Department of Vascular and Endovascular Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, China.
Department of Anesthesiology, Changzheng Hospital, Second Affiliated Hospital of Naval Medical University, Shanghai, China.
Cell Cycle. 2023 Jan;22(2):165-182. doi: 10.1080/15384101.2022.2110446. Epub 2022 Sep 7.
Atherosclerotic plaques belong to the common vascular disease in the aged, which rupture will lead to acute thromboembolic diseases, the leading cause of fatal cardiovascular events. Accumulating evidence indicates that the lncRNAs-miRNAs-mRNA regulatory network plays a critical role in atherosclerosis. Based on RNA sequencing (GSE207252), we constructed expression profiles of lncRNAs, microRNAs, and mRNA in the carotid plaque of atherosclerosis patients and analyzed differentially expressed genes (DEGs). We identified three candidate lncRNAs using two algorithms (LASSO and SVM-RFE): lnc_GLRX3, lnc_FGF7-5, and DISC1FP1). LNCipedia, TargetScan, and miRDB databases were used to predict target miRNAs of lncRNAs and target genes of miRNAs. Gene ontology (GO) functional annotation, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, and Gene Set Enrichment Analysis (GSEA) analysis of DEGs was carried out using the R package clusterProfiler. A PPI network was constructed using the STRING website and visualized by Cytoscape. According to the "MCC" method of the plug-in cytoHubba in Cytoscape, ERCC4 was the top hub gene of the PPI network. We constructed a lncRNA_FGF7-5/lncRNA_GLRX3-miR-2681-5p-ERCC4 regulatory network for carotid plaque using lncRNA-miRNA and miRNA-mRNA pairs. Next, lncRNA_FGF7-5 and lncRNA_GLRX3 targeted miR-2681-5p directly to upregulate ERCC4 expression. Silencing of lncRNA_FGF7-5 and lncRNA_GLRX3 promoted apoptosis and TP53 expression in HUVECs treated with ox-LDL; however, these effects were reversed by ERCC4-overexpression. Taken together, these findings indicated that lncRNA_FGF7-5 and lncRNA_GLRX3 together reduced atherosclerosis-induced apoptosis of HUVECs via targeting miR-2681-5p to increase ERCC4 expression, thereby preventing the formation of carotid plaque and finally inhibiting atherosclerosis progression.
动脉粥样硬化斑块属于老年人常见的血管疾病,其破裂会导致急性血栓栓塞性疾病,是致命心血管事件的主要原因。越来越多的证据表明,lncRNA-miRNA-mRNA 调控网络在动脉粥样硬化中起着关键作用。基于 RNA 测序(GSE207252),我们构建了动脉粥样硬化患者颈动脉斑块中 lncRNA、miRNA 和 mRNA 的表达谱,并分析了差异表达基因(DEGs)。我们使用两种算法(LASSO 和 SVM-RFE)识别了三个候选 lncRNA:lnc_GLRX3、lnc_FGF7-5 和 DISC1FP1。LNCipedia、TargetScan 和 miRDB 数据库用于预测 lncRNA 的靶 miRNA 和 miRNA 的靶基因。使用 R 包 clusterProfiler 对 DEGs 进行基因本体(GO)功能注释、京都基因与基因组百科全书(KEGG)通路分析和基因集富集分析(GSEA)。使用 STRING 网站构建 PPI 网络,并通过 Cytoscape 可视化。根据 Cytoscape 插件 cytoHubba 的“MCC”方法,ERCC4 是 PPI 网络的顶级枢纽基因。我们使用 lncRNA-miRNA 和 miRNA-mRNA 对构建了 lncRNA_FGF7-5/lncRNA_GLRX3-miR-2681-5p-ERCC4 调控网络颈动脉斑块。接下来,lncRNA_FGF7-5 和 lncRNA_GLRX3 直接靶向 miR-2681-5p 上调 ERCC4 表达。沉默 lncRNA_FGF7-5 和 lncRNA_GLRX3 促进 ox-LDL 处理的 HUVECs 凋亡和 TP53 表达;然而,这些作用被 ERCC4 过表达逆转。总之,这些发现表明,lncRNA_FGF7-5 和 lncRNA_GLRX3 通过靶向 miR-2681-5p 增加 ERCC4 表达,共同减少 ox-LDL 诱导的 HUVECs 凋亡,从而防止颈动脉斑块形成,最终抑制动脉粥样硬化进展。