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Network-based atrophy modeling in the common epilepsies: A worldwide ENIGMA study
journal contributionposted on 2021-04-21, 11:03 authored by S Larivière, Saud Alhusaini, Colin P. Doherty, Gianpiero CavalleriGianpiero Cavalleri, Norman DelantyNorman Delanty, Christopher D. Whelan
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.
Details of funding agencies are on the paper
CommentsThe original article is available at https://advances.sciencemag.org/
Published CitationLarivière S, et al. Network-based atrophy modeling in the common epilepsies: A worldwide ENIGMA study. Science Advances. 2020;6(47):eabc6457.
Publication Date18 Nov 2020
- Beaumont Hospital
- FutureNeuro Centre
- School of Pharmacy and Biomolecular Sciences
- Neurological and Psychiatric Disorders
PublisherAmerican Association for the Advancement of Science (AAAS)