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Title: | The ENIGMA-Epilepsy working group: Mapping disease from large data sets. | Austin Authors: | Sisodiya, Sanjay M;Whelan, Christopher D;Hatton, Sean N;Huynh, Khoa;Altmann, Andre;Ryten, Mina;Vezzani, Annamaria;Caligiuri, Maria Eugenia;Labate, Angelo;Gambardella, Antonio;Ives-Deliperi, Victoria;Meletti, Stefano;Munsell, Brent C;Bonilha, Leonardo;Tondelli, Manuela;Rebsamen, Michael;Rummel, Christian;Vaudano, Anna Elisabetta;Wiest, Roland;Balachandra, Akshara R;Bargalló, Núria;Bartolini, Emanuele;Bernasconi, Andrea;Bernasconi, Neda;Bernhardt, Boris;Caldairou, Benoit;Carr, Sarah J A;Cavalleri, Gianpiero L;Cendes, Fernando;Concha, Luis;Desmond, Patricia M;Domin, Martin;Duncan, John S;Focke, Niels K;Guerrini, Renzo;Hamandi, Khalid;Jackson, Graeme D ;Jahanshad, Neda;Kälviäinen, Reetta;Keller, Simon S;Kochunov, Peter;Kowalczyk, Magdalena A;Kreilkamp, Barbara A K;Kwan, Patrick;Lariviere, Sara;Lenge, Matteo;Lopez, Seymour M;Martin, Pascal;Mascalchi, Mario;Moreira, José C V;Morita-Sherman, Marcia E;Pardoe, Heath R;Pariente, Jose C;Raviteja, Kotikalapudi;Rocha, Cristiane S;Rodríguez-Cruces, Raúl;Seeck, Margitta;Semmelroch, Mira K H G ;Sinclair, Benjamin;Soltanian-Zadeh, Hamid;Stein, Dan J;Striano, Pasquale;Taylor, Peter N;Thomas, Rhys H;Thomopoulos, Sophia I;Velakoulis, Dennis;Vivash, Lucy;Weber, Bernd;Yasuda, Clarissa Lin;Zhang, Junsong;Thompson, Paul M;McDonald, Carrie R | Affiliation: | Department of Diagnostic and Interventional Neuroradiology, University Hospitals Tübingen, Tübingen, Germany Florey Department of Neuroscience and Mental Health, University of Melbourne, Victoria, Australia Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia The Florey Institute of Neuroscience and Mental Health, Heidelberg, Victoria, Australia Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, UK Department of Neuropsychiatry, Royal Melbourne Hospital, Parkville, Victoria, Australia Department of Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK Chalfont Centre for Epilepsy, Bucks, UK Neuroscience Research Center, Department of Medical and Surgical Sciences, University "Magna Graecia" of Catanzaro, Catanzaro, Italy Institute of Neurology, University "Magna Graecia" of Catanzaro, Catanzaro, Italy Department of Biomedical, Metabolic, and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy Neurology Unit, OCB Hospital, AOU Modena, Modena, Italy Center for Multimodal Imaging and Genetics, University of California San Diego, La Jolla, California, USA Boston University School of Medicine, Boston, Massachusetts, USA School of Pharmacy and Biomolecular Sciences, The Royal College of Surgeons in Ireland, Dublin, Ireland FutureNeuro SFI Research Centre, Dublin, Ireland Kuopio University Hospital, Member of EpiCARE ERN, Kuopio, Finland Institute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio, Finland Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK The Walton Centre, NHS Foundation Trust, Liverpool, UK Pediatric Neurology, Neurogenetics and Neurobiology Unit and Laboratories, Children's Hospital A. Meyer-University of Florence, Florence, Italy Department of Neurology and Neuroimaging Laboratory, University of Campinas - UNICAMP, Campinas, São Paulo, Brazil Cleveland Clinic Neurological Institute, Cleveland, Ohio, USA Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research, University Hospital Tübingen, Tübingen, Germany Department of Neurology, Austin Health, Heidelberg, Victoria, Australia Department of Clinical Neurophysiology, University Hospital Göttingen, Goettingen, Germany Pediatric Neurology and Muscular Diseases Unit, IRCCS Istituto 'G. Gaslini', Genova, Italy Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova, Italy Department of Psychiatry, University of North Carolina, Chapel Hill, North Carolina, USA Department of Computer Science, University of North Carolina, Chapel Hill, North Carolina, USA Magnetic Resonance Image Core Facility, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain Radiology Department of Center of Image Diagnosis, Hospital Clinic de Barcelona, Barcelona, Spain Department of Radiology, Royal Melbourne Hospital, University of Melbourne, Melbourne, Victoria, Australia The Wales Epilepsy Unit, Department of Neurology, University Hospital of Wales, Cardiff, UK Cardiff University Brain Research Imaging Centre, School of Psychology, Cardiff University, Cardiff, UK Instituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, Mexico Montreal Neurological Institute and Hospital, McGill University, Montreal, Québec, Canada Department of Neuroscience, Monash University, Melbourne, Victoria, Australia Alfred Health, Melbourne, Victoria, Australia Radiology and Research Administration, Henry Ford Health System, Detroit, Michigan, USA School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia Department of Molecular and Cellular Therapeutics, The Royal College of Surgeons in Ireland, Dublin, Ireland Center for Multimodal Imaging and Genetics, University of California San Diego, La Jolla, California, USA Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, London, UK UCL Queen Square Institute of Neurology, London, UK Department of Neuroscience, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy Neuroscience Research Center, Department of Medical and Surgical Sciences, University "Magna Graecia" of Catanzaro, Catanzaro, Italy Neuroscience Institute, University of Cape Town, Cape Town, South