Yang Zelong, He Kun, Chen Weigang, Chen Yong
Department of Hepatobiliary Surgery, The First Affiliated Hospital, Airforce Military Medical University Xi'an 710032, Shaanxi, China.
Am J Transl Res. 2023 Jun 15;15(6):3912-3927. eCollection 2023.
To explore the competing endogenous RNA (ceRNA) network related to ferroptosis in hepatocellular carcinoma (HCC) and its promise for clinical application.
We obtained RNA sequencing data for HCC and relevant clinical information from The Cancer Genome Atlas (TCGA) database. To assess the involvement of the autophagy, pyroptosis, and ferroptosis pathways in HCC, we used single-sample Gene Set Enrichment Analysis (ssGSEA) to compute scores for each sample based on pre-defined gene sets. We conducted Weighted Gene Co-Expression Network Analysis (WGCNA) to effectively modularize lncRNA, miRNA, and mRNA. Through extensive correlation analyses, we pinpointed the most crucial ferroptosis-associated modules. Moreover, we utilized online prediction tools to construct a corresponding ceRNA network. To establish the reliability of our results, we randomly chose a ceRNA axis consisting of DNAJC27-AS1/miR-23b-3p/PPIF for experimental validation. We performed luciferase reporter assays to validate the binding sites of DNAJC27-AS1, miR-23b-3p, and PPIF.
We found a significant correlation between the level of ferroptosis and the overall survival of patients with HCC. Thus, we constructed a comprehensive ferroptosis-related ceRNA network. Our experimental findings revealed that DNAJC27-AS1 and PPIF act as direct sponges of miR-23b-3p, and thus are capable of downregulating ferroptosis in HCC cells.
The ferroptosis-associated ceRNA network presented in this study represents a valuable resource for advancing our understanding of the role of ferroptosis in HCC.
探索与肝细胞癌(HCC)中铁死亡相关的竞争性内源性RNA(ceRNA)网络及其临床应用前景。
我们从癌症基因组图谱(TCGA)数据库中获取了HCC的RNA测序数据及相关临床信息。为评估自噬、焦亡和铁死亡途径在HCC中的参与情况,我们使用单样本基因集富集分析(ssGSEA)基于预定义基因集计算每个样本的分数。我们进行了加权基因共表达网络分析(WGCNA)以有效地对长链非编码RNA(lncRNA)、微小RNA(miRNA)和信使RNA(mRNA)进行模块化。通过广泛的相关性分析,我们确定了最关键的铁死亡相关模块。此外,我们利用在线预测工具构建了相应的ceRNA网络。为了确定我们结果的可靠性,我们随机选择了一个由DNAJC27-AS1/miR-23b-3p/PPIF组成的ceRNA轴进行实验验证。我们进行了荧光素酶报告基因测定以验证DNAJC27-AS1、miR-23b-3p和PPIF的结合位点。
我们发现铁死亡水平与HCC患者的总生存期之间存在显著相关性。因此,我们构建了一个全面的铁死亡相关ceRNA网络。我们的实验结果表明,DNAJC27-AS1和PPIF作为miR-23b-3p的直接海绵,因此能够下调HCC细胞中的铁死亡。
本研究中呈现的铁死亡相关ceRNA网络是推进我们对铁死亡在HCC中作用理解的宝贵资源。