Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive

Kouhei Kamiya1,2, Naohiro Okada3, Kingo Sawada3

  • 1Department of Radiology, The University of Tokyo, Tokyo, Japan.

NMR in Biomedicine
|May 31, 2018
PubMed

Insights

Diffusion kurtosis imaging (DKI) reveals widespread white matter abnormalities in major depressive disorder (MDD) patients, offering a more sensitive approach than diffusion tensor imaging (DTI) for understanding brain changes in MDD.

Area of Science:

  • Neuroimaging
  • Psychiatry
  • Biophysics

Background:

  • Major depressive disorder (MDD) is a common psychiatric disorder linked to disrupted neural circuits governing emotional regulation.
  • Previous diffusion tensor imaging (DTI) studies indicated reduced white matter integrity in MDD, primarily in frontal regions.
  • Diffusion kurtosis imaging (DKI) studies in MDD remain limited, despite its potential for detecting subtle microstructural changes.

Purpose of the Study:

  • To investigate brain microstructural abnormalities in MDD using whole-brain DKI analysis.
  • To compare DKI findings with conventional DTI metrics.
  • To explore the underlying white matter pathology using biophysical modeling.

Main Methods:

  • Whole-brain DKI analysis with tract-based spatial statistics (TBSS) was performed on 26 MDD patients and 42 controls.
  • Compartment model analysis focused on the corpus callosum to investigate microstructural pathology.
  • Key DKI metrics including mean kurtosis (MK) and radial kurtosis (RK) were analyzed alongside fractional anisotropy (FA).

Main Results:

  • MDD patients exhibited significantly reduced FA in the genu and frontal body of the corpus callosum.
  • Widespread reductions in MK and RK were observed in MDD, extending beyond frontal lobes to parietal, occipital, and temporal regions.
  • Compartment modeling indicated reduced intra-neurite signal fraction and increased fiber dispersion in specific corpus callosum regions.

Conclusions:

  • DKI demonstrates superior sensitivity in detecting microstructural brain alterations in MDD compared to DTI.
  • Abnormalities in white matter integrity, including reduced neurite density and increased fiber dispersion, are evident in MDD.
  • Diffusion MRI combined with biophysical modeling shows promise for elucidating the pathophysiology of MDD.

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