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

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.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Abdelnour F,Dayan M,Devinsky O,Thesen T,Raj A

doi

10.1016/j.neuroimage.2020.117705

subject

Has Abstract

pub_date

2020-12-30 00:00:00

pages

117705

eissn

1053-8119

issn

1095-9572

pii

S1053-8119(20)31190-3

journal_volume

228

pub_type

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