1
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Carton RJ, Doyle MG, Kearney H, Steward CA, Lench NJ, Rogers A, Heinzen EL, McDonald S, Fay J, Lacey A, Beausang A, Cryan J, Brett F, El-Naggar H, Widdess-Walsh P, Costello D, Kilbride R, Doherty CP, Sweeney KJ, O'Brien DF, Henshall DC, Delanty N, Cavalleri GL, Benson KA. Somatic variants as a cause of drug-resistant epilepsy including mesial temporal lobe epilepsy with hippocampal sclerosis. Epilepsia 2024; 65:1451-1461. [PMID: 38491957 DOI: 10.1111/epi.17943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 02/14/2024] [Accepted: 02/26/2024] [Indexed: 03/18/2024]
Abstract
OBJECTIVE The contribution of somatic variants to epilepsy has recently been demonstrated, particularly in the etiology of malformations of cortical development. The aim of this study was to determine the diagnostic yield of somatic variants in genes that have been previously associated with a somatic or germline epilepsy model, ascertained from resected brain tissue from patients with multidrug-resistant focal epilepsy. METHODS Forty-two patients were recruited across three categories: (1) malformations of cortical development, (2) mesial temporal lobe epilepsy with hippocampal sclerosis, and (3) nonlesional focal epilepsy. Participants were subdivided based on histopathology of the resected brain. Paired blood- and brain-derived DNA samples were sequenced using high-coverage targeted next generation sequencing to high depth (585× and 1360×, respectively). Variants were identified using Genome Analysis ToolKit (GATK4) MuTect-2 and confirmed using high-coverage Amplicon-EZ sequencing. RESULTS Sequence data on 41 patients passed quality control. Four somatic variants were validated following amplicon sequencing: within CBL, ALG13, MTOR, and FLNA. The diagnostic yield across 41 patients was 10%, 9% in mesial temporal lobe epilepsy with hippocampal sclerosis and 20% in malformations of cortical development. SIGNIFICANCE This study provides novel insights into the etiology of mesial temporal lobe epilepsy with hippocampal sclerosis, highlighting a potential pathogenic role of somatic variants in CBL and ALG13. We also report candidate diagnostic somatic variants in FLNA in focal cortical dysplasia, while providing further insight into the importance of MTOR and related genes in focal cortical dysplasia. This work demonstrates the potential molecular diagnostic value of variants in both germline and somatic epilepsy genes.
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Affiliation(s)
- Robert J Carton
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Michael G Doyle
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
- Strategic Academic Recruitment Doctor of Medicine Programme, Royal College of Surgeons in Ireland in collaboration with Blackrock Clinic, Dublin, Ireland
| | - Hugh Kearney
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | | | | | - Anthony Rogers
- Congenica Limited, BioData Innovation Centre, Cambridge, UK
| | - Erin L Heinzen
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Seamus McDonald
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Joanna Fay
- Royal College of Surgeons in Ireland Biobanking Service, Dublin, Ireland
| | - Austin Lacey
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Alan Beausang
- Department of Neuropathology, Beaumont Hospital, Dublin, Ireland
| | - Jane Cryan
- Department of Neuropathology, Beaumont Hospital, Dublin, Ireland
| | - Francesca Brett
- Department of Neuropathology, Beaumont Hospital, Dublin, Ireland
| | - Hany El-Naggar
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Peter Widdess-Walsh
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Daniel Costello
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Neurology, Cork University Hospital, Cork, Ireland
| | - Ronan Kilbride
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Colin P Doherty
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Neurology, St. James's Hospital, Dublin, Ireland
| | - Kieron J Sweeney
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Donncha F O'Brien
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - David C Henshall
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Norman Delanty
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
- Epilepsy Programme, Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Gianpiero L Cavalleri
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Katherine A Benson
- FutureNeuro Science Foundation Ireland Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
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Panagiotakaki E, Tiziano FD, Mikati MA, Vijfhuizen LS, Nicole S, Lesca G, Abiusi E, Novelli A, Di Pietro L, Harder AVE, Walley NM, De Grandis E, Poulat AL, Portes VD, Lépine A, Nassogne MC, Arzimanoglou A, Vavassori R, Koenderink J, Thompson CH, George AL, Gurrieri F, van den Maagdenberg AMJM, Heinzen EL. Exome sequencing of ATP1A3-negative cases of alternating hemiplegia of childhood reveals SCN2A as a novel causative gene. Eur J Hum Genet 2024; 32:224-231. [PMID: 38097767 PMCID: PMC10853263 DOI: 10.1038/s41431-023-01489-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/25/2023] [Accepted: 10/18/2023] [Indexed: 02/10/2024] Open
Abstract
Alternating hemiplegia of childhood (AHC) is a rare neurodevelopment disorder that is typically characterized by debilitating episodic attacks of hemiplegia, seizures, and intellectual disability. Over 85% of individuals with AHC have a de novo missense variant in ATP1A3 encoding the catalytic α3 subunit of neuronal Na+/K+ ATPases. The remainder of the patients are genetically unexplained. Here, we used next-generation sequencing to search for the genetic cause of 26 ATP1A3-negative index patients with a clinical presentation of AHC or an AHC-like phenotype. Three patients had affected siblings. Using targeted sequencing of exonic, intronic, and flanking regions of ATP1A3 in 22 of the 26 index patients, we found no ultra-rare variants. Using exome sequencing, we identified the likely genetic diagnosis in 9 probands (35%) in five genes, including RHOBTB2 (n = 3), ATP1A2 (n = 3), ANK3 (n = 1), SCN2A (n = 1), and CHD2 (n = 1). In follow-up investigations, two additional ATP1A3-negative individuals were found to have rare missense SCN2A variants, including one de novo likely pathogenic variant and one likely pathogenic variant for which inheritance could not be determined. Functional evaluation of the variants identified in SCN2A and ATP1A2 supports the pathogenicity of the identified variants. Our data show that genetic variants in various neurodevelopmental genes, including SCN2A, lead to AHC or AHC-like presentation. Still, the majority of ATP1A3-negative AHC or AHC-like patients remain unexplained, suggesting that other mutational mechanisms may account for the phenotype or that cases may be explained by oligo- or polygenic risk factors.
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Affiliation(s)
- Eleni Panagiotakaki
- Department of Paediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Member of the ERN EpiCare, University Hospitals of Lyon (HCL), Lyon, France
| | - Francesco D Tiziano
- Institute of Genomic Medicine, Catholic University and Policlinico Gemelli, Fondazione Policlinico Universitario Agostino Gemelli IRCSS, Rome, Italy
| | - Mohamad A Mikati
- Division of Pediatric Neurology and Developmental Medicine, Duke University, Durham, NC, USA
| | - Lisanne S Vijfhuizen
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Sophie Nicole
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Gaetan Lesca
- Department of Medical Genetics, University Hospital of Lyon and Claude Bernard Lyon I University, Lyon France - Pathophysiology and Genetics of Neuron and Muscle (PNMG), UCBL, CNRS UMR5261 - INSERM U1315, Lyon, France
| | - Emanuela Abiusi
- Department of Life Sciences and Public Health, Section of Genomic Medicine, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Agnese Novelli
- Department of Life Sciences and Public Health, Section of Genomic Medicine, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Lorena Di Pietro
- Institute of Genomic Medicine, Catholic University and Policlinico Gemelli, Fondazione Policlinico Universitario Agostino Gemelli IRCSS, Rome, Italy
- Department of Life Sciences and Public Health, Section of Genomic Medicine, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Aster V E Harder
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Nicole M Walley
- Department of Pediatrics, Division of Medical Genetics, Duke Health, Durham, NC, USA
| | - Elisa De Grandis
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
- Child Neuropsychiatry Unit, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Anne-Lise Poulat
- Pediatric Neurology Department, Member of the ERN EpiCARE, University Hospitals of Lyon (HCL), Lyon, France
| | - Vincent Des Portes
- Pediatric Neurology Department, Member of the ERN EpiCARE, University Hospitals of Lyon (HCL), Lyon, France
| | - Anne Lépine
- Service de neuropédiatrie, Centre hospitalo universitaire de la Timone, Marseille, France
| | - Marie-Cecile Nassogne
- Institut des Maladies Rares, Cliniques Universitaires Saint-Luc, UCLouvain, Brussels, Belgium
- Service de Neurologie Pédiatrique, Member of the ERN MetabERN, Cliniques Universitaires Saint-Luc, UCLouvain, Brussels, Belgium
| | - Alexis Arzimanoglou
- Department of Paediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Member of the ERN EpiCare, University Hospitals of Lyon (HCL), Lyon, France
- Department of Child Neurology and Epilepsy Research Unit, Member of the ERN EpiCARE, Hospital San Juan de Dios, Barcelona, Spain
| | - Rosaria Vavassori
- Euro-Mediterranean Institute for Science and Technology I.E.ME.S.T., Palermo, Italy
| | - Jan Koenderink
- Department of Pharmacology and Toxicology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Christopher H Thompson
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alfred L George
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Fiorella Gurrieri
- Department of Medicine, Research Unit of Medical Genetics, Università Campus Bio-Medico di Roma, Roma, Italy
- Operative Research Unit of Medical Genetics Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Arn M J M van den Maagdenberg
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands.
| | - Erin L Heinzen
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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Lu J, Toro C, Adams DR, Moreno CAM, Lee WP, Leung YY, Harms MB, Vardarajan B, Heinzen EL. LUSTR: a new customizable tool for calling genome-wide germline and somatic short tandem repeat variants. BMC Genomics 2024; 25:115. [PMID: 38279154 PMCID: PMC10811831 DOI: 10.1186/s12864-023-09935-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 12/21/2023] [Indexed: 01/28/2024] Open
Abstract
BACKGROUND Short tandem repeats (STRs) are widely distributed across the human genome and are associated with numerous neurological disorders. However, the extent that STRs contribute to disease is likely under-estimated because of the challenges calling these variants in short read next generation sequencing data. Several computational tools have been developed for STR variant calling, but none fully address all of the complexities associated with this variant class. RESULTS Here we introduce LUSTR which is designed to address some of the challenges associated with STR variant calling by enabling more flexibility in defining STR loci, allowing for customizable modules to tailor analyses, and expanding the capability to call somatic and multiallelic STR variants. LUSTR is a user-friendly and easily customizable tool for targeted or unbiased genome-wide STR variant screening that can use either predefined or novel genome builds. Using both simulated and real data sets, we demonstrated that LUSTR accurately infers germline and somatic STR expansions in individuals with and without diseases. CONCLUSIONS LUSTR offers a powerful and user-friendly approach that allows for the identification of STR variants and can facilitate more comprehensive studies evaluating the role of pathogenic STR variants across human diseases.
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Affiliation(s)
- Jinfeng Lu
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
- The Taub Institute for Research On Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Department of Neurology, College of Physicians and Surgeons, Columbia University, The New York Presbyterian Hospital, New York, NY, 10032, USA.
| | - Camilo Toro
- NIH Undiagnosed Diseases Program, National Human Genome Research Institute (NHGRI), National Institutes of Health, Bethesda, MD, 20892, USA
| | - David R Adams
- NIH Undiagnosed Diseases Program, National Human Genome Research Institute (NHGRI), National Institutes of Health, Bethesda, MD, 20892, USA
| | | | - Wan-Ping Lee
- Penn Neurodegeneration Genomics Center, Department of Pathology and Laboratory MedicinePerelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Yuk Yee Leung
- Penn Neurodegeneration Genomics Center, Department of Pathology and Laboratory MedicinePerelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Mathew B Harms
- Department of Neurology, Division of Neuromuscular Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Badri Vardarajan
- The Taub Institute for Research On Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Department of Neurology, College of Physicians and Surgeons, Columbia University, The New York Presbyterian Hospital, New York, NY, 10032, USA
| | - Erin L Heinzen
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
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4
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Dharmadhikari AV, Abad MA, Khan S, Maroofian R, Sands TT, Ullah F, Samejima I, Wear MA, Moore KE, Kondakova E, Mitina N, Schaub T, Lee GK, Umandap CH, Berger SM, Iglesias AD, Popp B, Jamra RA, Gabriel H, Rentas S, Rippert AL, Izumi K, Conlin LK, Koboldt DC, Mosher TM, Hickey SE, Albert DVF, Norwood H, Lewanda AF, Dai H, Liu P, Mitani T, Marafi D, Pehlivan D, Posey JE, Lippa N, Vena N, Heinzen EL, Goldstein DB, Mignot C, de Sainte Agathe JM, Al-Sannaa NA, Zamani M, Sadeghian S, Azizimalamiri R, Seifia T, Zaki MS, Abdel-Salam GMH, Abdel-Hamid M, Alabdi L, Alkuraya FS, Dawoud H, Lofty A, Bauer P, Zifarelli G, Afzal E, Zafar F, Efthymiou S, Gossett D, Towne MC, Yeneabat R, Wontakal SN, Aggarwal VS, Rosenfeld JA, Tarabykin V, Ohta S, Lupski JR, Houlden H, Earnshaw WC, Davis EE, Jeyaprakash AA, Liao J. RNA methyltransferase SPOUT1/CENP-32 links mitotic spindle organization with the neurodevelopmental disorder SpADMiSS. medRxiv 2024:2024.01.09.23300329. [PMID: 38260255 PMCID: PMC10802637 DOI: 10.1101/2024.01.09.23300329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
SPOUT1/CENP-32 encodes a putative SPOUT RNA methyltransferase previously identified as a mitotic chromosome associated protein. SPOUT1/CENP-32 depletion leads to centrosome detachment from the spindle poles and chromosome misalignment. Aided by gene matching platforms, we identified 24 individuals with neurodevelopmental delays from 18 families with bi-allelic variants in SPOUT1/CENP-32 detected by exome/genome sequencing. Zebrafish spout1/cenp-32 mutants showed reduction in larval head size with concomitant apoptosis likely associated with altered cell cycle progression. In vivo complementation assays in zebrafish indicated that SPOUT1/CENP-32 missense variants identified in humans are pathogenic. Crystal structure analysis of SPOUT1/CENP-32 revealed that most disease-associated missense variants mapped to the catalytic domain. Additionally, SPOUT1/CENP-32 recurrent missense variants had reduced methyltransferase activity in vitro and compromised centrosome tethering to the spindle poles in human cells. Thus, SPOUT1/CENP-32 pathogenic variants cause an autosomal recessive neurodevelopmental disorder: SpADMiSS ( SPOUT1 Associated Development delay Microcephaly Seizures Short stature) underpinned by mitotic spindle organization defects and consequent chromosome segregation errors.
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5
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Elziny S, Sran S, Yoon H, Corrigan RR, Page J, Ringland A, Lanier A, Lapidus S, Foreman J, Heinzen EL, Iffland P, Crino PB, Bedrosian TA. Loss of Slc35a2 alters development of the mouse cerebral cortex. bioRxiv 2023:2023.11.29.569243. [PMID: 38077069 PMCID: PMC10705455 DOI: 10.1101/2023.11.29.569243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
Brain somatic variants in SLC35A2 are associated with clinically drug-resistant epilepsy and developmental brain malformations, including mild malformation of cortical development with oligodendroglial hyperplasia in epilepsy (MOGHE). SLC35A2 encodes a uridine diphosphate galactose translocator that is essential for protein glycosylation; however, the neurodevelopmental mechanisms by which SLC35A2 disruption leads to clinical and histopathological features remain unspecified. We hypothesized that focal knockout (KO) or knockdown (KD) of Slc35a2 in the developing mouse cortex would disrupt cerebral cortical development through altered neuronal migration and cause changes in network excitability. We used in utero electroporation (IUE) to introduce CRISPR/Cas9 and targeted guide RNAs or short-hairpin RNAs to achieve Slc35a2 KO or KD, respectively, during early corticogenesis. Following Slc35a2 KO or KD, we observed disrupted radial migration of transfected neurons evidenced by heterotopic cells located in lower cortical layers and in the sub-cortical white matter. Slc35a2 KO in neurons did not induce changes in oligodendrocyte number, suggesting that the oligodendroglial hyperplasia observed in MOGHE originates from distinct cell autonomous effects. Spontaneous seizures were not observed, but intracranial EEG recordings after focal KO showed a reduced seizure threshold following pentylenetetrazol injection. These results demonstrate that Slc35a2 KO or KD in vivo disrupts corticogenesis through altered neuronal migration.
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Affiliation(s)
- Soad Elziny
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sahibjot Sran
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Hyojung Yoon
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Rachel R. Corrigan
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - John Page
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Amanda Ringland
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Anna Lanier
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Sara Lapidus
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - James Foreman
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Erin L. Heinzen
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy and Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Philip Iffland
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Peter B. Crino
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Tracy A. Bedrosian
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
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6
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Miller KE, Rivaldi AC, Shinagawa N, Sran S, Navarro JB, Westfall JJ, Miller AR, Roberts RD, Akkari Y, Supinger R, Hester ME, Marhabaie M, Gade M, Lu J, Rodziyevska O, Bhattacharjee MB, Von Allmen GK, Yang E, Lidov HGW, Harini C, Shah MN, Leonard J, Pindrik J, Shaikhouni A, Goldman JE, Pierson CR, Thomas DL, Boué DR, Ostendorf AP, Mardis ER, Poduri A, Koboldt DC, Heinzen EL, Bedrosian TA. Post-zygotic rescue of meiotic errors causes brain mosaicism and focal epilepsy. Nat Genet 2023; 55:1920-1928. [PMID: 37872450 PMCID: PMC10714261 DOI: 10.1038/s41588-023-01547-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 09/21/2023] [Indexed: 10/25/2023]
Abstract
Somatic mosaicism is a known cause of neurological disorders, including developmental brain malformations and epilepsy. Brain mosaicism is traditionally attributed to post-zygotic genetic alterations arising in fetal development. Here we describe post-zygotic rescue of meiotic errors as an alternate origin of brain mosaicism in patients with focal epilepsy who have mosaic chromosome 1q copy number gains. Genomic analysis showed evidence of an extra parentally derived chromosome 1q allele in the resected brain tissue from five of six patients. This copy number gain is observed only in patient brain tissue, but not in blood or buccal cells, and is strongly enriched in astrocytes. Astrocytes carrying chromosome 1q gains exhibit distinct gene expression signatures and hyaline inclusions, supporting a novel genetic association for astrocytic inclusions in epilepsy. Further, these data demonstrate an alternate mechanism of brain chromosomal mosaicism, with parentally derived copy number gain isolated to brain, reflecting rescue in other tissues during development.
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Affiliation(s)
- Katherine E Miller
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University, Columbus, OH, USA
| | - Adithe C Rivaldi
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Noriyuki Shinagawa
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Sahib Sran
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Jason B Navarro
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Jesse J Westfall
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Anthony R Miller
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Ryan D Roberts
- Department of Pediatrics, The Ohio State University, Columbus, OH, USA
| | - Yassmine Akkari
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Rachel Supinger
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Mark E Hester
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University, Columbus, OH, USA
| | - Mohammad Marhabaie
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Meethila Gade
- Division of Pharmacotherapy and Experimental Therapeutics in the Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jinfeng Lu
- Division of Pharmacotherapy and Experimental Therapeutics in the Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Olga Rodziyevska
- Division of Child Neurology, Department of Pediatrics, McGovern Medical School, Houston, TX, USA
| | | | - Gretchen K Von Allmen
- Division of Child Neurology, Department of Pediatrics, McGovern Medical School, Houston, TX, USA
- Department of Neurology, McGovern Medical School, Houston, TX, USA
| | - Edward Yang
- Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Hart G W Lidov
- Department of Pathology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Chellamani Harini
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Manish N Shah
- Departments of Pediatric Surgery and Neurosurgery, McGovern Medical School, Houston, TX, USA
| | - Jeffrey Leonard
- Department of Neurosurgery, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Neurosurgery, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Jonathan Pindrik
- Department of Neurosurgery, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Neurosurgery, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Ammar Shaikhouni
- Department of Neurosurgery, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Neurosurgery, The Ohio State University College of Medicine, Columbus, OH, USA
| | - James E Goldman
- Department of Pathology and Cell Biology, Columbia University, New York, NY, USA
| | - Christopher R Pierson
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pathology, The Ohio State University College of Medicine, Columbus, OH, USA
- Department of Biomedical Education & Anatomy, Division of Anatomy, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Diana L Thomas
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pathology, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Daniel R Boué
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pathology, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Adam P Ostendorf
- Department of Pediatrics, The Ohio State University, Columbus, OH, USA
- Division of Pediatric Neurology, Nationwide Children's Hospital, Columbus, OH, USA
| | - Elaine R Mardis
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Neurosurgery, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Annapurna Poduri
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Daniel C Koboldt
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University, Columbus, OH, USA
| | - Erin L Heinzen
- Division of Pharmacotherapy and Experimental Therapeutics in the Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Genetics in the School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Tracy A Bedrosian
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA.
- Department of Pediatrics, The Ohio State University, Columbus, OH, USA.
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7
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Brunklaus A, George AL, Lal D, Heinzen EL, Goldman AM. Prophecy or empiricism? Clinical value of predicting versus determining genetic variant functions. Epilepsia 2023; 64:2909-2913. [PMID: 37562820 DOI: 10.1111/epi.17743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/08/2023] [Accepted: 08/09/2023] [Indexed: 08/12/2023]
Abstract
The recent explosion of epilepsy genetic testing has created challenges for interpretation of gene variants. Assessments of the functional consequences of genetic variants either by predictive or experimental strategies can contribute to estimating pathogenicity, but there is no consensus on which approach is best. The Special Interest Group on Epilepsy Genetics hosted a session during the Annual American Epilepsy Society Meeting in December 2022 to discuss this topic. The session featured a debate of the relative advantages and limitations of predicting (prophecy) versus experimentally determining (empiricism) variant function using ion channel gene variants as examples. This commentary summarizes these discussions.
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Affiliation(s)
- Andreas Brunklaus
- Royal Hospital for Children, Glasgow, UK
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Alfred L George
- Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Dennis Lal
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Erin L Heinzen
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Genetics, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Alica M Goldman
- Department of Neurology, Peter Kellaway Neurophysiology Section, Baylor College of Medicine, Houston, Texas, USA
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8
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Stevelink R, Campbell C, Chen S, Abou-Khalil B, Adesoji OM, Afawi Z, Amadori E, Anderson A, Anderson J, Andrade DM, Annesi G, Auce P, Avbersek A, Bahlo M, Baker MD, Balagura G, Balestrini S, Barba C, Barboza K, Bartolomei F, Bast T, Baum L, Baumgartner T, Baykan B, Bebek N, Becker AJ, Becker F, Bennett CA, Berghuis B, Berkovic SF, Beydoun A, Bianchini C, Bisulli F, Blatt I, Bobbili DR, Borggraefe I, Bosselmann C, Braatz V, Bradfield JP, Brockmann K, Brody LC, Buono RJ, Busch RM, Caglayan H, Campbell E, Canafoglia L, Canavati C, Cascino GD, Castellotti B, Catarino CB, Cavalleri GL, Cerrato F, Chassoux F, Cherny SS, Cheung CL, Chinthapalli K, Chou IJ, Chung SK, Churchhouse C, Clark PO, Cole AJ, Compston A, Coppola A, Cosico M, Cossette P, Craig JJ, Cusick C, Daly MJ, Davis LK, de Haan GJ, Delanty N, Depondt C, Derambure P, Devinsky O, Di Vito L, Dlugos DJ, Doccini V, Doherty CP, El-Naggar H, Elger CE, Ellis CA, Eriksson JG, Faucon A, Feng YCA, Ferguson L, Ferraro TN, Ferri L, Feucht M, Fitzgerald M, Fonferko-Shadrach B, Fortunato F, Franceschetti S, Franke A, French JA, Freri E, Gagliardi M, Gambardella A, Geller EB, Giangregorio T, Gjerstad L, Glauser T, Goldberg E, Goldman A, Granata T, Greenberg DA, Guerrini R, Gupta N, Haas KF, Hakonarson H, Hallmann K, Hassanin E, Hegde M, Heinzen EL, Helbig I, Hengsbach C, Heyne HO, Hirose S, Hirsch E, Hjalgrim H, Howrigan DP, Hucks D, Hung PC, Iacomino M, Imbach LL, Inoue Y, Ishii A, Jamnadas-Khoda J, Jehi L, Johnson MR, Kälviäinen R, Kamatani Y, Kanaan M, Kanai M, Kantanen AM, Kara B, Kariuki SM, Kasperavičiūte D, Kasteleijn-Nolst Trenite D, Kato M, Kegele J, Kesim Y, Khoueiry-Zgheib N, King C, Kirsch HE, Klein KM, Kluger G, Knake S, Knowlton RC, Koeleman BPC, Korczyn AD, Koupparis A, Kousiappa I, Krause R, Krenn M, Krestel H, Krey I, Kunz WS, Kurki MI, Kurlemann G, Kuzniecky R, Kwan P, Labate A, Lacey A, Lal D, Landoulsi Z, Lau YL, Lauxmann S, Leech SL, Lehesjoki AE, Lemke JR, Lerche H, Lesca G, Leu C, Lewin N, Lewis-Smith D, Li GHY, Li QS, Licchetta L, Lin KL, Lindhout D, Linnankivi T, Lopes-Cendes I, Lowenstein DH, Lui CHT, Madia F, Magnusson S, Marson AG, May P, McGraw CM, Mei D, Mills JL, Minardi R, Mirza N, Møller RS, Molloy AM, Montomoli M, Mostacci B, Muccioli L, Muhle H, Müller-Schlüter K, Najm IM, Nasreddine W, Neale BM, Neubauer B, Newton CRJC, Nöthen MM, Nothnagel M, Nürnberg P, O’Brien TJ, Okada Y, Ólafsson E, Oliver KL, Özkara C, Palotie A, Pangilinan F, Papacostas SS, Parrini E, Pato CN, Pato MT, Pendziwiat M, Petrovski S, Pickrell WO, Pinsky R, Pippucci T, Poduri A, Pondrelli F, Powell RHW, Privitera M, Rademacher A, Radtke R, Ragona F, Rau S, Rees MI, Regan BM, Reif PS, Rhelms S, Riva A, Rosenow F, Ryvlin P, Saarela A, Sadleir LG, Sander JW, Sander T, Scala M, Scattergood T, Schachter SC, Schankin CJ, Scheffer IE, Schmitz B, Schoch S, Schubert-Bast S, Schulze-Bonhage A, Scudieri P, Sham P, Sheidley BR, Shih JJ, Sills GJ, Sisodiya SM, Smith MC, Smith PE, Sonsma ACM, Speed D, Sperling MR, Stefansson H, Stefansson K, Steinhoff BJ, Stephani U, Stewart WC, Stipa C, Striano P, Stroink H, Strzelczyk A, Surges R, Suzuki T, Tan KM, Taneja RS, Tanteles GA, Taubøll E, Thio LL, Thomas GN, Thomas RH, Timonen O, Tinuper P, Todaro M, Topaloğlu P, Tozzi R, Tsai MH, Tumiene B, Turkdogan D, Unnsteinsdóttir U, Utkus A, Vaidiswaran P, Valton L, van Baalen A, Vetro A, Vining EPG, Visscher F, von Brauchitsch S, von Wrede R, Wagner RG, Weber YG, Weckhuysen S, Weisenberg J, Weller M, Widdess-Walsh P, Wolff M, Wolking S, Wu D, Yamakawa K, Yang W, Yapıcı Z, Yücesan E, Zagaglia S, Zahnert F, Zara F, Zhou W, Zimprich F, Zsurka G, Zulfiqar Ali Q. GWAS meta-analysis of over 29,000 people with epilepsy identifies 26 risk loci and subtype-specific genetic architecture. Nat Genet 2023; 55:1471-1482. [PMID: 37653029 PMCID: PMC10484785 DOI: 10.1038/s41588-023-01485-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 07/21/2023] [Indexed: 09/02/2023]
Abstract
Epilepsy is a highly heritable disorder affecting over 50 million people worldwide, of which about one-third are resistant to current treatments. Here we report a multi-ancestry genome-wide association study including 29,944 cases, stratified into three broad categories and seven subtypes of epilepsy, and 52,538 controls. We identify 26 genome-wide significant loci, 19 of which are specific to genetic generalized epilepsy (GGE). We implicate 29 likely causal genes underlying these 26 loci. SNP-based heritability analyses show that common variants explain between 39.6% and 90% of genetic risk for GGE and its subtypes. Subtype analysis revealed markedly different genetic architectures between focal and generalized epilepsies. Gene-set analyses of GGE signals implicate synaptic processes in both excitatory and inhibitory neurons in the brain. Prioritized candidate genes overlap with monogenic epilepsy genes and with targets of current antiseizure medications. Finally, we leverage our results to identify alternate drugs with predicted efficacy if repurposed for epilepsy treatment.
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9
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Green TE, Fujita A, Ghaderi N, Heinzen EL, Matsumoto N, Klein KM, Berkovic SF, Hildebrand MS. Brain mosaicism of hedgehog signalling and other cilia genes in hypothalamic hamartoma. Neurobiol Dis 2023; 185:106261. [PMID: 37579995 DOI: 10.1016/j.nbd.2023.106261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 08/02/2023] [Accepted: 08/11/2023] [Indexed: 08/16/2023] Open
Abstract
Hypothalamic hamartoma (HH) is a rare benign developmental brain lesion commonly associated with a well characterized epilepsy phenotype. Most individuals with HH are non-syndromic without additional developmental anomalies nor a family history of disease. Nonetheless, HH is a feature of Pallister-Hall (PHS) and Oro-Facial-Digital Type VI (OFD VI) syndromes, both characterized by additional developmental anomalies. Initial genetic of analysis HH began with syndromic HH, where germline inherited or de novo variants in GLI3, encoding a central transcription factor in the sonic hedgehog (Shh) signalling pathway, were identified in most individuals with PHS. Following these discoveries in syndromic HH, the hypothesis that post-zygotic mosaicism in related genes may underly non-syndromic HH was tested. We discuss the identified mosaic variants within individuals with non-syndromic HH, review the analytical methodologies and diagnostic yields, and explore understanding of the functional role of the implicated genes with respect to Shh signalling, and cilia development and function. We also outline future challenges in studying non-syndromic HH and suggest potential novel strategies to interrogate brain mosaicism in HH.
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Affiliation(s)
- Timothy E Green
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, Victoria 3084, Australia
| | - Atsushi Fujita
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Navid Ghaderi
- Departments of Clinical Neurosciences, Medical Genetics and Community Health Sciences, Hotchkiss Brain Institute & Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Canada
| | - Erin L Heinzen
- Eshelman School of Pharmacy, Division of Pharmacotherapy and Experimental Therapeutics, Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
| | - Naomichi Matsumoto
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Karl Martin Klein
- Departments of Clinical Neurosciences, Medical Genetics and Community Health Sciences, Hotchkiss Brain Institute & Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Canada; Epilepsy Center Frankfurt Rhine-Main and Department of Neurology, Goethe University and University Hospital Frankfurt, Frankfurt am Main, Germany; LOEWE Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Samuel F Berkovic
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, Victoria 3084, Australia
| | - Michael S Hildebrand
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, Victoria 3084, Australia; Murdoch Children's Research Institute, The Royal Children's Hospital, Parkville, Victoria, Australia.
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10
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Khoshkhoo S, Wang Y, Chahine Y, Erson-Omay EZ, Robert SM, Kiziltug E, Damisah EC, Nelson-Williams C, Zhu G, Kong W, Huang AY, Stronge E, Phillips HW, Chhouk BH, Bizzotto S, Chen MH, Adikari TN, Ye Z, Witkowski T, Lai D, Lee N, Lokan J, Scheffer IE, Berkovic SF, Haider S, Hildebrand MS, Yang E, Gunel M, Lifton RP, Richardson RM, Blümcke I, Alexandrescu S, Huttner A, Heinzen EL, Zhu J, Poduri A, DeLanerolle N, Spencer DD, Lee EA, Walsh CA, Kahle KT. Contribution of Somatic Ras/Raf/Mitogen-Activated Protein Kinase Variants in the Hippocampus in Drug-Resistant Mesial Temporal Lobe Epilepsy. JAMA Neurol 2023; 80:578-587. [PMID: 37126322 PMCID: PMC10152377 DOI: 10.1001/jamaneurol.2023.0473] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 12/31/2022] [Indexed: 05/02/2023]
Abstract
Importance Mesial temporal lobe epilepsy (MTLE) is the most common focal epilepsy subtype and is often refractory to antiseizure medications. While most patients with MTLE do not have pathogenic germline genetic variants, the contribution of postzygotic (ie, somatic) variants in the brain is unknown. Objective To test the association between pathogenic somatic variants in the hippocampus and MTLE. Design, Setting, and Participants This case-control genetic association study analyzed the DNA derived from hippocampal tissue of neurosurgically treated patients with MTLE and age-matched and sex-matched neurotypical controls. Participants treated at level 4 epilepsy centers were enrolled from 1988 through 2019, and clinical data were collected retrospectively. Whole-exome and gene-panel sequencing (each genomic region sequenced more than 500 times on average) were used to identify candidate pathogenic somatic variants. A subset of novel variants was functionally evaluated using cellular and molecular assays. Patients with nonlesional and lesional (mesial temporal sclerosis, focal cortical dysplasia, and low-grade epilepsy-associated tumors) drug-resistant MTLE who underwent anterior medial temporal lobectomy were eligible. All patients with available frozen tissue and appropriate consents were included. Control brain tissue was obtained from neurotypical donors at brain banks. Data were analyzed from June 2020 to August 2022. Exposures Drug-resistant MTLE. Main Outcomes and Measures Presence and abundance of pathogenic somatic variants in the hippocampus vs the unaffected temporal neocortex. Results Of 105 included patients with MTLE, 53 (50.5%) were female, and the median (IQR) age was 32 (26-44) years; of 30 neurotypical controls, 11 (36.7%) were female, and the median (IQR) age was 37 (18-53) years. Eleven pathogenic somatic variants enriched in the hippocampus relative to the unaffected temporal neocortex (median [IQR] variant allele frequency, 1.92 [1.5-2.7] vs 0.3 [0-0.9]; P = .01) were detected in patients with MTLE but not in controls. Ten of these variants were in PTPN11, SOS1, KRAS, BRAF, and NF1, all predicted to constitutively activate Ras/Raf/mitogen-activated protein kinase (MAPK) signaling. Immunohistochemical studies of variant-positive hippocampal tissue demonstrated increased Erk1/2 phosphorylation, indicative of Ras/Raf/MAPK activation, predominantly in glial cells. Molecular assays showed abnormal liquid-liquid phase separation for the PTPN11 variants as a possible dominant gain-of-function mechanism. Conclusions and Relevance Hippocampal somatic variants, particularly those activating Ras/Raf/MAPK signaling, may contribute to the pathogenesis of sporadic, drug-resistant MTLE. These findings may provide a novel genetic mechanism and highlight new therapeutic targets for this common indication for epilepsy surgery.
