White matter abnormalities across different epilepsy syndromes in adults: an ENIGMA-Epilepsy study

Author:

Hatton Sean N1ORCID,Huynh Khoa H2ORCID,Bonilha Leonardo3,Abela Eugenio4,Alhusaini Saud56,Altmann Andre7ORCID,Alvim Marina K M8,Balachandra Akshara R910ORCID,Bartolini Emanuele1112ORCID,Bender Benjamin13,Bernasconi Neda14ORCID,Bernasconi Andrea14,Bernhardt Boris15,Bargallo Núria16,Caldairou Benoit14,Caligiuri Maria E17,Carr Sarah J A18ORCID,Cavalleri Gianpiero L1920,Cendes Fernando8,Concha Luis21ORCID,Davoodi-bojd Esmaeil22,Desmond Patricia M23,Devinsky Orrin24,Doherty Colin P2526,Domin Martin27,Duncan John S2829,Focke Niels K3031,Foley Sonya F32,Gambardella Antonio1933ORCID,Gleichgerrcht Ezequiel3ORCID,Guerrini Renzo11,Hamandi Khalid3435,Ishikawa Akari8,Keller Simon S3637,Kochunov Peter V38,Kotikalapudi Raviteja3940,Kreilkamp Barbara A K3637,Kwan Patrick4142,Labate Angelo1733,Langner Soenke4344,Lenge Matteo1145,Liu Min46,Lui Elaine2347,Martin Pascal31,Mascalchi Mario48,Moreira José C V8,Morita-Sherman Marcia E849,O’Brien Terence J414250,Pardoe Heath R51,Pariente José C16,Ribeiro Letícia F8,Richardson Mark P52ORCID,Rocha Cristiane S8ORCID,Rodríguez-Cruces Raúl1521,Rosenow Felix5354,Severino Mariasavina55ORCID,Sinclair Benjamin4250,Soltanian-Zadeh Hamid5657ORCID,Striano Pasquale5859ORCID,Taylor Peter N60ORCID,Thomas Rhys H6162,Tortora Domenico56,Velakoulis Dennis6364,Vezzani Annamaria65,Vivash Lucy4142,von Podewils Felix66,Vos Sjoerd B6768,Weber Bernd69,Winston Gavin P687071,Yasuda Clarissa L8,Zhu Alyssa H72,Thompson Paul M72,Whelan Christopher D673,Jahanshad Neda72,Sisodiya Sanjay M7174,McDonald Carrie R75

Affiliation:

1. Department of Neurosciences, Center for Multimodal Imaging and Genetics, University of California San Diego, La Jolla 92093 CA, USA

2. Center for Multimodal Imaging and Genetics, University of California San Diego, La Jolla 92093 CA, USA

3. Department of Neurology, Medical University of South Carolina, Charleston 29425 SC, USA

4. Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London SE5 9NU UK

5. Neurology Department, Yale School of Medicine, New Haven 6510 CT, USA

6. Molecular and Cellular Therapeutics, The Royal College of Surgeons in Ireland, Dublin, Ireland

7. Centre of Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, London WC1V 6LJ, UK

8. Department of Neurology, University of Campinas - UNICAMP, Campinas 13083-888 São Paulo, Brazil

9. Center for Multimodal Imaging and Genetics, UCSD School of Medicine, La Jolla 92037 CA, USA

10. Boston University School of Medicine, Boston 2118 MA, USA

11. Pediatric Neurology, Neurogenetics and Neurobiology Unit and Laboratories, Children’s Hospital A. Meyer-University of Florence, Florence, Italy

12. USL Centro Toscana, Neurology Unit, Nuovo Ospedale Santo Stefano, Prato, Italy

13. Department of Diagnostic and Interventional Neuroradiology, University Hospital Tübingen, Tübingen 72076, Germany

14. Neuroimaging of Epilepsy Laboratory, Montreal Neurological Institute, McGill University, Montreal H3A 2B4 QC, Canada

15. Montreal Neurological Institute, McGill University, Montreal H3A2B4 QC, Canada

16. Magnetic Resonance Image Core Facility, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona 8036 Barcelona, Spain

17. Neuroscience Research Center, University Magna Graecia, viale Europa, Germaneto, 88100, Catanzaro, Italy

18. Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, De Crespigny Park, London SE5 8AF, UK

