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Updated: Jun 16, 2026

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Multimodal diffusion MRI biomarkers of white matter alterations and clinical impairment in mTBI
Maurizio Bergamino1, Lauren R Ott1, Molly M McElvogue1
1Barrow Neuroimaging Innovation Center, Barrow Neurological Institute, Phoenix, AZ, United States.
Introduction:
Mild traumatic brain injury (mTBI), which includes concussion, often results in subtle white matter abnormalities that are not detectable with conventional neuroimaging. This study investigated microstructural brain changes in individuals with subacute mTBI using advanced diffusion MRI (dMRI) techniques, including multi-shell diffusion tensor imaging (DTI), free-water corrected DTI (fw-DTI), diffusion kurtosis imaging (DKI), and neurite orientation dispersion and density imaging (NODDI).
Methods:
Twenty individuals with mTBI and 24 healthy controls (HCs) underwent dMRI and cognitive assessment with the Montreal Cognitive Assessment (MoCA); mTBI participants were also evaluated using the Extended Glasgow Outcome Scale (GOS-E). Test-retest reliability was assessed in a subset of HCs.
Results:
Compared to controls, the mTBI group showed significantly lower MoCA scores and exhibited widespread reductions in fractional anisotropy (FA), mean kurtosis (MK), and kurtosis fractional anisotropy (KFA), along with increased free-water fraction and orientation dispersion indices. NODDI metrics revealed more localized reductions in neurite density (NDI), particularly in the genu of the corpus callosum, where lower NDI was associated with poorer cognitive performance. Elevated extracellular water content and greater neurite orientation dispersion were linked to worse functional and cognitive outcomes, even in areas without notable NDI loss, suggesting that early microenvironmental changes may influence recovery. In 11 HCs, test-retest analysis showed that NODDI and fw-DTI metrics had superior reliability compared to conventional DTI.
Discussion:
These findings support the utility of advanced, multi-parametric dMRI techniques for the sensitive detection of white matter alterations related to mTBI, highlighting their potential as reliable imaging biomarkers for clinical outcomes in mTBI.
Insights
Advanced diffusion MRI techniques detect subtle white matter changes after mild traumatic brain injury (mTBI). These changes correlate with cognitive deficits, offering potential biomarkers for mTBI outcomes.
Area of Science:
- Neuroimaging
- Neurology
- Biomarkers
Background:
- Mild traumatic brain injury (mTBI), including concussion, can cause subtle white matter abnormalities undetectable by conventional neuroimaging.
- Advanced diffusion MRI (dMRI) techniques offer enhanced sensitivity for detecting these microstructural changes.
Purpose of the Study:
- To investigate microstructural brain changes in subacute mTBI using advanced dMRI.
- To assess the utility of multi-parametric dMRI techniques as imaging biomarkers for mTBI outcomes.
Main Methods:
- Twenty individuals with mTBI and 24 healthy controls (HCs) underwent multi-shell diffusion tensor imaging (DTI), free-water corrected DTI (fw-DTI), diffusion kurtosis imaging (DKI), and neurite orientation dispersion and density imaging (NODDI).
- Cognitive function was assessed using the Montreal Cognitive Assessment (MoCA); mTBI participants also received the Extended Glasgow Outcome Scale (GOS-E).
- Test-retest reliability of dMRI metrics was evaluated in a subset of HCs.
Main Results:
- The mTBI group exhibited widespread reductions in fractional anisotropy (FA), mean kurtosis (MK), and kurtosis fractional anisotropy (KFA), alongside increased free-water fraction and orientation dispersion indices compared to controls.
- Neurite density index (NDI) reductions were localized, particularly in the genu of the corpus callosum, correlating with poorer cognitive performance.
- Elevated extracellular water and greater neurite orientation dispersion were linked to worse functional and cognitive outcomes, with NODDI and fw-DTI showing superior test-retest reliability over conventional DTI.
Conclusions:
- Advanced, multi-parametric dMRI techniques are effective in detecting white matter alterations in mTBI.
- These techniques show promise as reliable imaging biomarkers for assessing clinical outcomes in mTBI patients.

