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基于 ceRNA 网络的结肠癌长链非编码 RNA 表达特征及其预后价值。

Long Noncoding RNA Expression Signatures of Colon Cancer Based on the ceRNA Network and Their Prognostic Value.

机构信息

Liver Tumor Center, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, China.

Digestive Department, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong 510623, China.

出版信息

Dis Markers. 2019 Mar 11;2019:7636757. doi: 10.1155/2019/7636757. eCollection 2019.

Abstract

BACKGROUND

The specific functional roles of long noncoding RNAs (lncRNAs) as ceRNAs in colon cancer and their potential implications for colon cancer prognosis remain unclear. In the present study, a genome-wide analysis was performed to investigate the potential lncRNA-mediated ceRNA interplay in colon cancer based on the "ceRNA hypothesis." The prognostic value of the lncRNAs was evaluated.

METHODS

A dysregulated lncRNA-associated ceRNA network was constructed based on the miRNA, lncRNA, and mRNA expression profiles in combination with the miRNA regulatory network by using an integrative computational method. Molecular biological techniques, including qPCR and gene knockdown techniques, were used to verify candidate targets in colon cancer. Survival analysis was performed to identify the candidate lncRNAs with prognostic value.

RESULTS

Our network analysis uncovered several novel lncRNAs as functional ceRNAs through crosstalk with miRNAs. The QRT-PCR assays of patient tissues as well as gene knockdown colon cancer cells confirmed the expression of top lncRNAs and their correlation with target genes in the ceRNA network. Functional enrichment analysis predicted that differentially expressed lncRNAs might participate in broad biological functions associated with tumor progression. Moreover, these lncRNAs may be involved in a range of cellular pathways, including the apoptosis, PI3K-AKT, and EGFR signaling pathways. The survival analysis showed that the expression level of several lncRNAs in the network was correlated with the prognosis of patients with colon cancer.

CONCLUSIONS

This study uncovered a dysregulated lncRNA-associated ceRNA network in colon cancer. The function of the identified lncRNAs in colon cancer was preliminarily explored, and their potential prognostic value was evaluated. Our study demonstrated that lncRNAs could potentially serve as important regulators in the development and progression of colon cancer. Candidate prognostic lncRNA biomarkers in colon cancer were identified.

摘要

背景

长链非编码 RNA(lncRNA)作为 ceRNA 在结肠癌中的特定功能作用及其对结肠癌预后的潜在影响尚不清楚。本研究基于“ceRNA 假说”,通过全基因组分析来研究结肠癌中潜在的 lncRNA 介导的 ceRNA 相互作用,并评估 lncRNA 的预后价值。

方法

采用整合计算方法,结合 miRNA 调控网络,构建基于 miRNA、lncRNA 和 mRNA 表达谱的失调 lncRNA 相关 ceRNA 网络。采用 qPCR 和基因敲低技术等分子生物学技术,验证结肠癌中的候选靶点。进行生存分析以确定具有预后价值的候选 lncRNA。

结果

我们的网络分析发现了一些通过与 miRNA 相互作用而具有功能 ceRNA 作用的新型 lncRNA。患者组织的 QRT-PCR 检测以及基因敲低结肠癌细胞证实了 ceRNA 网络中 top lncRNA 的表达及其与靶基因的相关性。功能富集分析预测差异表达的 lncRNA 可能参与与肿瘤进展相关的广泛生物学功能。此外,这些 lncRNA 可能参与多种细胞途径,包括细胞凋亡、PI3K-AKT 和 EGFR 信号通路。生存分析表明,网络中几种 lncRNA 的表达水平与结肠癌患者的预后相关。

结论

本研究揭示了结肠癌中失调的 lncRNA 相关 ceRNA 网络。初步探讨了所鉴定 lncRNA 在结肠癌中的功能,并评估了其潜在的预后价值。本研究表明 lncRNA 可能作为结肠癌发生和发展的重要调控因子。鉴定了结肠癌候选预后 lncRNA 生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2894/6432706/0b6c4b6e9305/DM2019-7636757.001.jpg

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