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Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study
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 ad...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10634708/ https://www.ncbi.nlm.nih.gov/pubmed/37961570 http://dx.doi.org/10.1101/2023.10.21.562994 |
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author | 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 Reiter, Johannes Riva, Antonella Rüber, Theodor Rummel, Christian 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 Winston, Gavin P. Yasuda, Clarissa L. Zheng, Hong McDonald, Carrie R. Sisodiya, Sanjay M. Harding, Ian H. |
author_facet | 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 Reiter, Johannes Riva, Antonella Rüber, Theodor Rummel, Christian 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 Winston, Gavin P. Yasuda, Clarissa L. Zheng, Hong McDonald, Carrie R. Sisodiya, Sanjay M. Harding, Ian H. |
author_sort | Kerestes, Rebecca |
collection | PubMed |
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 (d(max)=0.49) and posterior lobe grey matter regions, including bilateral lobules VIIB (d(max)= 0.47), Crus I/II (d(max)= 0.39), VIIIA (d(max)=0.45) and VIIIB (d(max)=0.40). Earlier age at seizure onset (ηρ(2)(max)=0.05) and longer epilepsy duration (ηρ(2)(max)=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. |
format | Online Article Text |
id | pubmed-10634708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-106347082023-11-13 Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study 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 Reiter, Johannes Riva, Antonella Rüber, Theodor Rummel, Christian 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 Winston, Gavin P. Yasuda, Clarissa L. Zheng, Hong McDonald, Carrie R. Sisodiya, Sanjay M. Harding, Ian H. bioRxiv Article 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 (d(max)=0.49) and posterior lobe grey matter regions, including bilateral lobules VIIB (d(max)= 0.47), Crus I/II (d(max)= 0.39), VIIIA (d(max)=0.45) and VIIIB (d(max)=0.40). Earlier age at seizure onset (ηρ(2)(max)=0.05) and longer epilepsy duration (ηρ(2)(max)=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. Cold Spring Harbor Laboratory 2023-10-23 /pmc/articles/PMC10634708/ /pubmed/37961570 http://dx.doi.org/10.1101/2023.10.21.562994 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article 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 Reiter, Johannes Riva, Antonella Rüber, Theodor Rummel, Christian 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 Winston, Gavin P. Yasuda, Clarissa L. Zheng, Hong McDonald, Carrie R. Sisodiya, Sanjay M. Harding, Ian H. Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study |
title | Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study |
title_full | Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study |
title_fullStr | Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study |
title_full_unstemmed | Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study |
title_short | Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study |
title_sort | patterns of subregional cerebellar atrophy across epilepsy syndromes: an enigma-epilepsy study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10634708/ https://www.ncbi.nlm.nih.gov/pubmed/37961570 http://dx.doi.org/10.1101/2023.10.21.562994 |
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