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候选 lncRNA-miRNA-mRNA 网络预测肝硬化肝癌发生:一项综合生物信息学分析。

Candidate lncRNA-miRNA-mRNA network in predicting hepatocarcinogenesis with cirrhosis: an integrated bioinformatics analysis.

机构信息

Department of Gastroenterology and Hepatology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China.

Center of Evidence-Based Medicine, Fudan University, 180 Fenglin Road, Shanghai, 200032, China.

出版信息

J Cancer Res Clin Oncol. 2020 Jan;146(1):87-96. doi: 10.1007/s00432-019-03090-z. Epub 2019 Nov 22.

Abstract

PURPOSE

This study aimed to explore the potential competing endogenous RNA (ceRNA) network in forecasting HCC development in patients with cirrhosis through a comprehensive bioinformatic analysis.

METHODS

Data mining from GEO and TCGA databases was employed to dig a spectrum of differentially expressed mRNA, lncRNA and miRNA profiles. Their expression was confirmed by RT-PCR in matched HCC cohorts (n = 6/group). The ceRNA network was constructed by co-expression analysis. Their reciprocal regulations and their roles in epithelial-to-mesenchymal transition (EMT) process were validated by gain- and loss-of-function experiments at the cellular level. Kaplan-Meier method was applied to reveal prognostic values.

RESULTS

By intersecting differentially expressed genes (DEGs) in GEO and TCGA data sets and Pearson correlation analysis, 20 mRNAs, 24 miRNAs and 41 lncRNAs were identified. Of these, FOXD2-AS1, BLVRA and CYTH2 were markedly upregulated in HCC tissues and HCC cells with high metastatic potential (MHCC97H) compared with their adjacent normal/cirrhotic tissues and L02 and MHCC97L cells. However, dysregulated miR-139-5p exhibited the opposite expression pattern. Using miRanda algorithms, FOXD2-AS1, BLVRA and CYTH2 showed potential binding sites for miR-139-5p. FOXD2-AS1 knockdown induced a marked increase in miR-139-5p and EMT inhibition. The loss of miR-139-5p led to an increase in BLVRA and CYTH2 expression and EMT process. Conversely, miR-139-5p overexpression suppressed BLVRA and CYTH expression and EMT process. FOXD2-AS1, miR-139-5p, BLVRA and CYTH2 highly correlated with prognosis in patients with HCC.

CONCLUSION

FOXD2-AS1/miR-139-5p/BLVRA or CYTH2 axis might be the underlying molecular mechanism that dissects HCC development caused by cirrhosis.

摘要

目的

通过全面的生物信息学分析,研究旨在探索肝硬化患者肝癌发展的潜在竞争内源性 RNA(ceRNA)网络。

方法

从 GEO 和 TCGA 数据库中进行数据挖掘,以挖掘一系列差异表达的 mRNA、lncRNA 和 miRNA 图谱。通过 RT-PCR 在匹配的 HCC 队列(每组 n=6)中验证其表达。通过共表达分析构建 ceRNA 网络。通过细胞水平的功能获得和缺失实验验证它们的相互调节及其在上皮间质转化(EMT)过程中的作用。Kaplan-Meier 方法用于揭示预后价值。

结果

通过 GEO 和 TCGA 数据集的差异表达基因(DEGs)的交集和 Pearson 相关性分析,确定了 20 个 mRNAs、24 个 miRNAs 和 41 个 lncRNAs。其中,FOXD2-AS1、BLVRA 和 CYTH2 在 HCC 组织和高转移潜能(MHCC97H)的 HCC 细胞中明显上调,与相邻的正常/肝硬化组织和 L02 和 MHCC97L 细胞相比。然而,失调的 miR-139-5p 表现出相反的表达模式。使用 miRanda 算法,FOXD2-AS1、BLVRA 和 CYTH2 显示出与 miR-139-5p 的潜在结合位点。FOXD2-AS1 敲低诱导 miR-139-5p 的显著增加和 EMT 抑制。miR-139-5p 的缺失导致 BLVRA 和 CYTH2 表达和 EMT 过程增加。相反,miR-139-5p 的过表达抑制了 BLVRA 和 CYTH 表达和 EMT 过程。FOXD2-AS1、miR-139-5p、BLVRA 和 CYTH2 与 HCC 患者的预后高度相关。

结论

FOXD2-AS1/miR-139-5p/BLVRA 或 CYTH2 轴可能是解析肝硬化引起的 HCC 发展的潜在分子机制。

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