Cluster analysis detection of functional MRI activity in temporal lobe epilepsy.

Morgan VL, Gore JC, Abou-Khalil B
Epilepsy Res. 2007 76 (1): 22-33

PMID: 17646086 · PMCID: PMC2003336 · DOI:10.1016/j.eplepsyres.2007.06.008

PURPOSE - The objective of this pilot study was to evaluate the ability of a novel method of cluster analysis, 2dTCA, for identifying and characterizing peak fluctuations in fMRI BOLD signals in the temporal lobes and the default-mode network in temporal lobe epilepsy (TLE) without EEG.

METHODS - BOLD fMRI images were acquired in 17 TLE patients and compared to EEG. The timing of significant transient BOLD peaks was estimated by 2dTCA, and activation maps were determined.

RESULTS - Sixteen subjects (94%) showed apparent temporal lobe activation. Mesial temporal activation was present in 76.4% (13 patients). Temporal lobe or insula activations were detected ipsilateral to the EEG focus in 64.7% (11 patients), bilaterally with no predominance in 29.4% (5 patients), and exclusively contralateral to the EEG focus in none. Eleven subjects showed activation in the so-called default-mode network including posterior cingulate, bilateral posterior parietal cortex, and sometimes anterior cingulate cortex.

CONCLUSIONS - These results demonstrate significant positive BOLD fluctuations in the temporal lobes and default-mode regions in a higher percentage of TLE patients than previously reported using other methods. These fluctuations appear physiologically relevant and suggest increased neural activity which may not be detected on scalp EEG, but which may be important in understanding the mechanisms and origins of epileptic discharges.

MeSH Terms (15)

Adult Brain Mapping Cluster Analysis Electroencephalography Epilepsy, Temporal Lobe Female Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Male Middle Aged Oxygen Pilot Projects Spectrum Analysis Temporal Lobe

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