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Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
Published on: August 5, 2014
Altered interhemispheric functional homotopy and connectivity in temporal lobe epilepsy based on fMRI and
Ke Shi1, Xiaomin Pang1, Yiling Wang2
1Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China.
Temporal lobe epilepsy (TLE) alters brain connectivity, with functional magnetic resonance imaging (fMRI) revealing changes in functional connectivity and homotopic connectivity. These brain alterations correlate with anxiety and aid in TLE classification.
Area of Science:
- Neuroscience
- Radiology
- Psychiatry
Background:
- Temporal lobe epilepsy (TLE) is a common neurological disorder characterized by recurrent seizures originating in the temporal lobe.
- Understanding the neurobiological underpinnings of TLE, particularly alterations in brain connectivity, is crucial for diagnosis and treatment.
- Functional magnetic resonance imaging (fMRI) offers a non-invasive method to investigate brain functional organization and connectivity.
Purpose of the Study:
- To investigate changes in whole-brain functional homotopy and functional connectivity (FC) in patients with TLE.
- To identify brain regions critical for classifying TLE using fMRI data.
- To explore the correlation between altered brain connectivity and neuropsychological status, including anxiety and depression.
Main Methods:
- fMRI data were acquired from patients with TLE and matched healthy controls.
- Voxel-mirrored homotopic connectivity (VMHC) and FC analyses were performed.
- Multivariate pattern analysis (MVPA) was used to determine the classification accuracy and the contribution of different brain regions based on VMHC.
Main Results:
- Patients with TLE showed decreased functional coordination in the bilateral inferior temporal gyrus (ITG) and increased functional homotopy in the bilateral lingual gyrus compared to controls.
- TLE patients exhibited lower cognitive function (Montreal Cognitive Assessment) and higher anxiety and depression scores (HAMA, Hamilton Depression Scales), with HAMA scores correlating with altered bilateral ITG.
- FC analysis revealed increased connections between the right lingual gyrus and the left superior temporal gyrus/left insula. MVPA achieved 68.49% classification accuracy, highlighting the temporal lobe, cerebellum, and parietal lobe as significant contributors.
Conclusions:
- Functional homotopy and connectivity are altered in TLE, and these changes are associated with anxiety levels.
- Abnormal VMHC patterns are a significant fMRI biomarker for TLE.
- fMRI, particularly VMHC analysis, can aid in classifying TLE, with specific brain regions playing a decisive role.
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