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

Author:

Kerestes Rebecca1ORCID,Perry Andrew2,Vivash Lucy1ORCID,O'Brien Terence J.13,Alvim Marina K. M.45,Arienzo Donatello6,Aventurato Ítalo K.45,Ballerini Alice7ORCID,Baltazar Gabriel F.45,Bargalló Núria8910,Bender Benjamin11,Brioschi Ricardo45,Bürkle Eva11,Caligiuri Maria Eugenia12ORCID,Cendes Fernando45ORCID,de Tisi Jane13,Duncan John S.13,Engel Jerome P.14,Foley Sonya15,Fortunato Francesco16ORCID,Gambardella Antonio1216ORCID,Giacomini Thea17ORCID,Guerrini Renzo1819,Hall Gerard20ORCID,Hamandi Khalid1521,Ives‐Deliperi Victoria22ORCID,João Rafael B.45,Keller Simon S.2324ORCID,Kleiser Benedict25ORCID,Labate Angelo2627ORCID,Lenge Matteo18,Marotta Cassandra28,Martin Pascal25,Mascalchi Mario2930,Meletti Stefano731ORCID,Owens‐Walton Conor32,Parodi Costanza B.33ORCID,Pascual‐Diaz Saül8,Powell David2,Rao Jun6,Rebsamen Michael34ORCID,Reiter Johannes3536ORCID,Riva Antonella33ORCID,Rüber Theodor3536ORCID,Rummel Christian34,Scheffler Freda2237,Severino Mariasavina33ORCID,Silva Lucas S.45,Staba Richard J.14,Stein Dan J.38,Striano Pasquale1733ORCID,Taylor Peter N.1320ORCID,Thomopoulos Sophia I.32,Thompson Paul M.32,Tortora Domenico33,Vaudano Anna Elisabetta731ORCID,Weber Bernd39,Wiest Roland34,Winston Gavin P.134041ORCID,Yasuda Clarissa L.45,Zheng Hong32,McDonald Carrie R.642,Sisodiya Sanjay M.1343ORCID,Harding Ian H.144

Affiliation:

1. Department of Neuroscience, Central Clinical School Monash University Melbourne Victoria Australia

2. Monash Bioinformatics Platform Monash University Melbourne Victoria Australia

3. Department of Medicine and Neurology, The Royal Melbourne Hospital The University of Melbourne Parkville Victoria Australia

4. Department of Neurology University of Campinas Campinas Brazil

5. Brazilian Institute of Neuroscience and Neurotechnology Campinas Brazil

6. Department of Psychiatry, Center for Multimodal Imaging and Genetics University of California San Diego La Jolla California USA

7. Department of Biomedical, Metabolic, and Neural Sciences University of Modena and Reggio Emilia Modena Italy

8. Magnetic Resonance Image Core Facility, Institut d'Investigacions Biomèdiques August Pi i Sunyer Universitat de Barcelona Barcelona Spain

9. Department of Radiology of Center of Image Diagnosis Hospital Clinic de Barcelona Barcelona Spain

10. Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM) Madrid Spain

11. Department of Radiology, Diagnostic and Interventional Neuroradiology University Hospital Tübingen Tübingen Germany

12. Neuroscience Research Center, Department of Medical and Surgical Sciences University “Magna Græcia" of Catanzaro Catanzaro Italy

13. Department of Clinical and Experimental Epilepsy UCL Queen Square Institute of Neurology London UK

14. Department of Neurology David Geffen School of Medicine at UCLA Los Angeles California USA

15. Cardiff University Brain Research Imaging Centre, School of Psychology Cardiff UK

16. Department of Medical and Surgical Sciences, Institute of Neurology University “Magna Græcia" of Catanzaro Catanzaro Italy

17. Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health University of Genoa Genoa Italy

18. Meyer Children's Hospital IRCCS Florence Italy

19. University of Florence Florence Italy

20. School of Computing Newcastle University Newcastle Upon Tyne UK

21. Welsh Epilepsy Unit, Department of Neurology University Hospital of Wales Cardiff UK

22. Neuroscience Institute University of Cape Town Cape Town South Africa

23. Institute of Systems, Molecular and Integrative Biology University of Liverpool Liverpool UK

24. Walton Centre NHS Foundation Trust Liverpool UK

25. Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research University of Tübingen Tübingen Germany

26. Neurophysiopathology and Movement Disorders Clinic University of Messina Messina Italy

27. Regional Epilepsy Center University of Messina Messina Italy

28. Department of Neurology Alfred Health Melbourne Victoria Australia

29. "Mario Serio" Department of Clinical and Experimental Medical Sciences University of Florence Florence Italy

30. Division of Epidemiology and Clinical Governance Institute for Study, Prevention and Network in Oncology of the Tuscany Region Florence Italy

31. Neurology Unit, OCB Hospital Azienda Ospedaliera–Universitaria Modena Modena Italy

32. Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine University of Southern California Marina del Rey California USA

33. IRCCS Istituto "Giannina Gaslini" Genoa Italy

34. Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital University of Bern Bern Switzerland

35. Department of Epileptology University Hospital Bonn Bonn Germany

36. Department of Neuroradiology University Hospital Bonn Bonn Germany

37. Department of Psychiatry and Mental Health University of Cape Town Cape Town South Africa

38. SAMRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute University of Cape Town Cape Town South Africa

39. Institute of Experimental Epileptology and Cognition Research University of Bonn Bonn Germany

40. Epilepsy Society MRI Unit Chalfont St. Peter UK

41. Department of Medicine (Division of Neurology) Queen's University Kingston Kingston Ontario Canada

42. Department of Radiation Medicine and Applied Sciences University of California San Diego La Jolla California USA

43. Chalfont Centre for Epilepsy Bucks UK

44. Monash Biomedical Imaging Monash University Melbourne Victoria Australia

Abstract

AbstractObjectiveThe intricate neuroanatomical structure of the cerebellum is of longstanding interest in epilepsy, but has been poorly characterized within the current corticocentric models of this disease. We quantified cross‐sectional regional cerebellar lobule volumes using structural magnetic resonance imaging in 1602 adults with epilepsy and 1022 healthy controls across 22 sites from the global ENIGMA‐Epilepsy working group.MethodsA 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 (1) all epilepsies, (2) temporal lobe epilepsy with hippocampal sclerosis (TLE‐HS), (3) nonlesional temporal lobe epilepsy, (4) genetic generalized epilepsy, and (5) extratemporal focal epilepsy (ETLE). Relationships were examined for cerebellar volume versus age at seizure onset, duration of epilepsy, phenytoin treatment, and cerebral cortical thickness.ResultsAcross all epilepsies, reduced total cerebellar volume was observed (d = .42). Maximum volume loss was observed in the corpus medullare (dmax = .49) and posterior lobe gray matter regions, including bilateral lobules VIIB (dmax = .47), crus I/II (dmax = .39), VIIIA (dmax = .45), and VIIIB (dmax = .40). Earlier age at seizure onset ( = .05) and longer epilepsy duration ( = .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.SignificanceWe provide robust evidence of deep cerebellar and posterior lobe subregional gray matter volume loss in patients with chronic epilepsy. Volume loss was maximal for posterior subregions implicated in nonmotor 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 cerebellar subregional damage into neurobiological models of epilepsy.

Funder

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

Fundação de Amparo à Pesquisa do Estado de São Paulo

National Health and Medical Research Council

Health and Care Research Wales

Medical Research Council

Eberhard Karls Universität Tübingen

Ministero della Salute

National Institutes of Health

Epilepsy Society

Publisher

Wiley

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