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Ji GJ, Fox MD, Morton-Dutton M, Wang Y, Sun J, Hu P, Chen X, Jiang Y, Zhu C, Tian Y, Zhang Z, Akkad H, Nordberg J, Joutsa J, Torres Diaz CV, Groppa S, Gonzalez-Escamilla G, Toledo MD, Dalic LJ, Archer JS, Selway R, Stavropoulos I, Valentin A, Yang J, Isbaine F, Gross RE, Park S, Gregg NM, Cukiert A, Middlebrooks EH, Dosenbach NUF, Turner J, Warren AEL, Chua MMJ, Cohen AL, Larivière S, Neudorfer C, Horn A, Sarkis RA, Bubrick EJ, Fisher RS, Rolston JD, Wang K, Schaper FLWVJ. A generalized epilepsy network derived from brain abnormalities and deep brain stimulation. Nat Commun 2025; 16:2783. [PMID: 40128186 PMCID: PMC11933423 DOI: 10.1038/s41467-025-57392-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 02/14/2025] [Indexed: 03/26/2025] Open
Abstract
Idiopathic generalized epilepsy (IGE) is a brain network disease, but the location of this network and its relevance for treatment remain unclear. We combine the locations of brain abnormalities in IGE (131 coordinates from 21 studies) with the human connectome to identify an IGE network. We validate this network by showing alignment with structural brain abnormalities previously identified in IGE and brain areas activated by generalized epileptiform discharges in simultaneous electroencephalogram-functional magnetic resonance imaging. The topography of the IGE network aligns with brain networks involved in motor control and loss of consciousness consistent with generalized seizure semiology. To investigate therapeutic relevance, we analyze data from 21 patients with IGE treated with deep brain stimulation (DBS) for generalized seizures. Seizure frequency reduced a median 90% after DBS and stimulation sites intersect an IGE network peak in the centromedian nucleus of the thalamus. Together, this study helps unify prior findings in IGE and identify a brain network target that can be tested in clinical trials of brain stimulation to control generalized seizures.
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Affiliation(s)
- Gong-Jun Ji
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui Province, 230032, China
- Department of Psychology and Sleep Medicine, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, 230032, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230032, China
- The School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230032, China
- Anhui Institute of Translational Medicine, Hefei, 230032, China
| | - Michael D Fox
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Mae Morton-Dutton
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Yingru Wang
- The School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230032, China
| | - Jinmei Sun
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui Province, 230032, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230032, China
| | - Panpan Hu
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui Province, 230032, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230032, China
| | - Xingui Chen
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui Province, 230032, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230032, China
| | - Yubao Jiang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui Province, 230032, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230032, China
| | - Chunyan Zhu
- The School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230032, China
| | - Yanghua Tian
- Department of Psychology and Sleep Medicine, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, 230032, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230032, China
- The School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230032, China
| | - Zhiqiang Zhang
- Department of Diagnostic Radiology, Jinling Hospital, the First School of Clinical Medicine, Southern Medical University, Nanjing, 210002, China
| | - Haya Akkad
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
- Queen Square Institute of Cognitive Neuroscience, University College London, London, UK
| | - Janne Nordberg
- Neurocenter, Department of Clinical Neurophysiology, Turku University Hospital, Turku, Finland
- Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, Turku, Finland
| | - Juho Joutsa
- Neurocenter, Department of Clinical Neurophysiology, Turku University Hospital, Turku, Finland
- Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, Turku, Finland
| | - Cristina V Torres Diaz
- Department of Neurourgery, Hospital Universitario La Princesa, Universidad Autónoma de Madrid, Madrid, Spain
| | - Sergiu Groppa
- Movement Disorders and Neurostimulation, Department of Neurology, Focus Program Translational Neuroscience (FTN), University Medical Center of the Johannes Gutenberg University Mainz, Rhine Main Neuroscience Network (rmn2), Mainz, Germany
| | - Gabriel Gonzalez-Escamilla
- Movement Disorders and Neurostimulation, Department of Neurology, Focus Program Translational Neuroscience (FTN), University Medical Center of the Johannes Gutenberg University Mainz, Rhine Main Neuroscience Network (rmn2), Mainz, Germany
| | - Maria de Toledo
- Department of Neurology, Hospital Universitario La Princesa, Universidad Autónoma de Madrid, Madrid, Spain
| | - Linda J Dalic
- Department of Medicine (Austin Health), The University of Melbourne, Victoria, Australia
| | - John S Archer
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, USA
| | - Richard Selway
- Department of Neurosurgery, King's College Hospital NHS Foundation Trust, London, UK
| | - Ioannis Stavropoulos
- Department of Basic and Clinical Neuroscience, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- Department of Clinical Neurophysiology, King's College Hospital NHS Foundation Trust, London, UK
| | - Antonio Valentin
- Department of Basic and Clinical Neuroscience, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- Department of Clinical Neurophysiology, King's College Hospital NHS Foundation Trust, London, UK
- Department of Clinical Neurophysiology, Alder Hey Children's Hospital Trust, Liverpool, UK
| | - Jimmy Yang
- Department of Neurological Surgery, The Ohio State University College of Medicine, Columbus, OH, USA
- Department of Neurosurgery, Emory University, 1365 Clifton Road NE, Suite B6200, Atlanta, GA, 30322, USA
| | - Faical Isbaine
- Departments of Neurosurgery, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Robert E Gross
- Department of Neurosurgery, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, 08901, USA
| | - Sihyeong Park
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Nico U F Dosenbach
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, MO, USA
- Department of Neurology, Washington University School of Medicine, St Louis, MO, USA
- Department of Biomedical Engineering, Washington University in St. Louis, St Louis, MO, USA
| | - Joseph Turner
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Aaron E L Warren
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Melissa M J Chua
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Alexander L Cohen
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, USA
| | - Sara Larivière
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Clemens Neudorfer
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
- MGH Neurosurgery & Center for Neurotechnology and Neurorecovery (CNTR) at MGH Neurology Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Andreas Horn
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
- MGH Neurosurgery & Center for Neurotechnology and Neurorecovery (CNTR) at MGH Neurology Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Rani A Sarkis
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Ellen J Bubrick
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Robert S Fisher
- Department of Neurology and Neurological Sciences and Neurosurgery by courtesy, Stanford University School of Medicine, Palo Alto, California, USA
| | - John D Rolston
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Kai Wang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui Province, 230032, China.
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230032, China.
- The School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230032, China.
- Anhui Institute of Translational Medicine, Hefei, 230032, China.
- Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, 230088, China.
| | - Frederic L W V J Schaper
- Center for Brain Circuit Therapeutics, Department of Neurology, Neurosurgery, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA.
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