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Exome sequencing of 20,979 individuals with epilepsy reveals shared and distinct ultra-rare genetic risk across disorder subtypes

. 2024 Sep 20 ; () : . [epub] 20240920

Status PubMed-not-MEDLINE Language English Country United States Media electronic

Document type Journal Article, Preprint

Grant support
UM1 HG008895 NHGRI NIH HHS - United States
MR/S02638X/1 Medical Research Council - United Kingdom
R03 NS108145 NINDS NIH HHS - United States
U01 HG009088 NHGRI NIH HHS - United States
R01 MH110555 NIMH NIH HHS - United States
R01 NS106104 NINDS NIH HHS - United States

Links

PubMed 36865150
PubMed Central PMC9980234
DOI 10.1101/2023.02.22.23286310
PII: 2023.02.22.23286310
Knihovny.cz E-resources

Identifying genetic risk factors for highly heterogeneous disorders like epilepsy remains challenging. Here, we present the largest whole-exome sequencing study of epilepsy to date, with >54,000 human exomes, comprising 20,979 deeply phenotyped patients from multiple genetic ancestry groups with diverse epilepsy subtypes and 33,444 controls, to investigate rare variants that confer disease risk. These analyses implicate seven individual genes, three gene sets, and four copy number variants at exome-wide significance. Genes encoding ion channels show strong association with multiple epilepsy subtypes, including epileptic encephalopathies, generalized and focal epilepsies, while most other gene discoveries are subtype-specific, highlighting distinct genetic contributions to different epilepsies. Combining results from rare single nucleotide/short indel-, copy number-, and common variants, we offer an expanded view of the genetic architecture of epilepsy, with growing evidence of convergence among different genetic risk loci on the same genes. Top candidate genes are enriched for roles in synaptic transmission and neuronal excitability, particularly postnatally and in the neocortex. We also identify shared rare variant risk between epilepsy and other neurodevelopmental disorders. Our data can be accessed via an interactive browser, hopefully facilitating diagnostic efforts and accelerating the development of follow-up studies.

Alberta Children's Hospital Research Institute University of Calgary Calgary Alberta Canada

Analytic and Translational Genetics Unit Department of Medicine Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA

Analytic and Translational Genetics Unit Department of Medicine Massachusetts General Hospital Boston MA USA

Applied and Translational Neurogenomics Group VIB Center for Molecular Neurology VIB Antwerp Belgium

Bezmialem Vakif University Institute of Life Sciences and Biotechnology Istanbul Turkey

Bonifatius Hospital Lingen Neuropediatrics Wilhelmstrasse 13 49808 Lingen Germany

Brain and Mind Centre Faculty of Medicine and Health University of Sydney Sydney New South Wales Australia

Center for Genomic Medicine Massachusetts General Hospital Boston MA USA

Centre for Genomics Research Discovery Sciences BioPharmaceuticals R and D AstraZeneca Cambridge CB2 0AA UK

Centre for Medical Genetics Vilnius University Hospital Santaros Klinikos Vilnius Lithuania

Chalfont Centre for Epilepsy Chalfont St Peter Buckinghamshire SL9 0RJ UK

Child Neurology New Childreńs Hospital Helsinki Finland

Children's Hospital Dept of Pediatric Neurology University Medical Center Göttingen Göttingen Germany

Cincinnati Children's Hospital Medical Center Cincinnati Ohio USA

Citizens United for Research in Epilepsy Chicago Illinois USA

Cleveland Clinic Epilepsy Center Neurological Institute Cleveland Clinic Cleveland OH 44195 USA

Clinical Neurophysiology and Epileptology Department Timone Hospital Marseille France

Clinical Research Unit Cumming School of Medicine University of Calgary Calgary Alberta Canada

Cyprus Institute of Neurology and Genetics Nicosia Cyprus

Data Sciences Platform Broad Institute of MIT and Harvard Cambridge MA USA

Department of Biology Institute of Biological Sciences and Center for Study on Human Genome University of São Paulo São Paulo Brazil

Department of Biology University of Melbourne Parkville 3010 Australia

Department of Biomedical and Health Informatics Children's Hospital of Philadelphia Philadelphia PA 19104 USA

Department of Biomedical and Neuromotor Sciences University of Bologna Bologna Italy

Department of Biomedical Informatics Vanderbilt University Medical Center Nashville TN USA

Department of Biomedical Sciences Cooper Medical School of Rowan University Camden NJ 08103 USA

Department of Child Neurology Gülhane Education and Research Hospital Health Sciences University Ankara Turkey

