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口腔鳞状细胞癌中一组竞争性长链非编码RNA调控的关键通路的鉴定

Identification of key pathways regulated by a set of competitive long non-coding RNAs in oral squamous cell carcinoma.

作者信息

Yang Zhifeng, Liu Zili, Meng Lingqiu, Ma Shuyan

机构信息

Department of Stomatology, The Second People's Hospital of Liaocheng, Shandong Province, P. R. China.

出版信息

J Int Med Res. 2019 Apr;47(4):1758-1765. doi: 10.1177/0300060519827190. Epub 2019 Mar 12.

Abstract

OBJECTIVE

The aim of this study was to identify important pathways regulated by a set of long non-coding RNAs (lncRNAs) in oral squamous cell carcinoma (OSCC).

METHODS

A lncRNA-mediated competitive endogenous RNA network (LMCN) was constructed using information on microRNA (miRNA)-mRNA interactions and lncRNA-miRNA intersections from the E-GEOD-37991 transcription profiling data in the ArrayExpress database. A random walk with restart ranking algorithm was then applied to evaluate the influences of protein-coding genes regulated by competitive lncRNAs. Pathway enrichment scores were calculated based on the propagation scores of protein-coding genes. Finally, permutation tests were used to estimate the significance of the pathways.

RESULTS

We obtained lncRNA-mRNA interactions based on miRNAs common to both miRNA-mRNA interactions and lncRNA-miRNA intersections, and used interactions with a z-score > 0.7 to construct a LMCN. Ten lncRNAs were identified as source nodes in the LMCN, and nine pathways with enrichment scores >0.8, including 'Cell cycle', 'Endocytosis', and 'Pathways in cancer', were significantly enriched by these source nodes.

CONCLUSIONS

Nine significant pathways regulated by a set of competitive lncRNAs were identified in OSCC, which may play important roles in the development of OSCC via the cell cycle and endocytosis.

摘要

目的

本研究旨在确定口腔鳞状细胞癌(OSCC)中一组长链非编码RNA(lncRNA)调控的重要通路。

方法

利用ArrayExpress数据库中E-GEOD-37991转录谱数据的微小RNA(miRNA)-信使核糖核酸(mRNA)相互作用信息和lncRNA-miRNA交集构建lncRNA介导的竞争性内源RNA网络(LMCN)。然后应用带重启的随机游走排序算法评估竞争性lncRNA调控的蛋白质编码基因的影响。基于蛋白质编码基因的传播分数计算通路富集分数。最后,采用置换检验来估计通路的显著性。

结果

我们基于miRNA-mRNA相互作用和lncRNA-miRNA交集中共有的miRNA获得lncRNA-mRNA相互作用,并使用z分数>0.7的相互作用构建LMCN。在LMCN中鉴定出10个lncRNA作为源节点,9条富集分数>0.8的通路,包括“细胞周期”、“内吞作用”和“癌症通路”,被这些源节点显著富集。

结论

在OSCC中鉴定出一组竞争性lncRNA调控的9条重要通路,它们可能通过细胞周期和内吞作用在OSCC的发生发展中发挥重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f849/6460590/fba8a1a28bdc/10.1177_0300060519827190-fig1.jpg

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