ArticleMolecular medicine reports2020
Identification of potential crucial genes and molecular mechanisms in glioblastoma multiforme by bioinformatics analysis.
Article in Molecular medicine reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 32 citations in OpenAlex.
- Radiomics in glioblastoma recurrence: advances in prediction, localization, and differentiation from treatment-related effects.Journal of translational medicine · 2026Review
- Radiotherapy and precision medicine's role in molecular alterations during chromosomal division: The influence ofBiochemistry and biophysics reports · 2025Article
- GNB4 Silencing Promotes Pyroptosis to Inhibit the Development of Glioma by Activating cGAS-STING Pathway.Molecular biotechnology · 2025Article
- Single-cell and bulk RNA sequencing analysis reveals CENPA as a potential biomarker and therapeutic target in cancers.PloS one · 2025Article
- Differential gene expression analysis pipelines and bioinformatic tools for the identification of specific biomarkers: A review.Computational and structural biotechnology journal · 2024Review
- Bioinformatic identification and experiment validation reveal 6 hub genes, promising diagnostic and therapeutic targets for Alzheimer's disease.BMC medical genomics · 2024Article
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- Small molecule drug discovery for glioblastoma treatment based on bioinformatics and cheminformatics approaches.Frontiers in pharmacology · 2024Article
- Small secreted proteins and exocytosis regulators: do they go along?Plant signaling & behavior · 2023Article
- Proteome-Wide Discovery of Cortical Proteins That May Provide Motor Resilience to Offset the Negative Effects of Pathologies in Older Adults.The journals of gerontology. Series A, Biological sciences and medical sciences · 2023Article
- Non-Association of Driver Alterations in PTEN with Differential Gene Expression and Gene Methylation in IDH1 Wildtype Glioblastomas.Brain sciences · 2023Article
- Examining the function of macrophage oxidative stress response and immune system in glioblastoma multiforme through analysis of single-cell transcriptomics.Frontiers in immunology · 2023Article
- CENP-A is a potential prognostic biomarker and correlated with immune infiltration levels in glioma patients.Frontiers in genetics · 2022Article
- Clinical Applications and Anticancer Effects of Antimicrobial Peptides: From Bench to Bedside.Frontiers in oncology · 2022Review
- Integrated Analysis of Multiomics Data Identified Molecular Subtypes and Oxidative Stress-Related Prognostic Biomarkers in Glioblastoma Multiforme.Oxidative medicine and cellular longevity · 2022Article
- Review
- Subtype-dependent regulation of Gβγ signalling.Cellular signalling · 2021Review
- Cyclin-dependent kinase inhibitors in head and neck cancer and glioblastoma-backbone or add-on in immune-oncology?Cancer metastasis reviews · 2021Review
- Circular RNA circNF1 siRNA Silencing Inhibits Glioblastoma Cell Proliferation by Promoting the Maturation of miR-340.Frontiers in neurology · 2021Article
- Identification of Potential Core Genes in Parkinson's Disease Using Bioinformatics Analysis.Parkinson's disease · 2021Article
Corrections and comments
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Glioblastoma multiforme (GBM) is the most common and malignant brain tumor of the adult central nervous system and is associated with poor prognosis. The present study aimed to identify the hub genes in GBM in order to improve the current understanding of the underlying mechanism of GBM. The RNA‑seq data were downloaded from The Cancer Genome Atlas database. The edgeR package in R software was used to identify differentially expressed genes (DEGs) between two groups: Glioblastoma samples and normal brain samples. Gene Ontology (GO) functional enrichment analysis and the Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis were performed using Database for Annotation, Visualization and Integrated Discovery software. Additionally, Cytoscape and Search Tool for the Retrieval of Interacting Genes/Proteins tools were used for the protein‑protein interaction network, while the highly connected modules were extracted from this network using the Minimal Common Oncology Data Elements plugin. Next, the prognostic significance of the candidate hub genes was analyzed using UALCAN. In addition, the identified hub genes were verified by reverse transcription‑quantitative (RT‑q) PCR. In total, 1,483 DEGs were identified between GBM and control samples, including 954 upregulated genes and 529 downregulated genes (P<0.01; fold‑change >16) and these genes were involved in different GO terms and signaling pathways. Furthermore, CDK1, BUB1, BUB1B, CENPA and GNG3 were identified as key genes in the GBM samples. The UALCAN tool verified that higher expression level of CENPA was relevant to poorer overall survival rates. In conclusion, CDK1, BUB1, BUB1B, CENPA and GNG3 were found to be potential biomarkers for GBM. Additionally, 'cell cycle' and 'γ‑aminobutyric acid signaling' pathways may serve a significant role in the pathogenesis of GBM.
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