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Viggiano M, Ceroni F, Visconti P, Posar A, Scaduto MC, Sandoni L, Baravelli I, Cameli C, Rochat MJ, Maresca A, Vaisfeld A, Gentilini D, Calzari L, Carelli V, Zody MC, Maestrini E, Bacchelli E. Genomic analysis of 116 autism families strengthens known risk genes and highlights promising candidates. NPJ Genom Med 2024; 9:21. [PMID: 38519481 PMCID: PMC10959942 DOI: 10.1038/s41525-024-00411-1] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 02/27/2024] [Indexed: 03/25/2024] Open
Abstract
Autism spectrum disorder (ASD) is a complex neurodevelopmental condition with a strong genetic component in which rare variants contribute significantly to risk. We performed whole genome and/or exome sequencing (WGS and WES) and SNP-array analysis to identify both rare sequence and copy number variants (SNVs and CNVs) in 435 individuals from 116 ASD families. We identified 37 rare potentially damaging de novo SNVs (pdSNVs) in the cases (n = 144). Interestingly, two of them (one stop-gain and one missense variant) occurred in the same gene, BRSK2. Moreover, the identification of 8 severe de novo pdSNVs in genes not previously implicated in ASD (AGPAT3, IRX5, MGAT5B, RAB8B, RAP1A, RASAL2, SLC9A1, YME1L1) highlighted promising candidates. Potentially damaging CNVs (pdCNVs) provided support to the involvement of inherited variants in PHF3, NEGR1, TIAM1 and HOMER1 in neurodevelopmental disorders (NDD), although mostly acting as susceptibility factors with incomplete penetrance. Interpretation of identified pdSNVs/pdCNVs according to the ACMG guidelines led to a molecular diagnosis in 19/144 cases, although this figure represents a lower limit and is expected to increase thanks to further clarification of the role of likely pathogenic variants in ASD/NDD candidate genes not yet established. In conclusion, our study highlights promising ASD candidate genes and contributes to characterize the allelic diversity, mode of inheritance and phenotypic impact of de novo and inherited risk variants in ASD/NDD genes.
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Affiliation(s)
- Marta Viggiano
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Fabiola Ceroni
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
- Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, UK
| | - Paola Visconti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Disturbi dello Spettro Autistico, Bologna, Italy
| | - Annio Posar
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Disturbi dello Spettro Autistico, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Maria Cristina Scaduto
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Disturbi dello Spettro Autistico, Bologna, Italy
| | - Laura Sandoni
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Irene Baravelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Magali J Rochat
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Functional and Molecular Neuroimaging Unit, Bologna, Italy
| | - Alessandra Maresca
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | - Alessandro Vaisfeld
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Davide Gentilini
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Bioinformatics and Statistical Genomic Unit, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Luciano Calzari
- Bioinformatics and Statistical Genomic Unit, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Valerio Carelli
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | | | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
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Bacchelli E, Viggiano M, Ceroni F, Visconti P, Posar A, Scaduto M, Sandoni L, Baravelli I, Cameli C, Rochat M, Maresca A, Vaisfeld A, Gentilini D, Calzari L, Carelli V, Zody M, Maestrini E. Whole genome analysis of rare deleterious variants adds further evidence to BRSK2 and other risk genes in Autism Spectrum Disorder. Res Sq 2023:rs.3.rs-3468592. [PMID: 37961520 PMCID: PMC10635364 DOI: 10.21203/rs.3.rs-3468592/v1] [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] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Autism spectrum disorder (ASD) is a complex neurodevelopmental condition with a strong genetic component in which rare variants contribute significantly to risk. We have performed whole genome and/or exome sequencing (WGS and WES) and SNP-array analysis to identify both rare sequence and copy number variants (SNVs and CNVs) in 435 individuals from 116 ASD families. We identified 37 rare potentially damaging de novo SNVs (pdSNVs) in cases (n = 144). Interestingly, two of them (one stop-gain and one missense variant) occurred in the same gene, BRSK2. Moreover, the identification of 9 severe de novo pdSNVs in genes not previously implicated in ASD (RASAL2, RAP1A, IRX5, SLC9A1, AGPAT3, MGAT3, RAB8B, MGAT5B, YME1L1), highlighted novel candidates. Potentially damaging CNVs (pdCNVs) provided support to the involvement of inherited variants in PHF3, NEGR1, TIAM1 and HOMER1 in neurodevelopmental disorders (NDD), although mostly acting as susceptibility factors with incomplete penetrance. Interpretation of identified pdSNVs/pdCNVs according to the ACMG guidelines led to a molecular diagnosis in 19/144 cases, but this figure represents a lower limit and is expected to increase thanks to further clarification of the role of likely pathogenic variants in new ASD/NDD candidates. In conclusion, our study strengthens the role of BRSK2 and other neurodevelopmental genes in ASD risk, highlights novel candidates and contributes to characterize the allelic diversity, mode of inheritance and phenotypic impact of de novo and inherited risk variants in ASD/NDD genes.
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Affiliation(s)
| | | | | | | | - Annio Posar
- IRCCS Istituto delle Scienze Neurologiche di Bologna
| | - Maria Scaduto
- IRCCS Istituto delle Scienze Neurologiche di Bologna
| | | | | | | | - Magali Rochat
- IRCCS Istituto delle Scienze Neurologiche di Bologna
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Winsvold BS, Harder AVE, Ran C, Chalmer MA, Dalmasso MC, Ferkingstad E, Tripathi KP, Bacchelli E, Børte S, Fourier C, Petersen AS, Vijfhuizen LS, Magnusson SH, O'Connor E, Bjornsdottir G, Häppölä P, Wang Y, Callesen I, Kelderman T, Gallardo VJ, de Boer I, Olofsgård FJ, Heinze K, Lund N, Thomas LF, Hsu C, Pirinen M, Hautakangas H, Ribasés M, Guerzoni S, Sivakumar P, Yip J, Heinze A, Küçükali F, Ostrowski SR, Pedersen OB, Kristoffersen ES, Martinsen AE, Artigas MS, Lagrata S, Cainazzo MM, Adebimpe J, Quinn O, Göbel C, Cirkel A, Volk AE, Heilmann‐Heimbach S, Skogholt AH, Gabrielsen ME, Wilbrink LA, Danno D, Mehta D, Guðbjartsson DF, Rosendaal FR, Willems van Dijk K, Fronczek R, Wagner M, Scherer M, Göbel H, Sleegers K, Sveinsson OA, Pani L, Zoli M, Ramos‐Quiroga JA, Dardiotis E, Steinberg A, Riedel‐Heller S, Sjöstrand C, Thorgeirsson TE, Stefansson H, Southgate L, Trembath RC, Vandrovcova J, Noordam R, Paemeleire K, Stefansson K, Fann CS, Waldenlind E, Tronvik E, Jensen RH, Chen S, Houlden H, Terwindt GM, Kubisch C, Maestrini E, Vikelis M, Pozo‐Rosich P, Belin AC, Matharu M, van den Maagdenberg AM, Hansen TF, Ramirez A, Zwart J. Cluster Headache Genomewide Association Study and Meta-Analysis Identifies Eight Loci and Implicates Smoking as Causal Risk Factor. Ann Neurol 2023; 94:713-726. [PMID: 37486023 PMCID: PMC10952302 DOI: 10.1002/ana.26743] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 03/01/2023] [Revised: 06/22/2023] [Accepted: 07/07/2023] [Indexed: 07/25/2023]
Abstract
OBJECTIVE The objective of this study was to aggregate data for the first genomewide association study meta-analysis of cluster headache, to identify genetic risk variants, and gain biological insights. METHODS A total of 4,777 cases (3,348 men and 1,429 women) with clinically diagnosed cluster headache were recruited from 10 European and 1 East Asian cohorts. We first performed an inverse-variance genomewide association meta-analysis of 4,043 cases and 21,729 controls of European ancestry. In a secondary trans-ancestry meta-analysis, we included 734 cases and 9,846 controls of East Asian ancestry. Candidate causal genes were prioritized by 5 complementary methods: expression quantitative trait loci, transcriptome-wide association, fine-mapping of causal gene sets, genetically driven DNA methylation, and effects on protein structure. Gene set and tissue enrichment analyses, genetic correlation, genetic risk score analysis, and Mendelian randomization were part of the downstream analyses. RESULTS The estimated single nucleotide polymorphism (SNP)-based heritability of cluster headache was 14.5%. We identified 9 independent signals in 7 genomewide significant loci in the primary meta-analysis, and one additional locus in the trans-ethnic meta-analysis. Five of the loci were previously known. The 20 genes prioritized as potentially causal for cluster headache showed enrichment to artery and brain tissue. Cluster headache was genetically correlated with cigarette smoking, risk-taking behavior, attention deficit hyperactivity disorder (ADHD), depression, and musculoskeletal pain. Mendelian randomization analysis indicated a causal effect of cigarette smoking intensity on cluster headache. Three of the identified loci were shared with migraine. INTERPRETATION This first genomewide association study meta-analysis gives clues to the biological basis of cluster headache and indicates that smoking is a causal risk factor. ANN NEUROL 2023;94:713-726.
