TY - JOUR
T1 - High angular resolution diffusion-weighted imaging in mild traumatic brain injury
AU - Mohammadian, Mehrbod
AU - Roine, Timo
AU - Hirvonen, Jussi
AU - Kurki, Timo
AU - Ala-Seppälä, Henna
AU - Frantzén, Janek
AU - Katila, Ari
AU - Kyllönen, Anna
AU - Maanpää, Henna Riikka
AU - Posti, Jussi
AU - Takala, Riikka
AU - Tallus, Jussi
AU - Tenovuo, Olli
PY - 2017/1/1
Y1 - 2017/1/1
N2 - We sought to investigate white matter abnormalities in mild traumatic brain injury (mTBI) using diffusion-weighted magnetic resonance imaging (DW-MRI). We applied a global approach based on tract-based spatial statistics skeleton as well as constrained spherical deconvolution tractography. DW-MRI was performed on 102 patients with mTBI within two months post-injury and 30 control subjects. A robust global approach considering only the voxels with a single-fiber configuration was used in addition to global analysis of the tract skeleton and probabilistic whole-brain tractography. In addition, we assessed whether the microstructural parameters correlated with age, time from injury, patient's outcome and white matter MRI hyperintensities. We found that whole-brain global approach restricted to single-fiber voxels showed significantly decreased fractional anisotropy (FA) (p = 0.002) and increased radial diffusivity (p = 0.011) in patients with mTBI compared with controls. The results restricted to single-fiber voxels were more significant and reproducible than those with the complete tract skeleton or the whole-brain tractography. FA correlated with patient outcomes, white matter hyperintensities and age. No correlation was observed between FA and time of scan post-injury. In conclusion, the global approach could be a promising imaging biomarker to detect white matter abnormalities following traumatic brain injury.
AB - We sought to investigate white matter abnormalities in mild traumatic brain injury (mTBI) using diffusion-weighted magnetic resonance imaging (DW-MRI). We applied a global approach based on tract-based spatial statistics skeleton as well as constrained spherical deconvolution tractography. DW-MRI was performed on 102 patients with mTBI within two months post-injury and 30 control subjects. A robust global approach considering only the voxels with a single-fiber configuration was used in addition to global analysis of the tract skeleton and probabilistic whole-brain tractography. In addition, we assessed whether the microstructural parameters correlated with age, time from injury, patient's outcome and white matter MRI hyperintensities. We found that whole-brain global approach restricted to single-fiber voxels showed significantly decreased fractional anisotropy (FA) (p = 0.002) and increased radial diffusivity (p = 0.011) in patients with mTBI compared with controls. The results restricted to single-fiber voxels were more significant and reproducible than those with the complete tract skeleton or the whole-brain tractography. FA correlated with patient outcomes, white matter hyperintensities and age. No correlation was observed between FA and time of scan post-injury. In conclusion, the global approach could be a promising imaging biomarker to detect white matter abnormalities following traumatic brain injury.
KW - Diffusion-weighted magnetic resonance imaging
KW - Global approach
KW - Magnetic resonance imaging
KW - Probabilistic tractography
KW - Traumatic brain injury
UR - http://www.scopus.com/inward/record.url?scp=84999252404&partnerID=8YFLogxK
U2 - 10.1016/j.nicl.2016.11.016
DO - 10.1016/j.nicl.2016.11.016
M3 - Article
C2 - 27981032
AN - SCOPUS:84999252404
SN - 2213-1582
VL - 13
SP - 174
EP - 180
JO - NeuroImage: Clinical
JF - NeuroImage: Clinical
ER -