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High angular resolution diffusion-weighted imaging in mild traumatic brain injury
- Source :
- NeuroImage : Clinical, NeuroImage: Clinical, Vol 13, Iss C, Pp 174-180 (2017), NeuroImage: Clinical
- Publication Year :
- 2017
-
Abstract
- 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.<br />Highlights • Mild TBI is associated with microstructural changes in the white matter. • The global approach restricted to single-fiber voxels is robust and reliable. • Fractional anisotropy values are associated with neurological outcome.
- Subjects :
- Male
Diffusion-weighted magnetic resonance imaging
GOSe, Glasgow Outcome Scale extended
computer.software_genre
lcsh:RC346-429
030218 nuclear medicine & medical imaging
Traumatic brain injury
0302 clinical medicine
Voxel
FA, fractional anisotropy
Aged, 80 and over
medicine.diagnostic_test
Regular Article
Middle Aged
White Matter
RD, radial diffusivity
Probabilistic tractography
medicine.anatomical_structure
Neurology
PTA, post-traumatic amnesia
lcsh:R858-859.7
Female
mTBI, mild traumatic brain injury
Psychology
DW-MRI, diffusion-weighted magnetic resonance imaging
AD, axial diffusivity
Global approach
Tractography
Adult
Adolescent
Cognitive Neuroscience
lcsh:Computer applications to medicine. Medical informatics
ta3112
TBI, traumatic brain injury
White matter
Young Adult
03 medical and health sciences
Magnetic resonance imaging
Fractional anisotropy
medicine
Humans
Radiology, Nuclear Medicine and imaging
CSD, constrained-spherical deconvolution
lcsh:Neurology. Diseases of the nervous system
Brain Concussion
Aged
MD, mean diffusivity
HARDI, high angular resolution diffusion imaging
business.industry
DAI, diffuse axonal injury
medicine.disease
Hyperintensity
ta3124
TBSS, tract-based spatial statistics
Diffusion Magnetic Resonance Imaging
GCS, Glasgow Coma Scale
Human medicine
DTI, diffusion tensor imaging
Neurology (clinical)
Nuclear medicine
business
computer
030217 neurology & neurosurgery
Diffusion MRI
Subjects
Details
- Language :
- English
- ISSN :
- 22131582
- Volume :
- 13
- Database :
- OpenAIRE
- Journal :
- NeuroImage: Clinical
- Accession number :
- edsair.doi.dedup.....d64ace16455a87c1327ac5931b5841ed
- Full Text :
- https://doi.org/10.1016/j.nicl.2016.11.016