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Affiliation(s)
- Bendik S. Winsvold
- Department of Research and Innovation, Division of Clinical NeuroscienceOslo University HospitalOsloNorway
- K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Department of NeurologyOslo University HospitalOsloNorway
- Norwegian Centre for Headache Research (NorHEAD), Department of Neuromedicine and Movement ScienceNorwegian University of Science and Technology (NTNU)TrondheimNorway
| | - Aster V. E. Harder
- Department of Human GeneticsLeiden University Medical CenterLeidenThe Netherlands
- Department of NeurologyLeiden University Medical CenterLeidenThe Netherlands
| | - Caroline Ran
- Centre for Cluster Headache, Department of NeuroscienceKarolinska InstitutetStockholmSweden
| | - Mona A. Chalmer
- Department of Neurology, Danish Headache Center, Rigshospitalet‐GlostrupUniversity of Copenhagen University HospitalGlostrupDenmark
| | - Maria Carolina Dalmasso
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
- Neurosciences and Complex Systems Unit (EnyS), CONICET, Hospital El Cruce 'N. Kirchner'National University A. Jauretche (UNAJ)Florencio VarelaArgentina
| | | | - Kumar Parijat Tripathi
- Division of Neurogenetics and Molecular Psychiatry, Department of PsychiatryUniklinik KölnCologneGermany
| | - Elena Bacchelli
- Department of Pharmacy and BiotechnologyUniversity of BolognaBolognaItaly
| | - Sigrid Børte
- Department of Research and Innovation, Division of Clinical NeuroscienceOslo University HospitalOsloNorway
- K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Norwegian Centre for Headache Research (NorHEAD), Department of Neuromedicine and Movement ScienceNorwegian University of Science and Technology (NTNU)TrondheimNorway
| | - Carmen Fourier
- Centre for Cluster Headache, Department of NeuroscienceKarolinska InstitutetStockholmSweden
| | - Anja S. Petersen
- Department of Neurology, Danish Headache Center, Rigshospitalet‐GlostrupUniversity of Copenhagen University HospitalGlostrupDenmark
| | | | | | - Emer O'Connor
- Department of Neuromuscular Diseases, Institute of NeurologyUniversity College LondonLondonUK
| | | | - Paavo Häppölä
- Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of HelsinkiHelsinkiFinland
| | - Yen‐Feng Wang
- Department of NeurologyTaipei Veterans General HospitalTaipeiTaiwan
- Brain Research CenterNational Yang Ming Chiao Tung UniversityTaipeiTaiwan
| | - Ida Callesen
- Department of Neurology, Danish Headache Center, Rigshospitalet‐GlostrupUniversity of Copenhagen University HospitalGlostrupDenmark
| | - Tim Kelderman
- Department of NeurologyGhent University HospitalGhentBelgium
| | - Victor J Gallardo
- Headache and Neurological Pain Research Group, Vall d'Hebron Research Institute, Departament de MedicinaUniversitat Autònoma de Barcelona, Vall d'Hebron Research Institute (VHIR)BarcelonaSpain
| | - Irene de Boer
- Department of NeurologyLeiden University Medical CenterLeidenThe Netherlands
| | | | | | - Nunu Lund
- Department of Neurology, Danish Headache Center, Rigshospitalet‐GlostrupUniversity of Copenhagen University HospitalGlostrupDenmark
| | - Laurent F. Thomas
- K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Department of Clinical and Molecular MedicineNorwegian University of Science and Technology (NTNU)TrondheimNorway
- BioCore–Bioinformatics Core FacilityNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Clinic of Laboratory MedicineSt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Chia‐Lin Hsu
- Institute of Biomedical Sciences, Academia SinicaTaipeiTaiwan
| | - Matti Pirinen
- Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of HelsinkiHelsinkiFinland
- Department of Public HealthUniversity of HelsinkiHelsinkiFinland
- Department of Mathematics and StatisticsUniversity of HelsinkiHelsinkiFinland
| | - Heidi Hautakangas
- Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of HelsinkiHelsinkiFinland
| | - Marta Ribasés
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and AddictionUniversitat Autònoma de Barcelona, Vall d'Hebron Research Institute (VHIR)BarcelonaSpain
- Department of PsychiatryVall d'Hebron University HospitalBarcelonaSpain
- Biomedical Network Research Centre on Mental Health (CIBERSAM)Instituto de Salud Carlos IIIMadridSpain
- Department of Genetics, Microbiology, and Statistics, Faculty of BiologyUniversitat de BarcelonaBarcelonaSpain
| | | | - Prasanth Sivakumar
- Department of Neuromuscular Diseases, Institute of NeurologyUniversity College LondonLondonUK
| | - Janice Yip
- Department of Neuromuscular Diseases, Institute of NeurologyUniversity College LondonLondonUK
| | - Axel Heinze
- Kiel Migraine and Headache CentreKielGermany
| | - Fahri Küçükali
- Complex Genetics of Alzheimer's Disease Group, Center for Molecular Neurology, VIBAntwerpBelgium
- Department of Biomedical SciencesUniversity of AntwerpAntwerpBelgium
| | - Sisse R. Ostrowski
- Department of Clinical Immunology, Centre of Diagnostic InvestigationRigshospitaletCopenhagenDenmark
- Department of Clinical MedicineUniversity of CopenhagenCopenhagenDenmark
| | - Ole B. Pedersen
- Department of Clinical ImmunologyZealand University HospitalKøgeDenmark
| | - Espen S. Kristoffersen
- Department of Research and Innovation, Division of Clinical NeuroscienceOslo University HospitalOsloNorway
- Norwegian Centre for Headache Research (NorHEAD), Department of Neuromedicine and Movement ScienceNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Department of General PracticeUniversity of OsloOsloNorway
- Department of NeurologyAkershus University HospitalLørenskogNorway
| | - Amy E. Martinsen
- Department of Research and Innovation, Division of Clinical NeuroscienceOslo University HospitalOsloNorway
- K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Norwegian Centre for Headache Research (NorHEAD), Department of Neuromedicine and Movement ScienceNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
| | - María S. Artigas
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and AddictionUniversitat Autònoma de Barcelona, Vall d'Hebron Research Institute (VHIR)BarcelonaSpain
- Department of PsychiatryVall d'Hebron University HospitalBarcelonaSpain
- Biomedical Network Research Centre on Mental Health (CIBERSAM)Instituto de Salud Carlos IIIMadridSpain
- Department of Genetics, Microbiology, and Statistics, Faculty of BiologyUniversitat de BarcelonaBarcelonaSpain
| | - Susie Lagrata
- Headache and Facial Pain GroupUniversity College London Queen Square Institute of Neurology and National Hospital for Neurology and NeurosurgeryLondonUK
| | | | - Joycee Adebimpe
- Department of Neuromuscular Diseases, Institute of NeurologyUniversity College LondonLondonUK
| | - Olivia Quinn
- Department of Neuromuscular Diseases, Institute of NeurologyUniversity College LondonLondonUK
| | - Carl Göbel
- Kiel Migraine and Headache CentreKielGermany
- Department of NeurologyUniversity Hospital Schleswig‐HolsteinLübeckGermany
| | - Anna Cirkel
- Kiel Migraine and Headache CentreKielGermany
- Department of NeurologyUniversity Hospital Schleswig‐HolsteinLübeckGermany
| | - Alexander E. Volk
- Institute of Human GeneticsUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Stefanie Heilmann‐Heimbach
- Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital BonnBonnGermany
| | - Anne Heidi Skogholt
- K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
| | - Maiken E. Gabrielsen
- K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
| | | | - Daisuke Danno
- Headache and Facial Pain GroupUniversity College London Queen Square Institute of Neurology and National Hospital for Neurology and NeurosurgeryLondonUK
| | - Dwij Mehta
- Headache and Facial Pain GroupUniversity College London Queen Square Institute of Neurology and National Hospital for Neurology and NeurosurgeryLondonUK
| | | | | | - Frits R. Rosendaal
- Department of Clinical EpidemiologyLeiden University Medical CenterLeidenThe Netherlands
| | - Ko Willems van Dijk
- Department of Human GeneticsLeiden University Medical CenterLeidenThe Netherlands
- Einthoven Laboratory for Experimental Vascular MedicineLeiden University Medical CenterLeidenThe Netherlands
- Department of Internal Medicine, Division of EndocrinologyLeiden University Medical CenterLeidenThe Netherlands
| | - Rolf Fronczek
- Department of NeurologyLeiden University Medical CenterLeidenThe Netherlands
| | - Michael Wagner
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity Hospital BonnBonnGermany
- German Center for Neurodegenerative Diseases (DZNE Bonn)BonnGermany
| | - Martin Scherer
- Department of Primary Medical CareUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | | | - Kristel Sleegers
- Complex Genetics of Alzheimer's Disease Group, Center for Molecular Neurology, VIBAntwerpBelgium
- Department of Biomedical SciencesUniversity of AntwerpAntwerpBelgium
| | - Olafur A. Sveinsson
- Faculty of Medicine, School of Health SciencesUniversity of IcelandReykjavikIceland
| | - Luca Pani
- Department of Biomedical, Metabolic and Neural SciencesUniversity of Modena and Reggio EmiliaModenaItaly
- Department of Psychiatry and Behavioral SciencesUniversity of MiamiMiamiFL
| | - Michele Zoli
- Department of Biomedical, Metabolic and Neural SciencesUniversity of Modena and Reggio EmiliaModenaItaly
| | - Josep A. Ramos‐Quiroga
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and AddictionUniversitat Autònoma de Barcelona, Vall d'Hebron Research Institute (VHIR)BarcelonaSpain
- Department of PsychiatryVall d'Hebron University HospitalBarcelonaSpain
- Biomedical Network Research Centre on Mental Health (CIBERSAM)Instituto de Salud Carlos IIIMadridSpain
- Department of Psychiatry and Forensic MedicineUniversitat Autònoma de Barcelona, Vall d'Hebron Research Institute (VHIR)BarcelonaSpain
| | - Efthimios Dardiotis
- Department of Neurology, Faculty of MedicineUniversity of ThessalyVolosGreece
| | - Anna Steinberg
- Department of Clinical NeuroscienceKarolinska InstitutetStockholmSweden
- Department of NeurologyKarolinska University HospitalStockholmSweden
| | - Steffi Riedel‐Heller
- Institute of Social Medicine, Occupational Health and Public HealthUniversity of LeipzigLeipzigGermany
| | - Christina Sjöstrand
- Department of Clinical NeuroscienceKarolinska InstitutetStockholmSweden
- Department of NeurologyDanderyd HospitalStockholmSweden
| | | | | | - Laura Southgate
- Molecular and Clinical Sciences Research InstituteSt. George's, University of LondonLondonUK
- Department of Medical & Molecular Genetics, Faculty of Life Sciences & MedicineKing's College LondonLondonUK
| | - Richard C. Trembath
- Department of Medical & Molecular Genetics, Faculty of Life Sciences & MedicineKing's College LondonLondonUK
| | - Jana Vandrovcova
