Feng Jiayu, Huang Chibing, Diao Xinwei, Fan Minqi, Wang Pingxian, Xiao Ya, Zhong Xiao, Wu Ronghua
1 Department of Urology, Second Affiliated Hospital, Third Military Medical University , Chongqing, China .
Genet Test Mol Biomarkers. 2013 Nov;17(11):807-13. doi: 10.1089/gtmb.2013.0226. Epub 2013 Aug 28.
In this study, we screened microRNA (miRNA) target genes of prostate cancer by integrating miRNA and mRNA expression profiles after target prediction and performed function enrichment analysis for selected candidate genes.
The miRNA expression profile (GSE36802) and mRNA expression profile (GSE36801) were downloaded from the Gene Expression Omnibus database. We processed data and identified the differentially expressed miRNAs and mRNAs with R packages. Verified targets of miRNAs were identified through miRecods and miRTarBase. Then, software of Search Tool for the Retrieval of Interacting Genes was used to construct the interaction network of target genes. Finally, we performed function enrichment analysis for genes in the interaction network with the Functional Classification Tool.
A total of 22 upregulated and 8 downregulated miRNAs were detected in this study, of which, hsa-mir-31 was the most overexpressed miRNA in prostate cancer. Both ITGA5 and RDX, two target genes of hsa-mir-31, were found to be differentially expressed from mRNA profiles by overexpressing hsa-mir-31. The cell adhesion molecule was found to be the most significant pathway enriched by ITGA5 and RDX.
Overexpression of hsa-mir-31 can be a significant marker to distinguish cancer tissues from benign tissues. The targets such as ITGA5 and RDX regulated by hsa-mir-31 are candidate genes of prostate cancer, which provide new treatment strategies for its gene therapy.
在本研究中,我们通过整合miRNA和mRNA表达谱进行靶标预测,筛选前列腺癌的微小RNA(miRNA)靶基因,并对选定的候选基因进行功能富集分析。
从基因表达综合数据库下载miRNA表达谱(GSE36802)和mRNA表达谱(GSE36801)。我们使用R包处理数据并鉴定差异表达的miRNA和mRNA。通过miRecods和miRTarBase鉴定miRNA的验证靶标。然后,使用检索相互作用基因的搜索工具软件构建靶基因的相互作用网络。最后,我们使用功能分类工具对相互作用网络中的基因进行功能富集分析。
本研究共检测到22个上调和8个下调的miRNA,其中hsa-mir-31是前列腺癌中表达最上调的miRNA。通过过表达hsa-mir-31,发现hsa-mir-31的两个靶基因ITGA5和RDX在mRNA谱中均有差异表达。发现细胞粘附分子是由ITGA5和RDX富集的最显著途径。
hsa-mir-31的过表达可能是区分癌组织和良性组织的重要标志物。由hsa-mir-31调控的ITGA5和RDX等靶标是前列腺癌的候选基因,为其基因治疗提供了新的治疗策略。