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人类胃癌中长链非编码RNA的综合分析:一项计算机模拟研究。

Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study.

作者信息

Han Weiwei, Zhang Zhenyu, He Bangshun, Xu Yijun, Zhang Jun, Cao Weijun

机构信息

Department of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.

General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.

出版信息

PLoS One. 2017 Aug 25;12(8):e0183517. doi: 10.1371/journal.pone.0183517. eCollection 2017.

Abstract

Accumulating evidence highlights the important role of long non-coding RNAs (lncRNAs) in a large number of biological processes. However, the knowledge of genome scale expression of lncRNAs and their potential biological function in gastric cancer is still lacking. Using RNA-seq data from 420 gastric cancer patients in The Cancer Genome Atlas (TCGA), we identified 1,294 lncRNAs differentially expressed in gastric cancer compared with adjacent normal tissues. We also found 247 lncRNAs differentially expressed between intestinal subtype and diffuse subtype. Survival analysis revealed 33 lncRNAs independently associated with patient overall survival, of which 6 lncRNAs were validated in the internal validation set. There were 181 differentially expressed lncRNAs located in the recurrent somatic copy number alterations (SCNAs) regions and their correlations between copy number and RNA expression level were also analyzed. In addition, we inferred the function of lncRNAs by construction of a co-expression network for mRNAs and lncRNAs. Together, this study presented an integrative analysis of lncRNAs in gastric cancer and provided a valuable resource for further functional research of lncRNAs in gastric cancer.

摘要

越来越多的证据表明长链非编码RNA(lncRNA)在大量生物过程中发挥重要作用。然而,对于lncRNA的基因组规模表达及其在胃癌中的潜在生物学功能仍缺乏了解。利用癌症基因组图谱(TCGA)中420例胃癌患者的RNA测序数据,我们鉴定出1294个在胃癌中与相邻正常组织相比差异表达的lncRNA。我们还发现247个lncRNA在肠型和弥漫型之间差异表达。生存分析显示33个lncRNA与患者总生存独立相关,其中6个lncRNA在内部验证集中得到验证。有181个差异表达的lncRNA位于复发性体细胞拷贝数改变(SCNA)区域,并分析了它们的拷贝数与RNA表达水平之间的相关性。此外,我们通过构建mRNA和lncRNA的共表达网络推断lncRNA的功能。总之,本研究对胃癌中的lncRNA进行了综合分析,并为lncRNA在胃癌中的进一步功能研究提供了有价值的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5a2/5571953/848cdc8be890/pone.0183517.g001.jpg

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