- Department of Neuromuscular Diseases, Institute of NeurologyUniversity College LondonLondonUK
| | - Raymond Noordam
- Department of Internal Medicine, Section of Gerontology and GeriatricsLeiden University Medical CenterLeidenThe Netherlands
| | - Koen Paemeleire
- Department of NeurologyGhent University HospitalGhentBelgium
| | - Kari Stefansson
- deCODE genetics/Amgen Inc.ReykjavikIceland
- Faculty of Medicine, School of Health SciencesUniversity of IcelandReykjavikIceland
| | | | - Elisabet Waldenlind
- Department of Clinical NeuroscienceKarolinska InstitutetStockholmSweden
- Department of NeurologyKarolinska University HospitalStockholmSweden
| | - Erling Tronvik
- Norwegian Centre for Headache Research (NorHEAD), Department of Neuromedicine and Movement ScienceNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Department of Neurology and Clinical NeurophysiologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Rigmor H. Jensen
- Department of Neurology, Danish Headache Center, Rigshospitalet‐GlostrupUniversity of Copenhagen University HospitalGlostrupDenmark
| | - Shih‐Pin Chen
- Brain Research CenterNational Yang Ming Chiao Tung UniversityTaipeiTaiwan
- Department of Medical Research, Division of Translational ResearchTaipei Veterans General HospitalTaipeiTaiwan
| | - Henry Houlden
- Department of Neuromuscular Diseases, Institute of NeurologyUniversity College LondonLondonUK
| | - Gisela M. Terwindt
- Department of NeurologyLeiden University Medical CenterLeidenThe Netherlands
| | - Christian Kubisch
- Institute of Human GeneticsUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Elena Maestrini
- Department of Pharmacy and BiotechnologyUniversity of BolognaBolognaItaly
| | | | - Patricia Pozo‐Rosich
- Headache and Neurological Pain Research Group, Vall d'Hebron Research Institute, Departament de MedicinaUniversitat Autònoma de Barcelona, Vall d'Hebron Research Institute (VHIR)BarcelonaSpain
- Headache Unit, Neurology DepartmentVall d'Hebron University HospitalBarcelonaSpain
| | - Andrea C. Belin
- Centre for Cluster Headache, Department of NeuroscienceKarolinska InstitutetStockholmSweden
| | - Manjit Matharu
- Headache and Facial Pain GroupUniversity College London Queen Square Institute of Neurology and National Hospital for Neurology and NeurosurgeryLondonUK
| | - Arn M.J.M. van den Maagdenberg
- Department of Human GeneticsLeiden University Medical CenterLeidenThe Netherlands
- Department of NeurologyLeiden University Medical CenterLeidenThe Netherlands
| | - Thomas F. Hansen
- Department of Neurology, Danish Headache Center, Rigshospitalet‐GlostrupUniversity of Copenhagen University HospitalGlostrupDenmark
- Novo Nordic Foundation Center for Protein ResearchUniversity of CopenhagenCopenhagenDenmark
| | - Alfredo Ramirez
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity Hospital BonnBonnGermany
- German Center for Neurodegenerative Diseases (DZNE Bonn)BonnGermany
- Glenn Biggs Institute for Alzheimer's & Neurodegenerative DiseasesUniversity of Texas Health Sciences CenterSan AntonioTX
- Cluster of Excellence Cellular Stress Responses in Aging‐associated Diseases (CECAD)University of CologneCologneGermany
| | - John‐Anker Zwart
- Department of Research and Innovation, Division of Clinical NeuroscienceOslo University HospitalOsloNorway
- K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health SciencesNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Norwegian Centre for Headache Research (NorHEAD), Department of Neuromedicine and Movement ScienceNorwegian University of Science and Technology (NTNU)TrondheimNorway
- Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
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4
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Caporali L, Fiorini C, Palombo F, Romagnoli M, Baccari F, Zenesini C, Visconti P, Posar A, Scaduto MC, Ormanbekova D, Battaglia A, Tancredi R, Cameli C, Viggiano M, Olivieri A, Torroni A, Maestrini E, Rochat MJ, Bacchelli E, Carelli V, Maresca A. Dissecting the multifaceted contribution of the mitochondrial genome to autism spectrum disorder. Front Genet 2022; 13:953762. [PMID: 36419830 PMCID: PMC9676943 DOI: 10.3389/fgene.2022.953762] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 10/12/2022] [Indexed: 11/15/2023] Open
Abstract
Autism spectrum disorder (ASD) is a clinically heterogeneous class of neurodevelopmental conditions with a strong, albeit complex, genetic basis. The genetic architecture of ASD includes different genetic models, from monogenic transmission at one end, to polygenic risk given by thousands of common variants with small effects at the other end. The mitochondrial DNA (mtDNA) was also proposed as a genetic modifier for ASD, mostly focusing on maternal mtDNA, since the paternal mitogenome is not transmitted to offspring. We extensively studied the potential contribution of mtDNA in ASD pathogenesis and risk through deep next generation sequencing and quantitative PCR in a cohort of 98 families. While the maternally-inherited mtDNA did not seem to predispose to ASD, neither for haplogroups nor for the presence of pathogenic mutations, an unexpected influence of paternal mtDNA, apparently centered on haplogroup U, came from the Italian families extrapolated from the test cohort (n = 74) when compared to the control population. However, this result was not replicated in an independent Italian cohort of 127 families and it is likely due to the elevated paternal age at time of conception. In addition, ASD probands showed a reduced mtDNA content when compared to their unaffected siblings. Multivariable regression analyses indicated that variants with 15%-5% heteroplasmy in probands are associated to a greater severity of ASD based on ADOS-2 criteria, whereas paternal super-haplogroups H and JT were associated with milder phenotypes. In conclusion, our results suggest that the mtDNA impacts on ASD, significantly modifying the phenotypic expression in the Italian population. The unexpected finding of protection induced by paternal mitogenome in term of severity may derive from a role of mtDNA in influencing the accumulation of nuclear de novo mutations or epigenetic alterations in fathers' germinal cells, affecting the neurodevelopment in the offspring. This result remains preliminary and needs further confirmation in independent cohorts of larger size. If confirmed, it potentially opens a different perspective on how paternal non-inherited mtDNA may predispose or modulate other complex diseases.
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Affiliation(s)
- Leonardo Caporali
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | - Claudio Fiorini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | - Flavia Palombo
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | - Martina Romagnoli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | - Flavia Baccari
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Epidemiologia e Statistica, Bologna, Italy
| | - Corrado Zenesini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Epidemiologia e Statistica, Bologna, Italy
| | - Paola Visconti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Disturbi dello Spettro Autistico, Bologna, Italy
| | - Annio Posar
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Disturbi dello Spettro Autistico, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Maria Cristina Scaduto
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Disturbi dello Spettro Autistico, Bologna, Italy
| | - Danara Ormanbekova
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | - Agatino Battaglia
- IRCCS Stella Maris Foundation, Department of Developmental Neuroscience, Pisa, Italy
| | - Raffaella Tancredi
- IRCCS Stella Maris Foundation, Department of Developmental Neuroscience, Pisa, Italy
| | - Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Marta Viggiano
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Anna Olivieri
- Department of Biology and Biotechnology “L. Spallanzani”, University of Pavia, Pavia, Italy
| | - Antonio Torroni
- Department of Biology and Biotechnology “L. Spallanzani”, University of Pavia, Pavia, Italy
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Magali Jane Rochat
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma Diagnostica Funzionale Neuroradiologica, Bologna, Italy
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Valerio Carelli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Alessandra Maresca
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
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5
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Viggiano M, D'Andrea T, Cameli C, Posar A, Visconti P, Scaduto MC, Colucci R, Rochat MJ, Ceroni F, Milazzo G, Fucile S, Maestrini E, Bacchelli E. Contribution of CACNA1H Variants in Autism Spectrum Disorder Susceptibility. Front Psychiatry 2022; 13:858238. [PMID: 35350424 PMCID: PMC8957782 DOI: 10.3389/fpsyt.2022.858238] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 02/08/2022] [Indexed: 11/14/2022] Open
Abstract
Autism Spectrum Disorder (ASD) is a highly heterogeneous neuropsychiatric disorder with a strong genetic component. The genetic architecture is complex, consisting of a combination of common low-risk and more penetrant rare variants. Voltage-gated calcium channels (VGCCs or Cav) genes have been implicated as high-confidence susceptibility genes for ASD, in accordance with the relevant role of calcium signaling in neuronal function. In order to further investigate the involvement of VGCCs rare variants in ASD susceptibility, we performed whole genome sequencing analysis in a cohort of 105 families, composed of 124 ASD individuals, 210 parents and 58 unaffected siblings. We identified 53 rare inherited damaging variants in Cav genes, including genes coding for the principal subunit and genes coding for the auxiliary subunits, in 40 ASD families. Interestingly, biallelic rare damaging missense variants were detected in the CACNA1H gene, coding for the T-type Cav3.2 channel, in ASD probands from two different families. Thus, to clarify the role of these CACNA1H variants on calcium channel activity we performed electrophysiological analysis using whole-cell patch clamp technology. Three out of four tested variants were shown to mildly affect Cav3.2 channel current density and activation properties, possibly leading to a dysregulation of intracellular Ca2+ ions homeostasis, thus altering calcium-dependent neuronal processes and contributing to ASD etiology in these families. Our results provide further support for the role of CACNA1H in neurodevelopmental disorders and suggest that rare CACNA1H variants may be involved in ASD development, providing a high-risk genetic background.
