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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
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.
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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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