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Affiliation(s)
- Sattar Khoshkhoo
- Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Yilan Wang
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, Massachusetts
| | - Yasmine Chahine
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
| | - E. Zeynep Erson-Omay
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut
| | - Stephanie M. Robert
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut
| | - Emre Kiziltug
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut
| | - Eyiyemisi C. Damisah
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut
| | | | - Guangya Zhu
- Interdisciplinary Research Center on Biology and Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - Wenna Kong
- Interdisciplinary Research Center on Biology and Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - August Yue Huang
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Edward Stronge
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - H. Westley Phillips
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles
| | - Brian H. Chhouk
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
| | - Sara Bizzotto
- Sorbonne University, Paris Brain Institute (ICM), National Institute of Health and Medical Research (INSERM), National Center for Scientific Research (CNRS), Paris, France
| | - Ming Hui Chen
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
| | - Thiuni N. Adikari
- Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Australia
| | - Zimeng Ye
- Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Australia
| | - Tom Witkowski
- Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Australia
| | - Dulcie Lai
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
| | - Nadine Lee
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
| | - Julie Lokan
- Department of Anatomical Pathology, Austin Health, Heidelberg, Australia
| | - Ingrid E. Scheffer
- Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Australia
- Murdoch Children’s Research Institute, Parkville, Australia
- Florey Institute of Neuroscience and Mental Health, Heidelberg, Australia
- Department of Pediatrics, University of Melbourne, Royal Children’s Hospital, Parkville, Australia
- Bladin-Berkovic Comprehensive Epilepsy Program, Department of Neurology, Austin Health, Heidelberg, Australia
| | - Samuel F. Berkovic
- Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Australia
- Bladin-Berkovic Comprehensive Epilepsy Program, Department of Neurology, Austin Health, Heidelberg, Australia
| | - Shozeb Haider
- Department of Pharmaceutical and Biological Chemistry, University College London School of Pharmacy, London, United Kingdom
| | - Michael S. Hildebrand
- Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Australia
- Murdoch Children’s Research Institute, Parkville, Australia
| | - Edward Yang
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Murat Gunel
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut
| | - Richard P. Lifton
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut
- Laboratory of Human Genetics and Genomics, The Rockefeller University, New York, New York
| | | | - Ingmar Blümcke
- Department of Neuropathology, University Hospitals Erlangen, Erlangen, Germany
- Epilepsy Center, Cleveland Clinic, Cleveland, Ohio
| | - Sanda Alexandrescu
- Department of Pathology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Anita Huttner
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Erin L. Heinzen
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill
| | - Jidong Zhu
- Interdisciplinary Research Center on Biology and Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - Annapurna Poduri
- Epilepsy Genetics Program, Division of Epilepsy and Neurophysiology, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nihal DeLanerolle
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut
| | - Dennis D. Spencer
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut
| | - Eunjung Alice Lee
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Christopher A. Walsh
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Neurology and Pediatrics, Harvard Medical School, Boston, Massachusetts
- Allen Discovery Center for Human Brain Evolution, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
- Howard Hughes Medical Institute, Boston, Massachusetts
| | - Kristopher T. Kahle
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Laboratory of Human Genetics and Genomics, The Rockefeller University, New York, New York
- Department of Neurosurgery, Boston Children’s Hospital, Boston, Massachusetts
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11
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Perucca P, Stanley K, Harris N, McIntosh AM, Asadi-Pooya AA, Mikati MA, Andrade DM, Dugan P, Depondt C, Choi H, Heinzen EL, Cavalleri GL, Buono RJ, Devinsky O, Sperling MR, Berkovic SF, Delanty N, Goldstein DB, O'Brien TJ. Rare Genetic Variation and Outcome of Surgery for Mesial Temporal Lobe Epilepsy. Ann Neurol 2022; 93:752-761. [PMID: 36534060 DOI: 10.1002/ana.26581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 12/03/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVE Genetic factors have long been debated as a cause of failure of surgery for mesial temporal lobe epilepsy (MTLE). We investigated whether rare genetic variation influences seizure outcomes of MTLE surgery. METHODS We performed an international, multicenter, whole exome sequencing study of patients who underwent surgery for drug-resistant, unilateral MTLE with normal magnetic resonance imaging (MRI) or MRI evidence of hippocampal sclerosis and ≥2-year postsurgical follow-up. Patients with either sustained seizure freedom (favorable outcome) or ongoing uncontrolled seizures since surgery (unfavorable outcome) were included. Exomes of controls without epilepsy were also included. Gene set burden analyses were carried out to identify genes with significant enrichment of rare deleterious variants in patients compared to controls. RESULTS Nine centers from 3 continents contributed 206 patients operated for drug-resistant unilateral MTLE, of whom 196 (149 with favorable outcome and 47 with unfavorable outcome) were included after stringent quality control. Compared to 8,718 controls, MTLE cases carried a higher burden of ultrarare missense variants in constrained genes that are intolerant to loss-of-function (LoF) variants (odds ratio [OR] = 2.6, 95% confidence interval [CI] = 1.9-3.5, p = 1.3E-09) and in genes encoding voltage-gated cation channels (OR = 2.4, 95% CI = 1.4-3.8, p = 2.7E-04). Proportions of subjects with such variants were comparable between patients with favorable outcome and those with unfavorable outcome, with no significant between-group differences. INTERPRETATION Rare variation contributes to the genetic architecture of MTLE, but does not appear to have a major role in failure of MTLE surgery. These findings can be incorporated into presurgical decision-making and counseling. ANN NEUROL 2022.
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Affiliation(s)
- Piero Perucca
- Epilepsy Research Centre, Department of Medicine, Austin Health, University of Melbourne, Melbourne, Victoria, Australia
- Bladin-Berkovic Comprehensive Epilepsy Program, Department of Neurology, Austin Health, Melbourne, Victoria, Australia
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- Department of Neurology, Alfred Health, Melbourne, Victoria, Australia
| | - Kate Stanley
- Institute for Genomic Medicine, Columbia University, New York, New York, USA
| | - Natasha Harris
- Institute for Genomic Medicine, Columbia University, New York, New York, USA
| | - Anne M McIntosh
- Epilepsy Research Centre, Department of Medicine, Austin Health, University of Melbourne, Melbourne, Victoria, Australia
- Bladin-Berkovic Comprehensive Epilepsy Program, Department of Neurology, Austin Health, Melbourne, Victoria, Australia
- Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Ali A Asadi-Pooya
- Jefferson Comprehensive Epilepsy Center, Department of Neurology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
- Epilepsy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohamad A Mikati
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, North Carolina, USA
| | | | - Patricia Dugan
- Department of Neurology, New York University Langone Medical Center, New York, New York, USA
| | - Chantal Depondt
- Department of Neurology, Hôpital Universitaire de Bruxelles, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Hyunmi Choi
- Department of Neurology, Columbia University, New York, New York, USA
| | - Erin L Heinzen
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Gianpiero L Cavalleri
- FutureNeuro Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Russell J Buono
- Department of Biomedical Science, Cooper Medical School of Rowan University, Camden, New Jersey, USA
| | - Orrin Devinsky
- Department of Neurology, New York University Langone Medical Center, New York, New York, USA
| | - Michael R Sperling
- Jefferson Comprehensive Epilepsy Center, Department of Neurology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Samuel F Berkovic
- Epilepsy Research Centre, Department of Medicine, Austin Health, University of Melbourne, Melbourne, Victoria, Australia
- Bladin-Berkovic Comprehensive Epilepsy Program, Department of Neurology, Austin Health, Melbourne, Victoria, Australia
| | - Norman Delanty
- FutureNeuro Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University, New York, New York, USA
| | - Terence J O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- Department of Neurology, Alfred Health, Melbourne, Victoria, Australia
- Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Melbourne, Victoria, Australia
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12
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Lai D, Gade M, Yang E, Koh HY, Lu J, Walley NM, Buckley AF, Sands TT, Akman CI, Mikati MA, McKhann GM, Goldman JE, Canoll P, Alexander AL, Park KL, Von Allmen GK, Rodziyevska O, Bhattacharjee MB, Lidov HGW, Vogel H, Grant GA, Porter BE, Poduri AH, Crino PB, Heinzen EL. Somatic variants in diverse genes leads to a spectrum of focal cortical malformations. Brain 2022; 145:2704-2720. [PMID: 35441233 PMCID: PMC9612793 DOI: 10.1093/brain/awac117] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 02/19/2022] [Accepted: 03/13/2022] [Indexed: 11/14/2022] Open
Abstract
Post-zygotically acquired genetic variants, or somatic variants, that arise during cortical development have emerged as important causes of focal epilepsies, particularly those due to malformations of cortical development. Pathogenic somatic variants have been identified in many genes within the PI3K-AKT-mTOR-signalling pathway in individuals with hemimegalencephaly and focal cortical dysplasia (type II), and more recently in SLC35A2 in individuals with focal cortical dysplasia (type I) or non-dysplastic epileptic cortex. Given the expanding role of somatic variants across different brain malformations, we sought to delineate the landscape of somatic variants in a large cohort of patients who underwent epilepsy surgery with hemimegalencephaly or focal cortical dysplasia. We evaluated samples from 123 children with hemimegalencephaly (n = 16), focal cortical dysplasia type I and related phenotypes (n = 48), focal cortical dysplasia type II (n = 44), or focal cortical dysplasia type III (n = 15). We performed high-depth exome sequencing in brain tissue-derived DNA from each case and identified somatic single nucleotide, indel and large copy number variants. In 75% of individuals with hemimegalencephaly and 29% with focal cortical dysplasia type II, we identified pathogenic variants in PI3K-AKT-mTOR pathway genes. Four of 48 cases with focal cortical dysplasia type I (8%) had a likely pathogenic variant in SLC35A2. While no other gene had multiple disease-causing somatic variants across the focal cortical dysplasia type I cohort, four individuals in this group had a single pathogenic or likely pathogenic somatic variant in CASK, KRAS, NF1 and NIPBL, genes previously associated with neurodevelopmental disorders. No rare pathogenic or likely pathogenic somatic variants in any neurological disease genes like those identified in the focal cortical dysplasia type I cohort were found in 63 neurologically normal controls (P = 0.017), suggesting a role for these novel variants. We also identified a somatic loss-of-function variant in the known epilepsy gene, PCDH19, present in a small number of alleles in the dysplastic tissue from a female patient with focal cortical dysplasia IIIa with hippocampal sclerosis. In contrast to focal cortical dysplasia type II, neither focal cortical dysplasia type I nor III had somatic variants in genes that converge on a unifying biological pathway, suggesting greater genetic heterogeneity compared to type II. Importantly, we demonstrate that focal cortical dysplasia types I, II and III are associated with somatic gene variants across a broad range of genes, many associated with epilepsy in clinical syndromes caused by germline variants, as well as including some not previously associated with radiographically evident cortical brain malformations.
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Affiliation(s)
- Dulcie Lai
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Meethila Gade
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Edward Yang
- Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Hyun Yong Koh
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA 02115, USA.,Epilepsy Genetics Program, Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Jinfeng Lu
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Nicole M Walley
- Division of Medical Genetics, Department of Pediatrics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Anne F Buckley
- Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA
| | - Tristan T Sands
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA.,Department of Neurology, Columbia University Medical Center, New York, NY 10032, USA
| | - Cigdem I Akman
- Department of Neurology, Columbia University Medical Center, New York, NY 10032, USA
| | - Mohamad A Mikati
- Department of Neurobiology, Duke University, Durham, NC 27708, USA.,Division of Pediatric Neurology, Duke University Medical Center, Durham, NC 27710, USA
| | - Guy M McKhann
- Department of Neurosurgery, Columbia University, New York Presbyterian Hospital, New York, NY 10032, USA
| | - James E Goldman
- Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA
| | - Peter Canoll
- Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA
| | - Allyson L Alexander
- Department of Neurosurgery, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Kristen L Park
- Department of Pediatrics and Neurology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Gretchen K Von Allmen
- Department of Neurology, McGovern Medical School, Houston, TX 77030, USA.,Division of Child Neurology, Department of Pediatrics, McGovern Medical School, Houston, TX 77030, USA
| | - Olga Rodziyevska
- Division of Child Neurology, Department of Pediatrics, McGovern Medical School, Houston, TX 77030, USA
| | | | - Hart G W Lidov
- Department of Pathology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, School of Medicine, Stanford, CA 94305, USA
| | - Gerald A Grant
- Department of Neurosurgery, Lucile Packard Children's Hospital at Stanford, School of Medicine, Stanford, CA 94305, USA
| | - Brenda E Porter
- Department of Neurology and Neurological Sciences, Stanford University, School of Medicine, Stanford, CA 94305, USA
| | - Annapurna H Poduri
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA 02115, USA.,Epilepsy Genetics Program, Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Peter B Crino
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Erin L Heinzen
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.,Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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13
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Green TE, Motelow JE, Bennett MF, Ye Z, Bennett CA, Griffin NG, Damiano JA, Leventer RJ, Freeman JL, Harvey AS, Lockhart PJ, Sadleir LG, Boys A, Scheffer IE, Major H, Darbro BW, Bahlo M, Goldstein DB, Kerrigan JF, Heinzen EL, Berkovic SF, Hildebrand MS. Sporadic hypothalamic hamartoma is a ciliopathy with somatic and bi-allelic contributions. Hum Mol Genet 2022; 31:2307-2316. [PMID: 35137044 PMCID: PMC9307310 DOI: 10.1093/hmg/ddab366] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/02/2021] [Accepted: 12/15/2021] [Indexed: 11/13/2022] Open
Abstract
Hypothalamic hamartoma with gelastic seizures is a well-established cause of drug-resistant epilepsy in early life. The development of novel surgical techniques has permitted the genomic interrogation of hypothalamic hamartoma tissue. This has revealed causative mosaic variants within GLI3, OFD1 and other key regulators of the sonic-hedgehog pathway in a minority of cases. Sonic-hedgehog signalling proteins localize to the cellular organelle primary cilia. We therefore explored the hypothesis that cilia gene variants may underlie hitherto unsolved cases of sporadic hypothalamic hamartoma. We performed high-depth exome sequencing and chromosomal microarray on surgically resected hypothalamic hamartoma tissue and paired leukocyte-derived DNA from 27 patients. We searched for both germline and somatic variants under both dominant and bi-allelic genetic models. In hamartoma-derived DNA of seven patients we identified bi-allelic (one germline, one somatic) variants within one of four cilia genes-DYNC2I1, DYNC2H1, IFT140 or SMO. In eight patients, we identified single somatic variants in the previously established hypothalamic hamartoma disease genes GLI3 or OFD1. Overall, we established a plausible molecular cause for 15/27 (56%) patients. Here, we expand the genetic architecture beyond single variants within dominant disease genes that cause sporadic hypothalamic hamartoma to bi-allelic (one germline/one somatic) variants, implicate three novel cilia genes and reconceptualize the disorder as a ciliopathy.
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Affiliation(s)
- Timothy E Green
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
| | - Joshua E Motelow
- Institute for Genomic Medicine, Columbia University, New York, NY 10032, USA
| | - Mark F Bennett
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
- Population Health and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria 3052, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria 3052, Australia
| | - Zimeng Ye
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
| | - Caitlin A Bennett
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
| | - Nicole G Griffin
- Institute for Genomic Medicine, Columbia University, New York, NY 10032, USA
| | - John A Damiano
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
| | - Richard J Leventer
- Department of Neurology, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Parkville, VIC 3052, Australia
- Murdoch Children’s Research Institute, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
| | - Jeremy L Freeman
- Department of Neurology, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Murdoch Children’s Research Institute, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
| | - A Simon Harvey
- Department of Neurology, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Parkville, VIC 3052, Australia
- Murdoch Children’s Research Institute, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
| | - Paul J Lockhart
- Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Parkville, VIC 3052, Australia
- Murdoch Children’s Research Institute, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
| | - Lynette G Sadleir
- Department of Paediatrics and Child Health, University of Otago, Wellington 6242, New Zealand
| | - Amber Boys
- Victorian Clinical Genetics Services, Parkville, VIC 3052, Australia
| | - Ingrid E Scheffer
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
- Department of Neurology, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Murdoch Children’s Research Institute, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
- The Florey Institute of Neuroscience and Mental Health, Parkville, VIC 3052, Australia
| | - Heather Major
- Department of Pediatrics, The University of Iowa, Iowa City, IA 52246, USA
| | - Benjamin W Darbro
- Department of Pediatrics, The University of Iowa, Iowa City, IA 52246, USA
| | - Melanie Bahlo
- Population Health and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria 3052, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria 3052, Australia
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University, New York, NY 10032, USA
- Department of Genetics and Development, Columbia University, New York, NY 10032, USA
| | - John F Kerrigan
- Division of Pediatric Neurology, Barrow Neurological Institute, Phoenix Children's Hospital, Phoenix, AZ 85013, USA
| | - Erin L Heinzen
- Eshelman School of Pharmacy, Division of Pharmacotherapy and Experimental Therapeutics, and Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Samuel F Berkovic
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
| | - Michael S Hildebrand
- Epilepsy Research Centre, Department of Medicine, The University of Melbourne, Austin Health, Heidelberg, VIC 3084, Australia
- Murdoch Children’s Research Institute, The Royal Children’s Hospital, Parkville, VIC 3052, Australia
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14
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Campbell C, McCormack M, Patel S, Stapleton C, Bobbili D, Krause R, Depondt C, Sills GJ, Koeleman BP, Striano P, Zara F, Sander JW, Lerche H, Kunz WS, Stefansson K, Stefansson H, Doherty CP, Heinzen EL, Scheffer IE, Goldstein DB, O'Brien T, Cotter D, Berkovic SF, Sisodiya SM, Delanty N, Cavalleri GL. A pharmacogenomic assessment of psychiatric adverse drug reactions to levetiracetam. Epilepsia 2022; 63:1563-1570. [PMID: 35298028 PMCID: PMC9321556 DOI: 10.1111/epi.17228] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 03/14/2022] [Accepted: 03/14/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Levetiracetam (LEV) is an effective antiseizure medicine, but 10%-20% of people treated with LEV report psychiatric side-effects, and up to 1% may have psychotic episodes. Pharmacogenomic predictors of these adverse drug reactions (ADRs) have yet to be identified. We sought to determine the contribution of both common and rare genetic variation to psychiatric and behavioral ADRs associated with LEV. METHODS This case-control study compared cases of LEV-associated behavioral disorder (n = 149) or psychotic reaction (n = 37) to LEV-exposed people with no history of psychiatric ADRs (n = 920). All samples were of European ancestry. We performed genome-wide association study (GWAS) analysis comparing those with LEV ADRs to controls. We estimated the polygenic risk scores (PRS) for schizophrenia and compared cases with LEV-associated psychotic reaction to controls. Rare variant burden analysis was performed using exome sequence data of cases with psychotic reactions (n = 18) and controls (n = 122). RESULTS Univariate GWAS found no significant associations with either LEV-associated behavioural disorder or LEV-psychotic reaction. PRS analysis showed that cases of LEV-associated psychotic reaction had an increased PRS for schizophrenia relative to contr ols (p = .0097, estimate = .4886). The rare-variant analysis found no evidence of an increased burden of rare genetic variants in people who had experienced LEV-associated psychotic reaction relative to controls. SIGNIFICANCE The polygenic burden for schizophrenia is a risk factor for LEV-associated psychotic reaction. To assess the clinical utility of PRS as a predictor, it should be tested in an independent and ideally prospective cohort. Larger sample sizes are required for the identification of significant univariate common genetic signals or rare genetic signals associated with psychiatric LEV ADRs.
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Affiliation(s)
- Ciarán Campbell
- FutureNeuro Research Centre, RCSI Dublin, Dublin, Ireland.,Department of Pharmacy and Biomolecular Science, RCSI Dublin, Dublin, Ireland
| | - Mark McCormack
- Department of Pharmacy and Biomolecular Science, RCSI Dublin, Dublin, Ireland
| | - Sonn Patel
- Department of Psychiatry, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Caragh Stapleton
- Department of Pharmacy and Biomolecular Science, RCSI Dublin, Dublin, Ireland
| | - Dheeraj Bobbili
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Roland Krause
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Chantal Depondt
- Laboratory of Experimental Neurology, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Graeme J Sills
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, UK
| | - Bobby P Koeleman
- Division of Neurosciences, Universitair Medisch Centrum Utrecht, Utrecht, The Netherlands.,Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, The Netherlands
| | - Pasquale Striano
- Paediatric Neurology and Muscular Diseases Unit, Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genova, Italy
| | - Federico Zara
- Paediatric Neurology and Muscular Diseases Unit, Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genova, Italy.,IRCSS, "G. Gaslini" Institute, Genova, Italy
| | - Josemir W Sander
- Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, The Netherlands.,Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK.,Chalfont Centre for Epilepsy, Bucks, UK
| | - Holger Lerche
- Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Wolfram S Kunz
- Department of Epileptology, University of Bonn, Bonn, Germany
| | - Kari Stefansson
- deCODE Genetics/Amgen, Inc., Reykjavik, Iceland.,Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | | | - Colin P Doherty
- FutureNeuro Research Centre, RCSI Dublin, Dublin, Ireland.,Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Erin L Heinzen
- School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ingrid E Scheffer
- Royal Children's Hospital, University of Melbourne, Melbourne, Victoria, Australia.,Florey Institute and Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Medicine (Neurology), Epilepsy Research Centre, Austin Health, University of Melbourne, Heidelberg, Victoria, Australia
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Terence O'Brien
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
| | - David Cotter
- FutureNeuro Research Centre, RCSI Dublin, Dublin, Ireland.,Department of Psychiatry, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Samuel F Berkovic
- Department of Medicine (Neurology), Epilepsy Research Centre, Austin Health, University of Melbourne, Heidelberg, Victoria, Australia
| | | | - Sanjay M Sisodiya
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK.,Chalfont Centre for Epilepsy, Bucks, UK
| | - Norman Delanty
- FutureNeuro Research Centre, RCSI Dublin, Dublin, Ireland.,Department of Pharmacy and Biomolecular Science, RCSI Dublin, Dublin, Ireland.,Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Gianpiero L Cavalleri
- FutureNeuro Research Centre, RCSI Dublin, Dublin, Ireland.,Department of Pharmacy and Biomolecular Science, RCSI Dublin, Dublin, Ireland
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15
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Oliver KL, Ellis CA, Scheffer IE, Ganesan S, Leu C, Sadleir LG, Heinzen EL, Mefford HC, Bass AJ, Curtis SW, Harris RV, Whiteman DC, Helbig I, Ottman R, Epstein MP, Bahlo M, Berkovic SF. Common risk variants for epilepsy are enriched in families previously targeted for rare monogenic variant discovery. EBioMedicine 2022; 81:104079. [PMID: 35636315 PMCID: PMC9156876 DOI: 10.1016/j.ebiom.2022.104079] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 05/12/2022] [Accepted: 05/12/2022] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND The epilepsies are highly heritable conditions that commonly follow complex inheritance. While monogenic causes have been identified in rare familial epilepsies, most familial epilepsies remain unsolved. We aimed to determine (1) whether common genetic variation contributes to familial epilepsy risk, and (2) whether that genetic risk is enriched in familial compared with non-familial (sporadic) epilepsies. METHODS Using common variants derived from the largest epilepsy genome-wide association study, we calculated polygenic risk scores (PRS) for patients with familial epilepsy (n = 1,818 from 1,181 families), their unaffected relatives (n = 771), sporadic patients (n = 1,182), and population controls (n = 15,929). We also calculated separate PRS for genetic generalised epilepsy (GGE) and focal epilepsy. Statistical analyses used mixed-effects regression models to account for familial relatedness, sex, and ancestry. FINDINGS Patients with familial epilepsies had higher epilepsy PRS compared to population controls (OR 1·20, padj = 5×10-9), sporadic patients (OR 1·11, padj = 0.008), and their own unaffected relatives (OR 1·12, padj = 0.01). The top 1% of the PRS distribution was enriched 3.8-fold for individuals with familial epilepsy when compared to the lowest decile (padj = 5×10-11). Familial PRS enrichment was consistent across epilepsy type; overall, polygenic risk was greatest for the GGE clinical group. There was no significant PRS difference in familial cases with established rare variant genetic etiologies compared to unsolved familial cases. INTERPRETATION The aggregate effects of common genetic variants, measured as polygenic risk scores, play an important role in explaining why some families develop epilepsy, why specific family members are affected while their relatives are not, and why families manifest specific epilepsy types. Polygenic risk contributes to the complex inheritance of the epilepsies, including in individuals with a known genetic etiology. FUNDING National Health and Medical Research Council of Australia, National Institutes of Health, American Academy of Neurology, Thomas B and Jeannette E Laws McCabe Fund, Mirowski Family Foundation.
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Affiliation(s)
- Karen L. Oliver
- Department of Medicine, Epilepsy Research Centre, University of Melbourne, Austin Health, 245 Burgundy St, Heidelberg, VIC 3084, Australia,Population Health and Immunity Division, the Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia,Department of Medical Biology, the University of Melbourne, Melbourne, VIC 3010, Australia
| | - Colin A. Ellis
- The Epilepsy NeuroGenetics Initiative (ENGIN), Children's Hospital of Philadelphia, Philadelphia, PA, USA,Department of Biomedical and Health Informatics (DBHi), Children's Hospital of Philadelphia, Philadelphia, PA, USA,Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ingrid E. Scheffer
- Department of Medicine, Epilepsy Research Centre, University of Melbourne, Austin Health, 245 Burgundy St, Heidelberg, VIC 3084, Australia,Department of Paediatrics, Royal Children's Hospital, The University of Melbourne, Parkville, VIC, Australia,The Florey Institute and Murdoch Children's Research Institute, VIC, Australia
| | - Shiva Ganesan
- The Epilepsy NeuroGenetics Initiative (ENGIN), Children's Hospital of Philadelphia, Philadelphia, PA, USA,Department of Biomedical and Health Informatics (DBHi), Children's Hospital of Philadelphia, Philadelphia, PA, USA,Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Costin Leu
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA,Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK,Stanley Center for Psychiatric Research, Broad Institute of Harvard and M.I.T, Cambridge, MA 02142, USA
| | - Lynette G. Sadleir
- Department of Paediatrics and Child Health, University of Otago, Wellington, New Zealand
| | - Erin L. Heinzen
- Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA,Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Heather C. Mefford
- Center for Pediatric Neurological Disease Research, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Andrew J. Bass
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Sarah W. Curtis
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Rebekah V. Harris
- Department of Medicine, Epilepsy Research Centre, University of Melbourne, Austin Health, 245 Burgundy St, Heidelberg, VIC 3084, Australia
| | | | - David C. Whiteman
- Department of Population Health, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Ingo Helbig
- The Epilepsy NeuroGenetics Initiative (ENGIN), Children's Hospital of Philadelphia, Philadelphia, PA, USA,Department of Biomedical and Health Informatics (DBHi), Children's Hospital of Philadelphia, Philadelphia, PA, USA,Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ruth Ottman
- Departments of Epidemiology and Neurology, and the Sergievsky Center, Columbia University, New York, NY, USA,Division of Translational Epidemiology, New York State Psychiatric Institute, New York, NY, USA
| | - Michael P. Epstein
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Melanie Bahlo
- Population Health and Immunity Division, the Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia,Department of Medical Biology, the University of Melbourne, Melbourne, VIC 3010, Australia
| | - Samuel F. Berkovic
- Department of Medicine, Epilepsy Research Centre, University of Melbourne, Austin Health, 245 Burgundy St, Heidelberg, VIC 3084, Australia,Corresponding author.
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16
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Alkelai A, Greenbaum L, Docherty AR, Shabalin AA, Povysil G, Malakar A, Hughes D, Delaney SL, Peabody EP, McNamara J, Gelfman S, Baugh EH, Zoghbi AW, Harms MB, Hwang HS, Grossman-Jonish A, Aggarwal V, Heinzen EL, Jobanputra V, Pulver AE, Lerer B, Goldstein DB. The benefit of diagnostic whole genome sequencing in schizophrenia and other psychotic disorders. Mol Psychiatry 2022; 27:1435-1447. [PMID: 34799694 DOI: 10.1038/s41380-021-01383-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 10/25/2021] [Accepted: 10/27/2021] [Indexed: 01/04/2023]
Abstract
Schizophrenia has a multifactorial etiology, involving a polygenic architecture. The potential benefit of whole genome sequencing (WGS) in schizophrenia and other psychotic disorders is not well studied. We investigated the yield of clinical WGS analysis in 251 families with a proband diagnosed with schizophrenia (N = 190), schizoaffective disorder (N = 49), or other conditions involving psychosis (N = 48). Participants were recruited in Israel and USA, mainly of Jewish, Arab, and other European ancestries. Trio (parents and proband) WGS was performed for 228 families (90.8%); in the other families, WGS included parents and at least two affected siblings. In the secondary analyses, we evaluated the contribution of rare variant enrichment in particular gene sets, and calculated polygenic risk score (PRS) for schizophrenia. For the primary outcome, diagnostic rate was 6.4%; we found clinically significant, single nucleotide variants (SNVs) or small insertions or deletions (indels) in 14 probands (5.6%), and copy number variants (CNVs) in 2 (0.8%). Significant enrichment of rare loss-of-function variants was observed in a gene set of top schizophrenia candidate genes in affected individuals, compared with population controls (N = 6,840). The PRS for schizophrenia was significantly increased in the affected individuals group, compared to their unaffected relatives. Last, we were also able to provide pharmacogenomics information based on CYP2D6 genotype data for most participants, and determine their antipsychotic metabolizer status. In conclusion, our findings suggest that WGS may have a role in the setting of both research and genetic counseling for individuals with schizophrenia and other psychotic disorders and their families.
