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Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
Published on: August 5, 2014
Abnormal functional connectivity patterns in temporal lobe epilepsy-An international ENIGMA-epilepsy study.
Victoria Ives-Deliperi1, Jonathan Ipser1, James T Butler2
1Department of Psychiatry and Mental Health, Neuroscience Institute, University of Cape Town, Cape Town, South Africa.
Temporal lobe epilepsy (TLE) shows reduced within-network connectivity and increased between-network connectivity across major brain networks. These reproducible findings in TLE patients suggest widespread network reorganization impacting cognition and seizures.
Area of Science:
- Neuroscience
- Epilepsy Research
- Brain Network Analysis
Background:
- Temporal lobe epilepsy (TLE) affects multiple brain networks, with known alterations in resting-state networks (RSNs) crucial for higher cognitive functions.
- Understanding these network disruptions is key to addressing cognitive comorbidities and seizure propagation in TLE.
Purpose of the Study:
- To identify reproducible patterns of altered functional connectivity in TLE using a large, international cohort via the ENIGMA-Epilepsy project.
- To investigate alterations in whole-brain connectivity within and between major RSNs in TLE patients compared to healthy controls.
Main Methods:
- Analysis of resting-state functional MRI data from 442 individuals with TLE and 387 healthy adults across nine international centers.
- Examination of group differences in whole-brain connectivity across seven major RSNs, including the default mode network (DMN).
- Assessment of associations between connectivity patterns and clinical variables like age of seizure onset and disease duration.
Main Results:
- TLE patients exhibited significantly lower within-network connectivity (average 13.6% decrease) and higher between-network connectivity (average 129% increase) in non-limbic RSNs.
- These connectivity patterns were highly reproducible across all seven participating sites and most prominent in the DMN and visual networks.
- Connectivity alterations were largely independent of age of seizure onset or disease duration and showed minimal differences between left and right TLE.
Conclusions:
- The study provides robust evidence for widespread, consistent disruption of brain network organization in TLE across diverse geographical sites.
- Findings indicate reduced intra-network connectivity and increased inter-network connectivity as a hallmark of TLE.
- This network reorganization may underlie the cognitive impairments and seizure propagation patterns observed in individuals with TLE.
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