Department of Child Neurology Istanbul Faculty of Medicine Istanbul University Istanbul Turkey

Department of Child Neurology Medical School Dokuz Eylul University Izmir Turkey

Department of Child Neurology Medical School Kocaeli University Kocaeli Turkey

Department of Child Neurology Medical School Marmara University Istanbul Turkey

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

Department of Clinical Neurophysiology Lille University Medical Center EA 1046 University of Lille

Department of Clinical Neurosciences Centre Hospitalo Universitaire Vaudois Lausanne Switzerland

Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada

Department of Clinical Neurosciences Newcastle Upon Tyne Hospitals NHS Foundation Trust Newcastle Upon Tyne UK

Department of Clinical Sciences Neurosciences Umeå University Umeå Sweden

Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary Alberta Canada

Department of Complex Trait Genetics Center for Neurogenomics and Cognitive Research Amsterdam Neuroscience VU Amsterdam Amsterdam the Netherlands

Department of Epidemiology and Global Health Umeå University Umeå Sweden

Department of Epidemiology and Preventive Medicine School of Public Health Sackler Faculty of Medicine Tel Aviv University Tel Aviv 6997801 Israel

Department of Epileptology University Hospital Freiburg Freiburg Germany

Department of Epileptology University of Bonn Medical Centre Bonn 53127 Germany

Department of Functional Neurology and Epileptology Hospices Civils de Lyon and University of Lyon France

Department of Genetics and Genomic Sciences Icahn School of Medicine at Mount Sinai New York NY 10029 USA

Department of Genetics Aziz Sancar Institute of Experimental Medicine Istanbul University Istanbul Turkey

Department of Genetics Harvard Medical School Boston MA USA

Department of Health Technology and Informatics The Hong Kong Polytechnic University Hung Hum Hong Kong

Department of Medical and Surgical Sciences Neuroscience Research Center Magna Graecia University Catanzaro Italy

Department of Medical Genetics Cumming School of Medicine University of Calgary Calgary Alberta Canada

Department of Medical Genetics Hospices Civils de Lyon and University of Lyon Lyon France

Department of Medicine and Therapeutics Chinese University of Hong Kong Hong Kong China

Department of Medicine Tseung Kwan O Hospital Hong Kong

Department of Medicine University of Melbourne Royal Melbourne Hospital Parkville 3050 Australia

Department of Molecular Biology and Genetics Bogaziçi University Istanbul Turkey

Department of Neurodevelopmental Disorder Genetics Institute of Brain Science Nagoya City University Graduate School of Medical Science Nagoya Aichi Japan

Department of NEUROFARBA University of Florence Florence Italy

Department of Neurology American University of Beirut Medical Center Beirut Lebanon

Department of Neurology and Comprehensive Epilepsy Center Thomas Jefferson University Philadelphia PA 19107 USA

Department of Neurology and Epileptology Hertie Institute for Clinical Brain Research University of Tübingen Tübingen 72076 Germany

Department of Neurology and Epileptology University of Aachen Aachen 52074 Germany

Department of Neurology Antwerp University Hospital Edegem 2650 Belgium

Department of Neurology Baylor College of Medicine

Department of Neurology Beaumont Hospital Dublin D09 FT51 Ireland

Department of Neurology Boston Children's Health Physicians Maria Fareri Children's Hospital at Westchester Medical Center New York Medical College New York NY 10595 USA

Department of Neurology CUB Erasme Hospital Hôpital Universitaire de Bruxelles 1070 Brussels Belgium

Department of Neurology Gardner Neuroscience Institute University of Cincinnati Medical Center Cincinnati OH 45220 USA

Department of Neurology Hofstra Northwell Medical School New York NY USA

Department of Neurology Hôpital Pellegrin Bordeaux France

Department of Neurology Icahn School of Medicine at Mount Sinai New York NY 10029 USA

Department of Neurology Inselspital Bern University Hospital University of Bern Bern 3010 Switzerland

Department of Neurology Istanbul Faculty of Medicine Istanbul University Istanbul Turkey

Department of Neurology Kaohsiung Chang Gung Memorial Hospital Kaohsiung Taiwan

Department of Neurology Ludwig Maximilians University Munich Germany

Department of Neurology Massachusetts General Hospital and Harvard Medical School Boston MA USA

Department of Neurology Medical University of Vienna Vienna 1090 Austria

Department of Neurology Morriston Hospital Swansea Bay University Bay Health Board Swansea Wales UK

Department of Neurology Neurological Institute Cleveland Clinic Cleveland OH 44195 USA