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Affiliation(s)
- Anna Alkelai
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA.
| | - Lior Greenbaum
- The Danek Gertner Institute of Human Genetics, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
- The Joseph Sagol Neuroscience Center, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Anna R Docherty
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Andrey A Shabalin
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Gundula Povysil
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Ayan Malakar
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Daniel Hughes
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Shannon L Delaney
- New York State Psychiatric Institute, Columbia University, New York City, NY, USA
| | - Emma P Peabody
- Psychology Research Laboratory, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - James McNamara
- Psychology Research Laboratory, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Sahar Gelfman
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Evan H Baugh
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Anthony W Zoghbi
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
- New York State Psychiatric Institute, Columbia University, New York City, NY, USA
- New York State Psychiatric Institute, Office of Mental Health, New York, NY, USA
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Matthew B Harms
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
- Center for Motor Neuron Biology and Disease, Columbia University Irving Medical Center, New York, NY, USA
| | - Hann-Shyan Hwang
- Department of Medicine, National Taiwan University School of Medicine, Taipei, Taiwan
| | - Anat Grossman-Jonish
- The Danek Gertner Institute of Human Genetics, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Vimla Aggarwal
- Department of Pathology and Cell Biology, Columbia University, New York, NY, USA
| | - Erin L Heinzen
- Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Vaidehi Jobanputra
- Center for Motor Neuron Biology and Disease, Columbia University Irving Medical Center, New York, NY, USA
- New York Genome Center, New York, NY, USA
| | - Ann E Pulver
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Bernard Lerer
- Biological Psychiatry Laboratory, Department of Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
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Motelow JE, Povysil G, Dhindsa RS, Stanley KE, Allen AS, Feng YCA, Howrigan DP, Abbott LE, Tashman K, Cerrato F, Cusick C, Singh T, Heyne H, Byrnes AE, Churchhouse C, Watts N, Solomonson M, Lal D, Gupta N, Neale BM, Cavalleri GL, Cossette P, Cotsapas C, De Jonghe P, Dixon-Salazar T, Guerrini R, Hakonarson H, Heinzen EL, Helbig I, Kwan P, Marson AG, Petrovski S, Kamalakaran S, Sisodiya SM, Stewart R, Weckhuysen S, Depondt C, Dlugos DJ, Scheffer IE, Striano P, Freyer C, Krause R, May P, McKenna K, Regan BM, Bennett CA, Leu C, Leech SL, O’Brien TJ, Todaro M, Stamberger H, Andrade DM, Ali QZ, Sadoway TR, Krestel H, Schaller A, Papacostas SS, Kousiappa I, Tanteles GA, Christou Y, Štěrbová K, Vlčková M, Sedláčková L, Laššuthová P, Klein KM, Rosenow F, Reif PS, Knake S, Neubauer BA, Zimprich F, Feucht M, Reinthaler EM, Kunz WS, Zsurka G, Surges R, Baumgartner T, von Wrede R, Pendziwiat M, Muhle H, Rademacher A, van Baalen A, von Spiczak S, Stephani U, Afawi Z, Korczyn AD, Kanaan M, Canavati C, Kurlemann G, Müller-Schlüter K, Kluger G, Häusler M, Blatt I, Lemke JR, Krey I, Weber YG, Wolking S, Becker F, Lauxmann S, Boßelmann C, Kegele J, Hengsbach C, Rau S, Steinhoff BJ, Schulze-Bonhage A, Borggräfe I, Schankin CJ, Schubert-Bast S, Schreiber H, Mayer T, Korinthenberg R, Brockmann K, Wolff M, Dennig D, Madeleyn R, Kälviäinen R, Saarela A, Timonen O, Linnankivi T, Lehesjoki AE, Rheims S, Lesca G, Ryvlin P, Maillard L, Valton L, Derambure P, Bartolomei F, Hirsch E, Michel V, Chassoux F, Rees MI, Chung SK, Pickrell WO, Powell R, Baker MD, Fonferko-Shadrach B, Lawthom C, Anderson J, Schneider N, Balestrini S, Zagaglia S, Braatz V, Johnson MR, Auce P, Sills GJ, Baum LW, Sham PC, Cherny SS, Lui CH, Delanty N, Doherty CP, Shukralla A, El-Naggar H, Widdess-Walsh P, Barišić N, Canafoglia L, Franceschetti S, Castellotti B, Granata T, Ragona F, Zara F, Iacomino M, Riva A, Madia F, Vari MS, Salpietro V, Scala M, Mancardi MM, Nobili L, Amadori E, Giacomini T, Bisulli F, Pippucci T, Licchetta L, Minardi R, Tinuper P, Muccioli L, Mostacci B, Gambardella A, Labate A, Annesi G, Manna L, Gagliardi M, Parrini E, Mei D, Vetro A, Bianchini C, Montomoli M, Doccini V, Barba C, Hirose S, Ishii A, Suzuki T, Inoue Y, Yamakawa K, Beydoun A, Nasreddine W, Khoueiry Zgheib N, Tumiene B, Utkus A, Sadleir LG, King C, Caglayan SH, Arslan M, Yapıcı Z, Topaloglu P, Kara B, Yis U, Turkdogan D, Gundogdu-Eken A, Bebek N, Uğur-İşeri S, Baykan B, Salman B, Haryanyan G, Yücesan E, Kesim Y, Özkara Ç, Tsai MH, Ho CJ, Lin CH, Lin KL, Chou IJ, Poduri A, Shiedley BR, Shain C, Noebels JL, Goldman A, Busch RM, Jehi L, Najm IM, Ferguson L, Khoury J, Glauser TA, Clark PO, Buono RJ, Ferraro TN, Sperling MR, Lo W, Privitera M, French JA, Schachter S, Kuzniecky RI, Devinsky O, Hegde M, Greenberg DA, Ellis CA, Goldberg E, Helbig KL, Cosico M, Vaidiswaran P, Fitch E, Berkovic SF, Lerche H, Lowenstein DH, Goldstein DB. Sub-genic intolerance, ClinVar, and the epilepsies: A whole-exome sequencing study of 29,165 individuals. Am J Hum Genet 2021; 108:2024. [PMID: 34626584 DOI: 10.1016/j.ajhg.2021.08.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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18
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Uchitel J, Wallace K, Tran L, Abrahamsen T, Hunanyan A, Prange L, Jasien J, Caligiuri L, Pratt M, Rikard B, Fons C, De Grandis E, Vezyroglou A, Heinzen EL, Goldstein DB, Vavassori R, Papadopoulou MT, Cocco I, Moré R, Arzimanoglou A, Panagiotakaki E, Mikati MA. Alternating hemiplegia of childhood: evolution over time and mouse model corroboration. Brain Commun 2021; 3:fcab128. [PMID: 34396101 PMCID: PMC8361420 DOI: 10.1093/braincomms/fcab128] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 03/05/2021] [Accepted: 06/03/2021] [Indexed: 11/30/2022] Open
Abstract
Alternating hemiplegia of childhood is a rare neurodevelopmental disorder caused by ATP1A3 mutations. Some evidence for disease progression exists, but there are few systematic analyses. Here, we evaluate alternating hemiplegia of childhood progression in humans and in the D801N knock-in alternating hemiplegia of childhood mouse, Mashlool, model. This study performed an ambidirectional (prospective and retrospective data) analysis of an alternating hemiplegia of childhood patient cohort (n = 42, age 10.24 ± 1.48 years) seen at one US centre. To investigate potential disease progression, we used linear mixed effects models incorporating early and subsequent visits, and Wilcoxon Signed Rank test comparing first and last visits. Potential early-life clinical predictors were determined via multivariable regression. We also compared EEG background at first encounter and at last follow-up. We then performed a retrospective confirmation study on a multicentre cohort of alternating hemiplegia of childhood patients from France (n = 52). To investigate disease progression in the Mashlool mouse, we performed behavioural testing on a cohort of Mashlool- mice at prepubescent and adult ages (n = 11). Results: US patients, over time, demonstrated mild worsening of non-paroxysmal disability index scores, but not of paroxysmal disability index scores. Increasing age was a predictor of worse scores: P < 0.0001 for the non-paroxysmal disability index, intellectual disability scale and gross motor scores. Earliest non-paroxysmal disability index score was a predictor of last visit non-paroxysmal disability index score (P = 0.022), and earliest intellectual disability score was a predictor of last intellectual disability score (P = 0.035). More patients with EEG background slowing were noted at last follow-up as compared to initial (P = 0.015). Similar worsening of disease with age was also noted in the French cohort: age was a significant predictor of non-paroxysmal disability index score (P = 0.001) and first and last non-paroxysmal disability index score scores significantly differed (P = 0.002). In animal studies, adult Mashlool mice had, as compared to younger Mashlool mice, (i) worse balance beam performance; (ii) wider base of support; (iii) higher severity of seizures and resultant mortality; and (iv) no increased predisposition to hemiplegic or dystonic spells. In conclusion, (i) non-paroxysmal alternating hemiplegia of childhood manifestations show, on average over time, progression associated with severity of early-life non-paroxysmal disability and age. (ii) Progression also occurs in Mashlool mice, confirming that ATP1A3 disease can lead to age-related worsening. (iii) Clinical findings provide a basis for counselling patients and for designing therapeutic trials. Animal findings confirm a mouse model for investigation of underlying mechanisms of disease progression, and are also consistent with known mechanisms of ATP1A3-related neurodegeneration.
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Affiliation(s)
- Julie Uchitel
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Keri Wallace
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Linh Tran
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Tavis Abrahamsen
- Department of Statistical Science, Duke University, Durham, NC 27708, USA
| | - Arsen Hunanyan
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Lyndsey Prange
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Joan Jasien
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Laura Caligiuri
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Milton Pratt
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Blaire Rikard
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Carmen Fons
- Department of Child Neurology, Sant Joan de Déu Children's Hospital, Member of the ERN EpiCARE, Barcelona 08950, Spain
| | - Elisa De Grandis
- Child Neuropsychiatry Unit, IRCCS Istituto Giannina Gaslini, Genoa 16147, Italy.,Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa 16147, Italy
| | - Aikaterini Vezyroglou
- Department of Developmental Neurosciences, UCL NIHR BRC Great Ormond Street Institute of Child Health, London WC1N 3JH, UK
| | - Erin L Heinzen
- Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - David B Goldstein
- Institute of Genomic Medicine, Columbia University, New York, NY 10032, USA
| | - Rosaria Vavassori
- Euro Mediterranean Institute of Science and Technology I.E.ME.ST, Palermo 90139, Italy
| | - Maria T Papadopoulou
- Department of Pediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Member of the ERN EpiCARE, University Hospitals of Lyon (HCL), Lyon 69500, France
| | - Isabella Cocco
- Department of Pediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Member of the ERN EpiCARE, University Hospitals of Lyon (HCL), Lyon 69500, France
| | - Rebecca Moré
- Department of Paediatric Neurology Outpatient Clinic/Neonatal Paediatrics and Intensive Care, University Hospital of Rouen, Rouen 76000, France
| | | | | | - Alexis Arzimanoglou
- Department of Pediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Member of the ERN EpiCARE, University Hospitals of Lyon (HCL), Lyon 69500, France
| | - Eleni Panagiotakaki
- Department of Pediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Member of the ERN EpiCARE, University Hospitals of Lyon (HCL), Lyon 69500, France
| | - Mohamad A Mikati
- Division of Pediatric Neurology and Developmental Medicine, Department of Pediatrics, Duke University, Durham, NC 27710, USA
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19
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Ernst ME, Baugh EH, Thomas A, Bier L, Lippa N, Stong N, Mulhern MS, Kushary S, Akman CI, Heinzen EL, Yeh R, Bi W, Hanchard NA, Burrage LC, Leduc MS, Chong JSC, Bend R, Lyons MJ, Lee JA, Suwannarat P, Brilstra E, Simon M, Koopmans M, van Binsbergen E, Groepper D, Fleischer J, Nava C, Keren B, Mignot C, Mathieu S, Mancini GMS, Madan-Khetarpal S, Infante EM, Bluvstein J, Seeley A, Bachman K, Klee EW, Schultz-Rogers LE, Hasadsri L, Barnett S, Ellingson MS, Ferber MJ, Narayanan V, Ramsey K, Rauch A, Joset P, Steindl K, Sheehan T, Poduri A, Vasquez A, Ruivenkamp C, White SM, Pais L, Monaghan KG, Goldstein DB, Sands TT, Aggarwal V. CSNK2B: A broad spectrum of neurodevelopmental disability and epilepsy severity. Epilepsia 2021; 62:e103-e109. [PMID: 34041744 DOI: 10.1111/epi.16931] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 04/30/2021] [Accepted: 05/03/2021] [Indexed: 11/29/2022]
Abstract
CSNK2B has recently been implicated as a disease gene for neurodevelopmental disability (NDD) and epilepsy. Information about developmental outcomes has been limited by the young age and short follow-up for many of the previously reported cases, and further delineation of the spectrum of associated phenotypes is needed. We present 25 new patients with variants in CSNK2B and refine the associated NDD and epilepsy phenotypes. CSNK2B variants were identified by research or clinical exome sequencing, and investigators from different centers were connected via GeneMatcher. Most individuals had developmental delay and generalized epilepsy with onset in the first 2 years. However, we found a broad spectrum of phenotypic severity, ranging from early normal development with pharmacoresponsive seizures to profound intellectual disability with intractable epilepsy and recurrent refractory status epilepticus. These findings suggest that CSNK2B should be considered in the diagnostic evaluation of patients with a broad range of NDD with treatable or intractable seizures.
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Affiliation(s)
- Michelle E Ernst
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA.,Department of Genetics and Development, Columbia University Irving Medical Center, New York, NY, USA
| | - Evan H Baugh
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Amanda Thomas
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Louise Bier
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Natalie Lippa
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Nicholas Stong
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Maureen S Mulhern
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Sulagna Kushary
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Cigdem I Akman
- Department of Neurology, The Neurological Institute of New York, Columbia University Irving Medical Center, New York, NY, USA
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA.,Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Raymond Yeh
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Weimin Bi
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Neil A Hanchard
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Lindsay C Burrage
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Magalie S Leduc
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Josephine S C Chong
- Joint CUHK-Baylor Center of Medical Genetics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Renee Bend
- Greenwood Genetic Center, Greenwood, SC, USA
| | | | | | - Pim Suwannarat
- Mid-Atlantic Permanente Medical Group, Rockville, MD, USA
| | - Eva Brilstra
- Department of Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marleen Simon
- Department of Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marije Koopmans
- Department of Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ellen van Binsbergen
- Department of Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Daniel Groepper
- Department of Pediatrics, Southern Illinois University School of Medicine, Springfield, IL, USA
| | - Julie Fleischer
- Department of Pediatrics, Southern Illinois University School of Medicine, Springfield, IL, USA
| | - Caroline Nava
- Department of Genetics, APHP Sorbonne University, Paris, France
| | - Boris Keren
- Department of Genetics, APHP Sorbonne University, Paris, France
| | - Cyril Mignot
- Department of Genetics, APHP Sorbonne University, Paris, France.,Reference Center for Intellectual Disabilities of Rare Causes, Paris, France
| | - Sophie Mathieu
- Department of Neuropediatrics, APHP Sorbonne University, Trousseau Hospital, Paris, France
| | - Grazia M S Mancini
- Department of Clinical Genetics, ErasmusMC University Medical Center, Rotterdam, The Netherlands
| | | | - Elena M Infante
- Department of Medical Genetics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
| | | | | | | | - Eric W Klee
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.,Department of Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Laura E Schultz-Rogers
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.,Department of Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Linda Hasadsri
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Sarah Barnett
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Marissa S Ellingson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Matthew J Ferber
- Clinical Genome Sequencing Laboratory, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Vinodh Narayanan
- Center for Rare Childhood Disorders, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Keri Ramsey
- Center for Rare Childhood Disorders, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Anita Rauch
- Institute of Medical Genetics, University of Zürich, Schlieren, Zürich, Switzerland
| | - Pascal Joset
- Institute of Medical Genetics, University of Zürich, Schlieren, Zürich, Switzerland
| | - Katharina Steindl
- Institute of Medical Genetics, University of Zürich, Schlieren, Zürich, Switzerland
| | - Theodore Sheehan
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Annapurna Poduri
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Alejandra Vasquez
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA.,Division of Child and Adolescent Neurology, Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Claudia Ruivenkamp
- Department of Clinical Genetics, Leiden University Medical Center (LUMC), Leiden, the Netherlands
| | - Susan M White
- Victorian Clinical Genetics Service, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Australia
| | - Lynn Pais
- Center for Mendelian Genomics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Tristan T Sands
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA.,Department of Neurology, The Neurological Institute of New York, Columbia University Irving Medical Center, New York, NY, USA
| | - Vimla Aggarwal
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, USA.,Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
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20
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Heron SE, Regan BM, Harris RV, Gardner AE, Coleman MJ, Bennett MF, Grinton BE, Helbig KL, Sperling MR, Haut S, Geller EB, Widdess-Walsh P, Pelekanos JT, Bahlo M, Petrovski S, Heinzen EL, Hildebrand MS, Corbett MA, Scheffer IE, Gécz J, Berkovic SF. Association of SLC32A1 Missense Variants With Genetic Epilepsy With Febrile Seizures Plus. Neurology 2021; 96:e2251-e2260. [PMID: 34038384 DOI: 10.1212/wnl.0000000000011855] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 02/05/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To identify the causative gene in a large unsolved family with genetic epilepsy with febrile seizures plus (GEFS+), we sequenced the genomes of family members, and then determined the contribution of the identified gene to the pathogenicity of epilepsies by examining sequencing data from 2,772 additional patients. METHODS We performed whole genome sequencing of 3 members of a GEFS+ family. Subsequently, whole exome sequencing data from 1,165 patients with epilepsy from the Epi4K dataset and 1,329 Australian patients with epilepsy from the Epi25 dataset were interrogated. Targeted resequencing was performed on 278 patients with febrile seizures or GEFS+ phenotypes. Variants were validated and familial segregation examined by Sanger sequencing. RESULTS Eight previously unreported missense variants were identified in SLC32A1, coding for the vesicular inhibitory amino acid cotransporter VGAT. Two variants cosegregated with the phenotype in 2 large GEFS+ families containing 8 and 10 affected individuals, respectively. Six further variants were identified in smaller families with GEFS+ or idiopathic generalized epilepsy (IGE). CONCLUSION Missense variants in SLC32A1 cause GEFS+ and IGE. These variants are predicted to alter γ-aminobutyric acid (GABA) transport into synaptic vesicles, leading to altered neuronal inhibition. Examination of further epilepsy cohorts will determine the full genotype-phenotype spectrum associated with SLC32A1 variants.
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Affiliation(s)
- Sarah E Heron
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Brigid M Regan
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Rebekah V Harris
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Alison E Gardner
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Matthew J Coleman
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Mark F Bennett
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Bronwyn E Grinton
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Katherine L Helbig
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Michael R Sperling
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Sheryl Haut
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Eric B Geller
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Peter Widdess-Walsh
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - James T Pelekanos
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Melanie Bahlo
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Slavé Petrovski
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Erin L Heinzen
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Michael S Hildebrand
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Mark A Corbett
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Ingrid E Scheffer
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Jozef Gécz
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia.
| | - Samuel F Berkovic
- From the Adelaide Medical School, Faculty of Health and Medical Sciences (S.E.H., A.E.G., M.A.C., J.G.), and Robinson Research Institute (J.G.), The University of Adelaide; Epilepsy Research Centre, Department of Medicine (B.M.R., R.V.H., M.C., B.E.G., M.F.B., S.P., M.S.H., I.E.S., S.F.B.), Austin Health, University of Melbourne, Heidelberg; Population Health and Immunity Division (M.F.B., M.B.), The Walter and Eliza Hall Institute of Medical Research; Department of Medical Biology (M.F.B., M.B.), University of Melbourne, Parkville, Australia; Division of Neurology (K.L.H.), Children's Hospital of Philadelphia; Department of Neurology (M.R.S.), Thomas Jefferson University, Philadelphia, PA; Department of Neurology (S.H.), Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY; Institute of Neurology and Neurosurgery at Saint Barnabas (E.B.G.), Livingston, NJ; Department of Neurology (P.W.-W.), Beaumont Hospital, Dublin, Ireland; Royal Brisbane and Women's Hospital (J.T.P.), Brisbane, Australia; Centre for Genomics Research (S.P.), Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK; Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Murdoch Children's Research Institute (M.S.H., I.E.S.), Parkville; Department of Paediatrics (I.E.S.), Royal Children's Hospital, University of Melbourne; Florey Institute of Neuroscience and Mental Health (I.E.S.), Melbourne; and Healthy Mothers, Babies and Children (J.G.), South Australian Health and Medical Research Institute, Adelaide, Australia
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21
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Weng PL, Majmundar AJ, Khan K, Lim TY, Shril S, Jin G, Musgrove J, Wang M, Ahram DF, Aggarwal VS, Bier LE, Heinzen EL, Onuchic-Whitford AC, Mann N, Buerger F, Schneider R, Deutsch K, Kitzler TM, Klämbt V, Kolb A, Mao Y, Moufawad El Achkar C, Mitrotti A, Martino J, Beck BB, Altmüller J, Benz MR, Yano S, Mikati MA, Gunduz T, Cope H, Shashi V, Trachtman H, Bodria M, Caridi G, Pisani I, Fiaccadori E, AbuMaziad AS, Martinez-Agosto JA, Yadin O, Zuckerman J, Kim A, John-Kroegel U, Tyndall AV, Parboosingh JS, Innes AM, Bierzynska A, Koziell AB, Muorah M, Saleem MA, Hoefele J, Riedhammer KM, Gharavi AG, Jobanputra V, Pierce-Hoffman E, Seaby EG, O'Donnell-Luria A, Rehm HL, Mane S, D'Agati VD, Pollak MR, Ghiggeri GM, Lifton RP, Goldstein DB, Davis EE, Hildebrandt F, Sanna-Cherchi S. De novo TRIM8 variants impair its protein localization to nuclear bodies and cause developmental delay, epilepsy, and focal segmental glomerulosclerosis. Am J Hum Genet 2021; 108:357-367. [PMID: 33508234 PMCID: PMC7895901 DOI: 10.1016/j.ajhg.2021.01.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 01/11/2021] [Indexed: 12/14/2022] Open
Abstract
Focal segmental glomerulosclerosis (FSGS) is the main pathology underlying steroid-resistant nephrotic syndrome (SRNS) and a leading cause of chronic kidney disease. Monogenic forms of pediatric SRNS are predominantly caused by recessive mutations, while the contribution of de novo variants (DNVs) to this trait is poorly understood. Using exome sequencing (ES) in a proband with FSGS/SRNS, developmental delay, and epilepsy, we discovered a nonsense DNV in TRIM8, which encodes the E3 ubiquitin ligase tripartite motif containing 8. To establish whether TRIM8 variants represent a cause of FSGS, we aggregated exome/genome-sequencing data for 2,501 pediatric FSGS/SRNS-affected individuals and 48,556 control subjects, detecting eight heterozygous TRIM8 truncating variants in affected subjects but none in control subjects (p = 3.28 × 10-11). In all six cases with available parental DNA, we demonstrated de novo inheritance (p = 2.21 × 10-15). Reverse phenotyping revealed neurodevelopmental disease in all eight families. We next analyzed ES from 9,067 individuals with epilepsy, yielding three additional families with truncating TRIM8 variants. Clinical review revealed FSGS in all. All TRIM8 variants cause protein truncation clustering within the last exon between residues 390 and 487 of the 551 amino acid protein, indicating a correlation between this syndrome and loss of the TRIM8 C-terminal region. Wild-type TRIM8 overexpressed in immortalized human podocytes and neuronal cells localized to nuclear bodies, while constructs harboring patient-specific variants mislocalized diffusely to the nucleoplasm. Co-localization studies demonstrated that Gemini and Cajal bodies frequently abut a TRIM8 nuclear body. Truncating TRIM8 DNVs cause a neuro-renal syndrome via aberrant TRIM8 localization, implicating nuclear bodies in FSGS and developmental brain disease.
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Affiliation(s)
- Patricia L Weng
- Division of Pediatric Nephrology, UCLA, Los Angeles, CA 90095, USA
| | - Amar J Majmundar
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Kamal Khan
- Center for Disease Modeling, Duke University, Durham, NC 27701, USA; Advanced Center for Translational and Genetic Medicine (ACT-GeM), Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Tze Y Lim
- Division of Nephrology, Columbia University, New York, NY 10032, USA
| | - Shirlee Shril
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Gina Jin
- Division of Nephrology, Columbia University, New York, NY 10032, USA
| | - John Musgrove
- Center for Disease Modeling, Duke University, Durham, NC 27701, USA; Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, NC 27705, USA
| | - Minxian Wang
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Medical and Population Genetics Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Dina F Ahram
- Division of Nephrology, Columbia University, New York, NY 10032, USA
| | - Vimla S Aggarwal
- Institute of Genomic Medicine, Columbia University, New York, NY 10032, USA; Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA
| | - Louise E Bier
- Institute of Genomic Medicine, Columbia University, New York, NY 10032, USA
| | - Erin L Heinzen
- Institute of Genomic Medicine, Columbia University, New York, NY 10032, USA
| | - Ana C Onuchic-Whitford
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA; Renal Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Nina Mann
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Florian Buerger
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Ronen Schneider
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Konstantin Deutsch
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Thomas M Kitzler
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Verena Klämbt
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Amy Kolb
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Youying Mao
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Christelle Moufawad El Achkar
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Adele Mitrotti
- Division of Nephrology, Columbia University, New York, NY 10032, USA
| | - Jeremiah Martino
- Division of Nephrology, Columbia University, New York, NY 10032, USA
| | - Bodo B Beck
- Institute of Human Genetics, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany; Center for Molecular Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Janine Altmüller
- Center for Molecular Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany; Cologne Center for Genomics, University of Cologne, 50931 Cologne, Germany
| | | | - Shoji Yano
- Genetics Division, Department of Pediatrics, LAC+USC Medical Center, Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Mohamad A Mikati
- Division of Pediatric Neurology and Developmental Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Talha Gunduz
- Division of Pediatric Neurology and Developmental Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Heidi Cope
- Department of Pediatrics, Division of Medical Genetics. Duke University Medical Center, Durham, NC 27710, USA
| | - Vandana Shashi
- Department of Pediatrics, Division of Medical Genetics. Duke University Medical Center, Durham, NC 27710, USA
| | - Howard Trachtman
- Department of Pediatrics, Division of Nephrology, New York University Langone Health, New York, NY 10016, USA
| | - Monica Bodria
- Division of Nephrology, Dialysis and Transplantation, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Giannina Gaslini, 16147 Genova GE, Italy
| | - Gianluca Caridi
- Division of Nephrology, Dialysis and Transplantation, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Giannina Gaslini, 16147 Genova GE, Italy
| | - Isabella Pisani
- U.O. Nefrologia, Azienda Ospedaliero-Universitaria di Parma and Dipartimento di Medicina e Chirurgia, Università di Parma, 43126 Parma PR, Italy
| | - Enrico Fiaccadori
- U.O. Nefrologia, Azienda Ospedaliero-Universitaria di Parma and Dipartimento di Medicina e Chirurgia, Università di Parma, 43126 Parma PR, Italy
| | - Asmaa S AbuMaziad
- Division of Pediatric Nephrology, University of Arizona-Tucson, AZ 85724, USA
| | - Julian A Martinez-Agosto
- Department of Pediatrics, Division of Medical Genetics, UCLA, Los Angeles, CA 90095, USA; Department of Human Genetics, UCLA, Los Angeles, CA 90095, USA; Department of Psychiatry, UCLA, Los Angeles, CA 90095, USA
| | - Ora Yadin
- Division of Pediatric Nephrology, UCLA, Los Angeles, CA 90095, USA
| | - Jonathan Zuckerman
- Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Arang Kim
- Department of Pediatrics, Division of Medical Genetics, UCLA, Los Angeles, CA 90095, USA
| | | | - Amanda V Tyndall
- Department of Medical Genetics and Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Jillian S Parboosingh
- Department of Medical Genetics and Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - A Micheil Innes
- Department of Medical Genetics and Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Agnieszka Bierzynska
- Bristol Renal, University of Bristol and Bristol Royal Hospital for Children, Bristol BS2 8BJ, UK
| | - Ania B Koziell
- Department of Paediatric Nephrology, Evelina London, London SE1 7EH, UK; Faculty of Life Sciences, King's College London SE1 9RT, UK
| | - Mordi Muorah
- Renal Unit, Birmingham Children's Hospital, Birmingham, B4 6NH, UK
| | - Moin A Saleem
- Bristol Renal, University of Bristol and Bristol Royal Hospital for Children, Bristol BS2 8BJ, UK
| | - Julia Hoefele
- Institute of Human Genetics, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Korbinian M Riedhammer
- Institute of Human Genetics, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany; Department of Nephrology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Ali G Gharavi
- Division of Nephrology, Columbia University, New York, NY 10032, USA
| | - Vaidehi Jobanputra
- Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA; New York Genome Center, New York, NY 10013, USA
| | - Emma Pierce-Hoffman
- Broad Center for Mendelian Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - Eleanor G Seaby
- Broad Center for Mendelian Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - Anne O'Donnell-Luria
- Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA; Broad Center for Mendelian Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - Heidi L Rehm
- Broad Center for Mendelian Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - Shrikant Mane
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA; Yale Center for Mendelian Genomics, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Vivette D D'Agati
- Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA
| | - Martin R Pollak
- Division of Nephrology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Gian Marco Ghiggeri
- Division of Nephrology, Dialysis and Transplantation, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Giannina Gaslini, 16147 Genova GE, Italy
| | - Richard P Lifton
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA; Yale Center for Mendelian Genomics, Yale University School of Medicine, New Haven, CT 06520, USA; Laboratory of Human Genetics and Genomics, The Rockefeller University, New York, NY 10065, USA
| | - David B Goldstein
- Institute of Genomic Medicine, Columbia University, New York, NY 10032, USA
| | - Erica E Davis
- Center for Disease Modeling, Duke University, Durham, NC 27701, USA; Advanced Center for Translational and Genetic Medicine (ACT-GeM), Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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22
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Miceli F, Carotenuto L, Barrese V, Soldovieri MV, Heinzen EL, Mandel AM, Lippa N, Bier L, Goldstein DB, Cooper EC, Cilio MR, Taglialatela M, Sands TT. A Novel Kv7.3 Variant in the Voltage-Sensing S 4 Segment in a Family With Benign Neonatal Epilepsy: Functional Characterization and in vitro Rescue by β-Hydroxybutyrate. Front Physiol 2020; 11:1040. [PMID: 33013448 PMCID: PMC7498716 DOI: 10.3389/fphys.2020.01040] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 07/29/2020] [Indexed: 01/09/2023] Open
Abstract
Pathogenic variants in KCNQ2 and KCNQ3, paralogous genes encoding Kv7.2 and Kv7.3 voltage-gated K+ channel subunits, are responsible for early-onset developmental/epileptic disorders characterized by heterogeneous clinical phenotypes ranging from benign familial neonatal epilepsy (BFNE) to early-onset developmental and epileptic encephalopathy (DEE). KCNQ2 variants account for the majority of pedigrees with BFNE and KCNQ3 variants are responsible for a much smaller subgroup, but the reasons for this imbalance remain unclear. Analysis of additional pedigrees is needed to further clarify the nature of this genetic heterogeneity and to improve prediction of pathogenicity for novel variants. We identified a BFNE family with two siblings and a parent affected. Exome sequencing on samples from both parents and siblings revealed a novel KCNQ3 variant (c.719T>G; p.M240R), segregating in the three affected individuals. The M240 residue is conserved among human Kv7.2-5 and lies between the two arginines (R5 and R6) closest to the intracellular side of the voltage-sensing S4 transmembrane segment. Whole cell patch-clamp recordings in Chinese hamster ovary (CHO) cells revealed that homomeric Kv7.3 M240R channels were not functional, whereas heteromeric channels incorporating Kv7.3 M240R mutant subunits with Kv7.2 and Kv7.3 displayed a depolarizing shift of about 10 mV in activation gating. Molecular modeling results suggested that the M240R substitution preferentially stabilized the resting state and possibly destabilized the activated state of the Kv7.3 subunits, a result consistent with functional data. Exposure to β-hydroxybutyrate (BHB), a ketone body generated during the ketogenic diet (KD), reversed channel dysfunction induced by the M240R variant. In conclusion, we describe the first missense loss-of-function (LoF) pathogenic variant within the S4 segment of Kv7.3 identified in patients with BFNE. Studied under conditions mimicking heterozygosity, the M240R variant mainly affects the voltage sensitivity, in contrast to previously analyzed BFNE Kv7.3 variants that reduce current density. Our pharmacological results provide a rationale for the use of KD in patients carrying LoF variants in Kv7.2 or Kv7.3 subunits.
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Affiliation(s)
- Francesco Miceli
- Department of Neuroscience, University of Naples "Federico II", Naples, Italy
| | - Lidia Carotenuto
- Department of Neuroscience, University of Naples "Federico II", Naples, Italy
| | - Vincenzo Barrese
- Department of Neuroscience, University of Naples "Federico II", Naples, Italy
| | | | - Erin L Heinzen
- Eshelman School of Pharmacy, Division of Pharmacotherapy and Experimental Therapeutics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Arthur M Mandel
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States
| | - Natalie Lippa
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Louise Bier
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Edward C Cooper
- Departments of Neurology, Neuroscience, and Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, United States
| | - Maria Roberta Cilio
- Department of Pediatrics and Institute of Experimental and Clinical Research, Cliniques universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium
| | | | - Tristan T Sands
- Institute for Genomic Medicine, Columbia University Irving Medical Center, New York, NY, United States.,Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States
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23
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Choi H, Detyniecki K, Bazil C, Thornton S, Crosta P, Tolba H, Muneeb M, Hirsch LJ, Heinzen EL, Sen A, Depondt C, Perucca P, Heiman GA. Development and validation of a predictive model of drug-resistant genetic generalized epilepsy. Neurology 2020; 95:e2150-e2160. [PMID: 32759205 DOI: 10.1212/wnl.0000000000010597] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 05/15/2020] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVE To develop and validate a clinical prediction model for antiepileptic drug (AED)-resistant genetic generalized epilepsy (GGE). METHOD We performed a case-control study of patients with and without drug-resistant GGE, nested within ongoing longitudinal observational studies of AED response at 2 tertiary epilepsy centers. Using a validation dataset, we tested the predictive performance of 3 candidate models, developed from a training dataset. We then tested the candidate models' predictive ability on an external testing dataset. RESULTS Of 5,189 patients in the ongoing longitudinal study, 121 met criteria for AED-resistant GGE and 468 met criteria for AED-responsive GGE. There were 66 patients with GGE in the external dataset, of whom 17 were cases. Catamenial epilepsy, history of a psychiatric condition, and seizure types were strongly related with drug-resistant GGE case status. Compared to women without catamenial epilepsy, women with catamenial epilepsy had about a fourfold increased risk for AED resistance. The calibration of 3 models, assessing the agreement between observed outcomes and predictions, was adequate. Discriminative ability, as measured with area under the receiver operating characteristic curve (AUC), ranged from 0.58 to 0.65. CONCLUSION Catamenial epilepsy, history of a psychiatric condition, and the seizure type combination of generalized tonic clonic, myoclonic, and absence seizures are negative prognostic factors of drug-resistant GGE. The AUC of 0.6 is not consistent with truly effective separation of the groups, suggesting other unmeasured variables may need to be considered in future studies to improve predictability.
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Affiliation(s)
- Hyunmi Choi
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ.
| | - Kamil Detyniecki
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Carl Bazil
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Suzanne Thornton
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Peter Crosta
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Hatem Tolba
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Manahil Muneeb
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Lawrence J Hirsch
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Erin L Heinzen
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Arjune Sen
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Chantal Depondt
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Piero Perucca
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Gary A Heiman
- From the Department of Neurology (H.C., C.B., P.C., M.M.) and Institute for Genomic Medicine (E.L.H.), Columbia University Medical Center, New York, NY; Department of Neurology (K.D.), University of Miami, FL; Department of Statistics and Biostatistics (S.T.), Rutgers University, Piscataway, NJ; Department of Neurology (H.T., L.J.H.), Yale University, New Haven, CT; Nuffield Department of Clinical Neurosciences (A.S.), NIHR Biomedical Research Centre, University of Oxford, UK; Department of Neurology (C.D.), Free University of Brussels, Belgium; Department of Neuroscience (P.P.), Monash University; Departments of Medicine and Neurology (P.P.), The Royal Melbourne Hospital, The University of Melbourne; Department of Neurology (P.P.), Alfred Health, Melbourne, Australia; and Department of Genetics (G.A.H.), Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ
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Prange L, Pratt M, Herman K, Schiffmann R, Mueller DM, McLean M, Mendez MM, Walley N, Heinzen EL, Goldstein D, Shashi V, Hunanyan A, Pagadala V, Mikati MA. D-DEMØ, a distinct phenotype caused by ATP1A3 mutations. Neurol Genet 2020; 6:e466. [PMID: 32802951 PMCID: PMC7413631 DOI: 10.1212/nxg.0000000000000466] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/18/2020] [Indexed: 11/15/2022]
Abstract
Objective To describe a phenotype caused by ATP1A3 mutations, which manifests as dystonia, dysmorphism of the face, encephalopathy with developmental delay, brain MRI abnormalities always including cerebellar hypoplasia, no hemiplegia (Ø) (D-DEMØ), and neonatal onset. Methods Review and analysis of clinical and genetic data. Results Patients shared the above traits and had whole-exome sequencing that showed de novo variants of the ATP1A3 gene, predicted to be disease causing and occurring in regions of the protein critical for pump function. Patient 1 (c.1079C>G, p.Thr360Arg), an 8-year-old girl, presented on day 1 of life with episodic dystonia, complex partial seizures, and facial dysmorphism. MRI of the brain revealed cerebellar hypoplasia. Patient 2 (c.420G>T, p.Gln140His), an 18-year-old man, presented on day 1 of life with hypotonia, tremor, and facial dysmorphism. He later developed dystonia. MRI of the brain revealed cerebellar hypoplasia and, later, further cerebellar volume loss (atrophy). Patient 3 (c.974G>A, Gly325Asp), a 13-year-old girl, presented on day 1 of life with tremor, episodic dystonia, and facial dysmorphism. MRI of the brain showed severe cerebellar hypoplasia. Patient 4 (c.971A>G, p.Glu324Gly), a 14-year-old boy, presented on day 1 of life with tremor, hypotonia, dystonia, nystagmus, facial dysmorphism, and later seizures. MRI of the brain revealed moderate cerebellar hypoplasia. Conclusions D-DEMØ represents an ATP1A3-related phenotype, the observation of which should trigger investigation for ATP1A3 mutations. Our findings, and the presence of multiple distinct ATP1A3-related phenotypes, support the possibility that there are differences in the underlying mechanisms.
