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Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
Published on: August 5, 2014
Disrupted causal connectivity in mesial temporal lobe epilepsy
Gong-Jun Ji1, Zhiqiang Zhang, Han Zhang
1National Key Laboratory of Cognitive Neuroscience and Learning, School of Brian and Cognitive Sciences, Beijing Normal University, Beijing, China.
Abstract:
Although mesial temporal lobe epilepsy (mTLE) is characterized by the pathological changes in mesial temporal lobe, function alteration was also found in extratemporal regions. Our aim is to investigate the information flow between the epileptogenic zone (EZ) and other brain regions. Resting-state functional magnetic resonance imaging (RS-fMRI) data were recorded from 23 patients with left mTLE and matched controls. We first identified the potential EZ using the amplitude of low-frequency fluctuation (ALFF) of RS-fMRI signal, then performed voxel-wise Granger causality analysis between EZ and the whole brain. Relative to controls, patients demonstrated decreased driving effect from EZ to thalamus and basal ganglia, and increased feedback. Additionally, we found an altered causal relation between EZ and cortical networks (default mode network, limbic system, visual network and executive control network). The influence from EZ to right precuneus and brainstem negatively correlated with disease duration, whereas that from the right hippocampus, fusiform cortex, and lentiform nucleus to EZ showed positive correlation. These findings demonstrate widespread brain regions showing abnormal functional interaction with EZ. In addition, increased ALFF in EZ was positively correlated with the increased driving effect on EZ in patients, but not in controls. This finding suggests that the initiation of epileptic activity depends not only on EZ itself, but also on the activity emerging in large-scale macroscopic brain networks. Overall, this study suggests that the causal topological organization is disrupted in mTLE, providing valuable information to understand the pathophysiology of this disorder.
Insights
Mesial temporal lobe epilepsy (mTLE) disrupts brain communication. Patients show altered information flow between the seizure focus and other brain regions, impacting networks essential for brain function.
Area of Science:
- Neuroscience
- Epileptology
- Systems Neuroscience
Background:
- Mesial temporal lobe epilepsy (mTLE) involves pathological changes in the temporal lobe.
- Functional alterations extend beyond the temporal lobe to extratemporal regions.
- Understanding information flow between the epileptogenic zone (EZ) and other brain areas is crucial.
Purpose of the Study:
- To investigate the information flow between the epileptogenic zone (EZ) and other brain regions in patients with left mTLE.
- To identify alterations in causal interactions between the EZ and widespread brain networks.
Main Methods:
- Resting-state functional magnetic resonance imaging (RS-fMRI) data from 23 left mTLE patients and matched controls.
- Identification of the potential EZ using amplitude of low-frequency fluctuation (ALFF).
- Voxel-wise Granger causality analysis to assess information flow between the EZ and the whole brain.
Main Results:
- Patients showed decreased EZ to thalamus/basal ganglia driving effects and increased feedback.
- Altered causal relationships were observed between the EZ and cortical networks (default mode, limbic, visual, executive control).
- EZ influence on specific regions correlated with disease duration; feedback to EZ correlated with disease progression.
Conclusions:
- mTLE is associated with widespread abnormal functional interactions between the EZ and other brain regions.
- Epileptic activity initiation may depend on both the EZ and large-scale brain network activity.
- Causal topological organization is disrupted in mTLE, offering insights into its pathophysiology.
