Serial diffusion tensor imaging for early detection of radiation-induced injuries to normal-appearing white matter in high-grade glioma patients

J Magn Reson Imaging. 2015 Feb;41(2):414-23. doi: 10.1002/jmri.24533. Epub 2014 Jan 8.

Abstract

Purpose: To study the potential of diffusion tensor imaging (DTI) to serve as a biomarker for radiation-induced brain injury during chemo-radiotherapy (RT) treatment.

Materials and methods: Serial DTI data were collected from 18 high-grade glioma (HGG) patients undergoing RT and 7 healthy controls. Changes across time in mean, standard deviation (SD), skewness, and kurtosis of fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (λa ), and transversal diffusivity (λt ) within the normal-appearing white matter (NAWM) were modeled using a linear mixed-effects model to assess dose dependent changes of five dose bins (0-60 Gy), and global changes compared with a control group.

Results: Mean MD, λa and λt were all significantly increasing in >41 Gy dose regions (0.14%, 0.10%, and 0.18% per week) compared with <12 Gy regions. SD λt had significant dose dependent time evolution of 0.019*dose per week. Mean and SD MD, λa and λt in the global NAWM of the patient group significantly increased (mean; 0.06%, 0.03%, 0.09%, and SD; 0.57%, 0.34%, 0.51 per week) compared with the control group. The changes were significant at week 6 of, or immediately after RT.

Conclusion: DTI is not sensitive to acute global NAWM changes during the treatment of HGG, but sensitive to early posttreatment changes.

Keywords: diffusion tensor imaging; glioblastoma tumors; longitudinal analysis; radiation injury; white matter.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Anisotropy
  • Brain Neoplasms / radiotherapy*
  • Brain Neoplasms / surgery
  • Case-Control Studies
  • Combined Modality Therapy
  • Diffusion Tensor Imaging / methods*
  • Female
  • Glioma / radiotherapy*
  • Glioma / surgery
  • Humans
  • Image Interpretation, Computer-Assisted
  • Male
  • Middle Aged
  • Neoplasm Grading
  • Radiation Injuries / diagnosis*
  • White Matter / radiation effects*