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Published on: September 12, 2011
Diffusion basis spectrum imaging of white matter in schizophrenia and bipolar disorder
Daniel Mamah1, Aakash Patel2, ShingShiun Chen2
1Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid, Campus Box 8134, St. Louis, MO, 63110, USA. mamahd@wustl.edu.
Abstract:
Multiple studies point to the role of neuroinflammation in the pathophysiology of schizophrenia (SCZ), however, there have been few in vivo tools for imaging brain inflammation. Diffusion basis spectrum imaging (DBSI) is an advanced diffusion-based MRI method developed to quantitatively assess microstructural alternations relating to neuroinflammation, axonal fiber, and other white matter (WM) pathologies. We acquired one-hour-long high-directional diffusion MRI data from young control (CON, n = 27), schizophrenia (SCZ, n = 21), and bipolar disorder (BPD, n = 21) participants aged 18-30. We applied Tract-based Spatial Statistics (TBSS) to allow whole-brain WM analyses and compare DBSI-derived isotropic and anisotropic diffusion measures between groups. Clinical relationships of DBSI metrics with clinical symptoms were assessed across SCZ and control participants. In SCZ participants, we found a generalized increase in DBSI-derived cellularity (a putative marker of neuroinflammation), a decrease in restricted fiber fraction (a putative marker of apparent axonal density), and an increase in extra-axonal water (a putative marker of vasogenic edema) across several WM tracts. There were only minimal WM abnormalities noted in BPD, mainly in regions of the corpus callosum (increase in DTI-derived RD and extra-axonal water). DBSI metrics showed significant partial correlations with psychosis and mood symptoms across groups. Our findings suggest that SCZ involves generalized white matter neuroinflammation, decreased fiber density, and demyelination, which is not seen in bipolar disorder. Larger studies are needed to identify medication-related effects. DBSI metrics could help identify high-risk groups requiring early interventions to prevent the onset of psychosis and improve outcomes.
Insights
Schizophrenia involves widespread brain inflammation and reduced fiber density in white matter, unlike bipolar disorder. Diffusion basis spectrum imaging (DBSI) may help identify individuals needing early intervention.
Area of Science:
- Neuroimaging
- Psychiatry
- Neuroinflammation
Background:
- Neuroinflammation is implicated in schizophrenia (SCZ) pathophysiology.
- In vivo imaging tools for brain inflammation are limited.
- Diffusion basis spectrum imaging (DBSI) quantifies microstructural changes in white matter (WM).
Purpose of the Study:
- To investigate white matter (WM) microstructural alterations in schizophrenia (SCZ) and bipolar disorder (BPD) using Diffusion basis spectrum imaging (DBSI).
- To compare DBSI metrics between SCZ, BPD, and control (CON) groups.
- To explore the clinical relevance of DBSI metrics in SCZ.
Main Methods:
- Acquired high-directional diffusion MRI data from 27 CON, 21 SCZ, and 21 BPD participants (aged 18-30).
- Applied Tract-based Spatial Statistics (TBSS) for whole-brain WM analysis.
- Compared DBSI-derived diffusion measures (cellularity, restricted fiber fraction, extra-axonal water) between groups and correlated with clinical symptoms.
Main Results:
- SCZ participants showed increased DBSI-derived cellularity (neuroinflammation marker), decreased restricted fiber fraction (axonal density marker), and increased extra-axonal water (vasogenic edema marker) across WM tracts.
- BPD participants exhibited minimal WM abnormalities, primarily in the corpus callosum.
- DBSI metrics significantly correlated with psychosis and mood symptoms in SCZ and CON groups.
Conclusions:
- Schizophrenia is associated with generalized white matter neuroinflammation, decreased fiber density, and demyelination.
- These DBSI-detected WM abnormalities are not observed in bipolar disorder.
- DBSI holds potential for identifying high-risk individuals for early intervention to improve outcomes.
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