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Network-based atrophy modeling in the common epilepsies: A worldwide ENIGMA study.

Authors :
Larivière S
Rodríguez-Cruces R
Royer J
Caligiuri ME
Gambardella A
Concha L
Keller SS
Cendes F
Yasuda C
Bonilha L
Gleichgerrcht E
Focke NK
Domin M
von Podewills F
Langner S
Rummel C
Wiest R
Martin P
Kotikalapudi R
O'Brien TJ
Sinclair B
Vivash L
Desmond PM
Alhusaini S
Doherty CP
Cavalleri GL
Delanty N
Kälviäinen R
Jackson GD
Kowalczyk M
Mascalchi M
Semmelroch M
Thomas RH
Soltanian-Zadeh H
Davoodi-Bojd E
Zhang J
Lenge M
Guerrini R
Bartolini E
Hamandi K
Foley S
Weber B
Depondt C
Absil J
Carr SJA
Abela E
Richardson MP
Devinsky O
Severino M
Striano P
Tortora D
Hatton SN
Vos SB
Duncan JS
Whelan CD
Thompson PM
Sisodiya SM
Bernasconi A
Labate A
McDonald CR
Bernasconi N
Bernhardt BC
Source :
Science advances [Sci Adv] 2020 Nov 18; Vol. 6 (47). Date of Electronic Publication: 2020 Nov 18 (Print Publication: 2020).
Publication Year :
2020

Abstract

Epilepsy is increasingly conceptualized as a network disorder. In this cross-sectional mega-analysis, we integrated neuroimaging and connectome analysis to identify network associations with atrophy patterns in 1021 adults with epilepsy compared to 1564 healthy controls from 19 international sites. In temporal lobe epilepsy, areas of atrophy colocalized with highly interconnected cortical hub regions, whereas idiopathic generalized epilepsy showed preferential subcortical hub involvement. These morphological abnormalities were anchored to the connectivity profiles of distinct disease epicenters, pointing to temporo-limbic cortices in temporal lobe epilepsy and fronto-central cortices in idiopathic generalized epilepsy. Negative effects of age on atrophy further revealed a strong influence of connectome architecture in temporal lobe, but not idiopathic generalized, epilepsy. Our findings were reproduced across individual sites and single patients and were robust across different analytical methods. Through worldwide collaboration in ENIGMA-Epilepsy, we provided deeper insights into the macroscale features that shape the pathophysiology of common epilepsies.<br /> (Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC).)

Details

Language :
English
ISSN :
2375-2548
Volume :
6
Issue :
47
Database :
MEDLINE
Journal :
Science advances
Publication Type :
Academic Journal
Accession number :
33208365
Full Text :
https://doi.org/10.1126/sciadv.abc6457