Africa Department of Neurology, Medical University of South Carolina, Charleston, South Carolina, USA Neurology Unit, OCB Hospital, AOU Modena, Modena, Italy Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland Neurology Unit, USL Centro Toscana, Nuovo Ospedale Santo Stefano, Prato, Italy Neuroimaging of Epilepsy Laboratory, Montreal Neurological Institute, McGill University, Montreal, Québec, Canada McConnell Brain Imaging Center, Montreal Neurological Institute, McGill University, Montreal, Québec, Canada Neuroimaging of Epilepsy Laboratory, Montreal Neurological Institute, McGill University, Montreal, Québec, Canada Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, London, UK Department of Neurology and Neuroimaging Laboratory, University of Campinas - UNICAMP, Campinas, São Paulo, Brazil Instituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, Mexico Functional Imaging Unit, Department of Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald, Germany University Medicine Göttingen, Clinical Neurophysiology, Göttingen, Germany Pediatric Neurology, Neurogenetics and Neurobiology Unit and Laboratories, Children's Hospital A. Meyer-University of Florence, Florence, Italy 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 Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland, USA McConnell Brain Imaging Center, Montreal Neurological Institute, McGill University, Montreal, Québec, Canada Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, London, UK Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research, University Hospital Tübingen, Tübingen, Germany 'Mario Serio' Department of Clinical and Experimental Medical Sciences, University of Florence, Florence, Italy Department of Neurology and Neuroimaging Laboratory, University of Campinas - UNICAMP, Campinas, São Paulo, Brazil Department of Neurology, New York University School of Medicine, New York, New York, USA Magnetic Resonance Image Core Facility, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain Department of Neurology and Neuroimaging Laboratory, University of Campinas - UNICAMP, Campinas, São Paulo, Brazil EEG and Epilepsy Unit, Geneva, Switzerland South African Medical Research Council Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Townon Risk & Resilience in Mental Disorders, Cape Town, South Africa School of Computing, Newcastle University, Newcastle upon Tyne, UK Institute of Translational and Clinical Research, Newcastle University, Newcastle upon Tyne, UK 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 Institute of Experimental Epileptology and Cognition Research, University of Bonn, Bonn, Germany Department of Neurology and Neuroimaging Laboratory, University of Campinas - UNICAMP, Campinas, São Paulo, Brazil Cognitive Science Department, School of Informatics, Xiamen University, Xiamen, China 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 Department of Psychiatry, University of California San Diego, La Jolla, California, USA |
Issue Date: | 29-May-2020 | Date: | 2020-05-29 | Publication information: | Human brain mapping 2020; online first: 29 May | Abstract: | Epilepsy is a common and serious neurological disorder, with many different constituent conditions characterized by their electro clinical, imaging, and genetic features. MRI has been fundamental in advancing our understanding of brain processes in the epilepsies. Smaller-scale studies have identified many interesting imaging phenomena, with implications both for understanding pathophysiology and improving clinical care. Through the infrastructure and concepts now well-established by the ENIGMA Consortium, ENIGMA-Epilepsy was established to strengthen epilepsy neuroscience by greatly increasing sample sizes, leveraging ideas and methods established in other ENIGMA projects, and generating a body of collaborating scientists and clinicians to drive forward robust research. Here we review published, current, and future projects, that include structural MRI, diffusion tensor imaging (DTI), and resting state functional MRI (rsfMRI), and that employ advanced methods including structural covariance, and event-based modeling analysis. We explore age of onset- and duration-related features, as well as phenomena-specific work focusing on particular epilepsy syndromes or phenotypes, multimodal analyses focused on understanding the biology of disease progression, and deep learning approaches. We encourage groups who may be interested in participating to make contact to further grow and develop ENIGMA-Epilepsy. | URI: | https://ahro.austin.org.au/austinjspui/handle/1/23320 | DOI: | 10.1002/hbm.25037 | ORCID: | 0000-0002-9149-8726 0000-0002-9265-2393 0000-0002-2030-5552 0000-0002-8827-7324 0000-0001-7384-3074 0000-0003-0334-539X 0000-0002-8441-1485 0000-0003-2345-7938 0000-0002-6280-7526 0000-0001-6284-5402 0000-0002-5683-1941 0000-0001-9256-6041 0000-0001-9336-9568 0000-0001-5486-6289 0000-0001-7116-262X 0000-0002-7917-5326 0000-0001-5247-9795 0000-0002-5410-0299 0000-0001-6881-5191 0000-0003-2848-621X 0000-0002-8531-3916 0000-0003-4604-3367 0000-0002-2917-1212 0000-0002-7302-6856 0000-0002-6065-1476 0000-0002-0046-4070 |
Journal: | Human brain mapping | PubMed URL: | 32468614 | Type: | Journal Article | Subjects: | DTI MRI covariance deep learning event-based modeling gene expression genetics imaging quantitative rsfMRI |
Appears in Collections: | Journal articles |
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