19. Royal College of Surgeons in Ireland, School of Pharmacy and Biomolecular Sciences, Dublin D02 YN77 Ireland

20. FutureNeuro Research Centre, Science Foundation Ireland, Dublin D02 YN77, Ireland

21. Institute of Neurobiology, Universidad Nacional Autonoma de Mexico, Queretaro 76230, Mexico

22. Radiology and Research Administration, Henry Ford Hospital, 1 Detroit 48202 MI, USA

23. Department of Radiology, Royal Melbourne Hospital, University of Melbourne, Melbourne 3050 Victoria, Australia

24. Director, NYU Epilepsy Center, New York 10016 NY, USA

25. Division of Neurology, Trinity College Dublin, TBSI, Pearce Street, Dublin D02 R590, Ireland

26. FutureNeuro SFI Centre for Neurological Disease, RCSI, St Stephen’s Green, Dublin D02 H903, Ireland

27. Functional Imaging Unit, University Medicine Greifswald, Greifswald 17475 M/V, Germany

28. Department of Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, Queen Square, London WC1N 3BG, UK

29. MRI Unit, Chalfont Centre for Epilepsy, Chalfont-St-Peter, Buckinghamshire SL9 0RJ, UK

30. Clinical Neurophysiology, University Medicine Göttingen, 37099 Göttingen, Germany

31. Department of Epileptology, University of Tübingen, 72076 Tübingen, Germany

32. CUBRIC, Cardiff University, Cardiff CF24 4HQ, Wales

33. Institute of Neurology, University Magna Graecia, 88100, Catanzaro, Italy

34. The Wales Epilepsy Unit, Cardiff and Vale University Health Board, Cardiff CF144XW, UK

35. Brain Research Imaging Centre, Cardiff University, Cardiff CF24 4HQ, UK

36. Institute of Translational Medicine, University of Liverpool, Liverpool L69 3BX, UK

37. Walton Centre NHS Foundation Trust, Liverpool L9 7LJ, UK

38. Maryland Psychiatric Research Center, 55 Wade Ave, Baltimore 21228, MD, USA

39. Department of Neurology and Epileptology, University Hospital Tübingen, Tübingen 72076 BW, Germany

40. Department of Diagnostic and Interventional Neuroradiology, University Hospital Tübingen, Tübingen 72076 BW, Germany

41. Department of Neuroscience, Central Clinical School, Monash University, Melbourne 3004 Victoria, Australia

42. Department of Medicine, University of Melbourne, Royal Melbourne Hospital, Parkville 3050 Victoria, Australia

43. Institute for Diagnostic Radiology and Neuroradiology, Ernst Moritz Arndt University Greifswald Faculty of Medicine, Greifswald 17475, Germany

44. Institute for Diagnostic and Interventional Radiology, Pediatric and Neuroradiology, Rostock University Medical Centre, Rostock 18057, Germany

45. Functional and Epilepsy Neurosurgery Unit, Children’s Hospital A. Meyer-University of Florence, Florence 50139, Italy

46. Department of Neurology, Montreal Neurological Institute, Montreal H3A 2B4 QC, Canada

47. Department of Medicine and Radiology, University of Melbourne, 3Parkville 3050 Victoria, Australia

48. Meyer Children Hospital University of Florence, Florence 50130 Tuscany, Italy

49. Cleveland Clinic, Cleveland 44195 OH, USA

50. Department of Neurology, Alfred Health, Melbourne 3004 Victoria, Australia

51. Department of Neurology, New York University School of Medicine, New York City 10016 NY, USA

52. Division of Neuroscience, King’s College London, Institute of Psychiatry, London SE5 8AB, UK

53. Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Germany, Frankfurt 60528 Hesse, Germany

54. Center for Personalized Translational Epilepsy Research (CePTER), Goethe-University Frankfurt, Frankfurt a. M. 60528, Germany

55. Neuroradiology Unit, IRCCS Istituto Giannina Gaslini, Genoa 16147 Liguria, Italy

56. Radiology and Research Administration, Henry Ford Health System, Detroit 48202-2692 MI, USA

57. School of Electrical and Computer Engineering, University of Tehran, Tehran 14399-57131, Iran

58. IRCCS Istituto Giannina Gaslini, Genoa 16147 Liguria, Italy

59. Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova, Genova, Italy

60. School of Computing, Newcastle University, Urban Sciences Building, Science Square, Newcastle upon Tyne NE4 5TG, UK

61. Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne NE2 4HH, UK

62. Royal Victoria Infirmary, Newcastle upon Tyne NE1 4LP, UK

63. Royal Melbourne Hospital, Melbourne 3050 Victoria, Australia

64. University of Melbourne, Parkville, Melbourne 3050 Victoria, Australia

65. Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano 20156 Italy

66. Epilepsy Center, University Medicine Greifswald, Greifswald 17489 Mecklenburg-Vorpommern, Germany

67. Centre for Medical Image Computing, University College London, London, WC1V 6LJ, UK

68. Epilepsy Society, MRI Unit, Chalfont St Peter, Buckinghamshire, SL9 0RJ, UK

69. Institute of Experimental Epileptology and Cognition Research, University of Bonn, Venusberg Campus 1, Bonn 53127 NRW, Germany

70. Department of Medicine, Division of Neurology, Queen's University, Kingston K7L 3N6 ON, Canada

71. MRI Unit, Chalfont Centre for Epilepsy, Chalfont-St-Peter, Buckinghamshire, SL9 0RJ UK

72. Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, USC Keck School of Medicine, Los Angeles 90232 CA, USA

