Volumetric assessment of glioblastoma and its predictive value for survival

Acta Neurochir (Wien). 2019 Aug;161(8):1723-1732. doi: 10.1007/s00701-019-03966-6. Epub 2019 Jun 28.

Abstract

Background: The objective of this study was to evaluate the morphology of glioblastoma on structural pretreatment magnetic resonance imaging (MRI), defining imaging prognostic factors.

Method: We conducted a retrospective analysis of MR images from 114 patients harboring a primary glioblastoma, derived from two neurosurgical departments. Tumor segmentation was carried out in a semi-automated fashion. Tumor compartments comprised contrast-enhancing volume (CEV+), perifocal hyperintensity on fluid-attenuated inversion recovery (FLAIR) images (FLAIR+) excluding CEV+, and a non-enhancing area within the CEV+ lesion (CEV-). Additionally, two ratios were calculated from these volumes, the edema-tumor ratio (ETR) and necrosis-tumor ratio (NTR). All patients received surgical resection, followed by concomitant radiation and chemotherapy.

Results: Tumor segmentation revealed the strongest correlation between the CEV+ volume and the CEV-, presenting intratumoral necrosis (p < 0.001). The relation between the tumor surrounding the FLAIR+ area and the CEV+ volume and the ETR is inversely correlated (p = 0.001). The most important prognostic factor in multivariable analysis was NTR (HR 2.63, p = 0.016). The cut-off value in our cohort for NTR was 0.33, equivalent to a decrease in survival if the necrotic core of the tumor (CEV-) accounts for more than 33% of the tumor mass itself (CEV+).

Conclusions: Our data emphasizes the importance of the necrosis-tumor ratio as a biomarker in glioblastoma imaging, rather than single tumor compartment volumes. NTR can help to identify a subset of tumors with a higher resistance to therapy and a dismal prognosis.

Keywords: Glioblastoma; Magnetic resonance imaging; Necrosis; Neuroimaging; Prognosis; Survival.

MeSH terms

  • Adult
  • Aged
  • Brain Neoplasms / diagnostic imaging*
  • Brain Neoplasms / epidemiology
  • Brain Neoplasms / pathology
  • Female
  • Glioblastoma / diagnostic imaging*
  • Glioblastoma / epidemiology
  • Glioblastoma / pathology
  • Humans
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Necrosis
  • Prognosis
  • Survival Analysis