In silico identification of differentially expressed microRNAs in thyroid cancer

IF 0.5 Q4 GENETICS & HEREDITY
Hasan Onur Caglar , Abdulmelik Aytatli , Omer Faruk Karatas
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引用次数: 0

Abstract

Background

Abnormal expression of microRNAs is one of the crucial features contributing to the thyroid cancer (TC) progression. However, a comprehensive identification of the dysregulated microRNA profile and the associated molecular pathways that underlie the TC pathogenesis has not been completely provided. In the current study, bioinformatic analysis tools and microarray datasets were used to evaluate the biological roles of differentially expressed microRNAs and their targets in TC.

Methods

GEO2R was used to identify differentially expressed microRNAs in TC samples. The mRNA targets of these microRNAs were predicted using different databases. DAVID and Reactome databases were used to perform gene ontology and pathway enrichment analyses of target genes. Then, the protein-protein interaction networks were constructed among them through the STRING database. MCODE was applied to screen hub genes. The prognostic values of hub genes were examined in TCGA THCA dataset using GEPIA2 platform. The relationship between hub genes and the ERBB2 protein was revealed using GeneMANIA.

Results

We found a significant decrease in five microRNAs and a significant increase in five others in TC samples. Target genes of upregulated and downregulated microRNAs in TC were associated with ERBB2 signaling and ion exchanger pathways, respectively. CUX2 and DCUN1D4, the targets of upregulated microRNAs, were downregulated, whereas AP1S1, the target of downregulated microRNAs, were overexpressed in TCGA THCA samples. EZR and CUL5 were mediators for the interaction of ERBB2 with CUX2 or DCUN1D4, respectively.

Conclusion

We suggest that CUX2/DCUN1D4 and AP1S1 may act as tumor suppressor and oncogene in TC onset and progression, respectively.

甲状腺癌中差异表达的 microRNA 的硅学鉴定
背景微RNA的异常表达是导致甲状腺癌(TC)进展的关键特征之一。然而,目前尚未完全确定甲状腺癌发病机制的微RNA异常表达谱和相关分子通路。本研究利用生物信息学分析工具和芯片数据集评估了TC中差异表达的microRNA及其靶点的生物学作用。利用不同的数据库预测这些microRNA的mRNA靶标。利用 DAVID 和 Reactome 数据库对靶基因进行基因本体和通路富集分析。然后,通过 STRING 数据库构建了它们之间的蛋白质-蛋白质相互作用网络。MCODE 被用于筛选枢纽基因。利用GEPIA2平台检测了TCGA THCA数据集中的枢纽基因的预后价值。结果我们发现在TC样本中,有5个microRNA显著下降,另外5个显著上升。TC中上调和下调的microRNA的靶基因分别与ERBB2信号传导和离子交换通路有关。在TCGA THCA样本中,上调microRNA的靶基因CUX2和DCUN1D4被下调,而下调microRNA的靶基因AP1S1被过表达。EZR和CUL5分别是ERBB2与CUX2或DCUN1D4相互作用的媒介。
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来源期刊
Human Gene
Human Gene Biochemistry, Genetics and Molecular Biology (General), Genetics
CiteScore
1.60
自引率
0.00%
发文量
0
审稿时长
54 days
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