Bioinformatics identification of miRNA-mRNA regulatory network contributing to lung cancer invasion
نویسندگان
چکیده مقاله:
Background: Over the past 15 years, significant insights have been gained into the roles of miRNAs in cancer. In various cancers, miRNAs can act as oncogenes, tumor suppressors, or control the metastasis process by modulating the expression of numerous target genes. This study is aimed at determining molecular network of miRNA-mRNA regulating lung cancer invasion, by bioinformatics approaches. Materials and Methods: Gene expression profiles of patients with lung cancer were collected from the RNASeq data of Cancer Genome Atlas (TCGA), by TCGAbiolinks package. Differentially expressed miRNAs and mRNAs were identified using “limma” and “edgeR” R packages and their targets were predicted by 2 databases; miRWalk, and Targetscan. Subsequently, the interaction regulatory network of miRNA-mRNA visualized using Cytoscape software. Results: Bioinformatics analysis of the lung cancer invasion specific miRNA-mRNA regulatory network, showed that six hub miRNAs including; hsa-let-7c-5p, hsa-let-7b-5p, hsa-let-7e-5p, hsa-miR-6838-5p, hsa-miR-320b and hsa-miR-4458, are regulator of the lung cancer invasion up-regulated genes and four hub miRNAs are regulator of this situation down-regulated gene including; hsa-miR-92a-3p, hsa-miR-204-5p ,hsa-miR-24-3p and hsa-miR-506-3P. Conclusion: The results in our study suggest that a specific miRNA-mRNA network is associated with the lung cancer invasion. This new insight into the molecular mechanism of lung cancer invasion may result in the identification of molecular biomarkers and therapeutic targets for this malignancy.
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عنوان ژورنال
دوره 27 شماره 4
صفحات 0- 0
تاریخ انتشار 2022-07
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