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Joint bioinformatics analysis of underlying potential functions of hsa-let-7b-5p and core genes in human glioma
- Source :
- Journal of Translational Medicine, Vol 17, Iss 1, Pp 1-16 (2019), Journal of Translational Medicine
- Publication Year :
- 2019
- Publisher :
- BMC, 2019.
-
Abstract
- Background Glioma accounts for a large proportion of cancer, and an effective treatment for this disease is still lacking because of the absence of specific driver molecules. Current challenges in the treatment of glioma are the accurate and timely diagnosis of brain glioma and targeted treatment plans. To investigate the diagnostic biomarkers and prospective role of miRNAs in the tumorigenesis and progression of glioma, we analyzed the expression of miRNAs and key genes in glioma based on The Cancer Genome Atlas database. Methods Of the 701 cases that were downloaded, five were normal and 696 were glioma. Then, 1626 differentially expressed genes were identified, and 173 aberrantly expressed miRNAs were calculated by edgeR. GO and KEGG pathway enrichment analyses were performed using Cytoscape software. A coexpression network was built by weighted correlation network analysis (WGCNA). A cell scratch test and transwell, cell apoptosis and cell cycle assays were performed to validate the function of hsa-let-7b-5p. Results Based on crosstalk genes in the KEGG, PPI network, and WGCNA analyses, PLK1, CCNA2, cyclin B2 (CCNB2), and AURKA were screened as candidate diagnostic marker genes. The survival analysis revealed that high mRNA expression of PLK1, CCNA2, and AURKA was significantly associated with poor overall survival. Furthermore, hsa-let-7b-5p was identified as a core miRNA in the regulation of candidate genes involved in glioma development. We confirmed that hsa-let-7b-5p could inhibit the migration, invasion, and cell cycle of glioma cells. Conclusions This study provides four potential biomarkers for the diagnosis of glioma, offers a potential explanation of its pathogenesis, and proposes hsa-let-7b-5p as a therapeutic target. Electronic supplementary material The online version of this article (10.1186/s12967-019-1882-7) contains supplementary material, which is available to authorized users.
- Subjects :
- 0301 basic medicine
Candidate gene
Cell
lcsh:Medicine
Biology
medicine.disease_cause
General Biochemistry, Genetics and Molecular Biology
03 medical and health sciences
0302 clinical medicine
Bioinformatics analysis
Cell Movement
Cell Line, Tumor
Glioma
Databases, Genetic
microRNA
medicine
Humans
Gene Regulatory Networks
Neoplasm Invasiveness
Protein Interaction Maps
KEGG
Research
lcsh:R
Weighted correlation network analysis
Computational Biology
Reproducibility of Results
MicroRNA
General Medicine
Biomarker
Cell cycle
medicine.disease
Up-Regulation
Gene Expression Regulation, Neoplastic
MicroRNAs
Gene Ontology
030104 developmental biology
medicine.anatomical_structure
030220 oncology & carcinogenesis
hsa-let-7b-5p
Cancer research
Carcinogenesis
Subjects
Details
- Language :
- English
- ISSN :
- 14795876
- Volume :
- 17
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Journal of Translational Medicine
- Accession number :
- edsair.doi.dedup.....0de02a541a7a6b9f0e27b657b7c9faea
- Full Text :
- https://doi.org/10.1186/s12967-019-1882-7