Tensor-valued diffusion MRI in under 3 minutes: an initial survey of microscopic anisotropy and tissue heterogeneity in intracranial tumors

Magn Reson Med. 2020 Feb;83(2):608-620. doi: 10.1002/mrm.27959. Epub 2019 Sep 13.

Abstract

Purpose: To evaluate the feasibility of a 3-minutes protocol for assessment of the microscopic anisotropy and tissue heterogeneity based on tensor-valued diffusion MRI in a wide range of intracranial tumors.

Methods: B-tensor encoding was performed in 42 patients with intracranial tumors (gliomas, meningiomas, adenomas, and metastases). Microscopic anisotropy and tissue heterogeneity were evaluated by estimating the anisotropic kurtosis (MKA ) and isotropic kurtosis (MKI ), respectively. An extensive imaging protocol was compared with a 3-minutes protocol.

Results: The fast imaging protocol yielded parameters with characteristics in terms of bias and precision similar to the full protocol. Glioblastomas had lower microscopic anisotropy than meningiomas (MKA = 0.29 ± 0.06 vs. 0.45 ± 0.08, P = 0.003). Metastases had higher tissue heterogeneity (MKI = 0.57 ± 0.07) than both the glioblastomas (0.44 ± 0.06, P < 0.001) and meningiomas (0.46 ± 0.06, P = 0.03).

Conclusion: Evaluation of the microscopic anisotropy and tissue heterogeneity in intracranial tumor patients is feasible in clinically relevant times frames.

Keywords: diffusion MRI; microscopic anisotropy; tumor heterogeneity.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adenoma / diagnostic imaging*
  • Adult
  • Algorithms
  • Anisotropy*
  • Brain / diagnostic imaging*
  • Brain Neoplasms / diagnostic imaging*
  • Diffusion Tensor Imaging*
  • Female
  • Glioma / diagnostic imaging*
  • Humans
  • Image Processing, Computer-Assisted / methods
  • Linear Models
  • Male
  • Meningioma / diagnostic imaging*
  • Middle Aged
  • Neoplasm Metastasis
  • Neuroimaging*