Department of Neurology New York University Langone Health New York NY USA

Department of Neurology Sheba Medical Center Ramat Gan Israel

Department of Neurology Thomas Jefferson University Hospital Philadelphia PA 19107 USA

Department of Neurology UMR 5549 CNRS Toulouse University Hospital University of Toulouse Toulouse France

Department of Neurology University Hospital of Strasbourg Strasbourg France

Department of Neurology University of California San Francisco CA 94143 USA

Department of Neurology University of Pennsylvania Perelman School of Medicine Philadelphia PA 19104 USA

Department of Neurology University of Sao Paulo School of Medicine Brazil

Department of Neurology University of Ulm Ulm 89081 Germany

Department of Neurology Vanderbilt University Medical Center Nashville TN USA

Department of Neuropediatrics and Muscular Disorders University Medical Center University of Freiburg Freiburg Germany

Department of Neuropediatrics Children's Hospital Goethe University Frankfurt Frankfurt Germany

Department of Neuropediatrics University Medical Center Schleswig Holstein Christian Albrechts University Kiel Germany

Department of Neuroscience The School of Translational Medicine Alfred Health Monash University Melbourne 3004 Australia

Department of Neurosciences Psychology Drug Research and Child Health University of Florence Florence Italy

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

Department of Neurosciences Université de Montréal Montréal CA 26758 Canada

Department of Paediatric Neurology 2nd Faculty of Medicine Charles University and Motol Hospital Prague Czech Republic

Department of Paediatrics and Child Health University of Otago Wellington New Zealand

Department of Paediatrics The University of Melbourne Royal Children's Hospital Parkville Victoria 3052 Australia

Department of Pediatric Neurology Chang Gung Memorial Hospital Taoyuan Taiwan

Department of Pediatric Neurology Dr von Hauner Children's Hospital Ludwig Maximilians University Munchen Germany

Department of Pediatric Neurology Vivantes Hospital Neukölln 12351 Berlin Germany

Department of Pediatric Neuroscience Fondazione IRCCS Istituto Neurologico Carlo Besta Milan Italy

Department of Pediatrics and Neonatology Medical University of Vienna Vienna 1090 Austria

Department of Pediatrics and Neurology Nationwide Children's Hospital Columbus OH USA

Department of Pediatrics Filderklinik Filderstadt Germany

Department of Pediatrics Fukuoka Sanno Hospital Japan

Department of Pediatrics Nationwide Children's Hospital Columbia Ohio USA

Department of Pharmacology and Pharmacy The University of Hong Kong Pokfulam Hong Kong

Department of Pharmacology and Psychiatry University of Pennsylvania Perlman School of Medicine Philadelphia PA 19104 USA

Department of Pharmacology and Therapeutics University of Liverpool Liverpool L69 3GL UK

Department of Pharmacology and Toxicology American University of Beirut Faculty of Medicine Beirut Lebanon

Department of Psychiatry and Behavioral Sciences SUNY Downstate Medical Center Brooklyn NY USA

Department of Psychiatry and Behavioral Sciences Vanderbilt University Medical Center Nashville TN USA

Department of Psychiatry Harvard Medical School Boston MA USA

Department of Psychiatry Icahn School of Medicine at Mount Sinai New York NY 10029 USA

Department of Psychiatry Psychosomatic Medicine and Psychotherapy University Hospital Frankfurt

Department of Psychiatry Psychotherapy and Psychosomatics University Hospital Würzburg

Department of Psychiatry The University of Hong Kong Pokulam Hong Kong

Department of Psychiatry University of Cape Town South Africa

Department of Psychiatry University of Oxford Oxford UK

Department of Public Health Pwani University Kilifi Kenya

Departments of Neurology Beth Israel Deaconess Medical Center Massachusetts General Hospital and Harvard Medical School Boston MA 02215 USA

Departments of Psychiatry Rutgers University Robert Wood Johnson Medical School and New Jersey Medical School New Brunswick NJ USA

Division of Biostatistics Institute of Epidemiology and Preventive Medicine College of Public Health National Taiwan University Taipei 100 Taiwan

Division of Brain Sciences Imperial College London London SW7 2AZ UK

Division of Genetic Medicine Department of Medicine Vanderbilt University Medical Center Nashville TN USA

Division of Neurology Ann and Robert H Lurie Children's Hospital of Chicago Chicago IL USA

Division of Neurology Children's Hospital of Philadelphia Philadelphia 3401 Civic Center Blvd Philadelphia PA 19104 USA

