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  3. Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study.
 

Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study.

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BORIS DOI
10.48350/196334
Publisher DOI
10.1101/2023.10.21.562994
PubMed ID
37961570
Description
OBJECTIVE

The intricate neuroanatomical structure of the cerebellum is of longstanding interest in epilepsy, but has been poorly characterized within the current cortico-centric models of this disease. We quantified cross-sectional regional cerebellar lobule volumes using structural MRI in 1,602 adults with epilepsy and 1,022 healthy controls across twenty-two sites from the global ENIGMA-Epilepsy working group.

METHODS

A state-of-the-art deep learning-based approach was employed that parcellates the cerebellum into 28 neuroanatomical subregions. Linear mixed models compared total and regional cerebellar volume in i) all epilepsies; ii) temporal lobe epilepsy with hippocampal sclerosis (TLE-HS); iii) non-lesional temporal lobe epilepsy (TLE-NL); iv) genetic generalised epilepsy; and (v) extra-temporal focal epilepsy (ETLE). Relationships were examined for cerebellar volume versus age at seizure onset, duration of epilepsy, phenytoin treatment, and cerebral cortical thickness.

RESULTS

Across all epilepsies, reduced total cerebellar volume was observed (d=0.42). Maximum volume loss was observed in the corpus medullare (dmax=0.49) and posterior lobe grey matter regions, including bilateral lobules VIIB (dmax= 0.47), Crus I/II (dmax= 0.39), VIIIA (dmax=0.45) and VIIIB (dmax=0.40). Earlier age at seizure onset (ηρ2max=0.05) and longer epilepsy duration (ηρ2max=0.06) correlated with reduced volume in these regions. Findings were most pronounced in TLE-HS and ETLE with distinct neuroanatomical profiles observed in the posterior lobe. Phenytoin treatment was associated with reduced posterior lobe volume. Cerebellum volume correlated with cerebral cortical thinning more strongly in the epilepsy cohort than in controls.

SIGNIFICANCE

We provide robust evidence of deep cerebellar and posterior lobe subregional grey matter volume loss in patients with chronic epilepsy. Volume loss was maximal for posterior subregions implicated in non-motor functions, relative to motor regions of both the anterior and posterior lobe. Associations between cerebral and cerebellar changes, and variability of neuroanatomical profiles across epilepsy syndromes argue for more precise incorporation of cerebellum subregions into neurobiological models of epilepsy.
Date of Publication
2023-10-23
Publication Type
Working Paper
Subject(s)
600 Technology > 610 Medicine & health
Keyword(s)
MRI anterior lobe cerebellum epilepsy posterior lobe
Language(s)
en
Contributor(s)
Kerestes, Rebecca
Perry, Andrew
Vivash, Lucy
O'Brien, Terence J
Alvim, Marina K M
Arienzo, Donatello
Aventurato, Ítalo K
Ballerini, Alice
Baltazar, Gabriel F
Bargalló, Núria
Bender, Benjamin
Brioschi, Ricardo
Bürkle, Eva
Caligiuri, Maria Eugenia
Cendes, Fernando
de Tisi, Jane
Duncan, John S
Engel, Jerome P
Foley, Sonya
Fortunato, Francesco
Gambardella, Antonio
Giacomini, Thea
Guerrini, Renzo
Hall, Gerard
Hamandi, Khalid
Ives-Deliperi, Victoria
João, Rafael B
Keller, Simon S
Kleiser, Benedict
Labate, Angelo
Lenge, Matteo
Marotta, Cassandra
Martin, Pascal
Mascalchi, Mario
Meletti, Stefano
Owens-Walton, Conor
Parodi, Costanza B
Pascual-Diaz, Saül
Powell, David
Rao, Jun
Rebsamen, Michael Andreasorcid-logo
Universitätsinstitut für Diagnostische und Interventionelle Neuroradiologie (DIN)
Reiter, Johannes
Riva, Antonella
Rüber, Theodor
Rummel, Christian
Universitätsinstitut für Diagnostische und Interventionelle Neuroradiologie (DIN)
Scheffler, Freda
Severino, Mariasavina
Silva, Lucas S
Staba, Richard J
Stein, Dan J
Striano, Pasquale
Taylor, Peter N
Thomopoulos, Sophia I
Thompson, Paul M
Tortora, Domenico
Vaudano, Anna Elisabetta
Weber, Bernd
Wiest, Roland Gerhard Rudi
Universitätsinstitut für Diagnostische und Interventionelle Neuroradiologie (DIN)
Winston, Gavin P
Yasuda, Clarissa L
Zheng, Hong
McDonald, Carrie R
Sisodiya, Sanjay M
Harding, Ian H
Additional Credits
Universitätsinstitut für Diagnostische und Interventionelle Neuroradiologie (DIN)
Series
bioRxiv : the preprint server for biology
Publisher
Cold Spring Harbor Laboratory
Access(Rights)
open.access
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