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Affiliation(s)
- Lyndsey Prange
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Milton Pratt
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Kristin Herman
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Raphael Schiffmann
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - David M Mueller
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Melissa McLean
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Mary Moya Mendez
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Nicole Walley
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Erin L Heinzen
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - David Goldstein
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Vandana Shashi
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Arsen Hunanyan
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Vijay Pagadala
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
| | - Mohamad A Mikati
- Duke University (L.P., M.P., M.M.M., N.W., V.S., A.H., M.A.M.), Durham, NC; UC Davis Health (K.H.), Sacramento; Baylor Scott & White Health (R.S.), Dallas, TX; Rosalind Franklin University of Medicine and Science (D.M.M.), Chicago, IL; University of North Carolina at Chapel Hill (E.L.H.); Columbia University (D.G.), New York City, NY; and Glycan Therapeutics, LLC (V.P.), Chapel Hill, NC
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Heinzen EL. Somatic variants in epilepsy - advancing gene discovery and disease mechanisms. Curr Opin Genet Dev 2020; 65:1-7. [PMID: 32422520 DOI: 10.1016/j.gde.2020.04.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 04/15/2020] [Indexed: 01/03/2023]
Abstract
In the past ten years, there has been increasing recognition that cells can acquire genetic variants during cortical development that can give rise to brain malformations as well as nonlesional focal epilepsy. These often brain tissue-specific, de novo variants can result in highly variable phenotypes based on the burden of a variant in specific tissues and cells. By discovering these variants, shared pathophysiological mechanisms are being revealed between clinically distinct disorders. Beyond informing disease mechanisms, mosaic variants also offer a powerful research tool to trace cellular lineages, to study the roles of specialized cell types in disease presentation, and to establish the cell-type specific genomic consequences of a variant.
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Affiliation(s)
- Erin L Heinzen
- Eshelman School of Pharmacy, Division of Pharmacotherapy and Experimental Therapeutics, University of North Carolina, Chapel Hill, NC, United States; Department of Genetics, School of Medicine, University of North Carolina, Chapel Hill, NC, United States.
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Alkelai A, Greenbaum L, Heinzen EL, Baugh EH, Teitelbaum A, Zhu X, Strous RD, Tatarskyy P, Zai CC, Tiwari AK, Tampakeras M, Freeman N, Müller DJ, Voineskos AN, Lieberman JA, Delaney SL, Meltzer HY, Remington G, Kennedy JL, Pulver AE, Peabody EP, Levy DL, Lerer B. New insights into tardive dyskinesia genetics: Implementation of whole-exome sequencing approach. Prog Neuropsychopharmacol Biol Psychiatry 2019; 94:109659. [PMID: 31153890 DOI: 10.1016/j.pnpbp.2019.109659] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 05/23/2019] [Accepted: 05/24/2019] [Indexed: 02/07/2023]
Abstract
Tardive dyskinesia (TD) is an adverse movement disorder induced by chronic treatment with antipsychotics drugs. The contribution of common genetic variants to TD susceptibility has been investigated in recent years, but with limited success. The aim of the current study was to investigate the potential contribution of rare variants to TD vulnerability. In order to identify TD risk genes, we performed whole-exome sequencing (WES) and gene-based collapsing analysis focusing on rare (allele frequency < 1%) and putatively deleterious variants (qualifying variants). 82 Jewish schizophrenia patients chronically treated with antipsychotics were included and classified as having severe TD or lack of any abnormal movements based on a rigorous definition of the TD phenotype. First, we performed a case-control, exome-wide collapsing analysis comparing 39 schizophrenia patients with severe TD to 3118 unrelated population controls. Then, we checked the potential top candidate genes among 43 patients without any TD manifestations. All the genes that were found to harbor one or more qualifying variants in patients without any TD features were excluded from the final list of candidate genes. Only one gene, regulating synaptic membrane exocytosis 2 (RIMS2), showed significant enrichment of qualifying variants in TD patients compared with unrelated population controls after correcting for multiple testing (Fisher's exact test p = 5.32E-08, logistic regression p = 2.50E-08). Enrichment was caused by a single variant (rs567070433) due to a frameshift in an alternative transcript of RIMS2. None of the TD negative patients had qualifying variants in this gene. In a validation cohort of 140 schizophrenia patients assessed for TD, the variant was also not detected in any individual. Some potentially suggestive TD genes were detected in the TD cohort and warrant follow-up in future studies. No significant enrichment in previously reported TD candidate genes was identified. To the best of our knowledge, this is the first WES study of TD, demonstrating the potential role of rare loss-of-function variant enrichment in this pharmacogenetic phenotype.
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Affiliation(s)
- Anna Alkelai
- Institute for Genomic Medicine, Columbia University Medical Center, New York, USA.
| | - Lior Greenbaum
- The Danek Gertner Institute of Human Genetics, Sheba Medical Center, Tel Hashomer, Israel; The Joseph Sagol Neuroscience Center, Sheba Medical Center, Tel Hashomer, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, USA
| | - Evan H Baugh
- Institute for Genomic Medicine, Columbia University Medical Center, New York, USA
| | - Alexander Teitelbaum
- Jerusalem Mental Health Center, Kfar Shaul Psychiatric Hospital, Hebrew University-Hadassah School of Medicine, Jerusalem, Israel
| | - Xiaolin Zhu
- Institute for Genomic Medicine, Columbia University Medical Center, New York, USA
| | - Rael D Strous
- Maayenei Hayeshua Medical Center, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Pavel Tatarskyy
- Biological Psychiatry Laboratory, Department of Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Clement C Zai
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Arun K Tiwari
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Maria Tampakeras
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada
| | - Natalie Freeman
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada
| | - Daniel J Müller
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Aristotle N Voineskos
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Jeffrey A Lieberman
- Columbia University, New York State Psychiatric Institute, New York City, NY, USA
| | - Shannon L Delaney
- Columbia University, New York State Psychiatric Institute, New York City, NY, USA
| | - Herbert Y Meltzer
- Psychiatry and Behavioral Sciences, Pharmacology and Physiology, Chemistry of Life Processes Institute, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Gary Remington
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - James L Kennedy
- Tanenbaum Centre for Pharmacogenetics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Ann E Pulver
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Emma P Peabody
- Psychology Research Laboratory, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Deborah L Levy
- Psychology Research Laboratory, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Bernard Lerer
- Biological Psychiatry Laboratory, Department of Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
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Feng YCA, Howrigan DP, Abbott LE, Tashman K, Cerrato F, Singh T, Heyne H, Byrnes A, Churchhouse C, Watts N, Solomonson M, Lal D, Heinzen EL, Dhindsa RS, Stanley KE, Cavalleri GL, Hakonarson H, Helbig I, Krause R, May P, Weckhuysen S, Petrovski S, Kamalakaran S, Sisodiya SM, Cossette P, Cotsapas C, De Jonghe P, Dixon-Salazar T, Guerrini R, Kwan P, Marson AG, Stewart R, Depondt C, Dlugos DJ, Scheffer IE, Striano P, Freyer C, McKenna K, Regan BM, Bellows ST, Leu C, Bennett CA, Johns EM, Macdonald A, Shilling H, Burgess R, Weckhuysen D, Bahlo M, O’Brien TJ, Todaro M, Stamberger H, Andrade DM, Sadoway TR, Mo K, Krestel H, Gallati S, Papacostas SS, Kousiappa I, Tanteles GA, Štěrbová K, Vlčková M, Sedláčková L, Laššuthová P, Klein KM, Rosenow F, Reif PS, Knake S, Kunz WS, Zsurka G, Elger CE, Bauer J, Rademacher M, Pendziwiat M, Muhle H, Rademacher A, van Baalen A, von Spiczak S, Stephani U, Afawi Z, Korczyn AD, Kanaan M, Canavati C, Kurlemann G, Müller-Schlüter K, Kluger G, Häusler M, Blatt I, Lemke JR, Krey I, Weber YG, Wolking S, Becker F, Hengsbach C, Rau S, Maisch AF, Steinhoff BJ, Schulze-Bonhage A, Schubert-Bast S, Schreiber H, Borggräfe I, Schankin CJ, Mayer T, Korinthenberg R, Brockmann K, Kurlemann G, Dennig D, Madeleyn R, Kälviäinen R, Auvinen P, Saarela A, Linnankivi T, Lehesjoki AE, Rees MI, Chung SK, Pickrell WO, Powell R, Schneider N, Balestrini S, Zagaglia S, Braatz V, Johnson MR, Auce P, Sills GJ, Baum LW, Sham PC, Cherny SS, Lui CH, Barišić N, Delanty N, Doherty CP, Shukralla A, McCormack M, El-Naggar H, Canafoglia L, Franceschetti S, Castellotti B, Granata T, Zara F, Iacomino M, Madia F, Vari MS, Mancardi MM, Salpietro V, Bisulli F, Tinuper P, Licchetta L, Pippucci T, Stipa C, Minardi R, Gambardella A, Labate A, Annesi G, Manna L, Gagliardi M, Parrini E, Mei D, Vetro A, Bianchini C, Montomoli M, Doccini V, Marini C, Suzuki T, Inoue Y, Yamakawa K, Tumiene B, Sadleir LG, King C, Mountier E, Caglayan SH, Arslan M, Yapıcı Z, Yis U, Topaloglu P, Kara B, Turkdogan D, Gundogdu-Eken A, Bebek N, Uğur-İşeri S, Baykan B, Salman B, Haryanyan G, Yücesan E, Kesim Y, Özkara Ç, Poduri A, Shiedley BR, Shain C, Buono RJ, Ferraro TN, Sperling MR, Lo W, Privitera M, French JA, Schachter S, Kuzniecky RI, Devinsky O, Hegde M, Khankhanian P, Helbig KL, Ellis CA, Spalletta G, Piras F, Piras F, Gili T, Ciullo V, Reif A, McQuillin A, Bass N, McIntosh A, Blackwood D, Johnstone M, Palotie A, Pato MT, Pato CN, Bromet EJ, Carvalho CB, Achtyes ED, Azevedo MH, Kotov R, Lehrer DS, Malaspina D, Marder SR, Medeiros H, Morley CP, Perkins DO, Sobell JL, Buckley PF, Macciardi F, Rapaport MH, Knowles JA, Fanous AH, McCarroll SA, Gupta N, Gabriel SB, Daly MJ, Lander ES, Lowenstein DH, Goldstein DB, Lerche H, Berkovic SF, Neale BM. Ultra-Rare Genetic Variation in the Epilepsies: A Whole-Exome Sequencing Study of 17,606 Individuals. Am J Hum Genet 2019; 105:267-282. [PMID: 31327507 PMCID: PMC6698801 DOI: 10.1016/j.ajhg.2019.05.020] [Citation(s) in RCA: 168] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 05/29/2019] [Indexed: 12/20/2022] Open
Abstract
Sequencing-based studies have identified novel risk genes associated with severe epilepsies and revealed an excess of rare deleterious variation in less-severe forms of epilepsy. To identify the shared and distinct ultra-rare genetic risk factors for different types of epilepsies, we performed a whole-exome sequencing (WES) analysis of 9,170 epilepsy-affected individuals and 8,436 controls of European ancestry. We focused on three phenotypic groups: severe developmental and epileptic encephalopathies (DEEs), genetic generalized epilepsy (GGE), and non-acquired focal epilepsy (NAFE). We observed that compared to controls, individuals with any type of epilepsy carried an excess of ultra-rare, deleterious variants in constrained genes and in genes previously associated with epilepsy; we saw the strongest enrichment in individuals with DEEs and the least strong in individuals with NAFE. Moreover, we found that inhibitory GABAA receptor genes were enriched for missense variants across all three classes of epilepsy, whereas no enrichment was seen in excitatory receptor genes. The larger gene groups for the GABAergic pathway or cation channels also showed a significant mutational burden in DEEs and GGE. Although no single gene surpassed exome-wide significance among individuals with GGE or NAFE, highly constrained genes and genes encoding ion channels were among the lead associations; such genes included CACNA1G, EEF1A2, and GABRG2 for GGE and LGI1, TRIM3, and GABRG2 for NAFE. Our study, the largest epilepsy WES study to date, confirms a convergence in the genetics of severe and less-severe epilepsies associated with ultra-rare coding variation, and it highlights a ubiquitous role for GABAergic inhibition in epilepsy etiology.
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Sands TT, Miceli F, Lesca G, Beck AE, Sadleir LG, Arrington DK, Schönewolf-Greulich B, Moutton S, Lauritano A, Nappi P, Soldovieri MV, Scheffer IE, Mefford HC, Stong N, Heinzen EL, Goldstein DB, Perez AG, Kossoff EH, Stocco A, Sullivan JA, Shashi V, Gerard B, Francannet C, Bisgaard AM, Tümer Z, Willems M, Rivier F, Vitobello A, Thakkar K, Rajan DS, Barkovich AJ, Weckhuysen S, Cooper EC, Taglialatela M, Cilio MR. Autism and developmental disability caused by KCNQ3 gain-of-function variants. Ann Neurol 2019; 86:181-192. [PMID: 31177578 DOI: 10.1002/ana.25522] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 06/03/2019] [Accepted: 06/06/2019] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Recent reports have described single individuals with neurodevelopmental disability (NDD) harboring heterozygous KCNQ3 de novo variants (DNVs). We sought to assess whether pathogenic variants in KCNQ3 cause NDD and to elucidate the associated phenotype and molecular mechanisms. METHODS Patients with NDD and KCNQ3 DNVs were identified through an international collaboration. Phenotypes were characterized by clinical assessment, review of charts, electroencephalographic (EEG) recordings, and parental interview. Functional consequences of variants were analyzed in vitro by patch-clamp recording. RESULTS Eleven patients were assessed. They had recurrent heterozygous DNVs in KCNQ3 affecting residues R230 (R230C, R230H, R230S) and R227 (R227Q). All patients exhibited global developmental delay within the first 2 years of life. Most (8/11, 73%) were nonverbal or had a few words only. All patients had autistic features, and autism spectrum disorder (ASD) was diagnosed in 5 of 11 (45%). EEGs performed before 10 years of age revealed frequent sleep-activated multifocal epileptiform discharges in 8 of 11 (73%). For 6 of 9 (67%) recorded between 1.5 and 6 years of age, spikes became near-continuous during sleep. Interestingly, most patients (9/11, 82%) did not have seizures, and no patient had seizures in the neonatal period. Voltage-clamp recordings of the mutant KCNQ3 channels revealed gain-of-function (GoF) effects. INTERPRETATION Specific GoF variants in KCNQ3 cause NDD, ASD, and abundant sleep-activated spikes. This new phenotype contrasts both with self-limited neonatal epilepsy due to KCNQ3 partial loss of function, and with the neonatal or infantile onset epileptic encephalopathies due to KCNQ2 GoF. ANN NEUROL 2019;86:181-192.
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Affiliation(s)
- Tristan T Sands
- Department of Neurology, Columbia University Medical Center, New York, NY.,Institute for Genomic Medicine, Columbia University Medical Center, New York, NY
| | - Francesco Miceli
- Section of Pharmacology, Department of Neuroscience, University of Naples "Federico II,", Naples, Italy
| | - Gaetan Lesca
- Department of Medical Genetics, Reference Center for Developmental Anomalies, Civil Hospices of Lyon, Lyon, France.,French Institute of Health and Medical Research U1028, French National Center for Scientific Research UMR5292, Center for Research in Neuroscience in Lyon, Genetics of Neurodevelopment Team, Claude Bernard University Lyon 1, Lyon, France.,Claude Bernard University Lyon 1, Lyon, France
| | - Anita E Beck
- Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, WA.,Seattle Children's Hospital, Seattle, WA
| | - Lynette G Sadleir
- Department of Paediatrics and Child Health, University of Otago, Wellington, New Zealand
| | | | - Bitten Schönewolf-Greulich
- Center for Rett Syndrome, Department of Pediatrics and Adolescent Medicine, National Hospital, Copenhagen, Denmark.,Kennedy Center, Department of Clinical Genetics, Copenhagen University Hospital, Rigshospitalet and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Sébastien Moutton
- French Institute of Health and Medical Research U1231, Laboratory of Cognitive Neuroscience UMR1231, Genetics of Developmental Anomalies, Burgundy University, F-21000, Dijon, France
| | - Anna Lauritano
- Section of Pharmacology, Department of Neuroscience, University of Naples "Federico II,", Naples, Italy
| | - Piera Nappi
- Section of Pharmacology, Department of Neuroscience, University of Naples "Federico II,", Naples, Italy
| | - Maria Virginia Soldovieri
- Department of Medicine and Health Sciences "Vincenzo Tiberio", University of Molise, Campobasso, Italy
| | - Ingrid E Scheffer
- University of Melbourne, Austin Health, Royal Children's Hospital, Florey and Murdoch Institutes, Melbourne, Victoria, Australia
| | - Heather C Mefford
- Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, WA
| | - Nicholas Stong
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY
| | - Ana Grijalvo Perez
- Department of Neurology, University of California, San Francisco, San Francisco, CA
| | - Eric H Kossoff
- Departments of Pediatrics and Neurology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Amber Stocco
- Pediatric Neurology, INTEGRIS Baptist Medical Center, Oklahoma City, OK
| | - Jennifer A Sullivan
- Division of Medical Genetics, Department of Pediatrics, Duke University, Durham, NC
| | - Vandana Shashi
- Division of Medical Genetics, Department of Pediatrics, Duke University, Durham, NC
| | - Benedicte Gerard
- Molecular Genetic Unit, Strasbourg University Hospital, Strasbourg, France
| | - Christine Francannet
- Genetics Department, Reference Center for Developmental Anomalies, Clermont-Ferrand University Hospital, Clermont-Ferrand, France
| | - Anne-Marie Bisgaard
- Center for Rett Syndrome, Department of Pediatrics and Adolescent Medicine, National Hospital, Copenhagen, Denmark
| | - Zeynep Tümer
- Kennedy Center, Department of Clinical Genetics, Copenhagen University Hospital, Rigshospitalet and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Marjolaine Willems
- Reference Center for Developmental Disorders, Department of Medical Genetics, Arnaud de Villeneuve Hospital, Montpellier University Hospital, Montpellier, France
| | - François Rivier
- Department of Pediatric Neurology, University Hospital of Montpellier, and Physiology and Experimental Medicine of Heart and Muscle Unit, University of Montpellier, National Institute for Health and Medical Research, French National Center for Scientific Research, Montpellier, France
| | - Antonio Vitobello
- Functional Unit 12, Innovation in Genomic Diagnosis of Rare Diseases, University Hospital Dijon-Bourgogne, Dijon, France
| | - Kavita Thakkar
- Division of Neurology, Department of Pediatrics, Children's Hospital of Pittsburgh and University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Deepa S Rajan
- Division of Neurology, Department of Pediatrics, Children's Hospital of Pittsburgh and University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - A James Barkovich
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Sarah Weckhuysen
- Neurogenetics Group, University of Antwerp, Antwerp, Belgium.,Neurology Department, University Hospital Antwerp, Antwerp, Belgium
| | - Edward C Cooper
- Departments of Neurology, Neuroscience, and Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Maurizio Taglialatela
- Section of Pharmacology, Department of Neuroscience, University of Naples "Federico II,", Naples, Italy
| | - M Roberta Cilio
- Department of Neurology, University of California, San Francisco, San Francisco, CA.,Departments of Pediatrics and Institute of Experimental and Clinical Research, University of Louvain, Brussels, Belgium
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Cogné B, Ehresmann S, Beauregard-Lacroix E, Rousseau J, Besnard T, Garcia T, Petrovski S, Avni S, McWalter K, Blackburn PR, Sanders SJ, Uguen K, Harris J, Cohen JS, Blyth M, Lehman A, Berg J, Li MH, Kini U, Joss S, von der Lippe C, Gordon CT, Humberson JB, Robak L, Scott DA, Sutton VR, Skraban CM, Johnston JJ, Poduri A, Nordenskjöld M, Shashi V, Gerkes EH, Bongers EM, Gilissen C, Zarate YA, Kvarnung M, Lally KP, Kulch PA, Daniels B, Hernandez-Garcia A, Stong N, McGaughran J, Retterer K, Tveten K, Sullivan J, Geisheker MR, Stray-Pedersen A, Tarpinian JM, Klee EW, Sapp JC, Zyskind J, Holla ØL, Bedoukian E, Filippini F, Guimier A, Picard A, Busk ØL, Punetha J, Pfundt R, Lindstrand A, Nordgren A, Kalb F, Desai M, Ebanks AH, Jhangiani SN, Dewan T, Coban Akdemir ZH, Telegrafi A, Zackai EH, Begtrup A, Song X, Toutain A, Wentzensen IM, Odent S, Bonneau D, Latypova X, Deb W, Redon S, Bilan F, Legendre M, Troyer C, Whitlock K, Caluseriu O, Murphree MI, Pichurin PN, Agre K, Gavrilova R, Rinne T, Park M, Shain C, Heinzen EL, Xiao R, Amiel J, Lyonnet S, Isidor B, Biesecker LG, Lowenstein D, Posey JE, Denommé-Pichon AS, Férec C, Yang XJ, Rosenfeld JA, Gilbert-Dussardier B, Audebert-Bellanger S, Redon R, Stessman HA, Nellaker C, Yang Y, Lupski JR, Goldstein DB, Eichler EE, Bolduc F, Bézieau S, Küry S, Campeau PM, Küry S, Campeau PM. Missense Variants in the Histone Acetyltransferase Complex Component Gene TRRAP Cause Autism and Syndromic Intellectual Disability. Am J Hum Genet 2019; 104:530-541. [PMID: 30827496 DOI: 10.1016/j.ajhg.2019.01.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 01/18/2019] [Indexed: 12/13/2022] Open
Abstract
Acetylation of the lysine residues in histones and other DNA-binding proteins plays a major role in regulation of eukaryotic gene expression. This process is controlled by histone acetyltransferases (HATs/KATs) found in multiprotein complexes that are recruited to chromatin by the scaffolding subunit transformation/transcription domain-associated protein (TRRAP). TRRAP is evolutionarily conserved and is among the top five genes intolerant to missense variation. Through an international collaboration, 17 distinct de novo or apparently de novo variants were identified in TRRAP in 24 individuals. A strong genotype-phenotype correlation was observed with two distinct clinical spectra. The first is a complex, multi-systemic syndrome associated with various malformations of the brain, heart, kidneys, and genitourinary system and characterized by a wide range of intellectual functioning; a number of affected individuals have intellectual disability (ID) and markedly impaired basic life functions. Individuals with this phenotype had missense variants clustering around the c.3127G>A p.(Ala1043Thr) variant identified in five individuals. The second spectrum manifested with autism spectrum disorder (ASD) and/or ID and epilepsy. Facial dysmorphism was seen in both groups and included upslanted palpebral fissures, epicanthus, telecanthus, a wide nasal bridge and ridge, a broad and smooth philtrum, and a thin upper lip. RNA sequencing analysis of skin fibroblasts derived from affected individuals skin fibroblasts showed significant changes in the expression of several genes implicated in neuronal function and ion transport. Thus, we describe here the clinical spectrum associated with TRRAP pathogenic missense variants, and we suggest a genotype-phenotype correlation useful for clinical evaluation of the pathogenicity of the variants.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Sébastien Küry
- Centre Hospitalier Universitaire de Nantes, Service de Génétique Médicale, 9 quai Moncousu, 44093 Nantes, France; INSERM, CNRS, UNIV Nantes, l'institut du thorax, 44007 Nantes, France.
| | - Philippe M Campeau
- Centre Hospitalier Universitaire Sainte-Justine Research Centre, University of Montreal, Montreal, QC H3T 1C5, Canada; Department of Pediatrics, University of Montreal, Montreal, QC H3T1J4, Canada.
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30
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Verbitsky M, Westland R, Perez A, Kiryluk K, Liu Q, Krithivasan P, Mitrotti A, Fasel DA, Batourina E, Sampson MG, Bodria M, Werth M, Kao C, Martino J, Capone VP, Vivante A, Shril S, Kil BH, Marasa M, Zhang JY, Na YJ, Lim TY, Ahram D, Weng PL, Heinzen EL, Carrea A, Piaggio G, Gesualdo L, Manca V, Masnata G, Gigante M, Cusi D, Izzi C, Scolari F, van Wijk JAE, Saraga M, Santoro D, Conti G, Zamboli P, White H, Drozdz D, Zachwieja K, Miklaszewska M, Tkaczyk M, Tomczyk D, Krakowska A, Sikora P, Jarmoliński T, Borszewska-Kornacka MK, Pawluch R, Szczepanska M, Adamczyk P, Mizerska-Wasiak M, Krzemien G, Szmigielska A, Zaniew M, Dobson MG, Darlow JM, Puri P, Barton DE, Furth SL, Warady BA, Gucev Z, Lozanovski VJ, Tasic V, Pisani I, Allegri L, Rodas LM, Campistol JM, Jeanpierre C, Alam S, Casale P, Wong CS, Lin F, Miranda DM, Oliveira EA, Simoes-E-Silva AC, Barasch JM, Levy B, Wu N, Hildebrandt F, Ghiggeri GM, Latos-Bielenska A, Materna-Kiryluk A, Zhang F, Hakonarson H, Papaioannou VE, Mendelsohn CL, Gharavi AG, Sanna-Cherchi S. Author Correction: The copy number variation landscape of congenital anomalies of the kidney and urinary tract. Nat Genet 2019; 51:764. [PMID: 30816350 DOI: 10.1038/s41588-019-0376-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In the version of this article initially published, affiliation 38 incorrectly read "ICNU-Nephrology and Urology Department, Barcelona, Spain"; "Renal Division, Hospital Clinic, IDIBAPS, University of Barcelona, Barcelona, Spain" is the correct affiliation. The error has been corrected in the HTML and PDF versions of the article.
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Affiliation(s)
- Miguel Verbitsky
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Rik Westland
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA.,Department of Pediatric Nephrology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Alejandra Perez
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Krzysztof Kiryluk
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Qingxue Liu
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Priya Krithivasan
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Adele Mitrotti
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - David A Fasel
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Ekaterina Batourina
- Department of Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Matthew G Sampson
- University of Michigan School of Medicine, Department of Pediatrics-Nephrology, Ann Arbor, MI, USA
| | - Monica Bodria
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Max Werth
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Charlly Kao
- Center for Applied Genomics, The Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Jeremiah Martino
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Valentina P Capone
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Asaf Vivante
- Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Pediatric Department B and Pediatric Nephrology Unit, Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Tel Hashomer and the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Shirlee Shril
- Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Byum Hee Kil
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Maddalena Marasa
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Jun Y Zhang
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Young-Ji Na
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Tze Y Lim
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Dina Ahram
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Patricia L Weng
- Department of Pediatric Nephrology, UCLA Medical Center and UCLA Medical Center-Santa Monica, Los Angeles, CA, USA
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Alba Carrea
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Giorgio Piaggio
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Loreto Gesualdo
- Section of Nephrology, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Valeria Manca
- Department of Pediatric Urology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Giuseppe Masnata
- Department of Pediatric Urology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Maddalena Gigante
- Section of Nephrology, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Daniele Cusi
- National Research Council of Italy, Inst. Biomedical Technologies Milano Bio4dreams Scientific Unit, Milano, Italy
| | - Claudia Izzi
- Dipartimento Ostetrico-Ginecologico e Seconda Divisione di Nefrologia ASST, Spedali Civili e Presidio di Montichiari, Brescia, Italy
| | - Francesco Scolari
- Cattedra di Nefrologia, Universita di Brescia, Seconda Divisione di Nefrologia, Azienda Ospedaliera Spedali Civili di Brescia Presidio di Montichiari, Brescia, Italy
| | - Joanna A E van Wijk
- Department of Pediatric Nephrology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Marijan Saraga
- Department of Pediatrics, University Hospital of Split, Split, Croatia.,School of Medicine, University of Split, Split, Croatia
| | - Domenico Santoro
- Dipartimento di Medicina Clinica e Sperimentale, Universita degli Studi di Messina, Messina, Italy
| | - Giovanni Conti
- Department of Pediatric Nephrology, Azienda Ospedaliera Universitaria "G. Martino", Messina, Italy
| | - Pasquale Zamboli
- Division of Nephrology, University of Campania "Luigi Vanvitell", Naples, Italy
| | - Hope White
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Dorota Drozdz
- Department of Pediatric Nephrology and Hypertension, Dialysis Unit, Jagiellonian University Medical College, Krakow, Poland
| | - Katarzyna Zachwieja
- Department of Pediatric Nephrology and Hypertension, Dialysis Unit, Jagiellonian University Medical College, Krakow, Poland
| | - Monika Miklaszewska
- Department of Pediatric Nephrology, Jagiellonian University Medical College, Krakow, Poland
| | - Marcin Tkaczyk
- Department of Pediatrics, Immunology and Nephrology, Polish Mother' s Memorial Hospital Research Institute, Lodz, Poland
| | - Daria Tomczyk
- Department of Pediatrics, Immunology and Nephrology, Polish Mother' s Memorial Hospital Research Institute, Lodz, Poland
| | - Anna Krakowska
- Department of Pediatrics, Immunology and Nephrology, Polish Mother' s Memorial Hospital Research Institute, Lodz, Poland
| | - Przemyslaw Sikora
- Department of Pediatric Nephrology Medical University of Lublin, Lublin, Poland
| | | | - Maria K Borszewska-Kornacka
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | - Robert Pawluch
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | - Maria Szczepanska
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | - Piotr Adamczyk
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | | | - Grazyna Krzemien
- Department of Pediatrics and Nephrology, Medical University of Warsaw, Warsaw, Poland
| | - Agnieszka Szmigielska
- Department of Pediatrics and Nephrology, Medical University of Warsaw, Warsaw, Poland
| | - Marcin Zaniew
- Department of Pediatrics, University of Zielona Gora, Zielona Gora, Poland
| | - Mark G Dobson
- Department of Clinical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, Ireland.,National Children's Research Centre, Our Lady's Children' s Hospital Crumlin, Dublin, Ireland
| | - John M Darlow
- Department of Clinical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, Ireland.,National Children's Research Centre, Our Lady's Children' s Hospital Crumlin, Dublin, Ireland
| | - Prem Puri
- National Children's Research Centre, Our Lady's Children' s Hospital Crumlin, Dublin, Ireland.,National Children's Hospital Tallaght, Dublin, Ireland
| | - David E Barton
- Department of Clinical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, Ireland.,University College Dublin UCD School of Medicine, Our Lady's Children's Hospital Crumlin, Dublin, Ireland
| | - Susan L Furth
- Departments of Pediatrics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Division of Nephrology, Children's Hospital of Philadelphia (CHOP), Philadelphia, PA, USA
| | - Bradley A Warady
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Division of Nephrology, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Zoran Gucev
- University Children' s Hospital, Medical Faculty of Skopje, Skopje, Macedonia
| | - Vladimir J Lozanovski
- University Children' s Hospital, Medical Faculty of Skopje, Skopje, Macedonia.,University Clinic for General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Velibor Tasic
- University Children' s Hospital, Medical Faculty of Skopje, Skopje, Macedonia
| | - Isabella Pisani
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Landino Allegri
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Lida M Rodas
- ICNU-Nephrology and Urology Department, Barcelona, Spain
| | | | - Cécile Jeanpierre
- Laboratory of Hereditary Kidney Diseases, Inserm UMR 1163, Imagine Institute, Paris Descartes-Sorbonne Paris Cite University, Paris, France
| | - Shumyle Alam
- Department of Pediatric Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Pasquale Casale
- Department of Pediatric Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA.,Mount Sinai Medical Center, Kravis Children's Hospital, New York, NY, USA
| | - Craig S Wong
- Division of Pediatric Nephrology, University of New Mexico Children's Hospital, Albuquerque, NM, USA
| | - Fangming Lin
- Division of Pediatric Nephrology, Department of Pediatrics, Columbia University, New York, NY, USA
| | - Débora M Miranda
- Department of Pediatrics, Unit of Pediatric Nephrology, Interdisciplinary Laboratory of Medical Investigation, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Eduardo A Oliveira
- Department of Pediatrics, Unit of Pediatric Nephrology, Interdisciplinary Laboratory of Medical Investigation, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Ana Cristina Simoes-E-Silva
- Department of Pediatrics, Unit of Pediatric Nephrology, Interdisciplinary Laboratory of Medical Investigation, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Jonathan M Barasch
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Brynn Levy
- Department of Pathology and Cell Biology, Columbia University, New York, NY, USA
| | - Nan Wu
- Department of Orthopedic Surgery, Beijing Key Laboratory for Genetic Research of Skeletal Deformity, Medical Research Center of Orthopedics, all at Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China.,Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Friedhelm Hildebrandt
- Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Gian Marco Ghiggeri
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Anna Latos-Bielenska
- Department of Medical Genetics, Poznan University of Medical Sciences, and NZOZ Center for Medical Genetics GENESIS, Poznan, Poland
| | - Anna Materna-Kiryluk
- Department of Medical Genetics, Poznan University of Medical Sciences, and NZOZ Center for Medical Genetics GENESIS, Poznan, Poland
| | - Feng Zhang
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
| | - Hakon Hakonarson
- Center for Applied Genomics, The Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Virginia E Papaioannou
- Department of Genetics and Development, Columbia University Medical Center, New York, NY, USA.
| | - Cathy L Mendelsohn
- Department of Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA.
| | - Ali G Gharavi
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA.
| | - Simone Sanna-Cherchi
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA.
