cox 回归分析均发现风险评分是 HCC 预后的独立预测因子。基因集富集分析(GSEA)表明高风险组中细胞周期和癌症相关 microRNAs 富集。肿瘤微环境(TME)、免疫治疗反应和化疗药物的有效性与风险评分呈正相关。在高风险组中,厄洛替尼的 IC50 值高于低风险组,而 VX-11e、AKT 抑制剂 VIII、AT-7519、BMS345541、硼替佐米、CP466722、FMK 和 JNK-9L 的 IC50 值则较低。RT-qPCR 的结果表明,与正常组织相比,肿瘤组织中四个 UEGs 的表达更高。基于表达不同且与泛素化相关的肿瘤分类相关的基因,我们开发了一个包含四个基因的模式和一个强大的列线图,可以预测 HCC 的预后,这可能有助于识别和管理 HCC。