Homogeneous grey matter patterns in patients with obsessive-compulsive disorder
Kathrin Koch1, Daniela Rodriguez-Manrique1, Oana Georgiana Rus-Oswald2
1Department of Neuroradiology & TUM-Neuroimaging Center (TUM-NIC), Klinikum rechts der Isar, Technische Universität München, Ismaninger Straße 22, 81675 Munich, Germany; Graduate School of Systemic Neurosciences GSN, Ludwig-Maximilians-Universität, Biocenter, Groβhaderner Strasse 2, 82152 Munich, Germany.
Obsessive-compulsive disorder (OCD) patients exhibit reduced variability in grey matter patterns across structural covariance networks. This suggests OCD
Area of Science:
- Neuroimaging
- Neuroscience
- Psychiatry
Background:
- Obsessive-compulsive disorder (OCD) is associated with changes in grey matter volume.
- Previous studies focused on whole-brain or region-of-interest analyses.
- Investigating grey matter volume within structural covariance networks in OCD is underexplored.
Purpose of the Study:
- To investigate grey matter volume within structural covariance networks in OCD patients compared to healthy controls.
- To determine if network-related grey matter volume can differentiate OCD patients.
- To explore associations between grey matter organization and clinical characteristics.
Main Methods:
- Independent Component Analysis (ICA) to derive morphometric networks from T1 images.
- Extraction and comparison of grey matter volume within ICA-derived networks.
- Logistic regression and ROC analyses for diagnostic discrimination.
- Assessment of grey matter pattern organization and correlation with clinical data.
Main Results:
- Subtle group differences in network-related grey matter volume were observed.
- Network-related grey matter volume showed poor discrimination performance.
- Significant differences in grey matter pattern organization were found: higher homogeneity and lower heterogeneity in OCD patients.
- No association between grey matter metrics and clinical characteristics.
Conclusions:
- Pathological mechanisms in OCD appear to reduce interindividual grey matter variability.
- Common characteristics of OCD may lead to more uniform, disorder-specific morphometry.
- Grey matter pattern organization, rather than volume, may be a key neurobiological feature of OCD.
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