Neoplasma. 2017;64(6):816-823. doi: 10.4149/neo_2017_602.
The safety of miRNAs has been proven and the prophylactic use of miRNA-based approaches may be foreseen for patients with hepatocellular carcinoma (HCC). However, the underlying regulatory mechanism of miRNAs in HCC has not been fully clarified. Using bioinformatic analyses, we compared data of miRNA and mRNA expression profiling of HCC from Gene Expression Omnibus (GEO) database, respectively. Differentially expressed miRNAs and differentially expressed genes (DEGs) were identified. Based on the miRTarBase predictions, the miRNA-dependent regulatory network was constructed. In total, comparative analysis of five mRNA datasets and two miRNA datasets led to 1449 DEGs and 17 differentially expressed miRNAs, respectively. Based on the predictions, a global miRNA-mRNA regulatory network was then constructed, which encompassed 451 miRNA target gene pairs whose expressions were inversely correlated. Three miRNAs (miR-641, miR-507 and miR-501-5p) were the most connected miRNAs that regulated a large number of genes, among which miR-641 and miR-507 were novel miRNAs altered in HCC. We suggested that miR-501-5p will represent a powerful therapeutic target for HCC. Moreover, four up-regulated miRNAs (miR-769-3p, miR-941, miR-362-3p and miR-16-1) and one down-regulated miRNA (miR-581) may be involved in HCC. Additionally, two targets of MAPK8 and SRPK2 were also detected in this study, whose roles in HCC will be notable. In conclusion, we developed an integrative approach to construct an interactive global network of miRNA-mRNA, which can contribute to refine miRNA target predictions for developing new therapeutic approaches.
miRNA 的安全性已得到证实,预防性使用基于 miRNA 的方法可能有望用于肝细胞癌 (HCC) 患者。然而,miRNA 在 HCC 中的潜在调节机制尚未完全阐明。我们使用生物信息学分析,分别比较了来自基因表达综合数据库 (GEO) 的 miRNA 和 HCC mRNA 表达谱数据。鉴定了差异表达的 miRNA 和差异表达基因 (DEGs)。基于 miRTarBase 的预测,构建了 miRNA 依赖性调控网络。总共,对五个 mRNA 数据集和两个 miRNA 数据集进行比较分析,分别导致 1449 个 DEGs 和 17 个差异表达 miRNA。基于预测,构建了一个全局 miRNA-mRNA 调控网络,其中包含 451 个 miRNA 靶基因对,其表达呈负相关。三个 miRNA (miR-641、miR-507 和 miR-501-5p) 是调节大量基因的最相关 miRNA,其中 miR-641 和 miR-507 是 HCC 中改变的新 miRNA。我们认为 miR-501-5p 将成为 HCC 的一个强大的治疗靶点。此外,四个上调的 miRNA (miR-769-3p、miR-941、miR-362-3p 和 miR-16-1) 和一个下调的 miRNA (miR-581) 可能与 HCC 有关。此外,本研究还检测到 MAPK8 和 SRPK2 的两个靶标,其在 HCC 中的作用将是显著的。总之,我们开发了一种综合方法来构建 miRNA-mRNA 的交互式全局网络,这有助于改进 miRNA 靶标预测,以开发新的治疗方法。