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Updated: Jun 16, 2026

Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms
Published on: November 1, 2019
Cortical network analysis in patients affected by schizophrenia.
Fabrizio De Vico Fallani1, Antongiulio Maglione, Fabio Babiloni
1IRCCS Fondazione Santa Lucia, Rome, Italy. fabrizio.devicofallani@uniroma1.it
Schizophrenic patients exhibit altered brain functional networks during memory tasks, particularly in the Alpha2 band. Their networks show significant changes compared to controls, with compensatory frontal lobe activation.
Area of Science:
- Neuroscience
- Psychiatry
- Brain Imaging
Background:
- Schizophrenia (SCHZ) is a complex mental disorder affecting cognitive functions.
- Understanding brain functional network alterations is crucial for SCHZ research.
- Working memory tasks are often impaired in individuals with SCHZ.
Purpose of the Study:
- To investigate structural changes in brain functional networks in SCHZ patients.
- To compare network alterations during a 2-back working memory task versus rest.
- To identify specific frequency bands and brain regions involved in these changes.
Main Methods:
- Utilized high-resolution electroencephalography (EEG) to obtain cortical signals.
- Employed realistic head models and linear inverse solutions for signal analysis.
- Estimated functional networks using spectral coherence and graph theory metrics (density, node degree).
Main Results:
- Significant differences in cortical functional networks were observed in the Alpha2 frequency band (11-13 Hz) between SCHZ patients and controls.
- SCHZ networks showed radical structural alterations during the memory task, with increased deviations from the resting state compared to controls.
- A compensatory mechanism was identified in SCHZ patients performing the task correctly, characterized by frontal asymmetry (higher left frontal lobe activation) in the Alpha2 band.
Conclusions:
- Brain functional network structure, particularly in the Alpha2 band, is significantly disrupted in schizophrenia.
- These disruptions are exacerbated during working memory tasks, suggesting a role in cognitive deficits.
- Compensatory mechanisms involving frontal lobe activation may aid in task performance despite network alterations.
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