Sun Yunpeng, Gao Yongsheng, Sun Jingnan, Liu Xuguang, Ma Dashi, Ma Chunye, Wang Yong
Department of Cardiac Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China.
Cancer Center, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China.
Exp Ther Med. 2016 Mar;11(3):864-872. doi: 10.3892/etm.2016.3003. Epub 2016 Jan 18.
Off-pump coronary artery bypass (OPCAB) surgery is the most effective treatment for coronary heart disease. The aim of this study was to explore the effects of OPCAB on the basis of the associated molecular mechanisms. GSE12486 expression profiles downloaded from the Gene Expression Omnibus database (GEO) were analyzed to identify the differentially expressed genes (DEGs). Principal component analysis (PCA) was conducted based on the expression profiles of DEGs. Function and pathway enrichment of upregulated DEGs was performed, followed by protein-protein interaction (PPI) network construction. Gene Set Enrichment Analysis (GSEA) was used for miRNA enrichment analysis based on expression profiles and prediction of their association with the disease. Cytoscape was applied to construct miRNA regulatory networks of DEGs. In total 64 DEGs were identified, including 63 upregulated and 1 downregulated gene. The first principal component in the PCA analysis was able to distinguish between pre- and post-OPCAB samples. Upregulated DEGs mainly enriched 20 Gene Ontology terms, such as chemokine activity, and 5 pathways including the chemokine signaling pathway. The constructed PPI network contained 234 edges and 55 nodes, and 10 upregulated hub nodes, including FBJ murine osteosarcoma viral oncogene homolog (FOS), were screened. A total of 36 miRNAs, including MIR-224 and MIR-7, were screened by GSEA enrichment analysis. A miRNA regulatory network including 176 edges and 97 nodes was constructed, showing the regulatory relationships between miRNAs and DEGs. For example, early growth response 2 (EGR2) was regulated by 8 miRNAs including MIR-150, MIR-142-3P, MIR-367 and MIR-224. The identified DEGs might play important roles in patients pre- and post-OPCAB surgery via the regulation of associated genes.
非体外循环冠状动脉搭桥术(OPCAB)是治疗冠心病最有效的方法。本研究旨在探讨OPCAB的作用及其相关分子机制。分析从基因表达综合数据库(GEO)下载的GSE12486表达谱,以鉴定差异表达基因(DEG)。基于DEG的表达谱进行主成分分析(PCA)。对上调的DEG进行功能和通路富集分析,随后构建蛋白质-蛋白质相互作用(PPI)网络。基因集富集分析(GSEA)基于表达谱用于miRNA富集分析及其与疾病关联的预测。应用Cytoscape构建DEG的miRNA调控网络。共鉴定出64个DEG,包括63个上调基因和1个下调基因。PCA分析中的第一主成分能够区分OPCAB术前和术后样本。上调的DEG主要富集20个基因本体学术语,如趋化因子活性,以及5条通路,包括趋化因子信号通路。构建的PPI网络包含234条边和55个节点,并筛选出10个上调的枢纽节点,包括FBJ小鼠骨肉瘤病毒癌基因同源物(FOS)。通过GSEA富集分析共筛选出36个miRNA,包括MIR-224和MIR-7。构建了一个包含176条边和97个节点的miRNA调控网络,显示了miRNA与DEG之间的调控关系。例如,早期生长反应2(EGR2)受包括MIR-150、MIR-142-3P、MIR-367和MIR-224在内的8个miRNA调控。所鉴定的DEG可能通过相关基因的调控在OPCAB手术前后的患者中发挥重要作用。