Division of Neuropediatrics and Social Pediatrics Department of Pediatrics University Hospital RWTH Aachen Aachen Germany

Division of Neuropsychiatry Menninger Department of Psychiatry and Behavioral Sciences Baylor College of Medicine Houston TX USA

Division of Pharmacotherapy and Experimental Therapeutics Eshelman School of Pharmacy University of North Carolina at Chapel Hill Chapel Hill NC 27599 USA

Division of Psychiatry Centre for Clinical Brain Sciences University of Edinburgh Edinburgh UK

Division of Psychiatry University College London

DRK Northern German Epilepsy Centre for Children and Adolescents 24223 Schwentinental Raisdorf Germany

Epilepsy Center for Children University Hospital Ruppin Brandenburg Brandenburg Medical School 16816 Neuruppin Germany

Epilepsy Center Frankfurt Rhine Main Center of Neurology and Neurosurgery Goethe University Frankfurt Frankfurt Germany

Epilepsy Center Hessen Marburg Department of Neurology Philipps University Marburg Marburg Germany

Epilepsy Center Kleinwachau Radeberg 01454 Germany

Epilepsy Center Kork Kehl Kork 77694 Germany

Epilepsy Clinic Hospital Sirio Libanes Sao Paulo Brazil

Epilepsy Genetics Program Division of Epilepsy and Clinical Neurophysiology Department of Neurology Boston Children's Hospital Boston MA USA

Epilepsy Research Centre University of Melbourne Austin Health Heidelberg 3084 Australia

Epilepsy Unit Department of Neurosurgery Centre Hospitalier Sainte Anne and University Paris Descartes Paris France

Florey and Murdoch Children's Research Institutes Parkville Victoria 3052 Australia

Folkhälsan Research Center Helsinki 00290 Finland

General Medical Research Center School of Medicine Fukuoka University Japan

Genomic Medicine Institute Lerner Research Institute Cleveland Clinic Cleveland OH 44195 USA

Hasso Plattner Institute Digital Engineering Faculty University of Potsdam Germany

Helsinki University Hospital Helsinki Finland

Hereditary Research Lab Bethlehem University Bethlehem Palestine

Hotchkiss Brain Institute Cumming School of Medicine University of Calgary Calgary Alberta Canada

Human Genetics Training Program Vanderbilt University Nashville TN USA

IMT School for Advanced Studies Lucca Lucca Italy

Institute for Genomic Medicine Columbia University Medical Center New York NY 10032 USA

Institute for Molecular Medicine Finland FIMM HiLIFE University of Helsinki Helsinki Finland

Institute for Molecular Medicine Finland University of Helsinki Helsinki 0014 Finland

Institute of Biomedical Sciences Faculty of Medicine Vilnius University Vilnius Lithuania

Institute of Clinical Medicine University of Eastern Finland Kuopio 70210 Finland

Institute of Clinical Molecular Biology Christian Albrechts University of Kiel Kiel Germany

Institute of Experimental Epileptology and Cognition Research Medical Faculty University of Bonn Bonn Germany

Institute of Human Genetics Bern University Hospital Bern Switzerland

Institute of Human Genetics University of Leipzig Medical Center Leipzig Germany

Institute of Neurology Department of Medical and Surgical Sciences University Magna Graecia Catanzaro Italy

Integrated Diagnostics for Epilepsy Fondazione IRCCS Istituto Neurologico C Besta Milan Italy

IRCCS Azienda Ospedaliero Universitaria di Bologna Medical Genetics Unit Bologna Italy

IRCCS Istituto delle Scienze Neurologiche di Bologna Bologna Italy

IRCCS Istituto Giannina Gaslini Genova Italy

Istanbul University Cerrahpaşa Cerrahpaşa Medical Faculty Department of Neurology Istanbul Turkey

Kids Research Children's Hospital at Westmead Clinical School Faculty of Medicine and Health University of Sydney Sydney New South Wales Australia

Kintampo Health Research Centre Ghana Health Service Kintampo Ghana

Kuopio Epilepsy Center Neurocenter Kuopio University Hospital Kuopio 70210 Finland

Laboratory for Neurogenetics RIKEN Center for Brain Science Wako Saitama Japan

LOEWE Center for Personalized Translational Epilepsy Research Goethe University Frankfurt Germany

Luxembourg Centre for Systems Biomedicine University of Luxembourg Esch sur Alzette L 4362 Luxembourg

