Quantitative volumetric assessment of baseline enhancing tumor volume as an imaging biomarker predicts overall survival in patients with glioblastoma

Acta Radiol. 2021 Sep;62(9):1200-1207. doi: 10.1177/0284185120953796. Epub 2020 Sep 16.

Abstract

Background: Glioblastoma multiforme (GBM) is the commonest malignant primary brain tumor and still has one of the worst prognoses among cancers in general. There is a need for non-invasive methods to predict individual prognosis in patients with GBM.

Purpose: To evaluate quantitative volumetric tissue assessment of enhancing tumor volume on cranial magnetic resonance imaging (MRI) as an imaging biomarker for predicting overall survival (OS) in patients with GBM.

Material and methods: MRI scans of 49 patients with histopathologically confirmed GBM were analyzed retrospectively. Baseline contrast-enhanced (CE) MRI sequences were transferred to a segmentation-based three-dimensional quantification tool, and the enhancing tumor component was analyzed. Based on a cut-off percentage of the enhancing tumor volume (PoETV) of >84.78%, samples were dichotomized, and the OS and intracranial progression-free survival (PFS) were evaluated. Univariable and multivariable analyses, including variables such as sex, Karnofsky Performance Status score, O6-methylguanine-DNA-methyltransferase status, age, and resection status, were performed using the Cox regression model.

Results: The median OS and PFS were 16.9 and 7 months in the entire cohort, respectively. Patients with a CE tumor volume of >84.78% showed a significantly shortened OS (12.9 months) compared to those with a CE tumor volume of ≤84.78% (17.7 months) (hazard ratio [HR] 2.72; 95% confidence interval [CI] 1.22-6.03; P = 0.01). Multivariable analysis confirmed that PoETV had a significant prognostic role (HR 2.47; 95% CI 1.08-5.65; P = 0.03).

Conclusion: We observed a correlation between PoETV and OS. This imaging biomarker may help predict the OS of patients with GBM.

Keywords: Glioblastoma; brain; prognostic index; segmentation; tumor.

Publication types

  • Evaluation Study

MeSH terms

  • Adult
  • Aged
  • Biomarkers, Tumor
  • Brain / diagnostic imaging
  • Brain / pathology
  • Brain Neoplasms / diagnostic imaging*
  • Brain Neoplasms / mortality
  • Brain Neoplasms / pathology*
  • Cohort Studies
  • Contrast Media
  • Evaluation Studies as Topic
  • Female
  • Glioblastoma / diagnostic imaging*
  • Glioblastoma / mortality
  • Glioblastoma / pathology*
  • Humans
  • Image Enhancement
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Retrospective Studies
  • Survival Analysis
  • Tumor Burden*

Substances

  • Biomarkers, Tumor
  • Contrast Media