Transcriptome analysis reveals distinct gene expression profiles in astrocytoma grades II-IV.

Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub

Department of Clinical and Molecular Pathology and Laboratory of Molecular Pathology, Faculty of Medicine and Dentistry, Palacky University Olomouc and University Hospital Olomouc, Czech Republic.

Published: September 2017

AI Article Synopsis

  • Astrocytoma is the most common primary brain cancer, divided into four grades recognized by the WHO, and research aims to better understand the mechanisms that differentiate these grades for targeted therapies.
  • A study analyzed RNA sequencing data from various astrocytoma grades and normal brain samples to find gene expression differences, revealing unique patterns between lower-grade and higher-grade tumors.
  • The findings highlight specific genes and pathways involved in tumor growth and spread, suggesting that understanding these molecular processes can enhance the knowledge of glioma biology and inform future treatment strategies.

Article Abstract

Background: Astrocytoma is the most prevalent form of primary brain cancer categorized into four histological grades by the World Health Organization. Investigation into individual grades of astrocytoma by previous studies has provided some insight into dysregulation of regulatory networks associated with increasing astrocytoma grades. However, further understanding of key mechanisms that distinguish different astrocytoma grades is required to facilitate targeted therapies.

Methods: In this study, we utilized a large cohort of publicly available RNA sequencing data from patients with diffuse astrocytoma (grade II), anaplastic astrocytoma (grade III), primary glioblastoma (grade IV), secondary glioblastoma (grade IV), recurrent glioblastoma (grade IV), and normal brain samples to identify genetic similarities and differences between these grades using bioinformatics applications.

Results: Our analysis revealed a distinct gene expression pattern between grade II astrocytoma and grade IV glioblastoma (GBM). We also identified genes that were exclusively expressed in each of the astrocytoma grades. Furthermore, we identified known and novel genes involved in key pathways in our study. Gene set enrichment analysis revealed a distinct expression pattern of transcriptional regulators in primary GBM. Further investigation into molecular processes showed that the genes involved in cell proliferation and invasion were shared across all subtypes of astrocytoma. Also, the number of genes involved in metastasis, regulation of cell proliferation, and apoptosis increased with tumor grade.

Conclusions: We confirmed existing findings and shed light on some important genes and molecular processes that will improve our understanding of glioma biology.

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Source
http://dx.doi.org/10.5507/bp.2017.020DOI Listing

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