Mesoscopic imaging of glioblastomas: Are diffusion, perfusion and spectroscopic measures influenced by the radiogenetic phenotype?

Neuroradiol J. 2017 Feb;30(1):36-47. doi: 10.1177/1971400916678225. Epub 2016 Nov 19.

Abstract

The purpose of this study was to identify markers from perfusion, diffusion, and chemical shift imaging in glioblastomas (GBMs) and to correlate them with genetically determined and previously published patterns of structural magnetic resonance (MR) imaging. Twenty-six patients (mean age 60 years, 13 female) with GBM were investigated. Imaging consisted of native and contrast-enhanced 3D data, perfusion, diffusion, and spectroscopic imaging. In the presence of minor necrosis, cerebral blood volume (CBV) was higher (median ± SD, 2.23% ± 0.93) than in pronounced necrosis (1.02% ± 0.71), pcorr = 0.0003. CBV adjacent to peritumoral fluid-attenuated inversion recovery (FLAIR) hyperintensity was lower in edema (1.72% ± 0.31) than in infiltration (1.91% ± 0.35), pcorr = 0.039. Axial diffusivity adjacent to peritumoral FLAIR hyperintensity was lower in severe mass effect (1.08*10-3 mm2/s ± 0.08) than in mild mass effect (1.14*10-3 mm2/s ± 0.06), pcorr = 0.048. Myo-inositol was positively correlated with a marker for mitosis (Ki-67) in contrast-enhancing tumor, r = 0.5, pcorr = 0.0002. Changed CBV and axial diffusivity, even outside FLAIR hyperintensity, in adjacent normal-appearing matter can be discussed as to be related to angiogenesis pathways and to activated proliferation genes. The correlation between myo-inositol and Ki-67 might be attributed to its binding to cell surface receptors regulating tumorous proliferation of astrocytic cells.

Keywords: Radiogenomics; diffusion imaging; glioblastoma; perfusion imaging; proton spectroscopy.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Brain Neoplasms / diagnostic imaging*
  • Diagnostic Imaging*
  • Diffusion Magnetic Resonance Imaging
  • Female
  • Glioblastoma / diagnostic imaging*
  • Humans
  • Imaging, Three-Dimensional
  • Isocitrate Dehydrogenase / metabolism
  • Ki-67 Antigen / metabolism
  • Magnetic Resonance Angiography
  • Magnetic Resonance Spectroscopy
  • Male
  • Middle Aged
  • Phenotype
  • Retrospective Studies
  • Statistics as Topic
  • Statistics, Nonparametric

Substances

  • Ki-67 Antigen
  • Isocitrate Dehydrogenase
  • IDH1 protein, human