Lyon's Neuroscience Research Center INSERM U1028 CNRS UMR 5292 Lyon France

Medical School Nova Southeastern University Fort Lauderdale FL USA

Medicum University of Helsinki Helsinki 00290 Finland

Mendelics Genomic Analysis São Paulo Brazil

MRC Integrative Epidemiology Unit at University of Bristol Bristol BS8 2BN UK

MRC Wits Rural Public Health and Health Transitions Research Unit School of Public Health Faculty of Health Sciences University of the Witwatersrand Johannesburg South Africa

National Epilepsy Center Shizuoka Institute of Epilepsy and Neurological Disorder Shizuoka Japan

Neurology Department Aneurin Bevan University Health Board Newport Wales UK

Neurology Department St James's Hospital Dublin D03 VX82 Ireland

Neurology Department University Hospital of Nancy UMR 7039 CNRS Lorraine University Nancy France

Neurology Massachusetts General Hospital Boston MA USA

Neurology Northwestern University Chicago IL USA

Neuropediatric Clinic and Clinic for Neurorehabilitation Epilepsy Center for Children and Adolescents Vogtareuth Germany

Neurophysiology Fondazione IRCCS Istituto Neurologico Carlo Besta Milan Italy

Neurophysiopatology and Movement Disorders Clinic University of Messina Messina Italy

Neuropsychiatry Laboratory IRCCS Santa Lucia Foundation Rome Italy

Neuroscience Department Meyer Children's Hospital IRCCS Florence Italy

Neuroscience Unit KEMRI Wellcome Trust Research Programme Kilifi Kenya

O'Brien Institute for Public Health University of Calgary Calgary Alberta Canada

Pediatric Neurology University of Giessen Germany

Pediatric Research Center University of Helsinki Helsinki Finland

Perelman School of Medicine University of Pennsylvania Philadelphia PA USA

Population Health and Immunity Division The Walter and Eliza Hall Institute of Medical Research Parkville 3052 Australia

Population Health Sciences Bristol Medical School University of Bristol Bristol BS8 2BN UK

Private Neurological Practice Stuttgart Germany

Program in Medical and Population Genetics Broad Institute of MIT and Harvard Cambridge MA USA

Psychiatric and Neurodevelopmental Genetics Unit Center for Genomic Medicine Massachusetts General Hospital Boston MA USA

Psychiatric and Neurodevelopmental Genetics Unit Department of Psychiatry Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA

Research Institute Rehabilitation Transition Palliation PMU Salzburg Austria

School of Life Sciences University of Glasgow Glasgow G12 8QQ UK

School of Pharmacy and Biomolecular Sciences The Royal College of Surgeons in Ireland Dublin Ireland

Sheppard Pratt 6501 North Charles Street Baltimore Maryland USA

St George's University Hospital NHS Foundation Trust London UK

Stanford University Palo Alto CA USA

Stanley Center for Psychiatric Research Broad Institute of MIT and Harvard Cambridge MA USA

Stanley Division of Developmental Neurovirology Johns Hopkins University Baltimore Maryland USA

Swansea University Medical School Swansea University Swansea Wales UK

Tel Aviv University Sackler Faculty of Medicine Ramat Aviv 69978 Israel

The Emmes Company Rockville MD USA

The Epilepsy NeuroGenetics Initiative Children's Hospital of Philadelphia Philadelphia 3401 Civic Center Blvd Philadelphia PA 19104 USA

The FutureNeuro Research Centre Dublin Ireland

Translational and Clinical Research Institute Newcastle University Newcastle Upon Tyne UK

Translational Neurosciences Faculty of Medicine and Health Science University of Antwerp Antwerp Belgium

Unit of Genetics of Neurodegenerative and Metabolic Diseases Fondazione IRCCS Istituto Neurologico Carlo Besta Milan Italy

Unit of Medical Genetics and Neurogenetics Department of Diagnostic and Technology Fondazione IRCCS Istituto Neurologico Carlo Besta Milano Italy

University Health Network University of Toronto Toronto ON Canada

University of Health and Allied Science in Ho Ghana

University of Pittsburgh Pittsburgh PA USA

Vanderbilt Genetics Institute Vanderbilt University Medical Center Nashville TN USA

Yale School of Medicine New Haven CT 06510 USA

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See more in PubMed

Fisher R. S. et al. ILAE official report: a practical clinical definition of epilepsy. Epilepsia 55, 475–482, doi:10.1111/epi.12550 (2014). PubMed DOI

World Health Organization. Epilepsy: a public health imperative., (2022).