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Affiliation(s)
- Marta Viggiano
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Tiziano D'Andrea
- Department of Physiology and Pharmacology, Sapienza University, Rome, Italy
| | - Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Annio Posar
- Unità Operativa Semplice d'Istituto (UOSI) Disturbi dello Spettro Autistico, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.,Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Paola Visconti
- Unità Operativa Semplice d'Istituto (UOSI) Disturbi dello Spettro Autistico, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Maria Cristina Scaduto
- Unità Operativa Semplice d'Istituto (UOSI) Disturbi dello Spettro Autistico, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Roberta Colucci
- Unità Operativa Semplice d'Istituto (UOSI) Disturbi dello Spettro Autistico, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Magali J Rochat
- Functional and Molecular Neuroimaging Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Fabiola Ceroni
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Giorgio Milazzo
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Sergio Fucile
- Department of Physiology and Pharmacology, Sapienza University, Rome, Italy.,Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, Italy
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
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6
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Cameli C, Viggiano M, Rochat MJ, Maresca A, Caporali L, Fiorini C, Palombo F, Magini P, Duardo RC, Ceroni F, Scaduto MC, Posar A, Seri M, Carelli V, Visconti P, Bacchelli E, Maestrini E. An increased burden of rare exonic variants in NRXN1 microdeletion carriers is likely to enhance the penetrance for autism spectrum disorder. J Cell Mol Med 2021; 25:2459-2470. [PMID: 33476483 PMCID: PMC7933976 DOI: 10.1111/jcmm.16161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 07/24/2020] [Revised: 11/05/2020] [Accepted: 11/13/2020] [Indexed: 12/20/2022] Open
Abstract
Autism spectrum disorder (ASD) is characterized by a complex polygenic background, but with the unique feature of a subset of cases (~15%‐30%) presenting a rare large‐effect variant. However, clinical interpretation in these cases is often complicated by incomplete penetrance, variable expressivity and different neurodevelopmental trajectories. NRXN1 intragenic deletions represent the prototype of such ASD‐associated susceptibility variants. From chromosomal microarrays analysis of 104 ASD individuals, we identified an inherited NRXN1 deletion in a trio family. We carried out whole‐exome sequencing and deep sequencing of mitochondrial DNA (mtDNA) in this family, to evaluate the burden of rare variants which may contribute to the phenotypic outcome in NRXN1 deletion carriers. We identified an increased burden of exonic rare variants in the ASD child compared to the unaffected NRXN1 deletion‐transmitting mother, which remains significant if we restrict the analysis to potentially deleterious rare variants only (P = 6.07 × 10−5). We also detected significant interaction enrichment among genes with damaging variants in the proband, suggesting that additional rare variants in interacting genes collectively contribute to cross the liability threshold for ASD. Finally, the proband's mtDNA presented five low‐level heteroplasmic mtDNA variants that were absent in the mother, and two maternally inherited variants with increased heteroplasmic load. This study underlines the importance of a comprehensive assessment of the genomic background in carriers of large‐effect variants, as penetrance modulation by additional interacting rare variants to might represent a widespread mechanism in neurodevelopmental disorders.
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Affiliation(s)
- Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Marta Viggiano
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Magali J Rochat
- UOSI Disturbi dello Spettro Autistico, Ospedale Bellaria di Bologna, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
| | - Alessandra Maresca
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italia
| | - Leonardo Caporali
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italia
| | - Claudio Fiorini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italia.,Department of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
| | - Flavia Palombo
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italia
| | - Pamela Magini
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, Policlinico St. Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
| | - Renée C Duardo
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Fabiola Ceroni
- Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, UK
| | - Maria C Scaduto
- UOSI Disturbi dello Spettro Autistico, Ospedale Bellaria di Bologna, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
| | - Annio Posar
- UOSI Disturbi dello Spettro Autistico, Ospedale Bellaria di Bologna, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy.,Department of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
| | - Marco Seri
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, Policlinico St. Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
| | - Valerio Carelli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italia.,Department of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
| | - Paola Visconti
- UOSI Disturbi dello Spettro Autistico, Ospedale Bellaria di Bologna, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
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7
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Lin BD, Colas F, Nijman IJ, Medic J, Brands W, Parr JR, van Eijk KR, Klauck SM, Chiocchetti AG, Freitag CM, Maestrini E, Bacchelli E, Coon H, Vicente A, Oliveira G, Pagnamenta AT, Gallagher L, Ennis S, Anney R, Bourgeron T, Luykx JJ, Vorstman J. The role of rare compound heterozygous events in autism spectrum disorder. Transl Psychiatry 2020; 10:204. [PMID: 32572023 PMCID: PMC7308334 DOI: 10.1038/s41398-020-00866-7] [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] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 05/05/2020] [Accepted: 05/15/2020] [Indexed: 11/30/2022] Open
Abstract
The identification of genetic variants underlying autism spectrum disorders (ASDs) may contribute to a better understanding of their underlying biology. To examine the possible role of a specific type of compound heterozygosity in ASD, namely, the occurrence of a deletion together with a functional nucleotide variant on the remaining allele, we sequenced 550 genes in 149 individuals with ASD and their deletion-transmitting parents. This approach allowed us to identify additional sequence variants occurring in the remaining allele of the deletion. Our main goal was to compare the rate of sequence variants in remaining alleles of deleted regions between probands and the deletion-transmitting parents. We also examined the predicted functional effect of the identified variants using Combined Annotation-Dependent Depletion (CADD) scores. The single nucleotide variant-deletion co-occurrence was observed in 13.4% of probands, compared with 8.1% of parents. The cumulative burden of sequence variants (n = 68) in pooled proband sequences was higher than the burden in pooled sequences from the deletion-transmitting parents (n = 41, X2 = 6.69, p = 0.0097). After filtering for those variants predicted to be most deleterious, we observed 21 of such variants in probands versus 8 in their deletion-transmitting parents (X2 = 5.82, p = 0.016). Finally, cumulative CADD scores conferred by these variants were significantly higher in probands than in deletion-transmitting parents (burden test, β = 0.13; p = 1.0 × 10-5). Our findings suggest that the compound heterozygosity described in the current study may be one of several mechanisms explaining variable penetrance of CNVs with known pathogenicity for ASD.
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Affiliation(s)
- Bochao Danae Lin
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Preventive Medicine, Institute of Biomedical Informatics, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, China
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Fabrice Colas
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Isaac J Nijman
- Department of Medical Informatics, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Jelena Medic
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - William Brands
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Jeremy R Parr
- Institute of Neuroscience, Newcastle University, Newcastle, UK
| | - Kristel R van Eijk
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Sabine M Klauck
- Division of Molecular Genome Analysis and Division of Cancer Genome Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andreas G Chiocchetti
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, JW Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Christine M Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, JW Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Hilary Coon
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Astrid Vicente
- Instituto Nacional de Saúde Doutor Ricardo Jorge, Avenida Padre Cruz, Lisboa, Portugal
| | | | - Alistair T Pagnamenta
- NIHR Oxford BRC, Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Louise Gallagher
- Neuropsychiatric Genetics Research Group, Department of Psychiatry, Trinity College Dublin, Trinity Centre for Health Sciences, Dublin, Ireland
| | - Sean Ennis
- Academic Centre on Rare Diseases, School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - Richard Anney
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Thomas Bourgeron
- Human Genetics and Cognitive Functions, Institut Pasteur, UMR3571 CNRS, Université de Paris, Paris, France
| | - Jurjen J Luykx
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- GGNet Mental Health, Apeldoorn, The Netherlands
| | - Jacob Vorstman
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
- Program in Genetics and Genome Biology, Research Institute, and Department of Psychiatry, The Hospital for Sick Children, Toronto, ON, Canada.
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada.
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8
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Bacchelli E, Cameli C, Viggiano M, Igliozzi R, Mancini A, Tancredi R, Battaglia A, Maestrini E. An integrated analysis of rare CNV and exome variation in Autism Spectrum Disorder using the Infinium PsychArray. Sci Rep 2020; 10:3198. [PMID: 32081867 PMCID: PMC7035424 DOI: 10.1038/s41598-020-59922-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [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: 09/05/2019] [Accepted: 01/19/2020] [Indexed: 01/11/2023] Open
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition with a complex and heterogeneous genetic etiology. While a proportion of ASD risk is attributable to common variants, rare copy-number variants (CNVs) and protein-disrupting single-nucleotide variants (SNVs) have been shown to significantly contribute to ASD etiology. We analyzed a homogeneous cohort of 127 ASD Italian families genotyped with the Illumina PsychArray, to perform an integrated analysis of CNVs and SNVs and to assess their contribution to ASD risk. We observed a higher burden of rare CNVs, especially deletions, in ASD individuals versus unaffected controls. Furthermore, we identified a significant enrichment of rare CNVs intersecting ASD candidate genes reported in the SFARI database. Family-based analysis of rare SNVs genotyped by the PsychArray also indicated an increased transmission of rare SNV variants from heterozygous parents to probands, supporting a multigenic model of ASD risk with significant contributions of both variant types. Moreover, our study reinforced the evidence for a significant role of VPS13B, WWOX, CNTNAP2, RBFOX1, MACROD2, APBA2, PARK2, GPHN, and RNF113A genes in ASD susceptibility. Finally, we showed that the PsychArray, besides providing useful genotyping data in psychiatric disorders, is a valuable and cost-efficient tool for genic CNV detection, down to 10 kb.