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31
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Verbitsky M, Westland R, Perez A, Kiryluk K, Liu Q, Krithivasan P, Mitrotti A, Fasel DA, Batourina E, Sampson MG, Bodria M, Werth M, Kao C, Martino J, Capone VP, Vivante A, Shril S, Kil BH, Marasà M, Zhang JY, Na YJ, Lim TY, Ahram D, Weng PL, Heinzen EL, Carrea A, Piaggio G, Gesualdo L, Manca V, Masnata G, Gigante M, Cusi D, Izzi C, Scolari F, van Wijk JAE, Saraga M, Santoro D, Conti G, Zamboli P, White H, Drozdz D, Zachwieja K, Miklaszewska M, Tkaczyk M, Tomczyk D, Krakowska A, Sikora P, Jarmoliński T, Borszewska-Kornacka MK, Pawluch R, Szczepanska M, Adamczyk P, Mizerska-Wasiak M, Krzemien G, Szmigielska A, Zaniew M, Dobson MG, Darlow JM, Puri P, Barton DE, Furth SL, Warady BA, Gucev Z, Lozanovski VJ, Tasic V, Pisani I, Allegri L, Rodas LM, Campistol JM, Jeanpierre C, Alam S, Casale P, Wong CS, Lin F, Miranda DM, Oliveira EA, Simões-E-Silva AC, Barasch JM, Levy B, Wu N, Hildebrandt F, Ghiggeri GM, Latos-Bielenska A, Materna-Kiryluk A, Zhang F, Hakonarson H, Papaioannou VE, Mendelsohn CL, Gharavi AG, Sanna-Cherchi S. The copy number variation landscape of congenital anomalies of the kidney and urinary tract. Nat Genet 2018; 51:117-127. [PMID: 30578417 PMCID: PMC6668343 DOI: 10.1038/s41588-018-0281-y] [Citation(s) in RCA: 121] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 10/18/2018] [Indexed: 12/18/2022]
Abstract
Congenital anomalies of the kidney and urinary tract (CAKUT) are a major cause of pediatric kidney failure. We performed a genome-wide analysis of copy number variants (CNVs) in 2,824 cases and 21,498 controls. Affected individuals carried a significant burden of rare exonic (i.e. affecting coding regions) CNVs and were enriched for known genomic disorders (GD). Kidney anomaly (KA) cases were most enriched for exonic CNVs, encompassing GD-CNVs and novel deletions; obstructive uropathy (OU) had a lower CNV burden and an intermediate prevalence of GD-CNVs; vesicoureteral reflux (VUR) had the fewest GD-CNVs but was enriched for novel exonic CNVs, particularly duplications. Six loci (1q21, 4p16.1-p16.3, 16p11.2, 16p13.11, 17q12, and 22q11.2) accounted for 65% of patients with GD-CNVs. Deletions at 17q12, 4p16.1-p16.3, and 22q11.2 were specific for KA; the 16p11.2 locus showed extensive pleiotropy. Using a multidisciplinary approach, we identified TBX6 as a driver for the CAKUT subphenotypes in the 16p11.2 microdeletion syndrome.
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Affiliation(s)
- Miguel Verbitsky
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Rik Westland
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA.,Department of Pediatric Nephrology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Alejandra Perez
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Krzysztof Kiryluk
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Qingxue Liu
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Priya Krithivasan
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Adele Mitrotti
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - David A Fasel
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Ekaterina Batourina
- Department of Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Matthew G Sampson
- University of Michigan School of Medicine, Department of Pediatrics-Nephrology, Ann Arbor, MI, USA
| | - Monica Bodria
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Max Werth
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Charlly Kao
- Center for Applied Genomics, The Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Jeremiah Martino
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Valentina P Capone
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Asaf Vivante
- Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Pediatric Department B and Pediatric Nephrology Unit, Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Tel Hashomer and the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Shirlee Shril
- Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Byum Hee Kil
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Maddalena Marasà
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Jun Y Zhang
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Young-Ji Na
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Tze Y Lim
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Dina Ahram
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Patricia L Weng
- Department of Pediatric Nephrology, UCLA Medical Center and UCLA Medical Center-Santa Monica, Los Angeles, CA, USA
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Alba Carrea
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Giorgio Piaggio
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Loreto Gesualdo
- Section of Nephrology, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Valeria Manca
- Department of Pediatric Urology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Giuseppe Masnata
- Department of Pediatric Urology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Maddalena Gigante
- Section of Nephrology, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Daniele Cusi
- National Research Council of Italy, Inst. Biomedical Technologies Milano Bio4dreams Scientific Unit, Milano, Italy
| | - Claudia Izzi
- Dipartimento Ostetrico-Ginecologico e Seconda Divisione di Nefrologia ASST, Spedali Civili e Presidio di Montichiari, Brescia, Italy
| | - Francesco Scolari
- Cattedra di Nefrologia, Università di Brescia, Seconda Divisione di Nefrologia, Azienda Ospedaliera Spedali Civili di Brescia Presidio di Montichiari, Brescia, Italy
| | - Joanna A E van Wijk
- Department of Pediatric Nephrology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Marijan Saraga
- Department of Pediatrics, University Hospital of Split, Split, Croatia.,School of Medicine, University of Split, Split, Croatia
| | - Domenico Santoro
- Dipartimento di Medicina Clinica e Sperimentale, Università degli Studi di Messina, Messina, Italy
| | - Giovanni Conti
- Department of Pediatric Nephrology, Azienda Ospedaliera Universitaria "G. Martino", Messina, Italy
| | - Pasquale Zamboli
- Division of Nephrology, University of Campania "Luigi Vanvitell", Naples, Italy
| | - Hope White
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Dorota Drozdz
- Department of Pediatric Nephrology and Hypertension, Dialysis Unit, Jagiellonian University Medical College, Krakow, Poland
| | - Katarzyna Zachwieja
- Department of Pediatric Nephrology and Hypertension, Dialysis Unit, Jagiellonian University Medical College, Krakow, Poland
| | - Monika Miklaszewska
- Department of Pediatric Nephrology, Jagiellonian University Medical College, Krakow, Poland
| | - Marcin Tkaczyk
- Department of Pediatrics, Immunology and Nephrology, Polish Mother's Memorial Hospital Research Institute, Lodz, Poland
| | - Daria Tomczyk
- Department of Pediatrics, Immunology and Nephrology, Polish Mother's Memorial Hospital Research Institute, Lodz, Poland
| | - Anna Krakowska
- Department of Pediatrics, Immunology and Nephrology, Polish Mother's Memorial Hospital Research Institute, Lodz, Poland
| | - Przemyslaw Sikora
- Department of Pediatric Nephrology Medical University of Lublin, Lublin, Poland
| | | | - Maria K Borszewska-Kornacka
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | - Robert Pawluch
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | - Maria Szczepanska
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | - Piotr Adamczyk
- Department of Pediatrics, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
| | | | - Grazyna Krzemien
- Department of Pediatrics and Nephrology, Medical University of Warsaw, Warsaw, Poland
| | - Agnieszka Szmigielska
- Department of Pediatrics and Nephrology, Medical University of Warsaw, Warsaw, Poland
| | - Marcin Zaniew
- Department of Pediatrics, University of Zielona Góra, Zielona Góra, Poland
| | - Mark G Dobson
- Department of Clinical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, Ireland.,National Children's Research Centre, Our Lady's Children's Hospital Crumlin, Dublin, Ireland
| | - John M Darlow
- Department of Clinical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, Ireland.,National Children's Research Centre, Our Lady's Children's Hospital Crumlin, Dublin, Ireland
| | - Prem Puri
- National Children's Research Centre, Our Lady's Children's Hospital Crumlin, Dublin, Ireland.,National Children's Hospital Tallaght, Dublin, Ireland
| | - David E Barton
- Department of Clinical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, Ireland.,University College Dublin UCD School of Medicine, Our Lady's Children's Hospital Crumlin, Dublin, Ireland
| | - Susan L Furth
- Departments of Pediatrics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Division of Nephrology, Children's Hospital of Philadelphia (CHOP), Philadelphia, PA, USA
| | - Bradley A Warady
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Division of Nephrology, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Zoran Gucev
- University Children's Hospital, Medical Faculty of Skopje, Skopje, Macedonia
| | - Vladimir J Lozanovski
- University Children's Hospital, Medical Faculty of Skopje, Skopje, Macedonia.,University Clinic for General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Velibor Tasic
- University Children's Hospital, Medical Faculty of Skopje, Skopje, Macedonia
| | - Isabella Pisani
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Landino Allegri
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Lida M Rodas
- Renal Division, Hospital Clinic, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Josep M Campistol
- Renal Division, Hospital Clinic, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Cécile Jeanpierre
- Laboratory of Hereditary Kidney Diseases, Inserm UMR 1163, Imagine Institute, Paris Descartes-Sorbonne Paris Cité University, Paris, France
| | - Shumyle Alam
- Department of Pediatric Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Pasquale Casale
- Department of Pediatric Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA.,Mount Sinai Medical Center, Kravis Children's Hospital, New York, NY, USA
| | - Craig S Wong
- Division of Pediatric Nephrology, University of New Mexico Children's Hospital, Albuquerque, NM, USA
| | - Fangming Lin
- Division of Pediatric Nephrology, Department of Pediatrics, Columbia University, New York, NY, USA
| | - Débora M Miranda
- Department of Pediatrics, Unit of Pediatric Nephrology, Interdisciplinary Laboratory of Medical Investigation, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Eduardo A Oliveira
- Department of Pediatrics, Unit of Pediatric Nephrology, Interdisciplinary Laboratory of Medical Investigation, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Ana Cristina Simões-E-Silva
- Department of Pediatrics, Unit of Pediatric Nephrology, Interdisciplinary Laboratory of Medical Investigation, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Jonathan M Barasch
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA
| | - Brynn Levy
- Department of Pathology and Cell Biology, Columbia University, New York, NY, USA
| | - Nan Wu
- Department of Orthopedic Surgery, Beijing Key Laboratory for Genetic Research of Skeletal Deformity, Medical Research Center of Orthopedics, all at Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China.,Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Friedhelm Hildebrandt
- Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Gian Marco Ghiggeri
- Division of Nephrology, Dialysis, Transplantation, and Laboratory on Pathophysiology of Uremia, Istituto G. Gaslini, Genoa, Italy
| | - Anna Latos-Bielenska
- Department of Medical Genetics, Poznan University of Medical Sciences, and NZOZ Center for Medical Genetics GENESIS, Poznan, Poland
| | - Anna Materna-Kiryluk
- Department of Medical Genetics, Poznan University of Medical Sciences, and NZOZ Center for Medical Genetics GENESIS, Poznan, Poland
| | - Feng Zhang
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
| | - Hakon Hakonarson
- Center for Applied Genomics, The Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Virginia E Papaioannou
- Department of Genetics and Development, Columbia University Medical Center, New York, NY, USA.
| | - Cathy L Mendelsohn
- Department of Urology, Columbia University College of Physicians and Surgeons, New York, NY, USA.
| | - Ali G Gharavi
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA.
| | - Simone Sanna-Cherchi
- Division of Nephrology, Department of Medicine, Columbia University, New York, NY, USA.
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32
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Mulhern MS, Stumpel C, Stong N, Brunner HG, Bier L, Lippa N, Riviello J, Rouhl RPW, Kempers M, Pfundt R, Stegmann APA, Kukolich MK, Telegrafi A, Lehman A, Lopez-Rangel E, Houcinat N, Barth M, den Hollander N, Hoffer MJV, Weckhuysen S, Roovers J, Djemie T, Barca D, Ceulemans B, Craiu D, Lemke JR, Korff C, Mefford HC, Meyers CT, Siegler Z, Hiatt SM, Cooper GM, Bebin EM, Snijders Blok L, Veenstra-Knol HE, Baugh EH, Brilstra EH, Volker-Touw CML, van Binsbergen E, Revah-Politi A, Pereira E, McBrian D, Pacault M, Isidor B, Le Caignec C, Gilbert-Dussardier B, Bilan F, Heinzen EL, Goldstein DB, Stevens SJC, Sands TT. NBEA: Developmental disease gene with early generalized epilepsy phenotypes. Ann Neurol 2018; 84:788-795. [PMID: 30269351 DOI: 10.1002/ana.25350] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 08/27/2018] [Accepted: 09/23/2018] [Indexed: 12/14/2022]
Abstract
NBEA is a candidate gene for autism, and de novo variants have been reported in neurodevelopmental disease (NDD) cohorts. However, NBEA has not been rigorously evaluated as a disease gene, and associated phenotypes have not been delineated. We identified 24 de novo NBEA variants in patients with NDD, establishing NBEA as an NDD gene. Most patients had epilepsy with onset in the first few years of life, often characterized by generalized seizure types, including myoclonic and atonic seizures. Our data show a broader phenotypic spectrum than previously described, including a myoclonic-astatic epilepsy-like phenotype in a subset of patients. Ann Neurol 2018;84:796-803.
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Affiliation(s)
- Maureen S Mulhern
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY
| | - Constance Stumpel
- Department of Clinical Genetics and School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Nicholas Stong
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY
| | - Han G Brunner
- Department of Clinical Genetics and School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands.,Department of Human Genetics, Donders Institute for Brain, Cognition, and Behavior, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Louise Bier
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY
| | - Natalie Lippa
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY
| | - James Riviello
- Department of Neurology, Columbia University Department of Neurology, New York, NY
| | - Rob P W Rouhl
- Department of Neurology, Maastricht University Medical Center, Maastricht, the Netherlands.,Academic Center for Epileptology, Kempenhaeghe/Maastricht University Medical Center, Maastricht, the Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Marlies Kempers
- Department of Clinical Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Rolph Pfundt
- Department of Human Genetics, Donders Institute for Brain, Cognition, and Behavior, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Alexander P A Stegmann
- Department of Clinical Genetics and School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | | | | | - Anna Lehman
- Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Elena Lopez-Rangel
- Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nada Houcinat
- University of Burgundy-Franche-Comté, UMR1231 GAD, INSERM, Dijon, France.,Dijon Bourgogne University Hospital Center, Rare Diseases Reference Center "Developmental Anomalies and Informational Syndromes," Genetic Center, FHU-TRANSLAD, Dijon, France
| | - Magalie Barth
- Department of Biochemistry and Genetics, Angers University Hospital Center, Angers, France
| | | | - Mariette J V Hoffer
- Clinical Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Sarah Weckhuysen
- Center for Molecular Neurology, VIB, Neurogenetics Group, Antwerp, Belgium.,Laboratory of Neurogenetics, Institute Born-Bunge, University of Antwerp, Antwerp, Belgium.,Department of Neurology, University Hospital Antwerp, Antwerp, Belgium
| | | | - Jolien Roovers
- Center for Molecular Neurology, VIB, Neurogenetics Group, Antwerp, Belgium.,Laboratory of Neurogenetics, Institute Born-Bunge, University of Antwerp, Antwerp, Belgium
| | - Tania Djemie
- Center for Molecular Neurology, VIB, Neurogenetics Group, Antwerp, Belgium.,Laboratory of Neurogenetics, Institute Born-Bunge, University of Antwerp, Antwerp, Belgium.,Department of Neurology, University Hospital Antwerp, Antwerp, Belgium
| | - Diana Barca
- Pediatric Neurology Clinic, Al Obregia Hospital, Carol Davila University of Medicine, Bucharest, Romania
| | - Berten Ceulemans
- Department of Pediatric Neurology, University Hospital Antwerp, Antwerp, Belgium
| | - Dana Craiu
- Pediatric Neurology Clinic, Al Obregia Hospital, Carol Davila University of Medicine, Bucharest, Romania
| | - Johannes R Lemke
- Institute for Human Genetics, University of Leipzig Hospitals and Clinics, Leipzig, Germany
| | - Christian Korff
- Pediatric Neurology Unit, Child and Adolescent Department, University Hospitals, Geneva, Switzerland
| | | | | | - Zsuzsanna Siegler
- Bethesda Children's Hospital, Department of Neurology, Budapest, Hungary
| | - Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL
| | | | - E Martina Bebin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL
| | - Lot Snijders Blok
- Department of Human Genetics, Donders Institute for Brain, Cognition, and Behavior, Radboud University Medical Center, Nijmegen, the Netherlands.,Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
| | - Hermine E Veenstra-Knol
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Evan H Baugh
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY
| | - Eva H Brilstra
- University Medical Center Utrecht, Department of Genetics, Utrecht, the Netherlands
| | | | - Ellen van Binsbergen
- University Medical Center Utrecht, Department of Genetics, Utrecht, the Netherlands
| | - Anya Revah-Politi
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY
| | - Elaine Pereira
- Division of Clinical Genetics, Department of Pediatrics, New York-Presbyterian Morgan Stanley Children's Hospital, Columbia University Medical Center, New York, NY
| | - Danielle McBrian
- Department of Neurology, Columbia University Department of Neurology, New York, NY
| | - Mathilde Pacault
- Genetics Service, Nantes University Hospital Center, Nantes, France
| | - Bertrand Isidor
- Genetics Service, Nantes University Hospital Center, Nantes, France
| | | | - Brigitte Gilbert-Dussardier
- Genetics Service, Poitiers University Hospital Center, Poitiers, France.,University of Poitiers, EA3808 NEUVACOD, Poitiers, France
| | - Frederic Bilan
- Genetics Service, Poitiers University Hospital Center, Poitiers, France.,University of Poitiers, EA3808 NEUVACOD, Poitiers, France
| | - Erin L Heinzen
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY.,Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY
| | - David B Goldstein
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY
| | - Servi J C Stevens
- Department of Clinical Genetics and School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Tristan T Sands
- Columbia University Medical Center, Institute for Genomic Medicine, New York, NY.,Department of Neurology, Columbia University Department of Neurology, New York, NY
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33
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Hemati P, Revah-Politi A, Bassan H, Petrovski S, Bilancia CG, Ramsey K, Griffin NG, Bier L, Cho MT, Rosello M, Lynch SA, Colombo S, Weber A, Haug M, Heinzen EL, Sands TT, Narayanan V, Primiano M, Aggarwal VS, Millan F, Sattler-Holtrop SG, Caro-Llopis A, Pillar N, Baker J, Freedman R, Kroes HY, Sacharow S, Stong N, Lapunzina P, Schneider MC, Mendelsohn NJ, Singleton A, Loik Ramey V, Wou K, Kuzminsky A, Monfort S, Weiss M, Doyle S, Iglesias A, Martinez F, Mckenzie F, Orellana C, van Gassen KLI, Palomares M, Bazak L, Lee A, Bircher A, Basel-Vanagaite L, Hafström M, Houge G, Goldstein DB, Anyane-Yeboa K. Refining the phenotype associated with GNB1 mutations: Clinical data on 18 newly identified patients and review of the literature. Am J Med Genet A 2018; 176:2259-2275. [PMID: 30194818 DOI: 10.1002/ajmg.a.40472] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Revised: 06/19/2018] [Accepted: 06/21/2018] [Indexed: 11/05/2022]
Abstract
De novo germline mutations in GNB1 have been associated with a neurodevelopmental phenotype. To date, 28 patients with variants classified as pathogenic have been reported. We add 18 patients with de novo mutations to this cohort, including a patient with mosaicism for a GNB1 mutation who presented with a milder phenotype. Consistent with previous reports, developmental delay in these patients was moderate to severe, and more than half of the patients were non-ambulatory and nonverbal. The most observed substitution affects the p.Ile80 residue encoded in exon 6, with 28% of patients carrying a variant at this residue. Dystonia and growth delay were observed more frequently in patients carrying variants in this residue, suggesting a potential genotype-phenotype correlation. In the new cohort of 18 patients, 50% of males had genitourinary anomalies and 61% of patients had gastrointestinal anomalies, suggesting a possible association of these findings with variants in GNB1. In addition, cutaneous mastocytosis, reported once before in a patient with a GNB1 variant, was observed in three additional patients, providing further evidence for an association to GNB1. We will review clinical and molecular data of these new cases and all previously reported cases to further define the phenotype and establish possible genotype-phenotype correlations.
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Affiliation(s)
- Parisa Hemati
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Anya Revah-Politi
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Haim Bassan
- Pediatric Neurology & Development Center, Assaf Harofe Medical Center, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Slavé Petrovski
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York.,Department of Medicine, Austin Health and Royal Melbourne Hospital, University of Melbourne, Melbourne, Victoria, Australia
| | - Colleen G Bilancia
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York
| | - Keri Ramsey
- Center for Rare Childhood Disorders, Translational Genomics Research Institute, Phoenix, Arizona
| | - Nicole G Griffin
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Louise Bier
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | | | - Monica Rosello
- Unidad de Genetica, Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | - Sally Ann Lynch
- Temple Street Children's University Hospital, Dublin, Ireland
| | - Sophie Colombo
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Astrid Weber
- Department of Clinical Genetics, Liverpool Women's Hospital, Liverpool, United Kingdom
| | - Marte Haug
- Department of Medical Genetics, St. Olav's University Hospital, Trondheim, Norway
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Tristan T Sands
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Vinodh Narayanan
- Center for Rare Childhood Disorders, Translational Genomics Research Institute, Phoenix, Arizona
| | - Michelle Primiano
- Department of Pediatrics, Children's Hospital of New York-Presbyterian, New York, New York
| | - Vimla S Aggarwal
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York.,Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York
| | | | - Shannon G Sattler-Holtrop
- Carle Physician Group, Urbana, Illinois.,Department of Genetics, Le Bonheur Children's Hospital, Memphis, Tennessee
| | - Alfonso Caro-Llopis
- Unidad de Genetica, Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | - Nir Pillar
- Pediatric Neurology & Development Center, Assaf Harofe Medical Center, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Janice Baker
- Genomics Medicine Program, Children's Hospitals and Clinics of Minnesota, Minneapolis, Minnesota
| | - Rebecca Freedman
- Genetic Services of Western Australia, Department of Health, Government of Western Australia, Perth, Western Australia, Australia.,School of Paediatrics and Child Health, University of Western Australia, Perth, Western Australia, Australia
| | - Hester Y Kroes
- Department of Genetics, University Medical Center Utrecht, The Netherlands
| | - Stephanie Sacharow
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts
| | - Nick Stong
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Pablo Lapunzina
- INGEMM, Instituto de Genética Médica y Molecular, IdiPAZ, Hospital Universitario la Paz, Universidad Autónoma de Madrid (UAM), Madrid, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Raras, CIBERER, ISCIII, Madrid, Spain
| | - Michael C Schneider
- Carle Physician Group, Urbana, Illinois.,Biochemical Genetics, Neurology Division, St Christopher's Hospital for Children, Philadelphia, Pennsylvania
| | - Nancy J Mendelsohn
- Genomics Medicine Program, Children's Hospitals and Clinics of Minnesota, Minneapolis, Minnesota
| | | | - Valerie Loik Ramey
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts
| | - Karen Wou
- Division of Clinical Genetics, Department of Pediatrics, Columbia University Medical Center (CUMC), New York, New York
| | - Alla Kuzminsky
- Child development Center, Clalit Health Service, Netanya, Israel
| | - Sandra Monfort
- Unidad de Genetica, Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | - Monica Weiss
- Pediatric Neurology & Development Center, Assaf Harofe Medical Center, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Samantha Doyle
- Temple Street Children's University Hospital, Dublin, Ireland
| | - Alejandro Iglesias
- Division of Clinical Genetics, Department of Pediatrics, Columbia University Medical Center (CUMC), New York, New York
| | - Francisco Martinez
- Unidad de Genetica, Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | - Fiona Mckenzie
- Genetic Services of Western Australia, Department of Health, Government of Western Australia, Perth, Western Australia, Australia.,School of Paediatrics and Child Health, University of Western Australia, Perth, Western Australia, Australia
| | - Carmen Orellana
- Unidad de Genetica, Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | | | - Maria Palomares
- INGEMM, Instituto de Genética Médica y Molecular, IdiPAZ, Hospital Universitario la Paz, Universidad Autónoma de Madrid (UAM), Madrid, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Raras, CIBERER, ISCIII, Madrid, Spain
| | - Lily Bazak
- Pediatric Neurology & Development Center, Assaf Harofe Medical Center, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Andy Lee
- Brentwood Children's Clinic, Brentwood, Tennessee
| | - Ana Bircher
- Inner Vision Women's Ultrasound & Genetics, Nashville, Tennessee
| | - Lina Basel-Vanagaite
- Raphael Recanati Genetics Institute, Rabin Medical Center, Beilinson Campus, Petah Tikva, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Pediatric Genetics Unit, Schneider Children's Medical Center of Israel, Petah Tikva, Israel.,Felsenstein Medical Research Center, Rabin Medical Center, Petah Tikva, Israel
| | - Maria Hafström
- Department of Pediatrics, St Olav's Hospital, Trondheim, Norway.,Department of Laboratory Medicine, Children's and Women's Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Gunnar Houge
- Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen, Norway
| | -
- Center for Rare Childhood Disorders, Translational Genomics Research Institute, Phoenix, Arizona
| | -
- DDD Study, Wellcome Trust Sanger Institute, Hinxton, United Kingdom
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Kwame Anyane-Yeboa
- Division of Clinical Genetics, Department of Pediatrics, Columbia University Medical Center (CUMC), New York, New York
| |
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34
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Anttila V, Bulik-Sullivan B, Finucane HK, Walters RK, Bras J, Duncan L, Escott-Price V, Falcone GJ, Gormley P, Malik R, Patsopoulos NA, Ripke S, Wei Z, Yu D, Lee PH, Turley P, Grenier-Boley B, Chouraki V, Kamatani Y, Berr C, Letenneur L, Hannequin D, Amouyel P, Boland A, Deleuze JF, Duron E, Vardarajan BN, Reitz C, Goate AM, Huentelman MJ, Kamboh MI, Larson EB, Rogaeva E, St George-Hyslop P, Hakonarson H, Kukull WA, Farrer LA, Barnes LL, Beach TG, Demirci FY, Head E, Hulette CM, Jicha GA, Kauwe JSK, Kaye JA, Leverenz JB, Levey AI, Lieberman AP, Pankratz VS, Poon WW, Quinn JF, Saykin AJ, Schneider LS, Smith AG, Sonnen JA, Stern RA, Van Deerlin VM, Van Eldik LJ, Harold D, Russo G, Rubinsztein DC, Bayer A, Tsolaki M, Proitsi P, Fox NC, Hampel H, Owen MJ, Mead S, Passmore P, Morgan K, Nöthen MM, Rossor M, Lupton MK, Hoffmann P, Kornhuber J, Lawlor B, McQuillin A, Al-Chalabi A, Bis JC, Ruiz A, Boada M, Seshadri S, Beiser A, Rice K, van der Lee SJ, De Jager PL, Geschwind DH, Riemenschneider M, Riedel-Heller S, Rotter JI, Ransmayr G, Hyman BT, Cruchaga C, Alegret M, Winsvold B, Palta P, Farh KH, Cuenca-Leon E, Furlotte N, Kurth T, Ligthart L, Terwindt GM, Freilinger T, Ran C, Gordon SD, Borck G, Adams HHH, Lehtimäki T, Wedenoja J, Buring JE, Schürks M, Hrafnsdottir M, Hottenga JJ, Penninx B, Artto V, Kaunisto M, Vepsäläinen S, Martin NG, Montgomery GW, Kurki MI, Hämäläinen E, Huang H, Huang J, Sandor C, Webber C, Muller-Myhsok B, Schreiber S, Salomaa V, Loehrer E, Göbel H, Macaya A, Pozo-Rosich P, Hansen T, Werge T, Kaprio J, Metspalu A, Kubisch C, Ferrari MD, Belin AC, van den Maagdenberg AMJM, Zwart JA, Boomsma D, Eriksson N, Olesen J, Chasman DI, Nyholt DR, Avbersek A, Baum L, Berkovic S, Bradfield J, Buono RJ, Catarino CB, Cossette P, De Jonghe P, Depondt C, Dlugos D, Ferraro TN, French J, Hjalgrim H, Jamnadas-Khoda J, Kälviäinen R, Kunz WS, Lerche H, Leu C, Lindhout D, Lo W, Lowenstein D, McCormack M, Møller RS, Molloy A, Ng PW, Oliver K, Privitera M, Radtke R, Ruppert AK, Sander T, Schachter S, Schankin C, Scheffer I, Schoch S, Sisodiya SM, Smith P, Sperling M, Striano P, Surges R, Thomas GN, Visscher F, Whelan CD, Zara F, Heinzen EL, Marson A, Becker F, Stroink H, Zimprich F, Gasser T, Gibbs R, Heutink P, Martinez M, Morris HR, Sharma M, Ryten M, Mok KY, Pulit S, Bevan S, Holliday E, Attia J, Battey T, Boncoraglio G, Thijs V, Chen WM, Mitchell B, Rothwell P, Sharma P, Sudlow C, Vicente A, Markus H, Kourkoulis C, Pera J, Raffeld M, Silliman S, Boraska Perica V, Thornton LM, Huckins LM, William Rayner N, Lewis CM, Gratacos M, Rybakowski F, Keski-Rahkonen A, Raevuori A, Hudson JI, Reichborn-Kjennerud T, Monteleone P, Karwautz A, Mannik K, Baker JH, O'Toole JK, Trace SE, Davis OSP, Helder SG, Ehrlich S, Herpertz-Dahlmann B, Danner UN, van Elburg AA, Clementi M, Forzan M, Docampo E, Lissowska J, Hauser J, Tortorella A, Maj M, Gonidakis F, Tziouvas K, Papezova H, Yilmaz Z, Wagner G, Cohen-Woods S, Herms S, Julià A, Rabionet R, Dick DM, Ripatti S, Andreassen OA, Espeseth T, Lundervold AJ, Steen VM, Pinto D, Scherer SW, Aschauer H, Schosser A, Alfredsson L, Padyukov L, Halmi KA, Mitchell J, Strober M, Bergen AW, Kaye W, Szatkiewicz JP, Cormand B, Ramos-Quiroga JA, Sánchez-Mora C, Ribasés M, Casas M, Hervas A, Arranz MJ, Haavik J, Zayats T, Johansson S, Williams N, Dempfle A, Rothenberger A, Kuntsi J, Oades RD, Banaschewski T, Franke B, Buitelaar JK, Arias Vasquez A, Doyle AE, Reif A, Lesch KP, Freitag C, Rivero O, Palmason H, Romanos M, Langley K, Rietschel M, Witt SH, Dalsgaard S, Børglum AD, Waldman I, Wilmot B, Molly N, Bau CHD, Crosbie J, Schachar R, Loo SK, McGough JJ, Grevet EH, Medland SE, Robinson E, Weiss LA, Bacchelli E, Bailey A, Bal V, Battaglia A, Betancur C, Bolton P, Cantor R, Celestino-Soper P, Dawson G, De Rubeis S, Duque F, Green A, Klauck SM, Leboyer M, Levitt P, Maestrini E, Mane S, De-Luca DM, Parr J, Regan R, Reichenberg A, Sandin S, Vorstman J, Wassink T, Wijsman E, Cook E, Santangelo S, Delorme R, Rogé B, Magalhaes T, Arking D, Schulze TG, Thompson RC, Strohmaier J, Matthews K, Melle I, Morris D, Blackwood D, McIntosh A, Bergen SE, Schalling M, Jamain S, Maaser A, Fischer SB, Reinbold CS, Fullerton JM, Guzman-Parra J, Mayoral F, Schofield PR, Cichon S, Mühleisen TW, Degenhardt F, Schumacher J, Bauer M, Mitchell PB, Gershon ES, Rice J, Potash JB, Zandi PP, Craddock N, Ferrier IN, Alda M, Rouleau GA, Turecki G, Ophoff R, Pato C, Anjorin A, Stahl E, Leber M, Czerski PM, Cruceanu C, Jones IR, Posthuma D, Andlauer TFM, Forstner AJ, Streit F, Baune BT, Air T, Sinnamon G, Wray NR, MacIntyre DJ, Porteous D, Homuth G, Rivera M, Grove J, Middeldorp CM, Hickie I, Pergadia M, Mehta D, Smit JH, Jansen R, de Geus E, Dunn E, Li QS, Nauck M, Schoevers RA, Beekman AT, Knowles JA, Viktorin A, Arnold P, Barr CL, Bedoya-Berrio G, Bienvenu OJ, Brentani H, Burton C, Camarena B, Cappi C, Cath D, Cavallini M, Cusi D, Darrow S, Denys D, Derks EM, Dietrich A, Fernandez T, Figee M, Freimer N, Gerber G, Grados M, Greenberg E, Hanna GL, Hartmann A, Hirschtritt ME, Hoekstra PJ, Huang A, Huyser C, Illmann C, Jenike M, Kuperman S, Leventhal B, Lochner C, Lyon GJ, Macciardi F, Madruga-Garrido M, Malaty IA, Maras A, McGrath L, Miguel EC, Mir P, Nestadt G, Nicolini H, Okun MS, Pakstis A, Paschou P, Piacentini J, Pittenger C, Plessen K, Ramensky V, Ramos EM, Reus V, Richter MA, Riddle MA, Robertson MM, Roessner V, Rosário M, Samuels JF, Sandor P, Stein DJ, Tsetsos F, Van Nieuwerburgh F, Weatherall S, Wendland JR, Wolanczyk T, Worbe Y, Zai G, Goes FS, McLaughlin N, Nestadt PS, Grabe HJ, Depienne C, Konkashbaev A, Lanzagorta N, Valencia-Duarte A, Bramon E, Buccola N, Cahn W, Cairns M, Chong SA, Cohen D, Crespo-Facorro B, Crowley J, Davidson M, DeLisi L, Dinan T, Donohoe G, Drapeau E, Duan J, Haan L, Hougaard D, Karachanak-Yankova S, Khrunin A, Klovins J, Kučinskas V, Lee Chee Keong J, Limborska S, Loughland C, Lönnqvist J, Maher B, Mattheisen M, McDonald C, Murphy KC, Nenadic I, van Os J, Pantelis C, Pato M, Petryshen T, Quested D, Roussos P, Sanders AR, Schall U, Schwab SG, Sim K, So HC, Stögmann E, Subramaniam M, Toncheva D, Waddington J, Walters J, Weiser M, Cheng W, Cloninger R, Curtis D, Gejman PV, Henskens F, Mattingsdal M, Oh SY, Scott R, Webb B, Breen G, Churchhouse C, Bulik CM, Daly M, Dichgans M, Faraone SV, Guerreiro R, Holmans P, Kendler KS, Koeleman B, Mathews CA, Price A, Scharf J, Sklar P, Williams J, Wood NW, Cotsapas C, Palotie A, Smoller JW, Sullivan P, Rosand J, Corvin A, Neale BM, Schott JM, Anney R, Elia J, Grigoroiu-Serbanescu M, Edenberg HJ, Murray R. Analysis of shared heritability in common disorders of the brain. Science 2018; 360:eaap8757. [PMID: 29930110 PMCID: PMC6097237 DOI: 10.1126/science.aap8757] [Citation(s) in RCA: 847] [Impact Index Per Article: 141.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Revised: 02/07/2017] [Accepted: 04/24/2018] [Indexed: 01/01/2023]
Abstract
Disorders of the brain can exhibit considerable epidemiological comorbidity and often share symptoms, provoking debate about their etiologic overlap. We quantified the genetic sharing of 25 brain disorders from genome-wide association studies of 265,218 patients and 784,643 control participants and assessed their relationship to 17 phenotypes from 1,191,588 individuals. Psychiatric disorders share common variant risk, whereas neurological disorders appear more distinct from one another and from the psychiatric disorders. We also identified significant sharing between disorders and a number of brain phenotypes, including cognitive measures. Further, we conducted simulations to explore how statistical power, diagnostic misclassification, and phenotypic heterogeneity affect genetic correlations. These results highlight the importance of common genetic variation as a risk factor for brain disorders and the value of heritability-based methods in understanding their etiology.
