Department of Thoracic Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, China.
Cancer Biother Radiopharm. 2021 Jun;36(5):412-424. doi: 10.1089/cbr.2020.3745. Epub 2020 Jul 14.
The objective of this study was to identify key molecules that included long noncoding RNAs (lncRNAs), microRNAs (miRNAs), and mRNAs involved in esophageal cancer with KH-type splicing regulatory protein (KHSRP) knockdown. GSE99422 and GSE99423 from Gene Expression Omnibus database were extracted. After differentially expressed analysis of miRNAs, lncRNAs, and mRNAs, the lncRNAs-mRNAs interaction was obtained. Then the protein-protein interaction (PPI) network and module analyses were performed for differentially expressed mRNAs (DEmRNAs). Combined with miRWalk tool and DIANA-LncBase tool, regulating relationship between differentially expressed miRNAs (DEmiRNAs) and DEmRNAs/DElncRNAs were predicted. Finally, mRNA-miRNA-lncRNA regulatory network construction was established by Cytoscape software. Finally, the key genes were validated based on the Gene Expression Profiling Interactive Analysis GEPIA) database. Totally, 2,027 DEmiRNAs, 3,480 DElncRNAs, and 18,293 DEmRNAs were screened. The PPI network included 399 nodes and 1671 interaction pairs, and two function models (Cluster 1 and Cluster 2) were separately identified. The was a hub in the Cluster 1, which mainly enriched in the function of nuclear division. Then the competing endogenous RNA (ceRNA) network was constructed with 20 miRNAs, 66 lncRNA, and 202 mRNA. Here, lncRNA RP11-159D12.2 might function as a ceRNA in regulating expression of esophagus cancer through competitively binding to hsa-miR-4430. was mainly enriched in the function of mitotic nuclear division. Besides, the expression of and genes was upregulated in tumor tissues compared with normal controls. Also, the correlation analysis showed that the key genes ( and ) were validated to be positively correlated with KHSRP. , , hsa-miR-4430, and lncRNA RP11-159D12.2 were likely to be associated with esophageal cancer development.
本研究旨在鉴定与 KH 剪接调节蛋白 (KHSRP) 敲低相关的食管癌关键分子,包括长链非编码 RNA (lncRNA)、微小 RNA (miRNA) 和信使 RNA (mRNA)。从基因表达综合数据库中提取 GSE99422 和 GSE99423。对 miRNA、lncRNA 和 mRNA 的差异表达进行分析后,获得 lncRNA-mRNA 相互作用。然后对差异表达信使 RNA (DEmRNA) 进行蛋白质-蛋白质相互作用 (PPI) 网络和模块分析。结合 miRWalk 工具和 DIANA-LncBase 工具,预测差异表达 miRNA (DEmiRNA) 与 DEmRNA/DElncRNA 之间的调控关系。最后,通过 Cytoscape 软件构建 mRNA-miRNA-lncRNA 调控网络。最后,基于基因表达谱交互分析 (GEPIA) 数据库验证关键基因。总共筛选出 2027 个 DEmiRNA、3480 个 DElncRNA 和 18293 个 DEmRNA。PPI 网络包含 399 个节点和 1671 个相互作用对,并分别鉴定出两个功能模型 (Cluster 1 和 Cluster 2)。Cluster 1 中的是一个枢纽,主要富集在核分裂的功能上。然后构建了包含 20 个 miRNA、66 个 lncRNA 和 202 个 mRNA 的竞争性内源性 RNA (ceRNA) 网络。在这里,lncRNA RP11-159D12.2 可能通过竞争性结合 hsa-miR-4430 发挥 ceRNA 的作用,调节食管癌的表达。在 Cluster 1 中主要富集在有丝分裂核分裂的功能上。此外,与正常对照相比,肿瘤组织中基因和的表达上调。同时,相关性分析表明,关键基因 (和) 与 KHSRP 呈正相关。、、hsa-miR-4430 和 lncRNA RP11-159D12.2 可能与食管癌的发生发展有关。