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结直肠腺癌中 microRNA/mRNA 特征的综合分析。

Comprehensive analysis of microRNA/mRNA signature in colon adenocarcinoma.

机构信息

Department of Colorectal and Anal Surgery, Qilu Hospital of Shandong University, Ji'nan, China.

出版信息

Eur Rev Med Pharmacol Sci. 2017 May;21(9):2114-2129.

Abstract

OBJECTIVE

The goal of our study was to identify the regulatory mechanisms of gene expression mediated by miRNAs and DNA methylation in colon adenocarcinoma (COAD).

MATERIALS AND METHODS

The miRNAs and mRNAs expression and DNA methylation data of COAD and adjacent normal tissues were obtained from The Cancer Genome Atlas (TCGA) database. Based on the differentially expressed miRNAs and mRNAs, miRNA-mRNA pairs were obtained by correlation analysis and prediction algorithms. Finally, COAD-specific miRNA-mRNA regulatory network was generated. Additionally, the biological functions of miRNA targets were further revealed by GO and KEGG enrichment analysis. Besides, the correlation analysis between gene expression and DNA methylation was also performed after differential analysis.

RESULTS

We identified 55 differentially expressed miRNAs and 1291 differentially expressed mRNAs in COAD compared with adjacent normal tissues. We observed a global miRNA up-regulation in tumors. A total of 58 miRNA-mRNA pairs were not only predicted by algorithms but also negatively correlated. The increased expression of has-mir-141, -19a, -20a 19b-1, 19b-2, 16, 590 and -335 were closely associated with the carcinogenesis of COAD. Functional enrichment analysis showed that the miRNA targets were significantly enriched in pancreatic secretion, salivary secretion, gastric acid secretion and bile secretion. Regarding the regulatory role of DNA methylation, we identified 11 genes whose expressions were negatively correlated with DNA methylation level. Among those genes, MSX1 and KRT7 were down-regulated and hypermethylated in COAD compared with adjacent normal tissues.

CONCLUSIONS

These eight miRNAs (has-mir-141, -19a, -20a 19b-1, 19b-2, 16, 590 and -335) and two genes (MSX1 and KRT7) may play a role in the process of COAD. These findings highlighted the potential regulatory mechanisms of miRNA and DNA methylation on mRNA expression in COAD carcinogenesis.

摘要

目的

本研究旨在鉴定结肠癌(COAD)中 miRNA 和 DNA 甲基化介导的基因表达调控机制。

材料与方法

从癌症基因组图谱(TCGA)数据库中获取 COAD 和相邻正常组织的 miRNA 和 mRNAs 表达及 DNA 甲基化数据。基于差异表达的 miRNA 和 mRNAs,通过相关分析和预测算法获得 miRNA-mRNA 对。最后,生成 COAD 特异性 miRNA-mRNA 调控网络。此外,通过 GO 和 KEGG 富集分析进一步揭示 miRNA 靶基因的生物学功能。此外,在差异分析后还进行了基因表达与 DNA 甲基化的相关性分析。

结果

与相邻正常组织相比,我们在 COAD 中发现了 55 个差异表达的 miRNA 和 1291 个差异表达的 mRNAs。我们观察到肿瘤中存在 miRNA 的整体上调。共有 58 个 miRNA-mRNA 对不仅通过算法预测,而且呈负相关。has-mir-141、-19a、-20a、-19b-1、-19b-2、16、590 和-335 的表达增加与 COAD 的发生密切相关。功能富集分析表明,miRNA 靶基因在胰腺分泌、唾液分泌、胃酸分泌和胆汁分泌中显著富集。关于 DNA 甲基化的调控作用,我们鉴定了 11 个表达与 DNA 甲基化水平呈负相关的基因。在这些基因中,MSX1 和 KRT7 在 COAD 中与相邻正常组织相比下调且呈高甲基化状态。

结论

这 8 个 miRNA(has-mir-141、-19a、-20a、-19b-1、-19b-2、16、590 和-335)和 2 个基因(MSX1 和 KRT7)可能在 COAD 发生过程中发挥作用。这些发现强调了 miRNA 和 DNA 甲基化对 COAD 致癌过程中 mRNA 表达的潜在调控机制。

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