Wei Xueyan, Zhou Zihan, Long Meiying, Lin Qiuling, Qiu Moqin, Chen Peiqin, Huang Qiongguang, Qiu Jialin, Jiang Yanji, Wen Qiuping, Liu Yingchun, Li Runwei, Nong Cunli, Guo Qian, Yu Hongping, Zhou Xianguo
Department of Experimental Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
Department of Epidemiology and Health Statistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China.
Front Oncol. 2023 Feb 9;13:1043203. doi: 10.3389/fonc.2023.1043203. eCollection 2023.
Super-enhancer (SE) refers to a regulatory element with super transcriptional activity, which can enrich transcription factors and drive gene expression. SE-related genes play an important role in the pathogenesis of malignant tumors, including hepatocellular carcinoma (HCC).
The SE-related genes were obtained from the human super-enhancer database (SEdb). Data from the transcriptome analysis and related clinical information with HCC were obtained from The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC) database. The upregulated SE-related genes from TCGA-LIHC were identified by the DESeq2R package. Multivariate Cox regression analysis was used to construct a four-gene prognostic signature. According to the median risk score, HCC patients were divided into high-risk and low-risk group patients.
The Kaplan-Meier (KM) curve showed that a significantly worse prognosis was found for the high-risk group (<0.001). In the TCGA-LIHC dataset, the area under the curve (AUC) values were 0.737, 0.662, and 0.667 for the model predicting overall survival (OS) over 1-, 3-, and 5- years, respectively, indicating the good prediction ability of our prediction model. This model's prognostic value was further validated in the LIRI-JP dataset and HCC samples (n=65). Furthermore, we found that higher infiltration level of M0 macrophages and upregulated of CTLA4 and PD1 in the high-risk group, implying that immunotherapy could be effective for those patients.
These results provide further evidence that the unique SE-related gene model could accurately predict the prognosis of HCC.
超级增强子(SE)是指具有超强转录活性的调控元件,可富集转录因子并驱动基因表达。SE相关基因在包括肝细胞癌(HCC)在内的恶性肿瘤发病机制中起重要作用。
从人类超级增强子数据库(SEdb)中获取SE相关基因。来自癌症基因组图谱(TCGA)和国际癌症基因组联盟(ICGC)数据库的HCC转录组分析数据及相关临床信息。使用DESeq2R软件包鉴定TCGA-LIHC中上调的SE相关基因。采用多因素Cox回归分析构建四基因预后模型。根据中位风险评分,将HCC患者分为高风险组和低风险组。
Kaplan-Meier(KM)曲线显示,高风险组患者预后明显较差(<0.001)。在TCGA-LIHC数据集中,预测1年、3年和5年总生存期(OS)的模型的曲线下面积(AUC)值分别为0.737、0.662和0.667,表明我们的预测模型具有良好的预测能力。该模型的预后价值在LIRI-JP数据集和HCC样本(n = 65)中得到进一步验证。此外,我们发现高风险组中M0巨噬细胞浸润水平较高,CTLA4和PD1上调,这意味着免疫疗法可能对这些患者有效。
这些结果进一步证明,独特的SE相关基因模型可以准确预测HCC的预后。