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Affiliation(s)
- Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
| | - Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Marta Viggiano
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Roberta Igliozzi
- IRCCS Stella Maris Foundation, Viale del Tirreno 331, 56128, Calambrone, Pisa, Italy
| | - Alice Mancini
- IRCCS Stella Maris Foundation, Viale del Tirreno 331, 56128, Calambrone, Pisa, Italy
| | - Raffaella Tancredi
- IRCCS Stella Maris Foundation, Viale del Tirreno 331, 56128, Calambrone, Pisa, Italy
| | - Agatino Battaglia
- IRCCS Stella Maris Foundation, Viale del Tirreno 331, 56128, Calambrone, Pisa, Italy
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
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9
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Loi E, Moi L, Blois S, Bacchelli E, Vega Benedetti AF, Cameli C, Fadda R, Maestrini E, Carta M, Doneddu G, Zavattari P. ELMOD3-SH2D6 gene fusion as a possible co-star actor in autism spectrum disorder scenario. J Cell Mol Med 2019; 24:2064-2069. [PMID: 31800155 PMCID: PMC6991669 DOI: 10.1111/jcmm.14733] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [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: 07/30/2019] [Revised: 09/04/2019] [Accepted: 09/07/2019] [Indexed: 12/28/2022] Open
Abstract
Autism spectrum disorder (ASD) is a group of neurodevelopmental disorders characterized by high heritability. It is known that genetic factors contribute to ASD pathogenesis. In particular, copy number variants (CNVs) are involved in ASD susceptibility and can affect gene expression regulation. 2p11.2 microdeletions encompassing ELMOD3, CAPG and SH2D6 genes have been described in four unrelated ASD families. The present study revealed that this microdeletion is responsible for the production of a chimeric transcript generated from the fusion between ELMOD3 and SH2D6. The identified transcript showed significantly higher expression levels in subjects carrying the deletion compared to control subjects, suggesting that it is not subjected to nonsense‐mediated decay and might encode for a chimeric protein. In conclusion, this study suggests the possible involvement of this gene fusion, together with the other previously identified variants, in ASD.
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Affiliation(s)
- Eleonora Loi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
| | - Loredana Moi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
| | - Sylvain Blois
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | | | - Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Roberta Fadda
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Cagliari, Italy
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Marinella Carta
- Center for Pervasive Developmental Disorders, AO Brotzu, Cagliari, Italy
| | - Giuseppe Doneddu
- Center for Pervasive Developmental Disorders, AO Brotzu, Cagliari, Italy
| | - Patrizia Zavattari
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
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10
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Bacchelli E, Loi E, Cameli C, Moi L, Vega-Benedetti AF, Blois S, Fadda A, Bonora E, Mattu S, Fadda R, Chessa R, Maestrini E, Doneddu G, Zavattari P. Analysis of a Sardinian Multiplex Family with Autism Spectrum Disorder Points to Post-Synaptic Density Gene Variants and Identifies CAPG as a Functionally Relevant Candidate Gene. J Clin Med 2019; 8:E212. [PMID: 30736458 PMCID: PMC6406497 DOI: 10.3390/jcm8020212] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 02/04/2019] [Accepted: 02/05/2019] [Indexed: 02/07/2023] Open
Abstract
Autism spectrum disorders (ASDs) are a group of neurodevelopmental disorders with high heritability, although their underlying genetic factors are still largely unknown. Here we present a comprehensive genetic characterization of two ASD siblings from Sardinia by genome-wide copy number variation analysis and whole exome sequencing (WES), to identify novel genetic alterations associated with this disorder. Single nucleotide polymorphism (SNP) array data revealed a rare microdeletion involving CAPG, ELMOD3, and SH2D6 genes, in both siblings. CAPG encodes for a postsynaptic density (PSD) protein known to regulate spine morphogenesis and synaptic formation. The reduced CAPG mRNA and protein expression levels in ASD patients, in the presence of hemizygosity or a particular genetic and/or epigenetic background, highlighted the functional relevance of CAPG as a candidate gene for ASD. WES analysis led to the identification in both affected siblings of a rare frameshift mutation in VDAC3, a gene intolerant to loss of function mutation, encoding for a voltage-dependent anion channel localized on PSD. Moreover, four missense damaging variants were identified in genes intolerant to loss of function variation encoding for PSD proteins: PLXNA2, KCTD16, ARHGAP21, and SLC4A1. This study identifies CAPG and VDAC3 as candidate genes and provides additional support for genes encoding PSD proteins in ASD susceptibility.
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Affiliation(s)
- Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy.
| | - Eleonora Loi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042 Cagliari, Italy.
| | - Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy.
| | - Loredana Moi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042 Cagliari, Italy.
| | | | - Sylvain Blois
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042 Cagliari, Italy.
| | - Antonio Fadda
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042 Cagliari, Italy.
| | - Elena Bonora
- Department of Medical and Surgical Sciences, DIMEC, St. Orsola-Malpighi Hospital, University of Bologna, 40138 Bologna, Italy.
| | - Sandra Mattu
- Department of Biomedical Sciences, Unit of Oncology and Molecular Pathology, University of Cagliari, 09124 Cagliari, Italy.
| | - Roberta Fadda
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, 09123 Cagliari, Italy.
| | - Rita Chessa
- Center for Pervasive Developmental Disorders, AO Brotzu, 09134 Cagliari, Italy.
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy.
| | - Giuseppe Doneddu
- Center for Pervasive Developmental Disorders, AO Brotzu, 09134 Cagliari, Italy.
| | - Patrizia Zavattari
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042 Cagliari, Italy.
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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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Bacchelli E, Cainazzo MM, Cameli C, Guerzoni S, Martinelli A, Zoli M, Maestrini E, Pini LA. A genome-wide analysis in cluster headache points to neprilysin and PACAP receptor gene variants. J Headache Pain 2016; 17:114. [PMID: 27957625 PMCID: PMC5153392 DOI: 10.1186/s10194-016-0705-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [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: 11/01/2016] [Accepted: 11/29/2016] [Indexed: 01/03/2023] Open
Abstract
Background Cluster Headache (CH) is a severe primary headache, with a poorly understood pathophysiology. Complex genetic factors are likely to play a role in CH etiology; however, no confirmed gene associations have been identified. The aim of this study is to identify genetic variants influencing risk to CH and to explore the potential pathogenic mechanisms. Methods We have performed a genome-wide association study (GWAS) in a clinically well-defined cohort of 99 Italian patients with CH and in a control sample of 360 age-matched sigarette smoking healthy individuals, using the Infinium PsychArray (Illumina), which combines common highly-informative genome-wide tag SNPs and exonic SNPs. Genotype data were used to carry out a genome-wide single marker case-control association analysis using common SNPs, and a gene-based association analysis focussing on rare protein altering variants in 745 candidate genes with a putative role in CH. Results Although no single variant showed statistically significant association at the genome-wide threshold, we identified an interesting suggestive association (P = 9.1 × 10−6) with a common variant of the PACAP receptor gene (ADCYAP1R1). Furthermore, gene-based analysis provided significant evidence of association (P = 2.5 × 10−5) for a rare potentially damaging missense variant in the MME gene, encoding for the membrane metallo-endopeptidase neprilysin. Conclusions Our study represents the first genome-wide association study of common SNPs and rare exonic variants influencing risk for CH. The most interesting results implicate ADCYAP1R1 and MME gene variants in CH susceptibility and point to a role for genes involved in pain processing. These findings provide new insights into the pathogenesis of CH that need further investigation and replication in larger CH samples. Electronic supplementary material The online version of this article (doi:10.1186/s10194-016-0705-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Via Selmi 3, 40126, Bologna, Italy
| | - Maria Michela Cainazzo
- Headache and Drug Abuse Unit, Policlinico Hospital, University of Modena and Reggio Emilia, Modena, Italy
| | - Cinzia Cameli
- Department of Pharmacy and Biotechnology, University of Bologna, Via Selmi 3, 40126, Bologna, Italy
| | - Simona Guerzoni
- Headache and Drug Abuse Unit, Policlinico Hospital, University of Modena and Reggio Emilia, Modena, Italy
| | - Angela Martinelli
- Department of Pharmacy and Biotechnology, University of Bologna, Via Selmi 3, 40126, Bologna, Italy.,Present address: School of Medicine, University of St Andrews, St Andrews, UK
| | - Michele Zoli
- Department of Biomedical, Metabolic and Neural Sciences, Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Via Selmi 3, 40126, Bologna, Italy.
| | - Luigi Alberto Pini
- Center for Neuroscience and Neurotechnology, Policlinico Hospital, University of Modena and Reggio Emilia, Via del Pozzo 71, 41100, Modena, Italy.