Annegers J. F., Hauser W. A., Anderson V. E. & Kurland L. T. The risks of seizure disorders among relatives of patients with childhood onset epilepsy. Neurology 32, 174–179, doi:10.1212/wnl.32.2.174 (1982). PubMed DOI

Berkovic S. F., Howell R. A., Hay D. A. & Hopper J. L. Epilepsies in twins: genetics of the major epilepsy syndromes. Ann Neurol 43, 435–445, doi:10.1002/ana.410430405 (1998). PubMed DOI

Oliver K. L. et al. Genes4Epilepsy: An epilepsy gene resource. Epilepsia 64, 1368–1375, doi:10.1111/epi.17547 (2023). PubMed DOI PMC

May P. et al. Rare coding variants in genes encoding GABAA receptors in genetic generalised epilepsies: an exome-based case-control study. Lancet Neurol 17, 699–708, doi:10.1016/S1474-4422(18)30215-1 (2018). PubMed DOI

Baldassari S. et al. The landscape of epilepsy-related GATOR1 variants. Genet Med 21, 398–408, doi:10.1038/s41436-018-0060-2 (2019). PubMed DOI PMC

Epi4K consortium; Epilepsy Phenome/Genome Project. Ultra-rare genetic variation in common epilepsies: a case-control sequencing study. Lancet Neurol 16, 135–143, doi:10.1016/S1474-4422(16)30359-3 (2017). PubMed DOI

Epi25 Collaborative. Ultra-Rare Genetic Variation in the Epilepsies: A Whole-Exome Sequencing Study of 17,606 Individuals. Am J Hum Genet 105, 267–282, doi:10.1016/j.ajhg.2019.05.020 (2019). PubMed DOI PMC

Epi25 Collaborative. Sub-genic intolerance, ClinVar, and the epilepsies: A whole-exome sequencing study of 29,165 individuals. Am J Hum Genet 108, 965–982, doi:10.1016/j.ajhg.2021.04.009 (2021). PubMed DOI PMC

Samocha K. E. et al. Regional missense constraint improves variant deleteriousness prediction. BioRxiv, 148353 (2017).

Barwell J., Snape K. & Wedderburn S. The new genomic medicine service and implications for patients. Clin Med (Lond) 19, 273–277, doi:10.7861/clinmedicine.19-4-273 (2019). PubMed DOI PMC

Goodspeed K. et al. Current knowledge of SLC6A1-related neurodevelopmental disorders. Brain Commun 2, fcaa170, doi:10.1093/braincomms/fcaa170 (2020). PubMed DOI PMC

Absalom N. L. et al. Gain-of-function and loss-of-function GABRB3 variants lead to distinct clinical phenotypes in patients with developmental and epileptic encephalopathies. Nat Commun 13, 1822, doi:10.1038/s41467-022-29280-x (2022). PubMed DOI PMC

Koko M. et al. Distinct gene-set burden patterns underlie common generalized and focal epilepsies. EBioMedicine 72, 103588, doi:10.1016/j.ebiom.2021.103588 (2021). PubMed DOI PMC

Lal D. et al. Gene family information facilitates variant interpretation and identification of disease-associated genes in neurodevelopmental disorders. Genome Med 12, 28, doi:10.1186/s13073-020-00725-6 (2020). PubMed DOI PMC

Ruepp A. et al. CORUM: the comprehensive resource of mammalian protein complexes. Nucleic Acids Res 36, D646–650, doi:10.1093/nar/gkm936 (2008). PubMed DOI PMC

Farrant M. & Nusser Z. Variations on an inhibitory theme: phasic and tonic activation of GABA(A) receptors. Nat Rev Neurosci 6, 215–229, doi:10.1038/nrn1625 (2005). PubMed DOI

Maljevic S. et al. Spectrum of GABAA receptor variants in epilepsy. Curr Opin Neurol 32, 183–190, doi:10.1097/WCO.0000000000000657 (2019). PubMed DOI

Zhu S. et al. Structure of a human synaptic GABAA receptor. Nature 559, 67–72, doi:10.1038/s41586-018-0255-3 (2018). PubMed DOI PMC

Kellogg E. H., Leaver-Fay A. & Baker D. Role of conformational sampling in computing mutation-induced changes in protein structure and stability. Proteins 79, 830–838, doi:10.1002/prot.22921 (2011). PubMed DOI PMC

Fu J. M. et al. Rare coding variation provides insight into the genetic architecture and phenotypic context of autism. Nat Genet, doi:10.1038/s41588-022-01104-0 (2022). PubMed DOI PMC

de Kovel C. G. et al. Recurrent microdeletions at 15q11.2 and 16p13.11 predispose to idiopathic generalized epilepsies. Brain 133, 23–32, doi:10.1093/brain/awp262 (2010). PubMed DOI PMC