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Affiliation(s)
- Verneri Anttila
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA.
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Brendan Bulik-Sullivan
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Hilary K Finucane
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Mathematics, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Raymond K Walters
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Jose Bras
- UK Dementia Research Institute, University College London, London, UK
- Department of Molecular Neuroscience, Institute of Neurology, University College London, London, UK
| | - Laramie Duncan
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Psychiatry and Behavioral Science, Stanford University, Stanford, California, USA
| | - Valentina Escott-Price
- Cardiff University, Medical Research Council Center for Neuropsychiatric Genetics & Genomics, Institute of Psychology, Medicine & Clinical Neuroscience, Cardiff, UK
- Dementia Research Institute, Cardiff University, Cardiff, UK
| | - Guido J Falcone
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Padhraig Gormley
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Rainer Malik
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Nikolaos A Patsopoulos
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Neurology, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Stephan Ripke
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Charite Universitatsmedizin Berlin, Berlin, Germany
| | - Zhi Wei
- Department of Computer Science, New Jersey Institute of Technology, New Jersey, USA
| | - Dongmei Yu
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Phil H Lee
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Patrick Turley
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Benjamin Grenier-Boley
- INSERM U1167 LabEx DISTALZ, Lille, France
- Institut Pasteur de Lille, U1167, Lille, France
- Université de Lille, U1167, RID-AGE, Risk Factors and Molecular Determinants of Aging-Related Diseases, Lille, France
| | - Vincent Chouraki
- INSERM U1167 LabEx DISTALZ, Lille, France
- Institut Pasteur de Lille, U1167, Lille, France
- Université de Lille, U1167, RID-AGE, Risk Factors and Molecular Determinants of Aging-Related Diseases, Lille, France
- Centre Hosp. Univ Lille, Lille, France
| | - Yoichiro Kamatani
- Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Claudine Berr
- INSERM U1061 - Neuropsychiatry: Epidemiological and Clinical Research, Montpellier, France
- University of Montpellier, Montpellier, France
- Memory Research and Resources Center, Department of Neurology, Montpellier University Hospital Gui de Chauliac, Montpellier, France
| | - Luc Letenneur
- INSERM, UMR 1219, Bordeaux, France
- University of Bordeaux, Bordeaux, France
| | - Didier Hannequin
- Rouen University Hospital, Rouen, France
- Inserm U1245, Rouen, France
| | - Philippe Amouyel
- INSERM U1167 LabEx DISTALZ, Lille, France
- Institut Pasteur de Lille, U1167, Lille, France
- Université de Lille, U1167, RID-AGE, Risk Factors and Molecular Determinants of Aging-Related Diseases, Lille, France
- Centre Hosp. Univ Lille, Lille, France
| | - Anne Boland
- Centre National de Recherche en Génomique Humaine (CNRGH), Institut de biologie François Jacob, CEA, Evry, France
| | - Jean-François Deleuze
- Centre National de Recherche en Génomique Humaine (CNRGH), Institut de biologie François Jacob, CEA, Evry, France
| | - Emmanuelle Duron
- Department of Gerontology, Hôpital Broca, AH-HP, Paris, France
- Hôpital Paul Brousse Université Paris Sud XI, Le Kremlin-Bicêtre, Paris, France
| | - Badri N Vardarajan
- Gertrude H. Sergievsky Center and Dept of Neurology, Columbia University, New York, NY, USA
| | | | - Alison M Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Matthew J Huentelman
- Translational Genomics Research Institute, Neurogenomics Division, Phoenix, AZ, USA
| | | | - Eric B Larson
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
- Department of Medicine, University of Washington, WA, USA
| | - Ekaterina Rogaeva
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada
| | - Peter St George-Hyslop
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
| | - Hakon Hakonarson
- Center for Applied Genomics of The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Walter A Kukull
- National Alzheimer Coordinating Center (NACC), Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Lindsay A Farrer
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Lisa L Barnes
- Rush Alzheimers Disease Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush Medical College, Chicago, IL, USA
- Department of Behavioral Sciences, Rush Medical College, Chicago, IL, USA
| | | | | | - Elizabeth Head
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY, USA
| | - Christine M Hulette
- Department of Pathology, Duke University School of Medicine, Durham, NC, USA
| | - Gregory A Jicha
- College of Medicine, University of Kentucky, Lexington, KY, USA
| | - John S K Kauwe
- Department of Biology, Brigham Young University, Provo, UT, USA
| | - Jeffrey A Kaye
- Layton Aging & Alzheimer's Disease Center, Oregon Health & Science University, Portland, OR, USA
| | - James B Leverenz
- Lou Ruvo Center for Brain Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Allan I Levey
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Andrew P Lieberman
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Vernon S Pankratz
- University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Wayne W Poon
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA, USA
| | - Joseph F Quinn
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
- Department of Neurology and Parkinson's Disease Research Education and Clinical Care Center (PADRECC), Portland Veterans Affairs Medical Center, Portland, OR, USA
| | - Andrew J Saykin
- Indiana Alzheimer Disease Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Lon S Schneider
- Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Amanda G Smith
- Byrd Alzheimer's Institute, University of South Florida, Tampa, FL, USA
| | - Joshua A Sonnen
- Department of Pathology, University of Utah, Salt Lake City, UT, USA
- Department of Pathology, University of Washington, Seattle, WA, USA
| | | | - Vivianna M Van Deerlin
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Linda J Van Eldik
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY, USA
| | - Denise Harold
- School of Biotechnology, Dublin City University, Glasnevin, Dublin, Ireland
| | - Giancarlo Russo
- Functional Genomics Center Zurich, ETH/UZH-Zurich, Zurich, Switzerland
| | - David C Rubinsztein
- Department of Medical Genetics, Cambridge Institute for Medical Research, Cambridge, UK
- UK Dementia Research Institute, Cambridge, UK
| | | | - Magda Tsolaki
- 1st and 3rd Departments of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Greek Association of Alzheimer's Disease and Related Disorders, Thessaloniki, Greece
| | - Petra Proitsi
- Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nick C Fox
- Dementia Research Centre, UCL Institute of Neurology, London, UK
- UK Dementia Research Institute, University College London, London, UK
| | - Harald Hampel
- Sorbonne University, GRC n° 21, Alzheimer Precision Medicine (APM), AP-HP, Pitié-Salpêtrière Hospital, Paris, France
- Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
- Brain & Spine Institute (ICM), INSERM U 1127, CNRS UMR 7225, Paris, France
- AXA Research Fund & Sorbonne University Chair, Paris, France
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Institute of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Simon Mead
- Institute of Prion Diseases and MRC Prion Unit, University College London, London, UK
| | - Peter Passmore
- Centre for Public Health, Queens University Belfast, Belfast, UK
| | - Kevin Morgan
- Human Genetics, School of Life Sciences, University of Nottingham, Nottingham UK
| | - Markus M Nöthen
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Institute of Human Genetics, School of Medicine, University of Bonn & University Hospital Bonn, Bonn, Germany
| | - Martin Rossor
- Department of Neurodegeneration, UCL Institute of Neurology, London, UK
| | - Michelle K Lupton
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
- Institute of Psychiatry Psychology and Neuroscience, Kings College London, UK
| | - Per Hoffmann
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Institute of Human Genetics, School of Medicine, University of Bonn & University Hospital Bonn, Bonn, Germany
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Human Genomics Research Group, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg University Hospital, Erlangen, Germany
| | - Brian Lawlor
- Department of Psychiatry and Global Brain Health Institute, Trinity College, Dublin, Ireland
| | - Andrew McQuillin
- Division of Psychiatry, Molecular Psychiatry Laboratory,University College London, London, UK
| | - Ammar Al-Chalabi
- Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, King's College London, London, UK
- King's College Hospital, London, UK
| | - Joshua C Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Agustin Ruiz
- Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain and Universitat Internacional de Catalunya, Barcelona, Spain
- Facultat de Medicina i Ciències de la Salut, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Mercè Boada
- Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain and Universitat Internacional de Catalunya, Barcelona, Spain
| | - Sudha Seshadri
- Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio, Texas, USA
- Neurology and Neurogenetics Core, Framingham Heart Study, Framingham, MA, USA
- School of Medicine, Boston University, Boston, MA, USA
| | - Alexa Beiser
- School of Public Health, Boston University, Boston, MA, USA
- Framingham Heart Study, Framingham, MA, USA
- School of Medicine, Boston University, Boston, MA, USA
| | - Kenneth Rice
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Sven J van der Lee
- Department of Epidemiology, Erasmus Medical Centre, Rotterdam, the Netherlands
| | - Philip L De Jager
- Center for Translational & Computational Neuroimmunology, Columbia University Medical Center, New York, NY, USA
| | - Daniel H Geschwind
- Neurogenetics Program, Departments of Neurology and Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Center For Autism Research and Treatment, Semel Institute, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Steffi Riedel-Heller
- Institute of Social Medicine, Occupational Health and Public Health (ISAP), University of Leipzig, Leipzig, Germany
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Departments of Pediatrics and Medicine, LABioMed at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Gerhard Ransmayr
- Department of Neurology II, Kepler University Clinic, Johannes Kepler University, Linz, Austria
| | - Bradley T Hyman
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Carlos Cruchaga
- Washington University School of Medicine, St. Louis, MO, USA
| | - Montserrat Alegret
- Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain and Universitat Internacional de Catalunya, Barcelona, Spain
| | - Bendik Winsvold
- Communication and Research Unit for Musculoskeletal Disorders (FORMI), Oslo University Hospital, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Priit Palta
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Kai-How Farh
- Illumina Inc., San Diego, CA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Ester Cuenca-Leon
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | | | - Tobias Kurth
- Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Lannie Ligthart
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Gisela M Terwindt
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Tobias Freilinger
- Institute for Stroke and Dementia Research, Klinikum der Universitaet Muenchen, Munich, Germany
- Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research, University of Tuebingen, Tuebingen, Germany
| | - Caroline Ran
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Scott D Gordon
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Guntram Borck
- Institute of Human Genetics, University of Ulm, Ulm, Germany
| | - Hieab H H Adams
- Department of Epidemiology, Erasmus Medical Centre, Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus Medical Centre, Rotterdam, the Netherlands
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland
| | - Juho Wedenoja
- Department of Ophthalmology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | | | - Markus Schürks
- Department of Neurology, University Hospital Essen, Germany
| | | | - Jouke-Jan Hottenga
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Avera Institute for Human Genetics, Sioux Falls, SD, USA
| | - Brenda Penninx
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Ville Artto
- Department of Neurology, Helsinki University Central Hospital, Helsinki, Finland
| | - Mari Kaunisto
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Salli Vepsäläinen
- Department of Neurology, Helsinki University Central Hospital, Helsinki, Finland
| | | | - Grant W Montgomery
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Mitja I Kurki
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Eija Hämäläinen
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Hailiang Huang
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Jie Huang
- Boston VA Research Institute, Boston, MA, USA
- Brigham Women's Hospital Division of Aging, Harvard Medical School, Boston, MA, USA
| | - Cynthia Sandor
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK
| | - Caleb Webber
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK
- Dementia Research Institute, Cardiff University, Cardiff, UK
| | - Bertram Muller-Myhsok
- Max Planck Institute of Psychiatry, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
- Clinic of Internal Medicine I, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Veikko Salomaa
- National Institute for Health and Welfare, Helsinki, Finland
| | - Elizabeth Loehrer
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - Alfons Macaya
- Pediatric Neurology Research Group, Vall d'Hebron Research Institute, Autonomous University of Barcelona, Barcelona, Spain
| | - Patricia Pozo-Rosich
- Headache Unit, Neurology Department, Hospital Vall d'Hebron, Barcelona, Spain
- Headache Research Group, VHIR, Autonomous University of Barcelona, Barcelona, Spain
| | - Thomas Hansen
- Danish Headache Center, Rigshospitalet Glostrup and University of Copenhagen, Copenhagen, Denmark
- Institute of Biological Psychiatry, Roskilde, Denmark
| | - Thomas Werge
- Institute of Biological Psychiatry, Roskilde, Denmark
- Department of Clinical Sciences, University of Copenhagen, Copenhagen, Denmark
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
| | - Jaakko Kaprio
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Andres Metspalu
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Christian Kubisch
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Michel D Ferrari
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Andrea C Belin
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Arn M J M van den Maagdenberg
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - John-Anker Zwart
- Division of Clinical Neuroscience, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Dorret Boomsma
- Netherlands Twin Register, Vrije Universiteit, Amsterdam, the Netherlands
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | | | - Jes Olesen
- Danish Headache Center, Rigshospitalet Glostrup and University of Copenhagen, Copenhagen, Denmark
| | - Daniel I Chasman
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Dale R Nyholt
- Statistical and Genomic Epidemiology Laboratory, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Andreja Avbersek
- Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, London, UK
| | - Larry Baum
- Centre for Genomic Sciences, University of Hong Kong, Hong Kong
| | - Samuel Berkovic
- Epilepsy Research Centre, University of Melbourne, Heidelberg, Australia
| | | | - Russell J Buono
- Cooper Medical School of Rowan University, Camden, NJ, USA
- Thomas Jefferson University Hospital, Philadelphia, PA, USA
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Claudia B Catarino
- Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, London, UK
- Epilepsy Society, Chalfont-St-Peter, Bucks, UK
| | - Patrick Cossette
- Centre de Recherche du Centre Hospitalier de l'Universite de Montreal and Department of Neurosciences, Université de Montréal, Montréal, Canada
| | - Peter De Jonghe
- Neurogenetics Group, VIB-CMN, Antwerp, Belgium
- University of Antwerp, Antwerp, Belgium
- Department of Neurology, Antwerp University Hospital, Antwerp, Belgium
| | - Chantal Depondt
- Department of Neurology, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Dennis Dlugos
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Thomas N Ferraro
- Department of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ, USA
- Department of Psychiatry, Center for Neurobiology and Behavior, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | | | | | - Jennifer Jamnadas-Khoda
- Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, London, UK
- Institute of Mental Health, University of Nottingham, Nottingham, UK
| | - Reetta Kälviäinen
- Epilepsy Center/Neurocenter, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Wolfram S Kunz
- Department of Epileptology, University Bonn Medical Center, Bonn, Germany
- Institute of Experimental Epileptology and Cognition Research, University Bonn Medical Center, Bonn, Germany
| | - Holger Lerche
- Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research, University of Tuebingen, Tuebingen, Germany
| | - Costin Leu
- Department of Clinical and Experimental Epilepsy, NIHR University College London Hospitals Biomedical Research Centre, UCL Institute of Neurology, London
| | - Dick Lindhout
- Department of Genetics, University Medical Center Utrecht, the Netherlands
- Epilepsy Foundation in the Netherlands (SEIN), Heemstede, the Netherlands
| | - Warren Lo
- Departments of Pediatrics and Neurology, Ohio State University, Columbus, OH, USA
- Nationwide Children's Hospital, Columbus, OH, USA
| | - Daniel Lowenstein
- Department of Neurology, University of California, San Francisco, CA, USA
| | - Mark McCormack
- Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland
- Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Rikke S Møller
- Danish Epilepsy Centre, Filadelfia, Dianalund, Denmark
- Institute for Regional Health Services, University of Southern Denmark, Odense, Denmark
| | | | - Ping-Wing Ng
- United Christian Hospital, Hong Kong
- Hong Kong Sanatorium and Hospital, Hong Kong
| | - Karen Oliver
- Epilepsy Research Centre, University of Melbourne, Austin Health, Heidelberg, Australia
| | - Michael Privitera
- Department of Neurology, University of Cincinnati, Cincinnati, OH, USA
- UC Gardner Neuroscience Institute, Cincinnati, OH, USA
| | - Rodney Radtke
- Department of Neurology, Duke University School of Medicine, Durham, NC, USA
| | | | - Thomas Sander
- Cologne Center for Genomics (CCG), University of Cologne, Cologne, Germany
| | - Steven Schachter
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Christoph Schankin
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Switzerland
- Department of Neurology, University of Munich Hospital, Grosshadern, University of Munich, Germany
| | - Ingrid Scheffer
- Department of Medicine, The University of Melbourne, Austin Health, Melbourne, Victoria, Australia
- Department of Paediatrics, Royal Children's Hospital, The University of Melbourne, Melbourne, Victoria, Australia
- Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, Australia
| | - Susanne Schoch
- Institute of Neuropathology, Bonn University Medical School, Bonn, Germany
| | - Sanjay M Sisodiya
- UCL Institute of Neurology, London, UK
- Chalfont Centre for Epilepsy, Bucks, UK
| | | | - Michael Sperling
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Pasquale Striano
- Pediatric Neurology and Muscular Diseases Unit-Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health University of Genoa, "G. Gaslini" Institute, Genova, Italy
| | - Rainer Surges
- Department of Epileptology, University Hospital Bonn, Bonn, Germany
- Section of Epileptology, Department of Neurology, University Hospital RWTH Aachen, Aachen, Germany
| | - G Neil Thomas
- Institute of Applied Health Research, University of Birmingham, UK
| | - Frank Visscher
- Department of Neurology, Admiraal De Ruyter Hospital, Goes, The Netherlands
| | - Christopher D Whelan
- Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Federico Zara
- Laboratory of Neurogenetics, G. Gaslini Institute, Genova, Italy
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Anthony Marson
- University of Liverpool, Liverpool, UK
- Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Felicitas Becker
- Department of Neurology and Epileptology, University Hospital Tuebingen, Tuebingen, Germany
- Department of Neurology, University of Ulm, Ulm, Germany
| | | | - Fritz Zimprich
- Department of Neurology, Medical University of Vienna, Austria
| | - Thomas Gasser
- Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Raphael Gibbs
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Peter Heutink
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Maria Martinez
- INSERM U1220, IRSD, Toulouse, France
- Université Paul Sabatier, Toulouse, France
| | | | - Manu Sharma
- Centre for Genetic Epidemiology, Institute for Clinical Epidemiology and Applied Biometery, University of Tubingen, Germany
| | | | - Kin Y Mok
- Department of Molecular Neuroscience, Institute of Neurology, University College London, London, UK
- Division of Life Science, Hong Kong University of Science and Technology, Hong Kong Special Administrative Region, China
| | - Sara Pulit
- Department of Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, UK
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | | | - Elizabeth Holliday
- Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia
| | - John Attia
- University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, Newcastle, Australia
| | - Thomas Battey
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Division of Neurocritical Care and Emergency Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Giorgio Boncoraglio
- Department of Cerebrovascular Diseases, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
- PhD Program in Neuroscience, University Milano-Bicocca, Monza, Italy
| | - Vincent Thijs
- Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, Australia
- Austin Health, Heidelberg, Australia
| | - Wei-Min Chen
- University of Virginia Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Braxton Mitchell
- Dept of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Geriatrics Research and Education Clinical Center, Baltimore Veterans Administration Medical Center, Baltimore, MD, USA
| | - Peter Rothwell
- Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Pankaj Sharma
- Institute of Cardiovascular Research, Royal Holloway University of London, London, UK
- Ashford & St Peters NHS Foundation Trust, Surrey, UK
| | | | - Astrid Vicente
- Instituto Nacional de Saúde Doutor Ricardo Jorge, Lisboa, Portugal
- Biosystems and Integrative Sciences Institute - BioISI, University of Lisboa, Lisboa, Portugal
| | - Hugh Markus
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Christina Kourkoulis
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Joana Pera
- Department of Neurology, Jagiellonian University Medical College, Kraków, Poland
| | - Miriam Raffeld
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Massachusetts General Hospital, Boston, MA, USA
- The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Scott Silliman
- Department of Neurology, College of Medicine-Jacksonville, University of Florida, Jacksonville, FL, USA
| | | | - Laura M Thornton
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - N William Rayner
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Oxford Centre for Diabetes, Endocrinology and Metabolism, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Department of Human Genetics, Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Cathryn M Lewis
- MRC Social, Genetic and Developmental Psychiatry Centre, King's College London, London, UK
| | - Monica Gratacos
- Genes and Disease Programme, Centre for Genomic Regulation (CRG), Barcelona, Spain
| | - Filip Rybakowski
- Department of Adult Psychiatry, Poznan University of Medical Sciences, Poland
| | | | - Anu Raevuori
- Department of Adolescent Psychiatry, Helsinki University Central Hospital, Helsinki, Finland
- Clinicum, Department of Public Health, University of Helsinki, Finland
| | - James I Hudson
- Harvard Medical School/McLean Hospital, Belmont, MA, USA
| | | | - Palmiero Monteleone
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno,Italy
| | - Andreas Karwautz
- Eating Disorders Unit, Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - Katrin Mannik
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - Jessica H Baker
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Sara E Trace
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Oliver S P Davis
- MRC Integrative Epidemiology Unit and Bristol Medical School, University of Bristol, Bristol, UK
| | - Sietske G Helder
- Zorg op Orde BV, Leidschendam, The Netherlands
- MRC Social, Genetic and Developmental Psychiatry Centre, King's College London, London, UK
| | - Stefan Ehrlich
- Division of Psychological & Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technischen Universität Dresden, Dresden, Germany
| | - Beate Herpertz-Dahlmann
- Department of Child & Adolescent Psychiatry & Psychosomatic Medicine of University Clinics, RWTH Aachen, Aachen, Germany
| | - Unna N Danner
- Altrecht Eating Disorders Rintveld, Altrecht Mental Health Institute, Zeist, The Netherlands
- Faculty of Social Sciences, University of Utrecht, Utrecht, the Netherlands
| | - Annemarie A van Elburg
- Altrecht Eating Disorders Rintveld, Altrecht Mental Health Institute, Zeist, The Netherlands
- Faculty of Social Sciences, University of Utrecht, Utrecht, the Netherlands
| | - Maurizio Clementi
- Medical Genetics Unit, Department SDB, University of Padova, Padova, Italy
| | - Monica Forzan
- UOC Genetica ed Epidemiologica Clinica Az. Ospedaliera, Padova, Italy
| | - Elisa Docampo
- Department of Human Genetics, CHU Sart-Tilman, University of Liège, Liège, Belgium
- Department of Rheumatology, CHU Sart-Tilman, University of Liège, Liège, Belgium
| | - Jolanta Lissowska
- Department of Cancer Epidemiology and Prevention, Cancer Center and M. Sklodowska-Curie Institute of Oncology, Warsaw, Poland
| | - Joanna Hauser
- Department of Psychiatry, University of Medical Sciences, Poznan, Poland
| | | | - Mario Maj
- Department of Mental and Physical Health and Preventive Medicine, University of Campania "luigi Vanvitelli", Naples, Italy
| | - Fragiskos Gonidakis
- Eating Disorders Unit, 1st Psychiatric Department, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Hana Papezova
- Eating Disorders Unit, Department of Psychiatry, First Faculty of Medicine, Charles University, Prague, Czech Republic
- General University Hospital, Prague, Czech Republic
| | - Zeynep Yilmaz
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Stefan Herms
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Institute of Human Genetics, School of Medicine, University of Bonn & University Hospital Bonn, Bonn, Germany
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Human Genomics Research Group, Department of Biomedicine, University of Basel, Basel, Switzerland
| | | | - Raquel Rabionet
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
- Institut de Biomedicina de la Universitat de Barcelona (IBUB), Barcelona, Spain
- Department of Genetics, Microbiology & Statistics, Faculty of Biology, University of Barcelona, Barcelona, Spain
- Centre for Genomic Regulation (CRG), Barcelona, Spain
| | - Danielle M Dick
- Departments of Psychology and Human & Molecular Genetics, College Behavioral and Emotional Health Institute, Virginia Commonwealth University, Richmond, Virginia
| | - Samuli Ripatti
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
- Department of Public Health, University of Helsinki, Helsinki, Finland
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Ole A Andreassen
- NORMENT, Div. of Mental Health and Addiction, University of Oslo, Oslo, Norway
- Oslo University Hospital, Oslo, Norway
| | - Thomas Espeseth
- NORMENT, Div. of Mental Health and Addiction, University of Oslo, Oslo, Norway
- Department of Psychology, University of Oslo, Norway
- K. G. Jebsen Centre for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
| | - Astri J Lundervold
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
- K. G. Jebsen Centre for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
| | - Vidar M Steen
- NORMENT, K.G. Jebsen Center for Psychosis Research, Department of Clinical Science, University of Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Dalila Pinto
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, and Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Mindich Child Health & Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stephen W Scherer
- McLaughlin Centre and Department of Molecular Genetics, University of Toronto, Toronto, Canada
- The Centre for Applied Genomics, Hospital for Sick Children, Toronto, Canada
| | | | - Alexandra Schosser
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria
- Zentren für Seelische Gesundheit, BBRZ-Med, Vienna, Austria
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Leonid Padyukov
- Rheumatology Unit, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Sweden
| | | | - James Mitchell
- School of Medicine, University of North Dakota, Grand Forks, ND, USA
- Neuropsychiatric Research Institute, Fargo, ND, USA
| | - Michael Strober
- Department of Psychiatry & Biobehavioral Sciences, Semel Institute for Neuroscience & Human Behavior, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Andrew W Bergen
- BioRealm, Walnut, California, USA
- Oregon Research Institute, Eugene, OR, USA
| | - Walter Kaye
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | | | - Bru Cormand
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
- Institut de Biomedicina de la Universitat de Barcelona (IBUB), Barcelona, Spain
- Department of Genetics, Microbiology & Statistics, Faculty of Biology, University of Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
| | - Josep Antoni Ramos-Quiroga
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Cristina Sánchez-Mora
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Marta Ribasés
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Miguel Casas
- Universitat Autònoma de Barcelona, Barcelona, Spain
- Programa Corporatiu "Neurodevelopment Disorders along Life Span", Institut Català de la Salut, Barcelona, Spain
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Clinica Galatea y PAIMM, Mental Health Program for Impaired Physicians, Barcelona, Spain
| | - Amaia Hervas
- Child and Adolescent Mental Health Unit, Hospital Universitario Mútua de Terrassa, Barcelona, Spain
| | | | - Jan Haavik
- K.G. Jebsen Centre for Neuropsychiatric Disorders, Department of Biomedicine, University of Bergen, Norway
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Tetyana Zayats
- K.G. Jebsen Centre for Neuropsychiatric Disorders, Department of Biomedicine, University of Bergen, Norway
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
| | - Stefan Johansson
- K.G. Jebsen Centre for Neuropsychiatric Disorders, Department of Clinical Science, University of Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Nigel Williams
- Cardiff University, Medical Research Council Center for Neuropsychiatric Genetics & Genomics, Institute of Psychology, Medicine & Clinical Neuroscience, Cardiff, UK
| | - Astrid Dempfle
- Institute of Medical Informatics and Statistics, Kiel University, Kiel, Germany
| | - Aribert Rothenberger
- Child and Adolescent Psychiatry/Psychotherapy, University Medical Center, Goettingen, Germany
| | - Jonna Kuntsi
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Robert D Oades
- Clinic for Child and Adolescent Psychiatry and Psychotherapy, University of Duisburg-Essen, Essen, Germany
| | - Tobias Banaschewski
- Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Barbara Franke
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Jan K Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Centre, Nijmegen, The Netherlands
- Karakter Child and Adolescent Psychiatry University Center, Nijmegen, The Netherlands
| | - Alejandro Arias Vasquez
- Department of Psychiatry & Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Alysa E Doyle
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Andreas Reif
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Klaus-Peter Lesch
- Laboratory of Psychiatric Neurobiology, Institute of Molecular Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
- Department of Translational Psychiatry, School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, The Netherlands
- Division of Molecular Psychiatry, Center of Mental Health, University of Wuerzburg, Wuerzburg, Germany
| | - Christine Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Olga Rivero
- Division of Molecular Psychiatry, Center of Mental Health, University of Wuerzburg, Wuerzburg, Germany
| | - Haukur Palmason
- Landspitali National University Hospital, Reykjavik, Iceland
| | - Marcel Romanos
- Center of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital of Wuerzburg, Wuerzburg, Germany
| | - Kate Langley
- School of Psychology, Cardiff University, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Marcella Rietschel
- Central Institute of Mental Health, Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Stephanie H Witt
- Central Institute of Mental Health, Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Soeren Dalsgaard
- National Centre for Register-based Research, Aarhus University, Aarhus, Denmark
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Hospital of Telemark, Kragerø, Norway
| | - Anders D Børglum
- Department of Biomedicine and Human Genetics, Aarhus University, Aarhus, Denmark
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Center for Integrative Sequencing (iSEQ), Aarhus University, Aarhus, Denmark
- Aarhus Genome Center, Aarhus, Denmark
| | - Irwin Waldman
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Beth Wilmot
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, USA
| | - Nikolas Molly
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, USA
| | - Claiton H D Bau
- Departamento de Genética, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- ADHD Outpatient Clinic, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Jennifer Crosbie
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, Canada
- University of Toronto, Toronto, Canada
| | - Russell Schachar
- Hospital for Sick Children, Toronto, Canada
- University of Toronto, Toronto, Canada
| | - Sandra K Loo
- Department of Psychiatry, University of California, Los Angeles, Los Angeles, CA, USA
| | - James J McGough
- Semel Institute for Neuroscience & Human Behavior, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Eugenio H Grevet
- ADHD Outpatient Clinic, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
- Department of Psychiatry, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Sarah E Medland
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Elise Robinson
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Lauren A Weiss
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA
- Institute for Human Genetics, University of California, San Francisco, San Francisco, CA, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Anthony Bailey
- Department of Psychiatry, University of British Columbia, Vancouver, Canada
- Institute of Mental Health, University of British Columbia, Vancouver, Canada
| | - Vanessa Bal
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA
- Institute for Human Genetics, University of California, San Francisco, San Francisco, CA, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Agatino Battaglia
- Stella Maris Clinical Research Institute for Child and Adolescent Neuropsychiatry, Pisa, Italy
| | - Catalina Betancur
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine, Institut de Biologie Paris Seine, Paris, France
| | - Patrick Bolton
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- NIHR Biomedical Research Centre in Mental Health Maudsley Hospital, London, UK
| | - Rita Cantor
- Department of Human Genetics, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | | | - Geraldine Dawson
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Silvia De Rubeis
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Frederico Duque
- Child Developmental Center, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- University Clinic of Pediatrics, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Andrew Green
- Dept of Clinical Genetics, Our Lady's Children's Hospital, Crumlin, Dublin, Ireland
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - Sabine M Klauck
- Division of Molecular Genome Analysis and Division of Cancer Genome Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marion Leboyer
- Inserm U955, Psychiatrie Translationnelle, Créteil, France
- Faculté de Médecine, Université Paris Est, Créteil, France
- Fondation FondaMental, Créteil, France
| | - Pat Levitt
- Children's Hospital Los Angeles, Los Angeles, CA, USA
- Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Shrikant Mane
- Yale Center for Genome Analysis, Yale University, New Haven, CT, USA
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Daniel Moreno- De-Luca
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | - Jeremy Parr
- Institute of Neuroscience, Newcastle University, Newcastle, UK
- Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle, UK
- Northumberland, Tyne & Wear NHS Foundation Trust, Northumberland, UK
| | - Regina Regan
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
- Genomics Medicine Ireland, Dublin, Ireland
| | | | - Sven Sandin
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Jacob Vorstman
- Department of Psychiatry, Hospital for Sick Children and University of Toronto, Toronto, Canada
- Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, Canada
| | - Thomas Wassink
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Ellen Wijsman
- Division of Medical Genetics, Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Edwin Cook
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Susan Santangelo
- Center for Psychiatric Research, Maine Medical Center Research Institute, Portland, ME, USA
- Department of Psychiatry, Tufts University School of Medicine, Boston, MA, USA
| | - Richard Delorme
- Child and Adolescent Psychiatry Department, Robert Debre Hospital, APHP, Paris, France
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
| | - Bernadette Rogé
- Centre d'Etudes et de Recherches en Psychopathologie et Psychologie de la Santé (CERPPS), Université Toulouse Jean Jaurès, Toulouse, France
- CERESA, Toulouse, France
- Institut Universitaire de France, Paris, France
| | - Tiago Magalhaes
- Genomics Medicine Ireland, Dublin, Ireland
- Academic Centre on Rare Diseases University College Dublin (ACoRD/UCD), Dublin, Ireland
| | - Dan Arking
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Thomas G Schulze
- Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
- Central Institute of Mental Health, Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
- Human Genetics Branch, National Institute of Mental Health, National Institutes of Health, US Department of Health and Human Services, Bethesda, MD, USA
| | - Robert C Thompson
- Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Jana Strohmaier
- Central Institute of Mental Health, Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- SRH University Heidelberg, Academy for Psychotherapy, Heidelberg, Germany
| | - Keith Matthews
- Division of Neuroscience, School of Medicine, University of Dundee, Dundee, UK
- Advanced Interventions Service, NHS Tayside, Dundee, UK
| | - Ingrid Melle
- NORMENT, K.G. Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Derek Morris
- Cognitive Genetics and Cognitive Therapy Group, Neuroimaging, Cognition and Genomics (NICOG) Centre, School of Psychology and Discipline of Biochemistry, National University of Ireland Galway, Galway, Ireland
| | | | - Andrew McIntosh
- Division of Psychiatry, University of Edinburgh, Edinburgh, UK
| | - Sarah E Bergen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Martin Schalling
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Stéphane Jamain
- Inserm U955, Psychiatrie Translationnelle, Créteil, France
- Faculté de Médecine, Université Paris Est, Créteil, France
- Fondation FondaMental, Créteil, France
| | - Anna Maaser
- Institute of Human Genetics, School of Medicine, University of Bonn & University Hospital Bonn, Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
| | - Sascha B Fischer
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Céline S Reinbold
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Janice M Fullerton
- Neuroscience Research Australia, Sydney, Australia
- School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - José Guzman-Parra
- Unidad de Salud Mental, Hospital Regional Universitario de Malaga, Malaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
| | - Fermin Mayoral
- Unidad de Salud Mental, Hospital Regional Universitario de Malaga, Malaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, Australia
- School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Sven Cichon
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany
| | - Thomas W Mühleisen
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | | | | | - Michael Bauer
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Philip B Mitchell
- School of Psychiatry, University of New South Wales, Sydney, Australia
- Black Dog Institute, Sydney, Australia
| | | | - John Rice
- Washington University, St. Louis, MO, USA
| | - James B Potash
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Peter P Zandi
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Nick Craddock