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Torrico B, Chiocchetti AG, Bacchelli E, Trabetti E, Hervás A, Franke B, Buitelaar JK, Rommelse N, Yousaf A, Duketis E, Freitag CM, Caballero-Andaluz R, Martinez-Mir A, Scholl FG, Ribasés M, Battaglia A, Malerba G, Delorme R, Benabou M, Maestrini E, Bourgeron T, Cormand B, Toma C. Lack of replication of previous autism spectrum disorder GWAS hits in European populations. Autism Res 2016; 10:202-211. [DOI: 10.1002/aur.1662] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 05/15/2016] [Accepted: 06/03/2016] [Indexed: 12/13/2022]
Affiliation(s)
- Bàrbara Torrico
- Departament de Genètica; Microbiologia i Estadística, Universitat de Barcelona; Av. Diagonal 643 08028 Barcelona Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III; C/ Monforte de Lemos 3-5 28029 Madrid Spain
- Institut de Biomedicina, Universitat de Barcelona; Av. Diagonal 643 08028 Barcelona Spain
- Institut de Recerca Pediàtrica Hospital Sant Joan de Dáu; Santa Rosa 39-57 08950 Esplugues de Llobregat Spain
| | - Andreas G. Chiocchetti
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence Frankfurt, JW Goethe University; Deutschordenstraße 50 60528 Frankfurt am Main Frankfurt am Main Germany
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology; University of Bologna; via Selmi 3 40126 Bologna Italy
| | - Elisabetta Trabetti
- Department of Neurological; Biomedical and Movement Sciences, Section of Biology and Genetics, University of Verona; Strada le Grazie 8 37134 Verona Italy
| | - Amaia Hervás
- Child and Adolescent Mental Health Unit; University Hospital MutuaTerrassa; Plaza del Dr Robert s/n 08221 Terrassa Barcelona Spain
| | - Barbara Franke
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Human Genetics; Geert Grooteplein-Zuid 10 6525 GA Nijmegen The Netherlands
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Psychiatry; Geert Grooteplein-Zuid 10 6525 GA Nijmegen The Netherlands
| | - Jan K. Buitelaar
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience; Geert Grooteplein Noord 21 6525 EZ Nijmegen The Netherlands
- Karakter Child and Adolescent Psychiatry University Center; Reinier Postlaan 12 6525 GC Nijmegen The Netherlands
| | - Nanda Rommelse
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Psychiatry; Geert Grooteplein-Zuid 10 6525 GA Nijmegen The Netherlands
- Karakter Child and Adolescent Psychiatry University Center; Reinier Postlaan 12 6525 GC Nijmegen The Netherlands
| | - Afsheen Yousaf
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence Frankfurt, JW Goethe University; Deutschordenstraße 50 60528 Frankfurt am Main Frankfurt am Main Germany
- Institute for Molecular Bioinformatics; Johann Wolfgang Goethe-University; Robert-Mayer-Str. 11-15 60325 Frankfurt am Main Germany
| | - Eftichia Duketis
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence Frankfurt, JW Goethe University; Deutschordenstraße 50 60528 Frankfurt am Main Frankfurt am Main Germany
| | - Christine M. Freitag
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence Frankfurt, JW Goethe University; Deutschordenstraße 50 60528 Frankfurt am Main Frankfurt am Main Germany
| | | | - Amalia Martinez-Mir
- Instituto de Biomedicina de Sevilla (IBiS); Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla; Av. Manuel Siurot s/n 41013 Seville Spain
| | - Francisco G. Scholl
- Instituto de Biomedicina de Sevilla (IBiS); Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla; Av. Manuel Siurot s/n 41013 Seville Spain
| | - Marta Ribasés
- Psychiatric Genetics Unit, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona; Passeig Vall d'Hebron 119-129 08035 Barcelona Spain
- Department of Psychiatry; Hospital Universitari Vall d'Hebron; Passeig Vall d'Hebron 119-129, 08035 Barcelona Spain
- Biomedical Network Research Center on Mental Health (CIBERSAM); Av. Monforte de Lemos, 3-5 28029 Madrid Spain
| | - Agatino Battaglia
- Stella Maris Clinical Research Institute for Child and Adolescent Neuropsychiatry, via dei Giacinti 2, 56128 Calambrone; Pisa Italy
| | - Giovanni Malerba
- Department of Neurological; Biomedical and Movement Sciences, Section of Biology and Genetics, University of Verona; Strada le Grazie 8 37134 Verona Italy
| | - Richard Delorme
- Institut Pasteur, Human Genetics and Cognitive Functions Unit; 25, rue du docteur Roux 75015 Paris France
- CNRS UMR 3571: Genes, Synapses and Cognition, Institut Pasteur; 25, rue du docteur Roux 75015 Paris France
- Université Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions; 5 Rue Thomas Mann 75013 Paris France
- Assistance Publique-Hôpitaux de Paris, Child and Adolescent Psychiatry Department, Robert Debré Hospital; 48Bd Sérurier 75019 Paris France
| | - Marion Benabou
- Institut Pasteur, Human Genetics and Cognitive Functions Unit; 25, rue du docteur Roux 75015 Paris France
- CNRS UMR 3571: Genes, Synapses and Cognition, Institut Pasteur; 25, rue du docteur Roux 75015 Paris France
- Université Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions; 5 Rue Thomas Mann 75013 Paris France
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology; University of Bologna; via Selmi 3 40126 Bologna Italy
| | - Thomas Bourgeron
- Institut Pasteur, Human Genetics and Cognitive Functions Unit; 25, rue du docteur Roux 75015 Paris France
- CNRS UMR 3571: Genes, Synapses and Cognition, Institut Pasteur; 25, rue du docteur Roux 75015 Paris France
- Université Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions; 5 Rue Thomas Mann 75013 Paris France
| | - Bru Cormand
- Departament de Genètica; Microbiologia i Estadística, Universitat de Barcelona; Av. Diagonal 643 08028 Barcelona Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III; C/ Monforte de Lemos 3-5 28029 Madrid Spain
- Institut de Biomedicina, Universitat de Barcelona; Av. Diagonal 643 08028 Barcelona Spain
- Institut de Recerca Pediàtrica Hospital Sant Joan de Dáu; Santa Rosa 39-57 08950 Esplugues de Llobregat Spain
| | - Claudio Toma
- Departament de Genètica; Microbiologia i Estadística, Universitat de Barcelona; Av. Diagonal 643 08028 Barcelona Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III; C/ Monforte de Lemos 3-5 28029 Madrid Spain
- Institut de Biomedicina, Universitat de Barcelona; Av. Diagonal 643 08028 Barcelona Spain
- Neuroscience Research Australia; Barker St Randwick 2031 Sydney New South Wales Australia
- School of Medical Sciences, University of New South Wales; High St, Kensington 2052 Sydney New South Wales Australia
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Maier R, Moser G, Chen GB, Ripke S, Coryell W, Potash JB, Scheftner WA, Shi J, Weissman MM, Hultman CM, Landén M, Levinson DF, Kendler KS, Smoller JW, Wray NR, Lee SH, Absher D, Agartz I, Akil H, Amin F, Andreassen O, Anjorin A, Anney R, Arking D, Asherson P, Azevedo M, Backlund L, Badner J, Bailey A, Banaschewski T, Barchas J, Barnes M, Barrett T, Bass N, Battaglia A, Bauer M, Bayés M, Bellivier F, Bergen S, Berrettini W, Betancur C, Bettecken T, Biederman J, Binder E, Black D, Blackwood D, Bloss C, Boehnke M, Boomsma D, Breen G, Breuer R, Bruggeman R, Buccola N, Buitelaar J, Bunney W, Buxbaum J, Byerley W, Caesar S, Cahn W, Cantor R, Casas M, Chakravarti A, Chambert K, Choudhury K, Cichon S, Cloninger C, Collier D, Cook E, Coon H, Cormand B, Cormican P, Corvin A, Coryell W, Craddock N, Craig D, Craig I, Crosbie J, Cuccaro M, Curtis D, Czamara D, Daly M, Datta S, Dawson G, Day R, De Geus E, Degenhardt F, Devlin B, Djurovic S, Donohoe G, Doyle A, Duan J, Dudbridge F, Duketis E, Ebstein R, Edenberg H, Elia J, Ennis S, Etain B, Fanous A, Faraone S, Farmer A, Ferrier I, Flickinger M, Fombonne E, Foroud T, Frank J, Franke B, Fraser C, Freedman R, Freimer N, Freitag C, Friedl M, Frisén L, Gallagher L, Gejman P, Georgieva L, Gershon E, Geschwind D, Giegling I, Gill M, Gordon S, Gordon-Smith K, Green E, Greenwood T, Grice D, Gross M, Grozeva D, Guan W, Gurling H, De Haan L, Haines J, Hakonarson H, Hallmayer J, Hamilton S, Hamshere M, Hansen T, Hartmann A, Hautzinger M, Heath A, Henders A, Herms S, Hickie I, Hipolito M, Hoefels S, Holmans P, Holsboer F, Hoogendijk W, Hottenga JJ, Hultman C, Hus V, Ingason A, Ising M, Jamain S, Jones I, Jones L, Kähler A, Kahn R, Kandaswamy R, Keller M, Kelsoe J, Kendler K, Kennedy J, Kenny E, Kent L, Kim Y, Kirov G, Klauck S, Klei L, Knowles J, Kohli M, Koller D, Konte B, Korszun A, Krabbendam L, Krasucki R, Kuntsi J, Kwan P, Landén M, Långström N, Lathrop M, Lawrence J, Lawson W, Leboyer M, Ledbetter D, Lee P, Lencz T, Lesch KP, Levinson D, Lewis C, Li J, Lichtenstein P, Lieberman J, Lin DY, Linszen D, Liu C, Lohoff F, Loo S, Lord C, Lowe J, Lucae S, MacIntyre D, Madden P, Maestrini E, Magnusson P, Mahon P, Maier W, Malhotra A, Mane S, Martin C, Martin N, Mattheisen M, Matthews K, Mattingsdal M, McCarroll S, McGhee K, McGough J, McGrath P, McGuffin P, McInnis M, McIntosh A, McKinney R, McLean A, McMahon F, McMahon W, McQuillin A, Medeiros H, Medland S, Meier S, Melle I, Meng F, Meyer J, Middeldorp C, Middleton L, Milanova V, Miranda A, Monaco A, Montgomery G, Moran J, Moreno-De-Luca D, Morken G, Morris D, Morrow E, Moskvina V, Mowry B, Muglia P, Mühleisen T, Müller-Myhsok B, Murtha M, Myers R, Myin-Germeys I, Neale B, Nelson S, Nievergelt C, Nikolov I, Nimgaonkar