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Algebraic relationship between the structural network's Laplacian and functional network's adjacency matrix is preserved in temporal lobe epilepsy subjects.

Authors :
Abdelnour, Farras
Dayan, Michael
Devinsky, Orrin
Thesen, Thomas
Raj, Ashish
Source :
NeuroImage. Mar2021, Vol. 228, pN.PAG-N.PAG. 1p.
Publication Year :
2021

Abstract

The relationship between anatomic and resting state functional connectivity of large-scale brain networks is a major focus of current research. In previous work, we introduced a model based on eigen decomposition of the Laplacian which predicts the functional network from the structural network in healthy brains. In this work, we apply the eigen decomposition model to two types of epilepsy; temporal lobe epilepsy associated with mesial temporal sclerosis, and MRI-normal temporal lobe epilepsy. Our findings show that the eigen relationship between function and structure holds for patients with temporal lobe epilepsy as well as normal individuals. These results suggest that the brain under TLE conditions reconfigures and rewires the fine-scale connectivity (a process which the model parameters are putatively sensitive to), in order to achieve the necessary structure-function relationship. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10538119
Volume :
228
Database :
Academic Search Index
Journal :
NeuroImage
Publication Type :
Academic Journal
Accession number :
148659242
Full Text :
https://doi.org/10.1016/j.neuroimage.2020.117705