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - I Nicol Ferrier
- Institute of Neuroscience, Newcastle University, Newcastle, UK
| | - Martin Alda
- Department of Psychiatry, Dalhousie University, Halifax, Canada
- National Institute of Mental Health, Klecany, Czech Republic
| | - Guy A Rouleau
- Montreal Neurological Institute, McGill University, Montréal, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, Canada
| | - Gustavo Turecki
- Department of Psychiatry, McGill University, Montréal, Canada
| | - Roel Ophoff
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience & Human Behavior, University of California at Los Angeles, Los Angeles, CA, USA
- UMC Utrecht, Utrecht, The Netherlands
| | - Carlos Pato
- SUNY Downstate Medical Center, Brooklyn, NY, USA
| | | | - Eli Stahl
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Markus Leber
- Hospital for Psychiatry and Psychotherapy, Cologne, Germany
| | - Piotr M Czerski
- Laboratory of Psychiatric Genetics, Department of Psychiatry, Poznan University of Medical Sciences, Poznan, Poland
| | - Cristiana Cruceanu
- Douglas Mental Health University Institute, McGill University, Montreal, Canada
- Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich, Germany
| | - Ian R Jones
- National Centre for Mental Health, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Danielle Posthuma
- Department Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, VU University, Amsterdam, The Netherlands
- Department Clinical Genetics, VU University Medical Center, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Till F M Andlauer
- Max Planck Institute of Psychiatry, Munich, Germany
- Department of Neurology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Andreas J Forstner
- Institute of Human Genetics, School of Medicine, University of Bonn & University Hospital Bonn, Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Human Genomics Research Group, Department of Biomedicine, University of Basel, Basel, Switzerland
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Department of Psychiatry (UPK), University of Basel, Basel, Switzerland
| | - Fabian Streit
- Central Institute of Mental Health, Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Bernhard T Baune
- Discipline of Psychiatry, University of Adelaide, Adelaide, Australia
| | - Tracy Air
- Discipline of Psychiatry, University of Adelaide, Adelaide, Australia
| | - Grant Sinnamon
- Bela Menso Brain and Behaviour Centre, James Cook University, Varsity Lakes, Australia
- Bond University, Faculty of Society and Design, Robina, Australia
| | - Naomi R Wray
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
| | - Donald J MacIntyre
- Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - David Porteous
- Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, UK
| | - Georg Homuth
- Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany
| | - Margarita Rivera
- Department of Biochemistry and Molecular Biology II, Institute of Neurosciences, Center for Biomedical Research, University of Granada, Granada, Spain
- MRC Social, Genetic and Developmental Psychiatry Centre, King's College London, London, UK
| | - Jakob Grove
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Center for Integrative Sequencing (iSEQ), Aarhus University, Aarhus, Denmark
- Department of Biomedicine and Human Genetics, Aarhus University, Aarhus, Denmark
- Bioinformatics Research Centre, Aarhus University, Aarhus, Denmark
| | - Christel M Middeldorp
- Child Health Research Centre, University of Queensland, Brisbane, Australia
- Child and Youth Mental Health Service, Children's Health Queensland Health and Hospital Service, Brisbane, Australia
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Ian Hickie
- Brain and Mind Centre, University of Sydney, Sydney, Australia
| | | | - Divya Mehta
- School of Psychology and Counselling, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
- University of Queensland, Brisbane, Australia
| | - Johannes H Smit
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
- Amsterdam Public Health Research Institute, VU Medical Center, Amsterdam, the Netherlands
- Department of Research and Innovation, GGZ Ingeest, Specialized Mental Health Care, Amsterdam, the Netherlands
| | - Rick Jansen
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Eco de Geus
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Amsterdam Public Health Research Institute, VU Medical Center, Amsterdam, the Netherlands
| | - Erin Dunn
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Qingqin S Li
- Janssen Research & Development LLC, Titusville, NJ, USA
| | - Matthias Nauck
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- German Centre for Cardiovascular Research (DZHK e.V.), Partner Site Greifswald, Greifswald, Germany
| | - Robert A Schoevers
- Research School of Behavioural and Cognitive Neurosciences, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Aartjan Tf Beekman
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
- Department of Psychiatry GGZ INGEEST, Amsterdam, the Netherlands
| | - James A Knowles
- Department of Cell Biology, SUNY Downstate Medical Center, Brooklyn, NY, USA
| | - Alexander Viktorin
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Paul Arnold
- Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Canada
- Departments of Psychiatry and Medical Genetics, Cumming School of Medicine, University of Calgary, Calgary, Canada
- Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, Canada
| | - Cathy L Barr
- Krembil Research Institute, University Health Network, Toronto, Canada
- Hospital for Sick Children, Toronto, Canada
- University of Toronto, Toronto, Canada
| | - Gabriel Bedoya-Berrio
- Grupo de Genética Molecular, Instituto de Biología, Facultad de Ciencias Exactas y Naturales, Universidad de Antioquia, Medellín, Colombia
| | | | - Helena Brentani
- Department of Psychiatry, Sao Paulo Medical School, University of Sao Paulo, Sao Paulo, Brazil
| | | | - Beatriz Camarena
- Depto. Farmacogenética, Instituto Nacional de Psiquiatria Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Carolina Cappi
- Department of Psychiatry, Sao Paulo Medical School, University of Sao Paulo, Sao Paulo, Brazil
| | - Danielle Cath
- Department of Psychiatry, University of Groningen and University Medical Center, Groningen, the Netherlands
- Department of Specialized Trainings, GGZ Drenthe Mental Health Care Services, Assen, the Netherlands
| | | | | | | | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
- Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Amsterdam, the Netherlands
| | - Eske M Derks
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Andrea Dietrich
- University of Groningen, Groningen, the Netherlands
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | | | - Martijn Figee
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nelson Freimer
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience & Human Behavior, University of California at Los Angeles, Los Angeles, CA, USA
| | - Gloria Gerber
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Marco Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | | | - Gregory L Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Andreas Hartmann
- Centre National Maladie 'Syndrome Rare Gilles de la Tourette', Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique-Hôpitaux de Paris, Départment de Neurologie, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
| | - Matthew E Hirschtritt
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Pieter J Hoekstra
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Alden Huang
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA
- Semel Institute for Neuroscience & Human Behavior, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Chaim Huyser
- De Bascule, Amsterdam, The Netherlands
- Department of Child and Adolescent Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | | | | | - Samuel Kuperman
- Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | | | - Christine Lochner
- MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, University of Cape Town, Cape Town, South Africa
| | - Gholson J Lyon
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, University of California, Irvine, Irvine, CA, USA
| | - Marcos Madruga-Garrido
- Sección de Neuropediatría, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
| | - Irene A Malaty
- Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Athanasios Maras
- Yulius Academy, Yulius Mental Health Organization, Barendrecht, The Netherlands
| | - Lauren McGrath
- Department of Psychology, University of Denver, Denver, CO, USA
| | - Eurípedes C Miguel
- Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, Brazil
| | - Pablo Mir
- Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Humberto Nicolini
- National Institute of Genomic Medicine (INMEGEN), Ciudad de México, Mexico
- Clinical Research, Grupo Médico Carracci, Mexico City, Mexico
| | - Michael S Okun
- Departments of Neurology and Neurosurgery, University of Florida, Gainesville, FL, USA
- Fixel Center for Neurological Diseases, University of Florida, Gainesville, FL, USA
- McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Andrew Pakstis
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, USA
| | - John Piacentini
- Semel Institute for Neuroscience & Human Behavior, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | | | - Kerstin Plessen
- Division of Adolescent and Child Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Child and Adolescent Mental Health Centre, Mental Health Services Capital Region Copenhagen, University of Copenhagen, Copenhagen, Denmark
| | - Vasily Ramensky
- Moscow Institute of Physics and Technology, Dolgoprudny, Institusky 9, Moscow, Russia
| | - Eliana M Ramos
- Department of Psychiatry, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Victor Reus
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Margaret A Richter
- Frederick W. Thompson Anxiety Disorders Centre, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Mark A Riddle
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Mary M Robertson
- Division of Neuropsychiatry, University College London, London, UK
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technischen Universität Dresden, Dresden, Germany
| | - Maria Rosário
- Child and Adolescent Psychiatry Unit (UPIA), Department of Psychiatry, Federal University of São Paulo, Brazil
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Jack F Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Paul Sandor
- Department of Psychiatry, University of Toronto, Toronto, Canada
- University Health Network, University of Toronto, Toronto, Canada
- Youthdale Treatment Centers, Toronto, Canada
| | - Dan J Stein
- Groote Schuur Hospital, Cape Town, South Africa
- MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, University of Cape Town, Cape Town, South Africa
| | - Fotis Tsetsos
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | | | - Sarah Weatherall
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - Tomasz Wolanczyk
- Department of Child Psychiatry, Medical University of Warsaw, Warsaw, Poland
| | - Yulia Worbe
- Sorbonne Université, Faculty of Médecine, Paris, France
- Reference center for Gilles de la Tourette syndrome, Pitie-Salpetriere Hospital, Paris, France
- Department of Physiology, Saint Antoine Hospital, Paris, France
| | - Gwyneth Zai
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Fernando S Goes
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Nicole McLaughlin
- Butler Hospital, Providence, RI, USA
- Alpert Medical School of Brown University, Providence, RI, USA
| | - Paul S Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Hans-Jorgen Grabe
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
| | - Christel Depienne
- Institute of Human Genetics, University Hospital Essen, University Duisburg-Essen, Essen, Germany
- INSERM, U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06 UMR S 1127, Paris, France
- IGBMC, CNRS UMR 7104/INSERM U964/Université de Strasbourg, Illkirch, France
| | | | | | - Ana Valencia-Duarte
- Escuela de Ciencias de la Salud, Universidad Pontificia Bolivariana, Medellín, Colombia
- Laboratorio de Genética Molecular, SIU, Universidad de Antioquia, Medellín, Colombia
| | - Elvira Bramon
- Division of Psychiatry, Molecular Psychiatry Laboratory,University College London, London, UK
| | - Nancy Buccola
- School of Nursing, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Wiepke Cahn
- Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Murray Cairns
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, Australia
- Priority Research Centre for Brain and Mental Health Research, Hunter Medical Research Institute, Newcastle, Australia
- Schizophrenia Research Institute, Sydney, Australia
| | - Siow A Chong
- Institute of Mental Health, Singapore, Singapore
| | - David Cohen
- Assistance Publique - Hopitaux de Paris, GH Pitié-Salpêtrière, Paris, France
- Sorbonne Université, CNRS UMR 7222 Institut des Systèmes Intelligents et Robotiques, Paris, France
| | - Benedicto Crespo-Facorro
- Departments of Medicine and Psychiatry, School of Medicine University of Cantabria-IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - James Crowley
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michael Davidson
- Minerva Neurosciences Inc., Waltham, MA, USA
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Lynn DeLisi
- VA Boston Healthcare System, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Timothy Dinan
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Psychiatry, University College Cork, Cork, Ireland
| | - Gary Donohoe
- Neuroimaging, Cognition and Genomics (NICOG) Centre, School of Psychology, National University of Ireland Galway, Galway, Ireland
| | - Elodie Drapeau
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jubao Duan
- Center for Psychiatric Genetics, NorthShore University HealthSystem Research Institute, Evanston, IL, USA
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
| | - Lieuwe Haan
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
- Arkin, Amsterdam, the Netherlands
| | - David Hougaard
- Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark
| | | | - Andrey Khrunin
- Department of Molecular Bases of Human Genetics, Institute of Molecular Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Janis Klovins
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | | | - Jimmy Lee Chee Keong
- Institute of Mental Health, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Svetlana Limborska
- Department of Human Genetics, Institute of Molecular Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Carmel Loughland
- Hunter New England Local Health District, Newcastle, Australia
- University of Newcastle, Callaghan, Australia
| | - Jouko Lönnqvist
- National Institute for Health and Welfare, Helsinki, Finland
- Department of Psychiatry, University of Helsinki, Helsinki, Finland
| | - Brion Maher
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Manuel Mattheisen
- Department of Psychiatry, Psychosomatics and Psychotherapy, Center of Mental Health, University Hospital Wuerzburg, Wuerzburg, Germany
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- Department of Clinical Neuroscience, Centre for Psychiatry Research, Karolinska Institutet, Stockholm, Sweden
| | - Colm McDonald
- Centre for Neuroimaging and Cognitive Genomics (NICOG), National University of Ireland, Galway, Galway, Ireland
- NCBES Galway Neuroscience Centre, National University of Ireland, Galway, Galway, Ireland
| | - Kieran C Murphy
- Department of Psychiatry, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Igor Nenadic
- Philipps-Universität Marburg and Marburg University Hospital UKGM, Marburg, Germany
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany
| | - Jim van Os
- Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
- Maastricht University Medical Centre, Maastricht, the Netherlands
- Department of Psychosis Studies, Institute of Psychiatry, King's College London, London, UK
| | - Christos Pantelis
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, University of Melbourne & Melbourne Health, Victoria, Australia
- Centre for Neural Engineering, Department of Electrical and Electronic Engineering, University of Melbourne, Victoria, Australia
- Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, Australia
| | - Michele Pato
- SUNY Downstate Medical Center, Brooklyn, NY, USA
| | - Tracey Petryshen
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Digby Quested
- Oxford Health NHS Foundation Trust, Oxford, UK
- Department of Psychiatry, University of Oxford, Oxford, UK
| | - Panos Roussos
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alan R Sanders
- Department of Psychiatry and Behavioral Sciences, NorthShore University HealthSystem Research Institute, Evanston, IL, USA
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
| | | | - Sibylle G Schwab
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, Australia
| | - Kang Sim
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Institute of Mental Health, Singapore, Singapore
| | - Hon-Cheong So
- School of Biomedical Sciences, Chinese University of Hong Kong, Shatin, Hong Kong
- KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research of Common Diseases, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
- Chinese University of Hong Kong, Hong Kong
| | | | - Mythily Subramaniam
- Institute of Mental Health, Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Draga Toncheva
- Department of Medical Genetics, Medical University, Sofia, Bulgaria
| | - John Waddington
- Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - James Walters
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Institute of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Mark Weiser
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
- Sheba Medical Center, Ramat Gan, Israel
| | - Wei Cheng
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Robert Cloninger
- Departments of Psychiatry and Genetics, Washington University School of Medicine, St. Louis, MO, USA
| | - David Curtis
- UCL Genetics Institute, University College London, London, UK
- Centre for Psychiatry, Barts and the London School of Medicine and Dentistry, London, UK
| | - Pablo V Gejman
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
- Department of Psychiatry and Behavioral Sciences, NorthShore University HealthSystem Research Institute, Evanston, IL, USA
| | - Frans Henskens
- School of Medicine & Public Health, University of Newcastle, Callaghan, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, Newcastle, Australia
| | - Morten Mattingsdal
- NORMENT, K.G. Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Research Unit, Sørlandet Hospital, Kristiansand, Norway
| | - Sang-Yun Oh
- Department of Statistics and Applied Probability, University of California, Santa Barbara, CA, USA
- Computational Research Division, Lawrence Berkeley National Laboratory, University of California at Berkeley, Berkeley, CA, USA
| | - Rodney Scott
- University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, Newcastle, Australia
- NSW Health Pathology, Newcastle, Australia
| | - Bradley Webb
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Gerome Breen
- Institute of Psychiatry, Psychology & Neuroscience, Social Genetics & Developmental Psychiatry Center, MRC, Kings College London, London, UK
- NIHR Maudsley Biomedical Research Centre, South London & Maudsley NHS Trust & King's College London, London, UK
| | - Claire Churchhouse
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Cynthia M Bulik
- Departments of Psychiatry and Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Mark Daly
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Martin Dichgans
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Stephen V Faraone
- Departments of Psychiatry and of Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Rita Guerreiro
- UK Dementia Research Institute, University College London, London, UK
- Department of Molecular Neuroscience, Institute of Neurology, University College London, London, UK
| | - Peter Holmans
- Cardiff University, Medical Research Council Center for Neuropsychiatric Genetics & Genomics, Institute of Psychology, Medicine & Clinical Neuroscience, Cardiff, UK
| | - Kenneth S Kendler
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Bobby Koeleman
- Division Biomedical Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Carol A Mathews
- Department of Psychiatry and UF Genetics Institute, University of Florida, Gainesville, FL, USA
- McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Alkes Price
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Jeremiah Scharf
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Division of Cognitive and Behavioral Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Pamela Sklar
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Julie Williams
- Cardiff University, Medical Research Council Center for Neuropsychiatric Genetics & Genomics, Institute of Psychology, Medicine & Clinical Neuroscience, Cardiff, UK
- Dementia Research Institute, Cardiff University, Cardiff, UK
| | - Nicholas W Wood
- Department of Molecular Neuroscience, Institute of Neurology, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
| | - Chris Cotsapas
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Aarno Palotie
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Jordan W Smoller
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Patrick Sullivan
- Departments of Psychiatry and Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Genetics and Psychiatry, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Jonathan Rosand
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Aiden Corvin
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
- Neuropsychiatric Genetics Research Group, Department of Psychiatry, Trinity College Dublin, Dublin, Ireland
| | - Benjamin M Neale
- Analytic Translational Genetics Unit, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts, USA.
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | | | - Richard Anney
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Institute of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Josephine Elia
- Department of Pediatrics, Nemours A.I. duPont Hospital for Children, Wilmington, DE, USA
- Department of Psychiatry, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Maria Grigoroiu-Serbanescu
- Alexandru Obregia Clinical Psychiatric Hospital, Biometric Psychiatric Genetics Research Unit, Bucharest, Romania
| | - Howard J Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Robin Murray
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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Winawer MR, Griffin NG, Samanamud J, Baugh EH, Rathakrishnan D, Ramalingam S, Zagzag D, Schevon CA, Dugan P, Hegde M, Sheth SA, McKhann GM, Doyle WK, Grant GA, Porter BE, Mikati MA, Muh CR, Malone CD, Bergin AMR, Peters JM, McBrian DK, Pack AM, Akman CI, LaCoursiere CM, Keever KM, Madsen JR, Yang E, Lidov HG, Shain C, Allen AS, Canoll P, Crino PB, Poduri AH, Heinzen EL. Somatic SLC35A2 variants in the brain are associated with intractable neocortical epilepsy. Ann Neurol 2018; 83:1133-1146. [PMID: 29679388 PMCID: PMC6105543 DOI: 10.1002/ana.25243] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 04/01/2018] [Accepted: 04/18/2018] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Somatic variants are a recognized cause of epilepsy-associated focal malformations of cortical development (MCD). We hypothesized that somatic variants may underlie a wider range of focal epilepsy, including nonlesional focal epilepsy (NLFE). Through genetic analysis of brain tissue, we evaluated the role of somatic variation in focal epilepsy with and without MCD. METHODS We identified somatic variants through high-depth exome and ultra-high-depth candidate gene sequencing of DNA from epilepsy surgery specimens and leukocytes from 18 individuals with NLFE and 38 with focal MCD. RESULTS We observed somatic variants in 5 cases in SLC35A2, a gene associated with glycosylation defects and rare X-linked epileptic encephalopathies. Nonsynonymous variants in SLC35A2 were detected in resected brain, and absent from leukocytes, in 3 of 18 individuals (17%) with NLFE, 1 female and 2 males, with variant allele frequencies (VAFs) in brain-derived DNA of 2 to 14%. Pathologic evaluation revealed focal cortical dysplasia type Ia (FCD1a) in 2 of the 3 NLFE cases. In the MCD cohort, nonsynonymous variants in SCL35A2 were detected in the brains of 2 males with intractable epilepsy, developmental delay, and magnetic resonance imaging suggesting FCD, with VAFs of 19 to 53%; Evidence for FCD was not observed in either brain tissue specimen. INTERPRETATION We report somatic variants in SLC35A2 as an explanation for a substantial fraction of NLFE, a largely unexplained condition, as well as focal MCD, previously shown to result from somatic mutation but until now only in PI3K-AKT-mTOR pathway genes. Collectively, our findings suggest a larger role than previously recognized for glycosylation defects in the intractable epilepsies. Ann Neurol 2018.
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Affiliation(s)
- Melodie R. Winawer
- Gertrude H. Sergievsky Center, Columbia University, New York, NY 10032, USA
- Department of Neurology, Columbia University, New York, NY 10032, USA
| | - Nicole G. Griffin
- Institute for Genomic Medicine, Columbia University, New York, NY, 10032, USA
| | - Jorge Samanamud
- Department of Neurosurgery, Columbia University, New York Presbyterian Hospital, New York, NY, 10032, USA
| | - Evan H. Baugh
- Institute for Genomic Medicine, Columbia University, New York, NY, 10032, USA
| | | | | | - David Zagzag
- Department of Pathology, New York University Langone Medical Center, New York, NY, 10016, USA
- Department of Neurosurgery, New York University Langone Medical Center, New York, NY, 10016, USA
| | | | - Patricia Dugan
- Department of Neurology, New York University Langone Medical Center, New York, NY, 10016, USA
| | - Manu Hegde
- Department of Neurology, University of California, San Francisco, San Francisco, CA 94143 USA
| | - Sameer A. Sheth
- Department of Neurological Surgery, Columbia University, New York, NY, 10032, USA
| | - Guy M. McKhann
- Department of Neurological Surgery, Columbia University, New York, NY, 10032, USA
| | - Werner K. Doyle
- Department of Neurosurgery, New York University Langone Medical Center, New York, NY, 10016, USA
| | - Gerald A. Grant
- Department of Neurosurgery, Lucile Packard Children’s Hospital at Stanford, Stanford, CA, 94305, USA
| | - Brenda E. Porter
- Department of Neurology, Lucile Packard Children’s Hospital at Stanford, Stanford, CA 94305
| | - Mohamad A. Mikati
- Division of Pediatric Neurology, Duke University Medical Center, Durham, NC, 27710, USA
- Department of Neurobiology, Duke University, Durham, NC, 27708, USA
| | - Carrie R. Muh
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, 27708, USA
| | - Colin D. Malone
- Institute for Genomic Medicine, Columbia University, New York, NY, 10032, USA
| | - Ann Marie R. Bergin
- Department of Neurology, Harvard Medical School, Boston, MA, 02115, USA
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children’s Hospital, Boston, MA, 02115, USA
| | - Jurriaan M. Peters
- Department of Neurology, Harvard Medical School, Boston, MA, 02115, USA
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children’s Hospital, Boston, MA, 02115, USA
| | - Danielle K. McBrian
- Division of Pediatric Neurology, Columbia University, New York, NY, 10032, USA
| | - Alison M. Pack
- Department of Neurology, Columbia University, New York, NY 10032, USA
| | - Cigdem I. Akman
- Division of Pediatric Neurology, Columbia University, New York, NY, 10032, USA
| | | | - Katherine M. Keever
- Department of Neurology, Translational Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Joseph R. Madsen
- Department of Neurosurgery, Boston Children’s Hospital and Department of Neurosurgery, Harvard Medical School, Boston, MA, 02115, USA
| | - Edward Yang
- Department of Radiology, Boston Children’s Hospital and Department of Radiology, Harvard Medical School, Boston, MA, 02115, USA
| | - Hart G.W. Lidov
- Department of Pathology, Boston Children’s Hospital and Department of Pathology, Harvard Medical School, Boston, MA, 02115, USA
| | - Catherine Shain
- Epilepsy Genetics Program, Department of Neurology, Boston Children’s Hospital, Boston, MA, 02115, USA
| | - Andrew S. Allen
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, 27710, USA
| | - Peter Canoll
- Department of Pathology and Cell Biology, Columbia University, New York, NY, 10032, USA
| | - Peter B. Crino
- Department of Neurology, University of Maryland, School of Medicine, Baltimore, MD, 21201, USA
| | - Annapurna H. Poduri
- Department of Neurology, Harvard Medical School, Boston, MA, 02115, USA
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children’s Hospital, Boston, MA, 02115, USA
- Epilepsy Genetics Program, Department of Neurology, Boston Children’s Hospital, Boston, MA, 02115, USA
- F.M.Kirby Neurobiology Center, Boston Children’s Hospital, Boston, MA, 02115, USA
| | - Erin L. Heinzen
- Institute for Genomic Medicine, Columbia University, New York, NY, 10032, USA
- Department of Pathology and Cell Biology, Columbia University, New York, NY, 10032, USA
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Abstract
This is the second of a 2-part primer on the genetics of the epilepsies within the Genetic Literacy Series of the Genetics Commission of the International League Against Epilepsy. In Part 1, we covered types of genetic variation, inheritance patterns, and their relationship to disease. In Part 2, we apply these basic principles to the case of a young boy with epileptic encephalopathy and ask 3 important questions: (1) Is the gene in question an established genetic etiology for epilepsy? (2) Is the variant in this particular gene pathogenic by established variant interpretation criteria? (3) Is the variant considered causative in the clinical context? These questions are considered and then answered for the clinical case in question.
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Affiliation(s)
- Ingo Helbig
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA
| | - Heather C Mefford
- Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA
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Heinzen EL, O'Neill AC, Zhu X, Allen AS, Bahlo M, Chelly J, Chen MH, Dobyns WB, Freytag S, Guerrini R, Leventer RJ, Poduri A, Robertson SP, Walsh CA, Zhang M. De novo and inherited private variants in MAP1B in periventricular nodular heterotopia. PLoS Genet 2018; 14:e1007281. [PMID: 29738522 PMCID: PMC5965900 DOI: 10.1371/journal.pgen.1007281] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 05/23/2018] [Accepted: 02/27/2018] [Indexed: 11/19/2022] Open
Abstract
Periventricular nodular heterotopia (PVNH) is a malformation of cortical development commonly associated with epilepsy. We exome sequenced 202 individuals with sporadic PVNH to identify novel genetic risk loci. We first performed a trio-based analysis and identified 219 de novo variants. Although no novel genes were implicated in this initial analysis, PVNH cases were found overall to have a significant excess of nonsynonymous de novo variants in intolerant genes (p = 3.27x10-7), suggesting a role for rare new alleles in genes yet to be associated with the condition. Using a gene-level collapsing analysis comparing cases and controls, we identified a genome-wide significant signal driven by four ultra-rare loss-of-function heterozygous variants in MAP1B, including one de novo variant. In at least one instance, the MAP1B variant was inherited from a parent with previously undiagnosed PVNH. The PVNH was frontally predominant and associated with perisylvian polymicrogyria. These results implicate MAP1B in PVNH. More broadly, our findings suggest that detrimental mutations likely arising in immediately preceding generations with incomplete penetrance may also be responsible for some apparently sporadic diseases.
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Affiliation(s)
- Erin L. Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, United States of America
- * E-mail: Corresponding author on behalf of the Epi4K Consortium,
| | - Adam C. O'Neill
- Department of Women’s and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Xiaolin Zhu
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, United States of America
| | - Andrew S. Allen
- Center for Statistical Genetics and Genomics, Duke University Medical Center, Durham, North Carolina, United States of America
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America
| | - Melanie Bahlo
- Population Health and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, School of Mathematics and Statistics, University of Melbourne, Parkville, Victoria, Australia
| | - Jamel Chelly
- Pôle de Biologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- IGBMC, INSERM U964, CNRS UMR 7104, Université de Strasbourg, Illkirch, France
| | - Ming Hui Chen
- Department of Cardiology and Division of Genetics and Genomics, Boston Children’s Hospital, Boston, Massachusetts, United States of America
| | - William B. Dobyns
- Departments of Pediatrics and Neurology, University of Washington, Seattle, Washington, United States of America
- Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, Washington, United States of America
| | - Saskia Freytag
- Department of Medical Biology, University of Melbourne, Parkville, Victoria, Australia
| | - Renzo Guerrini
- Neuroscience Department, Children's Hospital Anna Meyer-University of Florence, Florence, Italy
| | - Richard J. Leventer
- Department of Neurology Royal Children’s Hospital, University of Melbourne, Parkville, Victoria, Australia
- Murdoch Children’s Research Institute, University of Melbourne, Parkville, Victoria, Australia
- Department of Pediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Annapurna Poduri
- Department of Neurology, Division of Epilepsy and Clinical Neurophysiology, Boston Children's Hospital, Boston, Massachusetts, United States of America
| | - Stephen P. Robertson
- Department of Women’s and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Christopher A. Walsh
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research and Howard Hughes Medical Institute, Boston Children’s Hospital, Boston, Massachusetts, United States of America
- Departments of Pediatrics and Neurology, Harvard Medical School, Boston, Massachusetts, United States of America
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Mengqi Zhang
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America
- Program in Computational Biology and Bioinformatics, Duke University, Durham, NC, United States of America
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Zhu X, Padmanabhan R, Copeland B, Bridgers J, Ren Z, Kamalakaran S, O'Driscoll-Collins A, Berkovic SF, Scheffer IE, Poduri A, Mei D, Guerrini R, Lowenstein DH, Allen AS, Heinzen EL, Goldstein DB. A case-control collapsing analysis identifies epilepsy genes implicated in trio sequencing studies focused on de novo mutations. PLoS Genet 2017; 13:e1007104. [PMID: 29186148 PMCID: PMC5724893 DOI: 10.1371/journal.pgen.1007104] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Revised: 12/11/2017] [Accepted: 11/07/2017] [Indexed: 12/22/2022] Open
Abstract
Trio exome sequencing has been successful in identifying genes with de novo mutations (DNMs) causing epileptic encephalopathy (EE) and other neurodevelopmental disorders. Here, we evaluate how well a case-control collapsing analysis recovers genes causing dominant forms of EE originally implicated by DNM analysis. We performed a genome-wide search for an enrichment of "qualifying variants" in protein-coding genes in 488 unrelated cases compared to 12,151 unrelated controls. These "qualifying variants" were selected to be extremely rare variants predicted to functionally impact the protein to enrich for likely pathogenic variants. Despite modest sample size, three known EE genes (KCNT1, SCN2A, and STXBP1) achieved genome-wide significance (p<2.68×10−6). In addition, six of the 10 most significantly associated genes are known EE genes, and the majority of the known EE genes (17 out of 25) originally implicated in trio sequencing are nominally significant (p<0.05), a proportion significantly higher than the expected (Fisher’s exact p = 2.33×10−17). Our results indicate that a case-control collapsing analysis can identify several of the EE genes originally implicated in trio sequencing studies, and clearly show that additional genes would be implicated with larger sample sizes. The case-control analysis not only makes discovery easier and more economical in early onset disorders, particularly when large cohorts are available, but also supports the use of this approach to identify genes in diseases that present later in life when parents are not readily available. Trio exome sequencing and de novo mutation (DNM) analysis has been the main approach to discovering genes responsible for severe sporadic disorders, including a range of neurodevelopmental disorders. This approach requires sequencing parents, identifying DNMs from trio sequence data, and comparing the observed rate of DNMs to the expected. In this study, we adopted a case-control design, performed a gene-based collapsing analysis, and rediscovered several of the epileptic encephalopathy (EE) genes originally implicated by DNM analysis of EE trios. Our collapsing analysis focused on ultra-rare, highly impactful variants (“qualifying variants”) by filtering against large-scale population datasets, and this approach revealed that most of the standing variation can be filtered out and DNMs are enriched in “qualifying variants”. Our study suggests that a case-control analysis approach can be used to identify disease genes with causal mutations that are predominantly de novo in place of trio-based analysis methods. This offers an efficient and cost effective alternative approach when large-scale trio sequencing is not possible.
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Affiliation(s)
- Xiaolin Zhu
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
| | - Raghavendra Padmanabhan
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
| | - Brett Copeland
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
| | - Joshua Bridgers
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
| | - Zhong Ren
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
| | - Sitharthan Kamalakaran
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
| | | | - Samuel F. Berkovic
- Epilepsy Research Centre, Department of Medicine, University of Melbourne at Austin Health, Heidelberg, Australia
| | - Ingrid E. Scheffer
- Epilepsy Research Centre, Department of Medicine, University of Melbourne at Austin Health, Heidelberg, Australia
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Heidelberg, Australia
- Departments of Paediatrics and Neurology, Royal Children's Hospital, University of Melbourne, Melbourne, Australia
| | - Annapurna Poduri
- Epilepsy Genetics Program and Department of Neurology, Harvard Medical School, Boston, MA, United States of America
| | - Davide Mei
- Pediatric Neurology Unit and Laboratories, Meyer Children’s Hospital, University of Florence, Florence, Italy
| | - Renzo Guerrini
- Pediatric Neurology Unit and Laboratories, Meyer Children’s Hospital, University of Florence, Florence, Italy
- IRCCS Stella Maris Foundation, Pisa, Italy
| | - Daniel H. Lowenstein
- Department of Neurology, University of California, San Francisco, San Francisco, California, United States of America
| | - Andrew S. Allen
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America
| | - Erin L. Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
| | - David B. Goldstein
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, United States of America
- Department of Medicine, Royal College of Surgeons in Ireland, St Stephen's Green, Dublin, Ireland
- * E-mail:
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39
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Myers CT, Stong N, Mountier EI, Helbig KL, Freytag S, Sullivan JE, Ben Zeev B, Nissenkorn A, Tzadok M, Heimer G, Shinde DN, Rezazadeh A, Regan BM, Oliver KL, Ernst ME, Lippa NC, Mulhern MS, Ren Z, Poduri A, Andrade DM, Bird LM, Bahlo M, Berkovic SF, Lowenstein DH, Scheffer IE, Sadleir LG, Goldstein DB, Mefford HC, Heinzen EL. De Novo Mutations in PPP3CA Cause Severe Neurodevelopmental Disease with Seizures. Am J Hum Genet 2017; 101:516-524. [PMID: 28942967 DOI: 10.1016/j.ajhg.2017.08.013] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 08/10/2017] [Indexed: 12/30/2022] Open
Abstract
Exome sequencing has readily enabled the discovery of the genetic mutations responsible for a wide range of diseases. This success has been particularly remarkable in the severe epilepsies and other neurodevelopmental diseases for which rare, often de novo, mutations play a significant role in disease risk. Despite significant progress, the high genetic heterogeneity of these disorders often requires large sample sizes to identify a critical mass of individuals with disease-causing mutations in a single gene. By pooling genetic findings across multiple studies, we have identified six individuals with severe developmental delay (6/6), refractory seizures (5/6), and similar dysmorphic features (3/6), each harboring a de novo mutation in PPP3CA. PPP3CA encodes the alpha isoform of a subunit of calcineurin. Calcineurin encodes a calcium- and calmodulin-dependent serine/threonine protein phosphatase that plays a role in a wide range of biological processes, including being a key regulator of synaptic vesicle recycling at nerve terminals. Five individuals with de novo PPP3CA mutations were identified among 4,760 trio probands with neurodevelopmental diseases; this is highly unlikely to occur by chance (p = 1.2 × 10-8) given the size and mutability of the gene. Additionally, a sixth individual with a de novo mutation in PPP3CA was connected to this study through GeneMatcher. Based on these findings, we securely implicate PPP3CA in early-onset refractory epilepsy and further support the emerging role for synaptic dysregulation in epilepsy.