V, Nolen W, Nöthen M, Nurnberger J, Nwulia E, Nyholt D, O’Donovan M, O’Dushlaine C, Oades R, Olincy A, Oliveira G, Olsen L, Ophoff R, Osby U, Owen M, Palotie A, Parr J, Paterson A, Pato C, Pato M, Penninx B, Pergadia M, Pericak-Vance M, Perlis R, Pickard B, Pimm J, Piven J, Posthuma D, Potash J, Poustka F, Propping P, Purcell S, Puri V, Quested D, Quinn E, Ramos-Quiroga J, Rasmussen H, Raychaudhuri S, Rehnström K, Reif A, Ribasés M, Rice J, Rietschel M, Ripke S, Roeder K, Roeyers H, Rossin L, Rothenberger A, Rouleau G, Ruderfer D, Rujescu D, Sanders A, Sanders S, Santangelo S, Schachar R, Schalling M, Schatzberg A, Scheftner W, Schellenberg G, Scherer S, Schork N, Schulze T, Schumacher J, Schwarz M, Scolnick E, Scott L, Sergeant J, Shi J, Shilling P, Shyn S, Silverman J, Sklar P, Slager S, Smalley S, Smit J, Smith E, Smoller J, Sonuga-Barke E, St Clair D, State M, Steffens M, Steinhausen HC, Strauss J, Strohmaier J, Stroup T, Sullivan P, Sutcliffe J, Szatmari P, Szelinger S, Thapar A, Thirumalai S, Thompson R, Todorov A, Tozzi F, Treutlein J, Tzeng JY, Uhr M, van den Oord E, Van Grootheest G, Van Os J, Vicente A, Vieland V, Vincent J, Visscher P, Walsh C, Wassink T, Watson S, Weiss L, Weissman M, Werge T, Wienker T, Wiersma D, Wijsman E, Willemsen G, Williams N, Willsey A, Witt S, Wray N, Xu W, Young A, Yu T, Zammit S, Zandi P, Zhang P, Zitman F, Zöllner S. Joint analysis of psychiatric disorders increases accuracy of risk prediction for schizophrenia, bipolar disorder, and major depressive disorder. Am J Hum Genet 2015; 96:283-94. [PMID: 25640677 PMCID: PMC4320268 DOI: 10.1016/j.ajhg.2014.12.006] [Citation(s) in RCA: 163] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Accepted: 12/08/2014] [Indexed: 12/11/2022] Open
Abstract
Genetic risk prediction has several potential applications in medical research and clinical practice and could be used, for example, to stratify a heterogeneous population of patients by their predicted genetic risk. However, for polygenic traits, such as psychiatric disorders, the accuracy of risk prediction is low. Here we use a multivariate linear mixed model and apply multi-trait genomic best linear unbiased prediction for genetic risk prediction. This method exploits correlations between disorders and simultaneously evaluates individual risk for each disorder. We show that the multivariate approach significantly increases the prediction accuracy for schizophrenia, bipolar disorder, and major depressive disorder in the discovery as well as in independent validation datasets. By grouping SNPs based on genome annotation and fitting multiple random effects, we show that the prediction accuracy could be further improved. The gain in prediction accuracy of the multivariate approach is equivalent to an increase in sample size of 34% for schizophrenia, 68% for bipolar disorder, and 76% for major depressive disorders using single trait models. Because our approach can be readily applied to any number of GWAS datasets of correlated traits, it is a flexible and powerful tool to maximize prediction accuracy. With current sample size, risk predictors are not useful in a clinical setting but already are a valuable research tool, for example in experimental designs comparing cases with high and low polygenic risk.
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Bacchelli E, Battaglia A, Cameli C, Lomartire S, Tancredi R, Thomson S, Sutcliffe JS, Maestrini E. Analysis of CHRNA7 rare variants in autism spectrum disorder susceptibility. Am J Med Genet A 2015; 167A:715-23. [PMID: 25655306 DOI: 10.1002/ajmg.a.36847] [Citation(s) in RCA: 34] [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: 05/16/2014] [Accepted: 09/30/2014] [Indexed: 11/11/2022]
Abstract
Chromosome 15q13.3 recurrent microdeletions are causally associated with a wide range of phenotypes, including autism spectrum disorder (ASD), seizures, intellectual disability, and other psychiatric conditions. Whether the reciprocal microduplication is pathogenic is less certain. CHRNA7, encoding for the alpha7 subunit of the neuronal nicotinic acetylcholine receptor, is considered the likely culprit gene in mediating neurological phenotypes in 15q13.3 deletion cases. To assess if CHRNA7 rare variants confer risk to ASD, we performed copy number variant analysis and Sanger sequencing of the CHRNA7 coding sequence in a sample of 135 ASD cases. Sequence variation in this gene remains largely unexplored, given the existence of a fusion gene, CHRFAM7A, which includes a nearly identical partial duplication of CHRNA7. Hence, attempts to sequence coding exons must distinguish between CHRNA7 and CHRFAM7A, making next-generation sequencing approaches unreliable for this purpose. A CHRNA7 microduplication was detected in a patient with autism and moderate cognitive impairment; while no rare damaging variants were identified in the coding region, we detected rare variants in the promoter region, previously described to functionally reduce transcription. This study represents the first sequence variant analysis of CHRNA7 in a sample of idiopathic autism.
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Affiliation(s)
- Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
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Leblond CS, Nava C, Polge A, Gauthier J, Huguet G, Lumbroso S, Giuliano F, Stordeur C, Depienne C, Mouzat K, Pinto D, Howe J, Lemière N, Durand CM, Guibert J, Ey E, Toro R, Peyre H, Mathieu A, Amsellem F, Rastam M, Gillberg IC, Rappold GA, Holt R, Monaco AP, Maestrini E, Galan P, Heron D, Jacquette A, Afenjar A, Rastetter A, Brice A, Devillard F, Assouline B, Laffargue F, Lespinasse J, Chiesa J, Rivier F, Bonneau D, Regnault B, Zelenika D, Delepine M, Lathrop M, Sanlaville D, Schluth-Bolard C, Edery P, Perrin L, Tabet AC, Schmeisser MJ, Boeckers TM, Coleman M, Sato D, Szatmari P, Scherer SW, Rouleau GA, Betancur C, Leboyer M, Gillberg C, Delorme R, Bourgeron T. Meta-analysis of SHANK Mutations in Autism Spectrum Disorders: a gradient of severity in cognitive impairments. PLoS Genet 2014; 10:e1004580. [PMID: 25188300 PMCID: PMC4154644 DOI: 10.1371/journal.pgen.1004580] [Citation(s) in RCA: 401] [Impact Index Per Article: 40.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2014] [Accepted: 07/08/2014] [Indexed: 11/18/2022] Open
Abstract
SHANK genes code for scaffold proteins located at the post-synaptic density of glutamatergic synapses. In neurons, SHANK2 and SHANK3 have a positive effect on the induction and maturation of dendritic spines, whereas SHANK1 induces the enlargement of spine heads. Mutations in SHANK genes have been associated with autism spectrum disorders (ASD), but their prevalence and clinical relevance remain to be determined. Here, we performed a new screen and a meta-analysis of SHANK copy-number and coding-sequence variants in ASD. Copy-number variants were analyzed in 5,657 patients and 19,163 controls, coding-sequence variants were ascertained in 760 to 2,147 patients and 492 to 1,090 controls (depending on the gene), and, individuals carrying de novo or truncating SHANK mutations underwent an extensive clinical investigation. Copy-number variants and truncating mutations in SHANK genes were present in ∼1% of patients with ASD: mutations in SHANK1 were rare (0.04%) and present in males with normal IQ and autism; mutations in SHANK2 were present in 0.17% of patients with ASD and mild intellectual disability; mutations in SHANK3 were present in 0.69% of patients with ASD and up to 2.12% of the cases with moderate to profound intellectual disability. In summary, mutations of the SHANK genes were detected in the whole spectrum of autism with a gradient of severity in cognitive impairment. Given the rare frequency of SHANK1 and SHANK2 deleterious mutations, the clinical relevance of these genes remains to be ascertained. In contrast, the frequency and the penetrance of SHANK3 mutations in individuals with ASD and intellectual disability—more than 1 in 50—warrant its consideration for mutation screening in clinical practice. Autism spectrum disorders (ASD) are a heterogeneous group of neurodevelopmental disorders. Mutations altering genes involved in the junction between brain cells have been repeatedly associated in ASD. For example, SHANK1, SHANK2 and SHANK3 emerged as one family of genes that are associated with ASD. However, little was known about the number of patients carrying these mutations and the clinical outcome. Here, we performed a new genetic screen of SHANK mutations and these results were analyzed in combination with those of the literature. In summary, SHANK mutations account for ∼1% of patients with ASD and were detected in the whole spectrum of autism with a gradient of severity in cognitive impairment: mutations in SHANK1 were rare (0.04%) and present in males with normal IQ and autism; mutations in SHANK2 were present in 0.17% of patients with ASD and mild intellectual disability; mutations in SHANK3 were present in 0.69% of patients with ASD and up to 2.12% of the cases with moderate to profound intellectual disability. Given the high frequency and impact of SHANK3 mutations in individuals with ASD and intellectual disability—more than 1 in 50—this gene should be screened for mutations in clinical practice.