Whitney R. et al. The spectrum of epilepsy in children with 15q13.3 microdeletion syndrome. Seizure 92, 221–229, doi:10.1016/j.seizure.2021.09.016 (2021). PubMed DOI

Hardies K. et al. Duplications of 17q12 can cause familial fever-related epilepsy syndromes. Neurology 81, 1434–1440, doi:10.1212/WNL.0b013e3182a84163 (2013). PubMed DOI

DiStefano C. et al. Behavioral characterization of dup15q syndrome: Toward meaningful endpoints for clinical trials. Am J Med Genet A 182, 71–84, doi:10.1002/ajmg.a.61385 (2020). PubMed DOI PMC

Coughlin C. R. 2nd et al. Mutations in the mitochondrial cysteinyl-tRNA synthase gene, CARS2, lead to a severe epileptic encephalopathy and complex movement disorder. J Med Genet 52, 532–540, doi:10.1136/jmedgenet-2015-103049 (2015). PubMed DOI

Kapoor D., Majethia P., Anand A., Shukla A. & Sharma S. Expanding the electro-clinical phenotype of CARS2associated neuroregression. Epilepsy Behav Rep 16, 100485, doi:10.1016/j.ebr.2021.100485 (2021). PubMed DOI PMC

Pusalkar M. et al. Acute and Chronic Electroconvulsive Seizures (ECS) Differentially Regulate the Expression of Epigenetic Machinery in the Adult Rat Hippocampus. Int J Neuropsychopharmacol 19, doi:10.1093/ijnp/pyw040 (2016). PubMed DOI PMC

International League Against Epilepsy Consortium on Complex Epilepsies. GWAS meta-analysis of over 29,000 people with epilepsy identifies 26 risk loci and subtype-specific genetic architecture. Nat Genet 55, 1471–1482, doi:10.1038/s41588-023-01485-w (2023). PubMed DOI PMC

Priori S. G. et al. Mutations in the cardiac ryanodine receptor gene (hRyR2) underlie catecholaminergic polymorphic ventricular tachycardia. Circulation 103, 196–200, doi:10.1161/01.cir.103.2.196 (2001). PubMed DOI

Lehnart S. E. et al. Leaky Ca2+ release channel/ryanodine receptor 2 causes seizures and sudden cardiac death in mice. J Clin Invest 118, 2230–2245, doi:10.1172/JCI35346 (2008). PubMed DOI PMC

Yap S. M. & Smyth S. Ryanodine receptor 2 (RYR2) mutation: A potentially novel neurocardiac calcium channelopathy manifesting as primary generalised epilepsy. Seizure 67, 11–14, doi:10.1016/j.seizure.2019.02.017 (2019). PubMed DOI

Kang H. J. et al. Spatio-temporal transcriptome of the human brain. Nature 478, 483–489, doi:10.1038/nature10523 (2011). PubMed DOI PMC

Satterstrom F. K. et al. Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism. Cell 180, 568–584 e523, doi:10.1016/j.cell.2019.12.036 (2020). PubMed DOI PMC

Mi H., Muruganujan A., Casagrande J. T. & Thomas P. D. Large-scale gene function analysis with the PANTHER classification system. Nat Protoc 8, 1551–1566, doi:10.1038/nprot.2013.092 (2013). PubMed DOI PMC

Kaplanis J. et al. Evidence for 28 genetic disorders discovered by combining healthcare and research data. Nature 586, 757–762, doi:10.1038/s41586-020-2832-5 (2020). PubMed DOI PMC

Singh T. et al. Rare coding variants in ten genes confer substantial risk for schizophrenia. Nature 604, 509–516, doi:10.1038/s41586-022-04556-w (2022). PubMed DOI PMC

Kruidenier L. et al. A selective jumonji H3K27 demethylase inhibitor modulates the proinflammatory macrophage response. Nature 488, 404–408, doi:10.1038/nature11262 (2012). PubMed DOI PMC

Stamberger H. et al. NEXMIF encephalopathy: an X-linked disorder with male and female phenotypic patterns. Genet Med 23, 363–373, doi:10.1038/s41436-020-00988-9 (2021). PubMed DOI

de Lange I. M. et al. De novo mutations of KIAA2022 in females cause intellectual disability and intractable epilepsy. J Med Genet 53, 850–858, doi:10.1136/jmedgenet-2016-103909 (2016). PubMed DOI PMC

