Literature DB >> 33385550

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

Farras Abdelnour1, Michael Dayan2, Orrin Devinsky3, Thomas Thesen4, Ashish Raj5.   

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.
Copyright © 2020. Published by Elsevier Inc.

Entities:  

Keywords:  Laplacian; brain networks; eigen decomposition; epilepsy; functional network; graph theory; structural network

Year:  2020        PMID: 33385550     DOI: 10.1016/j.neuroimage.2020.117705

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  2 in total

1.  Predicting Functional Connectivity From Observed and Latent Structural Connectivity via Eigenvalue Mapping.

Authors:  Jennifer A Cummings; Benjamin Sipes; Daniel H Mathalon; Ashish Raj
Journal:  Front Neurosci       Date:  2022-03-15       Impact factor: 4.677

2.  Spectral graph theory of brain oscillations--Revisited and improved.

Authors:  Parul Verma; Srikantan Nagarajan; Ashish Raj
Journal:  Neuroimage       Date:  2022-01-17       Impact factor: 7.400

  2 in total

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