Cognitive performance and brain structural connectome alterations in major depressive disorder.
Marius Gruber1,2, Marco Mauritz1, Susanne Meinert1,3
1Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany.
Psychological Medicine
|February 8, 2023
Summary
Major depressive disorder (MDD) is linked to cognitive deficits and altered brain connectivity. This study reveals specific brain networks connecting cognition and depression severity, suggesting structural changes may explain cognitive impairments in MDD.
Area of Science:
- Neuroscience
- Psychiatry
- Medical Imaging
Background:
- Major depressive disorder (MDD) is associated with cognitive dysfunction and changes in brain structural connectivity.
- The precise relationship between cognitive impairments and brain network alterations in MDD remains unclear.
Purpose of the Study:
- To investigate cognition-related structural brain networks in individuals with major depressive disorder (MDD).
- To explore the association between cognitive factors, depressive symptom severity, and structural connectivity within identified brain networks.
Main Methods:
- Assessed cognitive performance in 805 healthy and 679 MDD individuals using 14 cognitive tests.
- Reconstructed the structural connectome using MRI (structural and diffusion-weighted).
- Employed linear regressions and network-based statistics to identify cognition-related subnetworks and assess connectivity differences.
Main Results:
- All cognitive factors correlated with global connectivity strength.
- Specific subnetworks linked to cognitive factors were identified; for example, processing speed was associated with a distinct subnetwork.
- Acutely depressed patients exhibited reduced connectivity within the processing speed subnetwork compared to controls.
- Subnetwork connectivity strength correlated with current depressive symptom severity, irrespective of illness history.
Conclusions:
- This study identifies cognition-related structural brain networks in MDD for the first time.
- Findings reveal associations between cognitive deficits, depressive symptoms, and reduced structural connectivity in MDD.
- Structural connectome alterations may mediate the link between cognitive deficits and depression severity in MDD.
Keywords:
cognitive performanceconnectomicsdepressive symptomsgraph theoryprocessing speedtractographyMore Related Videos
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