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基于共表达网络预测食管鳞状细胞癌中长链非编码RNA的功能

Prediction of long noncoding RNA functions with co-expression network in esophageal squamous cell carcinoma.

作者信息

Hao Yibin, Wu Wei, Shi Fachun, Dalmolin Rodrigo J S, Yan Ming, Tian Fu, Chen Xiaobing, Chen Guoyong, Cao Wei

机构信息

Zhengzhou Central Hospital, Affiliated to Zhengzhou University, China, 195 Tongbai Road, Zhengzhou, 450007, PR, China.

Department of Pathology and Experimental Medicine, University of Calgary, Calgary, AB, Canada.

出版信息

BMC Cancer. 2015 Mar 24;15:168. doi: 10.1186/s12885-015-1179-z.

Abstract

BACKGROUND

Long non-coding RNAs (lncRNAs) are pervasively transcribed in the genome. They have important regulatory functions in chromatin remodeling and gene expression. Dysregulated lncRNAs have been studied in cancers, but their role in esophageal squamous cell carcinoma (ESCC) remains largely unknown. We have conducted lncRNA expression screening and a genome-wide analysis of lncRNA and coding gene expression on primary tumor and adjacent normal tissue from four ESCC patients, tend to understand the functionality of lncRNAs in carcinogenesis of esopheagus in combination with experimental and bioinformatics approach.

METHODS

LncRNA array was used for coding and non-coding RNA expression. R program and Bioconductor packages (limma and RedeR) were used for differential expression and co-expression network analysis, followed by independent confirmation and functional studies of inferred onco-lncRNA ESCCAL-1 using quantitative real time polymerase chain reaction, small interfering RNA-mediated knockdown, apoptosis and invasion assays in vitro.

RESULTS

The global coding and lncRNA gene expression pattern is able to distinguish ESCC from adjacent normal tissue. The co-expression network from differentially expressed coding and lncRNA genes in ESCC was constructed, and the lncRNA function may be inferred from the co-expression network. LncRNA ESCCAL-1 is such an example as a predicted novel onco-lncRNA, and it is overexpressed in 65% of an independent ESCC patient cohort (n = 26). More over, knockdown of ESCCAL-1 expression increases esophageal cancer cell apoptosis and reduces the invasion in vitro.

CONCLUSION

Our study uncovered the landscape of ESCC-associated lncRNAs. The systematic analysis of coding and lncRNAs co-expression network increases our understanding of lncRNAs in biological network. ESCCAL-1 is a novel putative onco-lncRNA in esophageal cancer development.

摘要

背景

长链非编码RNA(lncRNAs)在基因组中广泛转录。它们在染色质重塑和基因表达中具有重要的调节功能。lncRNAs失调已在癌症中得到研究,但其在食管鳞状细胞癌(ESCC)中的作用仍 largely未知。我们对来自4例ESCC患者的原发肿瘤和癌旁正常组织进行了lncRNA表达筛选以及lncRNA和编码基因表达的全基因组分析,旨在结合实验和生物信息学方法了解lncRNAs在食管癌发生中的功能。

方法

使用lncRNA芯片检测编码和非编码RNA表达。利用R程序和生物导体软件包(limma和RedeR)进行差异表达和共表达网络分析,随后使用定量实时聚合酶链反应、小干扰RNA介导的敲低、体外凋亡和侵袭试验对推断的癌基因lncRNA ESCCAL-1进行独立验证和功能研究。

结果

整体编码和lncRNA基因表达模式能够区分ESCC与癌旁正常组织。构建了ESCC中差异表达的编码和lncRNA基因的共表达网络,lncRNA功能可从共表达网络中推断。lncRNA ESCCAL-1就是一个预测的新型癌基因lncRNA的例子,它在65%的独立ESCC患者队列(n = 26)中过表达。此外,敲低ESCCAL-1表达可增加食管癌细胞凋亡并降低体外侵袭能力。

结论

我们的研究揭示了ESCC相关lncRNAs的全貌。对编码和lncRNAs共表达网络的系统分析增进了我们对lncRNAs在生物网络中的理解。ESCCAL-1是食管癌发生过程中一种新型的假定癌基因lncRNA。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9ff/4377028/7307866bba1a/12885_2015_1179_Fig1_HTML.jpg

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