Suppr超能文献

利用网络特性鉴定宫颈癌中的关键微小RNA基因靶点

Identification of critical microRNA gene targets in cervical cancer using network properties.

作者信息

Sharma Garima, Agarwal Subhash M

机构信息

Bioinformatics Division, Institute of Cytology and Preventive Oncology (ICMR), I-7, Sector-39, Noida-201301, India.

出版信息

Microrna. 2014;3(1):37-44. doi: 10.2174/2211536603666140417214659.

Abstract

miRNAs are short non-coding RNAs which function as oncogenes or tumour suppressor gene and regulate gene expression by controlling targets that play role in cancer development and progression. Numerous recent studies have established an association of abnormal expression of miRNA with cervical cancer progression. Although the number of reported deregulated miRNA in cervical cancer is increasing, only a few associations between miRNA and their targets have been studied in cervical cancer. Therefore, we performed a systematic analysis of known dysregulated miRNAs involved in cervical cancer so as to identify critical miRNA targets that could pave way for therapeutic solutions. In this study, miRNAs reported to be dysregulated in cervical cancer were collected and their targets predicted using TargetScan, PicTar and miRanda. These targets were subsequently compared with previously curated gene dataset involved in cervical cancer to derive the putative target dataset. We then compared network properties (composed of degree, betweenness centrality, closeness centrality and clustering coefficient) of the putative, validated and human protein-protein interaction network. Based on the topological properties genes were ranked and observed that the gene targets BIRC5 (survivin), HOXA1 and RARB presenting with high Novoseek score of Genecards were enriched in cervical cancer. BIRC5 is an anti- apoptotic protein while HOXA1 and RARB are transcription factors which play critical role in altering the level of cell cycle and apoptosis associated proteins. Also, miRNA-mRNA network was constructed and it was found that miR-203 and miR-30b could target these genes. The analysis indicates that the genes BIRC5, HOXA1 and RARB are critical targets that play an important regulatory role in cervical cancer pathogenesis.

摘要

微小RNA(miRNAs)是短链非编码RNA,它们作为癌基因或肿瘤抑制基因发挥作用,并通过控制在癌症发生和发展中起作用的靶标来调节基因表达。最近的大量研究已经证实了miRNA异常表达与宫颈癌进展之间的关联。尽管报道的宫颈癌中失调的miRNA数量在增加,但在宫颈癌中仅对少数miRNA与其靶标的关联进行了研究。因此,我们对已知参与宫颈癌的失调miRNA进行了系统分析,以确定可能为治疗方案铺平道路的关键miRNA靶标。在本研究中,收集了报道在宫颈癌中失调的miRNA,并使用TargetScan、PicTar和miRanda预测其靶标。随后将这些靶标与先前整理的参与宫颈癌的基因数据集进行比较,以得出推定的靶标数据集。然后,我们比较了推定的、经过验证的和人类蛋白质-蛋白质相互作用网络的网络属性(由度、介数中心性、紧密中心性和聚类系数组成)。基于拓扑属性对基因进行排名,观察到在Genecards中具有高Novoseek分数的基因靶标BIRC5(生存素)、HOXA1和RARB在宫颈癌中富集。BIRC5是一种抗凋亡蛋白,而HOXA1和RARB是转录因子,它们在改变细胞周期和凋亡相关蛋白水平方面发挥关键作用。此外,构建了miRNA-mRNA网络,发现miR-203和miR-30b可以靶向这些基因。分析表明,基因BIRC5、HOXA1和RARB是在宫颈癌发病机制中起重要调节作用的关键靶标。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验