Gene Expression Profiling of Glioblastoma to Recognize Potential Biomarker Candidates.

Front Genet

Department of Radiology, Hwa Mei Hospital, University of Chinese Academy of Sciences (Ningbo No. 2 Hospital), Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China.

Published: April 2022

AI Article Synopsis

  • Glioblastoma is a highly aggressive brain tumor with challenging treatment options due to the blood-brain barrier and high recurrence rates following surgery.
  • This study investigates molecular drivers of glioblastoma progression by analyzing gene expression profiles and identifying six key hub genes linked to disease progression.
  • The research highlights two upregulated genes with potential clinical significance, evaluates gene expression differences across glioblastoma subtypes, and uses survival analysis to suggest that some identified genes may serve as predictive biomarkers for patient outcomes.

Article Abstract

Glioblastoma is an aggressive malignant tumor of the brain and spinal cord. Due to the blood-brain barrier, the accessibility of its treatments still remains significantly challenging. Unfortunately, the recurrence rates of glioblastoma upon surgery are very high too. Hence, understanding the molecular drivers of disease progression is valuable. In this study, we aimed to investigate the molecular drivers responsible for glioblastoma progression and identify valid biomarkers. Three microarray expression profiles GSE90604, GSE50601, and GSE134470 containing healthy and glioblastoma-affected samples revealed overlapping differentially expressed genes (DEGs). The interrelational pathway enrichment analysis elucidated the halt of cell cycle checkpoints and activation of signaling pathways and led to the identification of 6 predominant hub genes. Validation of hub genes in comparison with The Cancer Genome Atlas datasets identified the potential biomarkers of glioblastoma. The study evaluated two significantly upregulated genes, (secreted protein acidic and rich in cysteine) and (vimentin) for glioblastoma. The genes (calcium voltage-gated channel subunit alpha1 e), (SH3 domain-containing like 2, endophilin A1), and (dendrin) were identified as under-expressed genes as compared to the normal and pan-cancer tissues along with prominent putative prognostic biomarker potentials. The genes and were found to be upregulated in the proneural subtype, while in the mesenchymal subtype of glioblastoma exhibits good prognostic potential. The mutational analysis also revealed the benign, possibly, and probably damaging substitution mutations. The correlation between the DEG and survival in glioblastoma was evaluated using the Kaplan-Meier plots, and had a greater life expectancy of 60.25 months. Overall, this study identified key candidate genes that might serve as predictive biomarkers for glioblastoma.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9091202PMC
http://dx.doi.org/10.3389/fgene.2022.832742DOI Listing

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