Sirmaci A. et al. Mutations in ANKRD11 cause KBG syndrome, characterized by intellectual disability, skeletal malformations, and macrodontia. Am J Hum Genet 89, 289–294, doi:10.1016/j.ajhg.2011.06.007 (2011). PubMed DOI PMC

Low K. et al. Clinical and genetic aspects of KBG syndrome. Am J Med Genet A 170, 2835–2846, doi:10.1002/ajmg.a.37842 (2016). PubMed DOI PMC

Sheikh B. N., Guhathakurta S. & Akhtar A. The non-specific lethal (NSL) complex at the crossroads of transcriptional control and cellular homeostasis. EMBO Rep 20, e47630, doi:10.15252/embr.201847630 (2019). PubMed DOI PMC

Koolen D. A. et al. Mutations in the chromatin modifier gene KANSL1 cause the 17q21.31 microdeletion syndrome. Nat Genet 44, 639–641, doi:10.1038/ng.2262 (2012). PubMed DOI

Zollino M. et al. Mutations in KANSL1 cause the 17q21.31 microdeletion syndrome phenotype. Nat Genet 44, 636–638, doi:10.1038/ng.2257 (2012). PubMed DOI

Fujiwara K. et al. Deletion of JMJD2B in neurons leads to defective spine maturation, hyperactive behavior and memory deficits in mouse. Transl Psychiatry 6, e766, doi:10.1038/tp.2016.31 (2016). PubMed DOI PMC

Duncan A. R. et al. Heterozygous Variants in KDM4B Lead to Global Developmental Delay and Neuroanatomical Defects. Am J Hum Genet 107, 1170–1177, doi:10.1016/j.ajhg.2020.11.001 (2020). PubMed DOI PMC

Delhaye S. & Bardoni B. Role of phosphodiesterases in the pathophysiology of neurodevelopmental disorders. Mol Psychiatry 26, 4570–4582, doi:10.1038/s41380-020-00997-9 (2021). PubMed DOI PMC

Lee D. Global and local missions of cAMP signaling in neural plasticity, learning, and memory. Front Pharmacol 6, 161, doi:10.3389/fphar.2015.00161 (2015). PubMed DOI PMC

Nilsson D. et al. Whole-Genome Sequencing of Cytogenetically Balanced Chromosome Translocations Identifies Potentially Pathological Gene Disruptions and Highlights the Importance of Microhomology in the Mechanism of Formation. Hum Mutat 38, 180–192, doi:10.1002/humu.23146 (2017). PubMed DOI PMC

Lopriore P., Gomes F., Montano V., Siciliano G. & Mancuso M. Mitochondrial Epilepsy, a Challenge for Neurologists. Int J Mol Sci 23, doi:10.3390/ijms232113216 (2022). PubMed DOI PMC

Harris P. A. et al. Research electronic data capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform 42, 377–381, doi:10.1016/j.jbi.2008.08.010 (2009). PubMed DOI PMC

Collaborative EPGP. The epilepsy phenome/genome project. Clin Trials 10, 568–586, doi:10.1177/1740774513484392 (2013). PubMed DOI PMC

Van der Auwera G. A. et al. From FastQ data to high confidence variant calls: the Genome Analysis Toolkit best practices pipeline. Curr Protoc Bioinformatics 43, 11 10 11–11 10 33, doi:10.1002/0471250953.bi1110s43 (2013). PubMed DOI PMC

McLaren W. et al. The Ensembl Variant Effect Predictor. Genome Biol 17, 122, doi:10.1186/s13059-016-0974-4 (2016). PubMed DOI PMC

Karczewski K. J. et al. The mutational constraint spectrum quantified from variation in 141,456 humans. Nature 581, 434–443, doi:10.1038/s41586-020-2308-7 (2020). PubMed DOI PMC

Hail v. 0.2.62–84fa81b9ea3d.

Li H. Toward better understanding of artifacts in variant calling from high-coverage samples. Bioinformatics 30, 2843–2851, doi:10.1093/bioinformatics/btu356 (2014). PubMed DOI PMC

Babadi M. et al. GATK-gCNV: A Rare Copy Number Variant Discovery Algorithm and Its Application to Exome Sequencing in the UK Biobank. bioRxiv, 2022.2008.2025.504851, doi:10.1101/2022.08.25.504851 (2022). DOI

Keenan A. B. et al. ChEA3: transcription factor enrichment analysis by orthogonal omics integration. Nucleic Acids Res 47, W212–W224, doi:10.1093/nar/gkz446 (2019). PubMed DOI PMC

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