Histogram analysis of MR imaging-derived cerebral blood volume maps: combined glioma grading and identification of low-grade oligodendroglial subtypes

AJNR Am J Neuroradiol. 2008 Oct;29(9):1664-70. doi: 10.3174/ajnr.A1182. Epub 2008 Jun 26.

Abstract

Background and purpose: Inclusion of oligodendroglial tumors may confound the utility of MR based glioma grading. Our aim was, first, to assess retrospectively whether a histogram-analysis method of MR perfusion images may both grade gliomas and differentiate between low-grade oligodendroglial tumors with or without loss of heterozygosity (LOH) on 1p/19q and, second, to assess retrospectively whether low-grade oligodendroglial subtypes can be identified in a population of patients with high-grade and low-grade astrocytic and oligodendroglial tumors.

Materials and methods: Fifty-two patients (23 women, 29 men; mean age, 52 years; range, 19-78 years) with histologically confirmed gliomas were imaged by using dynamic susceptibility contrast MR imaging at 1.5T. Relative cerebral blood volume (rCBV) maps were created, and 4 neuroradiologists defined the glioma volumes independently. Averaged over the 4 observers, a histogram-analysis method was used to assess the normalized histogram peak height of the glioma rCBV distributions.

Results: Of the 52 patients, 22 had oligodendroglial tumors. The histogram method was able to differentiate high-grade gliomas (HGGs) from low-grade gliomas (LGGs) (Mann-Whitney U test, P < .001) and to identify low-grade oligodendroglial subtypes (P = .009). The corresponding intraclass correlation coefficients were 0.902 and 0.801, respectively. The sensitivity and specificity in terms of differentiating low-grade oligodendroglial tumors without LOH on 1p/19q from the other tumors was 100% (6/6) and 91% (42/46), respectively.

Conclusion: With histology as a reference, our results suggest that histogram analysis of MR imaging-derived rCBV maps can differentiate HGGs from LGGs as well as low-grade oligodendroglial subtypes with high interobserver agreement. Also, the method was able to identify low-grade oligodendroglial tumors without LOH on 1p/19q in a population of patients with astrocytic and oligodendroglial tumors.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Blood Volume / physiology*
  • Brain Neoplasms / blood supply*
  • Brain Neoplasms / diagnosis
  • Brain Neoplasms / genetics
  • Brain Neoplasms / pathology
  • Diagnosis, Differential
  • Female
  • Glioma / blood supply*
  • Glioma / diagnosis
  • Glioma / pathology
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Loss of Heterozygosity
  • Magnetic Resonance Angiography / methods*
  • Male
  • Middle Aged
  • Oligodendroglioma / blood supply*
  • Oligodendroglioma / diagnosis
  • Oligodendroglioma / genetics
  • Oligodendroglioma / pathology
  • Polymerase Chain Reaction
  • Prognosis
  • Sensitivity and Specificity