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.

Abstract

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.

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