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Affiliation(s)
- Candace T Myers
- Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, WA 98195, USA
| | - Nicholas Stong
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Emily I Mountier
- Department of Paediatrics and Child Health, University of Otago, Wellington 6242, New Zealand
| | | | - Saskia Freytag
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia; Department of Medical Biology, The University of Melbourne, Parkville, VIC 3050, Australia
| | - Joseph E Sullivan
- Department of Neurology & Pediatrics, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Bruria Ben Zeev
- Sheba Medical Center, Ramat Gan, Israel, Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Andreea Nissenkorn
- Sheba Medical Center, Ramat Gan, Israel, Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Michal Tzadok
- Sheba Medical Center, Ramat Gan, Israel, Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Gali Heimer
- Sheba Medical Center, Ramat Gan, Israel, Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | | | - Arezoo Rezazadeh
- Division of Neurology, Epilepsy Genetics Research Program, Toronto Western Hospital, Krembil Neuroscience Centre, University of Toronto, Toronto, ON M5T 2S8, Canada
| | - Brigid M Regan
- Division of Neurology, Epilepsy Genetics Research Program, Toronto Western Hospital, Krembil Neuroscience Centre, University of Toronto, Toronto, ON M5T 2S8, Canada
| | - Karen L Oliver
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia; Epilepsy Research Centre, Department of Medicine, Austin Health, The University of Melbourne, Heidelberg, VIC 3084, Australia
| | - Michelle E Ernst
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Natalie C Lippa
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Maureen S Mulhern
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Zhong Ren
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Annapurna Poduri
- Epilepsy Genetics Program, Department of Neurology, Boston Children's Hospital and Department of Neurology, Harvard Medical School, Boston, MA 02115, USA
| | - Danielle M Andrade
- Division of Neurology, Epilepsy Genetics Research Program, Toronto Western Hospital, Krembil Neuroscience Centre, University of Toronto, Toronto, ON M5T 2S8, Canada
| | - Lynne M Bird
- Department of Pediatrics, University of California, San Diego, San Diego, CA 92037, USA; Rady Children's Hospital, San Diego, CA 92037, USA
| | - Melanie Bahlo
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia; Department of Medical Biology, The University of Melbourne, Parkville, VIC 3050, Australia
| | - Samuel F Berkovic
- Epilepsy Research Centre, Department of Medicine, Austin Health, The University of Melbourne, Heidelberg, VIC 3084, Australia
| | - Daniel H Lowenstein
- Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Ingrid E Scheffer
- Epilepsy Research Centre, Department of Medicine, Austin Health, The University of Melbourne, Heidelberg, VIC 3084, Australia; Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC 3010, Australia; Department of Paediatrics, Royal Children's Hospital, The University of Melbourne, Parkville, VIC 3050, Australia
| | - Lynette G Sadleir
- Department of Paediatrics and Child Health, University of Otago, Wellington 6242, New Zealand
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Heather C Mefford
- Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, WA 98195, USA.
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA; Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032, USA.
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Griffin NG, Cronin KD, Walley NM, Hulette CM, Grant GA, Mikati MA, LaBreche HG, Rehder CW, Allen AS, Crino PB, Heinzen EL. Somatic uniparental disomy of Chromosome 16p in hemimegalencephaly. Cold Spring Harb Mol Case Stud 2017; 3:mcs.a001735. [PMID: 28864461 PMCID: PMC5593155 DOI: 10.1101/mcs.a001735] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2017] [Accepted: 04/24/2017] [Indexed: 02/05/2023] Open
Abstract
Hemimegalencephaly (HME) is a heterogeneous cortical malformation characterized by enlargement of one cerebral hemisphere. Somatic variants in mammalian target of rapamycin (mTOR) regulatory genes have been implicated in some HME cases; however, ∼70% have no identified genetic etiology. Here, we screened two HME patients to identify disease-causing somatic variants. DNA from leukocytes, buccal swabs, and surgically resected brain tissue from two HME patients were screened for somatic variants using genome-wide genotyping arrays or sequencing of the protein-coding regions of the genome. Functional studies were performed to evaluate the molecular consequences of candidate disease-causing variants. Both HME patients evaluated were found to have likely disease-causing variants in DNA extracted from brain tissue but not in buccal swab or leukocyte DNA, consistent with a somatic mutational mechanism. In the first case, a previously identified disease-causing somatic single nucleotide in MTOR was identified. In the second case, we detected an overrepresentation of the alleles inherited from the mother on Chromosome 16 in brain tissue DNA only, indicative of somatic uniparental disomy (UPD) of the p-arm of Chromosome 16. Using methylation analyses, an imprinted locus on 16p spanning ZNF597 was identified, which results in increased expression of ZNF597 mRNA and protein in the brain tissue of the second case. Enhanced mTOR signaling was observed in tissue specimens from both patients. We speculate that overexpression of maternally expressed ZNF597 led to aberrant hemispheric development in the patient with somatic UPD of Chromosome 16p possibly through modulation of mTOR signaling.
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Affiliation(s)
- Nicole G Griffin
- Institute for Genomic Medicine, Columbia University, New York, New York 10032, USA
| | - Kenneth D Cronin
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, North Carolina 27710, USA
| | - Nicole M Walley
- Division of Medical Genetics, Department of Pediatrics, Duke University School of Medicine, Durham, North Carolina 27710, USA
| | - Christine M Hulette
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina 27710, USA
| | - Gerald A Grant
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Mohamad A Mikati
- Division of Pediatric Neurology, Duke University Medical Center, Durham, North Carolina 27710, USA.,Department of Neurobiology, Duke University, Durham, North Carolina 27708, USA
| | | | | | - Andrew S Allen
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina 27710, USA
| | - Peter B Crino
- Department of Neurology, University of Maryland, School of Medicine, Baltimore, Maryland 21201, USA
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University, New York, New York 10032, USA.,Department of Pathology and Cell Biology, Columbia University, New York, New York 10032, USA
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41
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Gelfman S, Wang Q, McSweeney KM, Ren Z, La Carpia F, Halvorsen M, Schoch K, Ratzon F, Heinzen EL, Boland MJ, Petrovski S, Goldstein DB. Annotating pathogenic non-coding variants in genic regions. Nat Commun 2017; 8:236. [PMID: 28794409 PMCID: PMC5550444 DOI: 10.1038/s41467-017-00141-2] [Citation(s) in RCA: 94] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Accepted: 06/05/2017] [Indexed: 12/21/2022] Open
Abstract
Identifying the underlying causes of disease requires accurate interpretation of genetic variants. Current methods ineffectively capture pathogenic non-coding variants in genic regions, resulting in overlooking synonymous and intronic variants when searching for disease risk. Here we present the Transcript-inferred Pathogenicity (TraP) score, which uses sequence context alterations to reliably identify non-coding variation that causes disease. High TraP scores single out extremely rare variants with lower minor allele frequencies than missense variants. TraP accurately distinguishes known pathogenic and benign variants in synonymous (AUC = 0.88) and intronic (AUC = 0.83) public datasets, dismissing benign variants with exceptionally high specificity. TraP analysis of 843 exomes from epilepsy family trios identifies synonymous variants in known epilepsy genes, thus pinpointing risk factors of disease from non-coding sequence data. TraP outperforms leading methods in identifying non-coding variants that are pathogenic and is therefore a valuable tool for use in gene discovery and the interpretation of personal genomes. While non-coding synonymous and intronic variants are often not under strong selective constraint, they can be pathogenic through affecting splicing or transcription. Here, the authors develop a score that uses sequence context alterations to predict pathogenicity of synonymous and non-coding genetic variants, and provide a web server of pre-computed scores.
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Affiliation(s)
- Sahar Gelfman
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA. .,Department of Genetics and Development, Columbia University Medical Center, New York, New York, 10032, USA.
| | - Quanli Wang
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Genetics and Development, Columbia University Medical Center, New York, New York, 10032, USA
| | - K Melodi McSweeney
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Genetics and Development, Columbia University Medical Center, New York, New York, 10032, USA
| | - Zhong Ren
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Genetics and Development, Columbia University Medical Center, New York, New York, 10032, USA
| | - Francesca La Carpia
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York, 10032, USA
| | - Matt Halvorsen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Genetics and Development, Columbia University Medical Center, New York, New York, 10032, USA
| | - Kelly Schoch
- Department of Pediatrics, Duke University Health System, Durham, North Carolina, 27705, USA
| | - Fanni Ratzon
- Department of Pathology, Lenox Hill Hospital, New York, New York, 10075, USA
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York, 10032, USA
| | - Michael J Boland
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Neurology, Columbia University, New York, New York, 10032, USA
| | - Slavé Petrovski
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Medicine, Austin Health and Royal Melbourne Hospital, University of Melbourne, Melbourne, Victoria, 3050, Australia
| | - David B Goldstein
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York, 10032, USA.,Department of Genetics and Development, Columbia University Medical Center, New York, New York, 10032, USA
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Depondt C, Heinzen EL, Goldstein DB. Reply. Ann Neurol 2016; 81:161-162. [PMID: 27977874 DOI: 10.1002/ana.24837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 11/29/2016] [Accepted: 11/30/2016] [Indexed: 11/09/2022]
Affiliation(s)
- Chantal Depondt
- Department of Neurology, Erasmus Hospital, Free University of Brussels, Brussels, Belgium
| | - Erin L Heinzen
- Department of Pathology and Cell Biology, Columbia University, New York, NY
| | - David B Goldstein
- Department of Genetics, Institute for Genomic Medicine, Columbia University Medical Center, New York, NY
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Abstract
This is the first of a two-part primer on the genetics of the epilepsies within the Genetic Literacy Series of the Genetics Commission of the International League Against Epilepsy. In Part 1, we cover the foundations of epilepsy genetics including genetic epidemiology and the range of genetic variants that can affect the risk for developing epilepsy. We discuss various epidemiologic study designs that have been applied to the genetics of the epilepsies including population studies, which provide compelling evidence for a strong genetic contribution in many epilepsies. We discuss genetic risk factors varying in size, frequency, inheritance pattern, effect size, and phenotypic specificity, and provide examples of how genetic risk factors within the various categories increase the risk for epilepsy. We end by highlighting trends in epilepsy genetics including the increasing use of massive parallel sequencing technologies.
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Affiliation(s)
- Ingo Helbig
- Division of Neurology, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, U.S.A.,Department of Neuropediatrics, University Medical Center Schleswig-Holstein, Christian-Albrechts-University, Kiel, Germany
| | - Erin L Heinzen
- Institute for Genomic Medicine and Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York, U.S.A
| | - Heather C Mefford
- Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, Washington, U.S.A
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Griffin NG, Wang Y, Hulette CM, Halvorsen M, Cronin KD, Walley NM, Haglund MM, Radtke RA, Skene JHP, Sinha SR, Heinzen EL. Differential gene expression in dentate granule cells in mesial temporal lobe epilepsy with and without hippocampal sclerosis. Epilepsia 2016; 57:376-85. [PMID: 26799155 DOI: 10.1111/epi.13305] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/02/2015] [Indexed: 02/01/2023]
Abstract
OBJECTIVE Hippocampal sclerosis is the most common neuropathologic finding in cases of medically intractable mesial temporal lobe epilepsy. In this study, we analyzed the gene expression profiles of dentate granule cells of patients with mesial temporal lobe epilepsy with and without hippocampal sclerosis to show that next-generation sequencing methods can produce interpretable genomic data from RNA collected from small homogenous cell populations, and to shed light on the transcriptional changes associated with hippocampal sclerosis. METHODS RNA was extracted, and complementary DNA (cDNA) was prepared and amplified from dentate granule cells that had been harvested by laser capture microdissection from surgically resected hippocampi from patients with mesial temporal lobe epilepsy with and without hippocampal sclerosis. Sequencing libraries were sequenced, and the resulting sequencing reads were aligned to the reference genome. Differential expression analysis was used to ascertain expression differences between patients with and without hippocampal sclerosis. RESULTS Greater than 90% of the RNA-Seq reads aligned to the reference. There was high concordance between transcriptional profiles obtained for duplicate samples. Principal component analysis revealed that the presence or absence of hippocampal sclerosis was the main determinant of the variance within the data. Among the genes up-regulated in the hippocampal sclerosis samples, there was significant enrichment for genes involved in oxidative phosphorylation. SIGNIFICANCE By analyzing the gene expression profiles of dentate granule cells from surgically resected hippocampal specimens from patients with mesial temporal lobe epilepsy with and without hippocampal sclerosis, we have demonstrated the utility of next-generation sequencing methods for producing biologically relevant results from small populations of homogeneous cells, and have provided insight on the transcriptional changes associated with this pathology.
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Affiliation(s)
- Nicole G Griffin
- Institute for Genomic Medicine, Columbia University, New York, New York, U.S.A
| | - Yu Wang
- Department of Neurobiology, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - Christine M Hulette
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - Matt Halvorsen
- Institute for Genomic Medicine, Columbia University, New York, New York, U.S.A
| | - Kenneth D Cronin
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - Nicole M Walley
- Division of Medical Genetics, Department of Pediatrics, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - Michael M Haglund
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - Rodney A Radtke
- Department of Neurology, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - J H Pate Skene
- Department of Neurobiology, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - Saurabh R Sinha
- Department of Neurology, Duke University School of Medicine, Durham, North Carolina, U.S.A
| | - Erin L Heinzen
- Institute for Genomic Medicine, Columbia University, New York, New York, U.S.A.,Department of Pathology and Cell Biology, Columbia University, New York, New York, U.S.A
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Panagiotakaki E, De Grandis E, Stagnaro M, Heinzen EL, Fons C, Sisodiya S, de Vries B, Goubau C, Weckhuysen S, Kemlink D, Scheffer I, Lesca G, Rabilloud M, Klich A, Ramirez-Camacho A, Ulate-Campos A, Campistol J, Giannotta M, Moutard ML, Doummar D, Hubsch-Bonneaud C, Jaffer F, Cross H, Gurrieri F, Tiziano D, Nevsimalova S, Nicole S, Neville B, van den Maagdenberg AMJM, Mikati M, Goldstein DB, Vavassori R, Arzimanoglou A. Clinical profile of patients with ATP1A3 mutations in Alternating Hemiplegia of Childhood-a study of 155 patients. Orphanet J Rare Dis 2015; 10:123. [PMID: 26410222 PMCID: PMC4583741 DOI: 10.1186/s13023-015-0335-5] [Citation(s) in RCA: 104] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 09/01/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Mutations in the gene ATP1A3 have recently been identified to be prevalent in patients with alternating hemiplegia of childhood (AHC2). Based on a large series of patients with AHC, we set out to identify the spectrum of different mutations within the ATP1A3 gene and further establish any correlation with phenotype. METHODS Clinical data from an international cohort of 155 AHC patients (84 females, 71 males; between 3 months and 52 years) were gathered using a specifically formulated questionnaire and analysed relative to the mutational ATP1A3 gene data for each patient. RESULTS In total, 34 different ATP1A3 mutations were detected in 85 % (132/155) patients, seven of which were novel. In general, mutations were found to cluster into five different regions. The most frequent mutations included: p.Asp801Asn (43 %; 57/132), p.Glu815Lys (16 %; 22/132), and p.Gly947Arg (11 %; 15/132). Of these, p.Glu815Lys was associated with a severe phenotype, with more severe intellectual and motor disability. p.Asp801Asn appeared to confer a milder phenotypic expression, and p.Gly947Arg appeared to correlate with the most favourable prognosis, compared to the other two frequent mutations. Overall, the comparison of the clinical profiles suggested a gradient of severity between the three major mutations with differences in intellectual (p = 0.029) and motor (p = 0.039) disabilities being statistically significant. For patients with epilepsy, age at onset of seizures was earlier for patients with either p.Glu815Lys or p.Gly947Arg mutation, compared to those with p.Asp801Asn mutation (p < 0.001). With regards to the five mutation clusters, some clusters appeared to correlate with certain clinical phenotypes. No statistically significant clinical correlations were found between patients with and without ATP1A3 mutations. CONCLUSIONS Our results, demonstrate a highly variable clinical phenotype in patients with AHC2 that correlates with certain mutations and possibly clusters within the ATP1A3 gene. Our description of the clinical profile of patients with the most frequent mutations and the clinical picture of those with less common mutations confirms the results from previous studies, and further expands the spectrum of genotype-phenotype correlations. Our results may be useful to confirm diagnosis and may influence decisions to ensure appropriate early medical intervention in patients with AHC. They provide a stronger basis for the constitution of more homogeneous groups to be included in clinical trials.
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Affiliation(s)
- Eleni Panagiotakaki
- Epilepsy, Sleep and Pediatric Neurophysiology Department (ESEFNP), University Hospitals of Lyon (HCL), Lyon, France.
| | - Elisa De Grandis
- Department of Child Neuropsychiatry, G. Gaslini Hospital, University of Genoa, Genoa, Italy
| | - Michela Stagnaro
- Department of Child Neuropsychiatry, G. Gaslini Hospital, University of Genoa, Genoa, Italy
| | - Erin L Heinzen
- Center for Human Genome Variation, Duke University School of Medicine, Durham, NC, USA.,Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Carmen Fons
- Department of Child Neurology, Sant Joan de Déu Hospital, Barcelona, Spain
| | - Sanjay Sisodiya
- Department of Clinical and Experimental Epilepsy, University College London Institute of Neurology, London, UK
| | - Boukje de Vries
- Department of Human Genetics, Leiden University Medical Centre, Leiden, The Netherlands
| | - Christophe Goubau
- Department of Child Neurology, University Hospitals Leuven, Leuven, Belgium
| | - Sarah Weckhuysen
- Department of Molecular Genetics, Neurogenetics Group, VIB, Antwerp, Belgium
| | - David Kemlink
- Department of Neurology, Charles University, First Faculty of Medicine and Teaching Hospital, Prague, Czech Republic
| | - Ingrid Scheffer
- Department of Medicine, University of Melbourne, Austin Health, Melbourne, Australia.,Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Melbourne, Australia
| | - Gaëtan Lesca
- Department of Genetics, University Hospitals of Lyon (HCL) and Claude Bernard Lyon I University, Lyon, France.,Lyon Neuroscience Research Center (CRNL), CNRS UMR 5292, INSERM U1028, Lyon, France
| | - Muriel Rabilloud
- Biostatistics Department, University Hospitals of Lyon and UMR 5558, Lyon, France
| | - Amna Klich
- Biostatistics Department, University Hospitals of Lyon and UMR 5558, Lyon, France
| | - Alia Ramirez-Camacho
- Epilepsy, Sleep and Pediatric Neurophysiology Department (ESEFNP), University Hospitals of Lyon (HCL), Lyon, France.,Department of Child Neurology, Sant Joan de Déu Hospital, Barcelona, Spain
| | | | - Jaume Campistol
- Department of Child Neurology, Sant Joan de Déu Hospital, Barcelona, Spain
| | | | - Marie-Laure Moutard
- Department of Child Neurology, Armand Trousseau Hospital, APHP, Paris, France
| | - Diane Doummar
- Department of Child Neurology, Armand Trousseau Hospital, APHP, Paris, France
| | | | - Fatima Jaffer
- Department of Clinical and Experimental Epilepsy, University College London Institute of Neurology, London, UK
| | - Helen Cross
- Institute of Child Health, University College London, London, UK
| | - Fiorella Gurrieri
- Institute of Medical Genetics, University Cattolica del Sacro Cuore, Policlinics A. Gemelli, Rome, Italy
| | - Danilo Tiziano
- Institute of Medical Genetics, University Cattolica del Sacro Cuore, Policlinics A. Gemelli, Rome, Italy
| | - Sona Nevsimalova
- Department of Neurology, Charles University, First Faculty of Medicine and Teaching Hospital, Prague, Czech Republic
| | - Sophie Nicole
- Institut National de la Santé et de la Recherche Médicale, U975, Centre de Recherche de l'Institut du Cerveau et de la Moelle, Paris, France.,Centre National de la Recherche Scientifique, UMR7225, Paris, France
| | - Brian Neville
- Institute of Child Health, University College London, London, UK
| | - Arn M J M van den Maagdenberg
- Department of Human Genetics, Leiden University Medical Centre, Leiden, The Netherlands.,Department of Neurology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Mohamad Mikati
- Division of Pediatric Neurology and Department of Neurobiology, Duke University, School of Medicine, Durham, NC, USA
| | - David B Goldstein
- Center for Human Genome Variation, Duke University School of Medicine, Durham, NC, USA.,Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Rosaria Vavassori
- Associazione Italiana per la Sindrome di Emiplegia Alternante (A.I.S.EA Onlus), Lecco, Italy
| | - Alexis Arzimanoglou
- Epilepsy, Sleep and Pediatric Neurophysiology Department (ESEFNP), University Hospitals of Lyon (HCL), Lyon, France.,DYCOG team, Lyon Neuroscience Research Centre (CRNL), INSERM U1028; CNRS UMR 5292, Lyon, France
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Affiliation(s)
- Erin L. Heinzen
- Institute for Genomic Medicine,
- Department of Pathology and Cell Biology,
| | - Benjamin M. Neale
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114
- Stanley Center for Psychiatric Research and Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02142
| | - Stephen F. Traynelis
- Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Andrew S. Allen
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina 27710
| | - David B. Goldstein
- Institute for Genomic Medicine,
- Department of Genetics and Development, Columbia University, New York, NY 10032; ,
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Dhindsa RS, Bradrick SS, Yao X, Heinzen EL, Petrovski S, Krueger BJ, Johnson MR, Frankel WN, Petrou S, Boumil RM, Goldstein DB. Epileptic encephalopathy-causing mutations in DNM1 impair synaptic vesicle endocytosis. Neurol Genet 2015; 1:e4. [PMID: 27066543 PMCID: PMC4821085 DOI: 10.1212/01.nxg.0000464295.65736.da] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2015] [Accepted: 03/20/2015] [Indexed: 01/31/2023]
Abstract
Objective: To elucidate the functional consequences of epileptic encephalopathy–causing de novo mutations in DNM1 (A177P, K206N, G359A), which encodes a large mechanochemical GTPase essential for neuronal synaptic vesicle endocytosis. Methods: HeLa and COS-7 cells transfected with wild-type and mutant DNM1 constructs were used for transferrin assays, high-content imaging, colocalization studies, Western blotting, and electron microscopy (EM). EM was also conducted on the brain sections of mice harboring a middle-domain Dnm1 mutation (Dnm1Ftfl). Results: We demonstrate that the expression of each mutant protein decreased endocytosis activity in a dominant-negative manner. One of the G-domain mutations, K206N, decreased protein levels. The G359A mutation, which occurs in the middle domain, disrupted higher-order DNM1 oligomerization. EM of mutant DNM1-transfected HeLa cells and of the Dnm1Ftfl mouse brain revealed vesicle defects, indicating that the mutations likely interfere with DNM1's vesicle scission activity. Conclusion: Together, these data suggest that the dysfunction of vesicle scission during synaptic vesicle endocytosis can lead to serious early-onset epilepsies.
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Affiliation(s)
- Ryan S Dhindsa
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Shelton S Bradrick
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Xiaodi Yao
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Erin L Heinzen
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Slave Petrovski
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Brian J Krueger
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Michael R Johnson
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Wayne N Frankel
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Steven Petrou
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - Rebecca M Boumil
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
| | - David B Goldstein
- Department of Molecular Genetics and Microbiology (S.S.B.), Duke University School of Medicine (R.S.D., S.S.B., X.Y.), Durham, NC; Institute for Genomic Medicine (E.L.H., S.P., B.J.K., D.B.G.), Columbia University, New York, NY; Department of Medicine (S. Petrovski), The University of Melbourne, Austin Health and Royal Melbourne Hospital, Melbourne, Australia; Centre for Clinical Translation (M.R.J.), Division of Brain Sciences, Imperial College London, Charing Cross Hospital Campus, London, United Kingdom; The Jackson Laboratory (W.N.F., R.M.B.), Bar Harbor, ME; and Division of Epilepsy (S. Petrou), The Florey Institute of Neuroscience, Victoria, Australia
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Heinzen EL, Arzimanoglou A, Brashear A, Clapcote SJ, Gurrieri F, Goldstein DB, Jóhannesson SH, Mikati MA, Neville B, Nicole S, Ozelius LJ, Poulsen H, Schyns T, Sweadner KJ, van den Maagdenberg A, Vilsen B. Distinct neurological disorders with ATP1A3 mutations. Lancet Neurol 2014; 13:503-14. [PMID: 24739246 DOI: 10.1016/s1474-4422(14)70011-0] [Citation(s) in RCA: 179] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Genetic research has shown that mutations that modify the protein-coding sequence of ATP1A3, the gene encoding the α3 subunit of Na(+)/K(+)-ATPase, cause both rapid-onset dystonia parkinsonism and alternating hemiplegia of childhood. These discoveries link two clinically distinct neurological diseases to the same gene, however, ATP1A3 mutations are, with one exception, disease-specific. Although the exact mechanism of how these mutations lead to disease is still unknown, much knowledge has been gained about functional consequences of ATP1A3 mutations using a range of in-vitro and animal model systems, and the role of Na(+)/K(+)-ATPases in the brain. Researchers and clinicians are attempting to further characterise neurological manifestations associated with mutations in ATP1A3, and to build on the existing molecular knowledge to understand how specific mutations can lead to different diseases.
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Affiliation(s)
- Erin L Heinzen
- Center for Human Genome Variation, Duke University, School of Medicine, Durham, NC, USA; Department of Medicine, Section of Medical Genetics, Duke University, School of Medicine, Durham, NC, USA.
| | - Alexis Arzimanoglou
- Epilepsy, Sleep and Pediatric Neurophysiology Department, HFME, University Hospitals of Lyon, France; Centre de Recherche en Neurosciences de Lyon, Centre National de la Recherche Scientifique, UMR 5292, INSERM U1028, Lyon, France
| | - Allison Brashear
- Department of Neurology, Wake Forest School of Medicine, Winston Salem, NC, USA
| | | | - Fiorella Gurrieri
- Istituto di Genetica Medica, Università Cattolica S Cuore, Rome, Italy
| | - David B Goldstein
- Center for Human Genome Variation, Duke University, School of Medicine, Durham, NC, USA; Department of Molecular Genetics and Microbiology, Duke University, School of Medicine, Durham, NC, USA
| | | | - Mohamad A Mikati
- Division of Pediatric Neurology, Duke University, School of Medicine, Durham, NC, USA; Department of Neurobiology, Duke University, School of Medicine, Durham, NC, USA
| | - Brian Neville
- Institute of Child Health, University College London, London, UK
| | - Sophie Nicole
- Institut National de la Santé et de la Recherche Médicale, U975, Centre de Recherche de l'Institut du Cerveau et de la Moelle, Paris, France; Centre National de la Recherche Scientifique, UMR7225, Paris, France; Université Pierre et Marie Curie Paris VI, UMRS975, Paris, France
| | - Laurie J Ozelius
- Department of Genetics and Genomic Sciences and Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Hanne Poulsen
- Danish Research Institute for Translational Neuroscience, Nordic-EMBL Partnership of Molecular Medicine, Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark; Centre for Membrane Pumps in Cells and Disease-PUMPKIN, Danish National Research Foundation, Aarhus, Denmark
| | - Tsveta Schyns
- European Network for Research on Alternating Hemiplegia (ENRAH), Brussels, Belgium
| | | | - Arn van den Maagdenberg
- Department of Human Genetics and Department of Neurology, Leiden University Medical Centre, Leiden, Netherlands
| | - Bente Vilsen
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
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Poduri A, Heinzen EL, Chitsazzadeh V, Lasorsa FM, Elhosary PC, LaCoursiere CM, Martin E, Yuskaitis CJ, Hill RS, Atabay KD, Barry B, Partlow JN, Bashiri FA, Zeidan RM, Elmalik SA, Kabiraj MMU, Kothare S, Stödberg T, McTague A, Kurian MA, Scheffer IE, Barkovich AJ, Palmieri F, Salih MA, Walsh CA. SLC25A22 is a novel gene for migrating partial seizures in infancy. Ann Neurol 2014; 74:873-82. [PMID: 24596948 DOI: 10.1002/ana.23998] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
OBJECTIVE To identify a genetic cause for migrating partial seizures in infancy (MPSI). METHODS We characterized a consanguineous pedigree with MPSI and obtained DNA from affected and unaffected family members. We analyzed single nucleotide polymorphism 500K data to identify regions with evidence of linkage. We performed whole exome sequencing and analyzed homozygous variants in regions of linkage to identify a candidate gene and performed functional studies of the candidate gene SLC25A22. RESULTS In a consanguineous pedigree with 2 individuals with MPSI, we identified 2 regions of linkage, chromosome 4p16.1-p16.3 and chromosome 11p15.4-pter. Using whole exome sequencing, we identified 8 novel homozygous variants in genes in these regions. Only 1 variant, SLC25A22 c.G328C, results in a change of a highly conserved amino acid (p.G110R) and was not present in control samples. SLC25A22 encodes a glutamate transporter with strong expression in the developing brain. We show that the specific G110R mutation, located in a transmembrane domain of the protein, disrupts mitochondrial glutamate transport. INTERPRETATION We have shown that MPSI can be inherited and have identified a novel homozygous mutation in SLC25A22 in the affected individuals. Our data strongly suggest that SLC25A22 is responsible for MPSI, a severe condition with few known etiologies. We have demonstrated that a combination of linkage analysis and whole exome sequencing can be used for disease gene discovery. Finally, as SLC25A22 had been implicated in the distinct syndrome of neonatal epilepsy with suppression bursts on electroencephalogram, we have expanded the phenotypic spectrum associated with SLC25A22.
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50
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Sánchez Fernández I, Abend NS, Agadi S, An S, Arya R, Carpenter JL, Chapman KE, Gaillard WD, Glauser TA, Goldstein DB, Goldstein JL, Goodkin HP, Hahn CD, Heinzen EL, Mikati MA, Peariso K, Pestian JP, Ream M, Riviello JJ, Tasker RC, Williams K, Loddenkemper T. Gaps and opportunities in refractory status epilepticus research in children: a multi-center approach by the Pediatric Status Epilepticus Research Group (pSERG). Seizure 2013; 23:87-97. [PMID: 24183923 PMCID: PMC6387832 DOI: 10.1016/j.seizure.2013.10.004] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 10/07/2013] [Accepted: 10/09/2013] [Indexed: 11/29/2022] Open
Abstract
PURPOSE Status epilepticus (SE) is a life-threatening condition that can be refractory to initial treatment. Randomized controlled studies to guide treatment choices, especially beyond first-line drugs, are not available. This report summarizes the evidence that guides the management of refractory convulsive SE (RCSE) in children, defines gaps in our clinical knowledge and describes the development and works of the 'pediatric Status Epilepticus Research Group' (pSERG). METHODS A literature review was performed to evaluate current gaps in the pediatric SE and RCSE literature. In person and online meetings helped to develop and expand the pSERG network. RESULTS The care of pediatric RCSE is largely based on extrapolations of limited evidence derived from adult literature and supplemented with case reports and case series in children. No comparative effectiveness trials have been performed in the pediatric population. Gaps in knowledge include risk factors for SE, biomarkers of SE and RCSE, second- and third-line treatment options, and long-term outcome. CONCLUSION The care of children with RCSE is based on limited evidence. In order to address these knowledge gaps, the multicenter pSERG was established to facilitate prospective collection, analysis, and sharing of de-identified data and biological specimens from children with RCSE. These data will allow identification of treatment strategies associated with better outcomes and delineate evidence-based interventions to improve the care of children with SE.
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Affiliation(s)
- Iván Sánchez Fernández
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States; Department of Child Neurology, Hospital Sant Joan de Déu, University of Barcelona, Spain
| | - Nicholas S Abend
- Division of Neurology, The Children's Hospital of Philadelphia, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Satish Agadi
- Section of Neurology and Developmental Neuroscience, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Sookee An
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States
| | - Ravindra Arya
- Comprehensive Epilepsy Center, Division of Neurology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH, United States
| | - Jessica L Carpenter
- Department of Epilepsy, Neurophysiology, and Critical Care Neurology, The Children's National Medical Center, George Washington University School of Medicine and Health Sciences, Washington, DC, United States
| | - Kevin E Chapman
- Department of Pediatrics and Neurology, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, CO, United States
| | - William D Gaillard
- Department of Epilepsy, Neurophysiology, and Critical Care Neurology, The Children's National Medical Center, George Washington University School of Medicine and Health Sciences, Washington, DC, United States
| | - Tracy A Glauser
- Comprehensive Epilepsy Center, Division of Neurology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH, United States
| | - David B Goldstein
- Center for Human Genome Variation, Duke University Medical Center, Duke University, Durham, NC, United States
| | - Joshua L Goldstein
- Division of Neurology, Department of Pediatrics, Ann & Robert Lurie's Children's Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Howard P Goodkin
- Department of Neurology and Department of Pediatrics, The University of Virginia Health System, Charlottesville, VA, United States
| | - Cecil D Hahn
- Division of Neurology, Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Erin L Heinzen
- Center for Human Genome Variation, Duke University Medical Center, Duke University, Durham, NC, United States
| | - Mohamad A Mikati
- Division of Pediatric Neurology, Duke University Medical Center, Duke University, Durham, NC, United States
| | - Katrina Peariso
- Comprehensive Epilepsy Center, Division of Neurology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH, United States
| | - John P Pestian
- Comprehensive Epilepsy Center, Division of Neurology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH, United States
| | - Margie Ream
- Division of Pediatric Neurology, Duke University Medical Center, Duke University, Durham, NC, United States
| | - James J Riviello
- Division of Pediatric Neurology, Department of Neurology, New York University Langone Medical Center, New York University School of Medicine, New York, NY, United States
| | - Robert C Tasker
- Department of Neurology, Department of Anesthesiology, Perioperative and Pain Medicine, Division of Critical Care, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States
| | - Korwyn Williams
- Division of Pediatric Neurology, Phoenix Children's Hospital, Phoenix, AZ, United States
| | - Tobias Loddenkemper
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States.
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