73. Research and Early Development (RED), Biogen Inc., Cambridge, MA 02139, USA

74. Chalfont Centre for Epilepsy, Chalfont-St-Peter, SL9 0RJ Bucks, UK

75. Department of Psychiatry, Center for Multimodal Imaging and Genetics, University of California San Diego, La Jolla 92093 CA, USA

Abstract

Abstract The epilepsies are commonly accompanied by widespread abnormalities in cerebral white matter. ENIGMA-Epilepsy is a large quantitative brain imaging consortium, aggregating data to investigate patterns of neuroimaging abnormalities in common epilepsy syndromes, including temporal lobe epilepsy, extratemporal epilepsy, and genetic generalized epilepsy. Our goal was to rank the most robust white matter microstructural differences across and within syndromes in a multicentre sample of adult epilepsy patients. Diffusion-weighted MRI data were analysed from 1069 healthy controls and 1249 patients: temporal lobe epilepsy with hippocampal sclerosis (n = 599), temporal lobe epilepsy with normal MRI (n = 275), genetic generalized epilepsy (n = 182) and non-lesional extratemporal epilepsy (n = 193). A harmonized protocol using tract-based spatial statistics was used to derive skeletonized maps of fractional anisotropy and mean diffusivity for each participant, and fibre tracts were segmented using a diffusion MRI atlas. Data were harmonized to correct for scanner-specific variations in diffusion measures using a batch-effect correction tool (ComBat). Analyses of covariance, adjusting for age and sex, examined differences between each epilepsy syndrome and controls for each white matter tract (Bonferroni corrected at P < 0.001). Across ‘all epilepsies’ lower fractional anisotropy was observed in most fibre tracts with small to medium effect sizes, especially in the corpus callosum, cingulum and external capsule. There were also less robust increases in mean diffusivity. Syndrome-specific fractional anisotropy and mean diffusivity differences were most pronounced in patients with hippocampal sclerosis in the ipsilateral parahippocampal cingulum and external capsule, with smaller effects across most other tracts. Individuals with temporal lobe epilepsy and normal MRI showed a similar pattern of greater ipsilateral than contralateral abnormalities, but less marked than those in patients with hippocampal sclerosis. Patients with generalized and extratemporal epilepsies had pronounced reductions in fractional anisotropy in the corpus callosum, corona radiata and external capsule, and increased mean diffusivity of the anterior corona radiata. Earlier age of seizure onset and longer disease duration were associated with a greater extent of diffusion abnormalities in patients with hippocampal sclerosis. We demonstrate microstructural abnormalities across major association, commissural, and projection fibres in a large multicentre study of epilepsy. Overall, patients with epilepsy showed white matter abnormalities in the corpus callosum, cingulum and external capsule, with differing severity across epilepsy syndromes. These data further define the spectrum of white matter abnormalities in common epilepsy syndromes, yielding more detailed insights into pathological substrates that may explain cognitive and psychiatric co-morbidities and be used to guide biomarker studies of treatment outcomes and/or genetic research.

Funder

NIH

European Union Horizon 2020

Marie Sklodowska-Curie

Science Foundation Ireland

European Regional Development Fund

FutureNeuro industry

MRC eMedLab Medical Bioinformatics Career Development Fellowship

Medical Research Council

FAPESP

CIHR

SickKids Foundation

Natural Sciences and Engineering Research Council

Azrieli Center for Autism Research of the Montreal Neurological Institute

Canada Research Chairs

São Paulo Research Foundation

CONACYT

UNAM-DGAPA

National Laboratory

Finding A Cure for Epilepsy and Seizures

National Institute of Health Research

Cardiff University

Health and Care Research Wales

Fapesp-BRAINN

Fapesp

Epilepsy Research UK

Epilepsy Action Postgraduate Research Bursary

MRFF Practitioner Fellowship

PATE program

University of Tübingen

FAPESP-BRAINN

NHMRC

Medical Research Council Centre for Neurodevelopmental Disorders

NIHR Biomedical Research Centre at South London

Maudsely NHS Foundation Trust

CePTER-Grant

Minister of Research and Arts

Alfred Health, Monash University and Australian Commonwealth

DINOGMI Department of Excellence

National Institute for Health Research University College London Hospitals Biomedical Research Centre

NIHR

BRC

UCLH

UCL High Impact Initiative

National Institute for Health Research University College London Hospitals Biomedical Research Centre, Epilepsy Society

CNPQ

NIH Big Data

ENIGMA World Aging Center

ENIGMA Sex Differences Initiative

UCL

Department of Health’s NIHR Biomedical Research Centres

Wolfson Trust

Publisher

Oxford University Press (OUP)

Subject

Neurology (clinical)

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