A 4-miRNAs signature predicts survival in glioblastoma multiforme patients

Cancer Biomark. 2017 Dec 6;20(4):443-452. doi: 10.3233/CBM-170205.

Abstract

Background: Although O(6)-methylguanine DNA methyltransferase (MGMT) promoter methylation status is an important marker for glioblastoma multiforme (GBM), there is considerable variability in the clinical outcome of patients with similar methylation profles.

Objective: We examined whether a MicroRNA (miRNA) signature can be identified for predicting clinical outcomes and helping in treatment decisions.

Methods: The differentially expressed miRNAs were evaluated in 6 pairs of short- (⩽ 450 days) and long-term survivors (> 450 days) by using microarray. Real time quantitative PCR (qRT-PCR) was applied to further verify screened miRNAs with a greater number of samples (n= 48). Meanwhile, functional interpretation of miRNA profile was carried out based on miRNA-target databases. In addition, MGMT promoter methylation status was tested by means of pyrosequencing (PSQ) testing.

Results: Six miRNAs were upregulated in the long-term survival group (fold change ⩾ 2.0, P< 0.05). The further verification by qRT-PCR indicated that the increase in let-7g-5p, miR-139-5p, miR-17-5p and miR-9-3p level in long-term survivors was statistically significant. Kaplan-Meier survival analysis showed that high expression of a prognostic 4-miRNA signature was significantly associated with good patient survival (p= 0.0012). The signature regulated signaling pathways including Calcium, MAPK, ErbB, mTOR and cell cycle involved in carcinogenesis from glial progenitor cell to primary GBM.

Conclusions: The 4-miRNA signature was identified as an independent prognostic biomarker that identified patients who have a favorable outcome.

Keywords: Glioblastoma; MicroRNAs (miRNAs); O-6-methylguanine-DNA methyltransferase (MGMT); epigenetic silencing; promoter methylation.

MeSH terms

  • Adult
  • Aged
  • Biomarkers, Tumor*
  • Brain Neoplasms / genetics*
  • Brain Neoplasms / mortality*
  • Brain Neoplasms / pathology
  • Brain Neoplasms / therapy
  • DNA Methylation
  • DNA Modification Methylases / genetics
  • Female
  • Gene Expression Profiling
  • Glioblastoma / genetics*
  • Glioblastoma / mortality*
  • Glioblastoma / pathology
  • Glioblastoma / therapy
  • Humans
  • Kaplan-Meier Estimate
  • Male
  • MicroRNAs / genetics*
  • Middle Aged
  • Prognosis
  • Promoter Regions, Genetic
  • Reproducibility of Results
  • Retrospective Studies

Substances

  • Biomarkers, Tumor
  • MicroRNAs
  • DNA Modification Methylases