Xue Chen, Zhao Yalei, Li Ganglei, Li Lanjuan
State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
Department of Neurosurgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
Front Oncol. 2021 Jul 23;11:633415. doi: 10.3389/fonc.2021.633415. eCollection 2021.
The ALYREF protein acts as a crucial epigenetic regulator in several cancers. However, the specific expression levels and functional roles of ALYREF in cancers are largely unknown, including for hepatocellular carcinoma (HCC). In a pan-cancer tissue analysis that included HCC, we assessed the expression of ALYREF compared to normal tissues using The Cancer Genome Atlas database. Associations between ALYREF gene expression and the clinical characteristics of HCC patient samples were assessed using the UALCAN database. Kaplan-Meier plots were performed to assess HCC patient prognosis, and the TIMER database was used to explore associations between ALYREF expression and immune-cell infiltrations. The same methods were used to assess eIF4A3 expression in HCC patient samples. In addition, ALYREF- and elF4A3-related differentially expressed genes (DEGs) were determined using LinkedOmics, associated protein functionalities were predicted for positively associated DEGs, and both the TargetScan and miRDB databases were used to predict potential upstream miRNAs for control of ALYREF and eIF4A3 expression. We found that ALYREF gene expression was dysregulated in several cancers and was significantly elevated in HCC patient tissue samples and HCC cell lines. The overexpression of ALYREF was significantly related to both advanced tumor-node-metastasis stages and poor HCC prognosis. Furthermore, we found that eIF4A3 expression was significantly correlated with ALYREF expression, and that upregulated eIF4A3 was significantly associated with poor HCC patient outcomes. In the protein-protein interaction network, we identified eight hub genes based on the positively associated DEGs in common between ALYREF and eIF4A3, and the high expression levels of these hub genes were positively associated with patient clinical outcomes. In addition, we identified miR-4666a-5p and miR-6124 as potential regulators of ALYREF and eIF4A3 expression. These findings suggest that increased ALYREF expression may function as a novel biomarker for both HCC diagnosis and prognosis predictions.
ALYREF蛋白在多种癌症中起着关键的表观遗传调节作用。然而,ALYREF在癌症中的具体表达水平和功能作用在很大程度上尚不清楚,包括在肝细胞癌(HCC)中。在一项包括HCC的泛癌组织分析中,我们使用癌症基因组图谱数据库评估了ALYREF与正常组织相比的表达情况。使用UALCAN数据库评估ALYREF基因表达与HCC患者样本临床特征之间的关联。进行Kaplan-Meier曲线分析以评估HCC患者的预后,并使用TIMER数据库探索ALYREF表达与免疫细胞浸润之间的关联。使用相同的方法评估HCC患者样本中eIF4A3的表达。此外,使用LinkedOmics确定与ALYREF和eIF4A3相关的差异表达基因(DEG),对正相关的DEG预测相关蛋白质功能,并且使用TargetScan和miRDB数据库预测控制ALYREF和eIF4A3表达的潜在上游miRNA。我们发现ALYREF基因表达在多种癌症中失调,并且在HCC患者组织样本和HCC细胞系中显著升高。ALYREF的过表达与晚期肿瘤-淋巴结-转移分期和不良的HCC预后均显著相关。此外,我们发现eIF4A3表达与ALYREF表达显著相关,并且eIF4A3上调与不良的HCC患者预后显著相关。在蛋白质-蛋白质相互作用网络中,我们基于ALYREF和eIF4A3之间共同的正相关DEG鉴定了8个枢纽基因,并且这些枢纽基因的高表达水平与患者临床结局呈正相关。此外,我们鉴定出miR-4666a-5p和miR-6124是ALYREF和eIF4A3表达的潜在调节因子。这些发现表明,ALYREF表达增加可能作为HCC诊断和预后预测的新型生物标志物。