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Affiliation(s)
- Claire S. Leblond
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | - Caroline Nava
- INSERM U975 - CRICM, Institut du cerveau et de la moelle épinière (ICM), CNRS 7225 - CRICM, Hôpital Pitié-Salpêtrière, Paris, France
- Sorbonne Universités, UPMC Univ Paris 6, Paris, France
- UMR_S 975, Paris, France
| | - Anne Polge
- Laboratoire de Biochimie, CHU Nîmes, Nîmes, France
| | - Julie Gauthier
- Molecular Diagnostic Laboratory and Division of Medical Genetics, CHU Sainte-Justine, Montreal, Quebec, Canada
| | - Guillaume Huguet
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | | | - Fabienne Giuliano
- Department of Medical Genetics, Nice Teaching Hospital, Nice, France
| | - Coline Stordeur
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
- Assistance Publique-Hôpitaux de Paris, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | - Christel Depienne
- INSERM U975 - CRICM, Institut du cerveau et de la moelle épinière (ICM), CNRS 7225 - CRICM, Hôpital Pitié-Salpêtrière, Paris, France
- Sorbonne Universités, UPMC Univ Paris 6, Paris, France
- UMR_S 975, Paris, France
| | - Kevin Mouzat
- Laboratoire de Biochimie, CHU Nîmes, Nîmes, France
| | - Dalila Pinto
- Departments of Psychiatry, Genetics and Genomic Sciences, Seaver Autism Center, The Mindich Child Health & Development Institute, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Jennifer Howe
- The Centre for Applied Genomics, The Hospital for Sick Children and the University of Toronto McLaughlin Centre, Toronto, Canada
| | - Nathalie Lemière
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | - Christelle M. Durand
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | - Jessica Guibert
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | - Elodie Ey
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | - Roberto Toro
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | - Hugo Peyre
- Laboratoire de Sciences Cognitives et Psycholinguistique, École Normale Supérieure, CNRS, EHESS, Paris, France
| | - Alexandre Mathieu
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
| | - Frédérique Amsellem
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- Assistance Publique-Hôpitaux de Paris, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
- FondaMental Foundation, Créteil, France
| | - Maria Rastam
- Department of Clinical Sciences in Lund, Lund University, Lund, Sweden
| | - I. Carina Gillberg
- Gillberg Neuropsychiatry Centre, University of Gothenburg, Gothenburg, Sweden
| | - Gudrun A. Rappold
- Department of Molecular Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Richard Holt
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Anthony P. Monaco
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Pilar Galan
- Nutritional Epidemiology Research Unit, INSERM U557, INRA U1125, CNAM, University of Paris 13, CRNH IdF, Bobigny, France
| | - Delphine Heron
- Assistance Publique-Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Département de Génétique et de Cytogénétique, Unité fonctionnelle de génétique clinique, Paris, France
- Centre de Référence “Déficiences intellectuelles de causes rares”, Paris, France and Groupe de Recherche Clinique “Déficience intellectuelle et autisme”, UPMC, Paris, France
- Assistance Publique-Hôpitaux de Paris, Hôpital Armand Trousseau, Service de Neuropédiatrie, Paris, France
| | - Aurélia Jacquette
- Assistance Publique-Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Département de Génétique et de Cytogénétique, Unité fonctionnelle de génétique clinique, Paris, France
- Centre de Référence “Déficiences intellectuelles de causes rares”, Paris, France and Groupe de Recherche Clinique “Déficience intellectuelle et autisme”, UPMC, Paris, France
| | - Alexandra Afenjar
- Assistance Publique-Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Département de Génétique et de Cytogénétique, Unité fonctionnelle de génétique clinique, Paris, France
- Centre de Référence “Déficiences intellectuelles de causes rares”, Paris, France and Groupe de Recherche Clinique “Déficience intellectuelle et autisme”, UPMC, Paris, France
- Assistance Publique-Hôpitaux de Paris, Hôpital Armand Trousseau, Service de Neuropédiatrie, Paris, France
| | - Agnès Rastetter
- INSERM U975 - CRICM, Institut du cerveau et de la moelle épinière (ICM), CNRS 7225 - CRICM, Hôpital Pitié-Salpêtrière, Paris, France
- Sorbonne Universités, UPMC Univ Paris 6, Paris, France
- UMR_S 975, Paris, France
| | - Alexis Brice
- INSERM U975 - CRICM, Institut du cerveau et de la moelle épinière (ICM), CNRS 7225 - CRICM, Hôpital Pitié-Salpêtrière, Paris, France
- Sorbonne Universités, UPMC Univ Paris 6, Paris, France
- UMR_S 975, Paris, France
| | - Françoise Devillard
- Département de génétique et procréation, Hôpital Couple-Enfant, Grenoble, France
| | | | - Fanny Laffargue
- Service de Génétique Médicale, Centre Hospitalier Universitaire Estaing, Clermont-Ferrand, France
| | - James Lespinasse
- UF de Génétique Chromosomique, Centre Hospitalier de Chambéry – Hôtel-dieu, Chambéry, France
| | - Jean Chiesa
- UF de Cytogénétique et Génétique Médicale, Hôpital Caremeau, Nîmes, France
| | - François Rivier
- CHRU Montpellier, Neuropédiatrie CR Maladies Neuromusculaires, Montpellier, France
- U1046, INSERM, Université Montpellier 1 et 2, Montpellier, France
| | - Dominique Bonneau
- LUNAM Université, INSERM U1083 et CNRS UMR 6214, Angers, France
- Centre Hospitalier Universitaire, Département de Biochimie et Génétique, Angers, France
| | - Beatrice Regnault
- Eukaryote Genotyping Platform, Genopole, Institut Pasteur, Paris, France
| | | | | | | | - Damien Sanlaville
- Hospices Civils de Lyon, CHU de Lyon, Départment de Génétique, Centre de Recherche en Neurosciences de Lyon, CNRS UMR 5292, INSERM U1028, Claude Bernard Lyon I University, Bron, France
| | - Caroline Schluth-Bolard
- Hospices Civils de Lyon, CHU de Lyon, Départment de Génétique, Centre de Recherche en Neurosciences de Lyon, CNRS UMR 5292, INSERM U1028, Claude Bernard Lyon I University, Bron, France
| | - Patrick Edery
- Hospices Civils de Lyon, CHU de Lyon, Départment de Génétique, Centre de Recherche en Neurosciences de Lyon, CNRS UMR 5292, INSERM U1028, Claude Bernard Lyon I University, Bron, France
| | - Laurence Perrin
- Assistance Publique-Hôpitaux de Paris, Hôpital Robert Debré, Genetic department, Cytogenetic Unit, Paris, France
| | - Anne Claude Tabet
- Assistance Publique-Hôpitaux de Paris, Hôpital Robert Debré, Genetic department, Cytogenetic Unit, Paris, France
| | | | | | - Mary Coleman
- Foundation for Autism Research, Sarasota, Florida, United States of America
| | - Daisuke Sato
- The Centre for Applied Genomics, The Hospital for Sick Children and the University of Toronto McLaughlin Centre, Toronto, Canada
| | - Peter Szatmari
- The Centre for Applied Genomics, The Hospital for Sick Children and the University of Toronto McLaughlin Centre, Toronto, Canada
| | - Stephen W. Scherer
- The Centre for Applied Genomics, The Hospital for Sick Children and the University of Toronto McLaughlin Centre, Toronto, Canada
| | - Guy A. Rouleau
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Catalina Betancur
- Sorbonne Universités, UPMC Univ Paris 6, Paris, France
- INSERM U1130, Paris, France
- CNRS UMR 8246, Paris, France
| | - Marion Leboyer
- FondaMental Foundation, Créteil, France
- INSERM U955, Psychiatrie Génétique, Créteil, France
- Université Paris Est, Faculté de Médecine, Créteil, France
- Assistance Publique-Hôpitaux de Paris, DHU PePSY, Pôle de Psychiatrie et d'Addictologie des Hôpitaux Universitaires Henri Mondor, Créteil, France
| | - Christopher Gillberg
- Gillberg Neuropsychiatry Centre, University of Gothenburg, Gothenburg, Sweden
- Institute of Child Health, University College London, London, United Kingdom
| | - Richard Delorme
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
- Assistance Publique-Hôpitaux de Paris, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
- FondaMental Foundation, Créteil, France
| | - Thomas Bourgeron
- Institut Pasteur, Human Genetics and Cognitive Functions Unit, Paris, France
- CNRS UMR 3571 Genes, Synapses and Cognition, Institut Pasteur, Paris, France
- University Paris Diderot, Sorbonne Paris Cité, Human Genetics and Cognitive Functions, Paris, France
- FondaMental Foundation, Créteil, France
- * E-mail:
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Bacchelli E, Ceroni F, Pinto D, Lomartire S, Giannandrea M, D'Adamo P, Bonora E, Parchi P, Tancredi R, Battaglia A, Maestrini E. A CTNNA3 compound heterozygous deletion implicates a role for αT-catenin in susceptibility to autism spectrum disorder. J Neurodev Disord 2014; 6:17. [PMID: 25050139 PMCID: PMC4104741 DOI: 10.1186/1866-1955-6-17] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2014] [Accepted: 06/25/2014] [Indexed: 11/14/2022] Open
Abstract
Background Autism spectrum disorder (ASD) is a highly heritable, neurodevelopmental condition showing extreme genetic heterogeneity. While it is well established that rare genetic variation, both de novo and inherited, plays an important role in ASD risk, recent studies also support a rare recessive contribution. Methods We identified a compound heterozygous deletion intersecting the CTNNA3 gene, encoding αT-catenin, in a proband with ASD and moderate intellectual disability. The deletion breakpoints were mapped at base-pair resolution, and segregation analysis was performed. We compared the frequency of CTNNA3 exonic deletions in 2,147 ASD cases from the Autism Genome Project (AGP) study versus the frequency in 6,639 controls. Western blot analysis was performed to get a quantitative characterisation of Ctnna3 expression during early brain development in mouse. Results The CTNNA3 compound heterozygous deletion includes a coding exon, leading to a putative frameshift and premature stop codon. Segregation analysis in the family showed that the unaffected sister is heterozygote for the deletion, having only inherited the paternal deletion. While the frequency of CTNNA3 exonic deletions is not significantly different between ASD cases and controls, no homozygous or compound heterozygous exonic deletions were found in a sample of over 6,000 controls. Expression analysis of Ctnna3 in the mouse cortex and hippocampus (P0-P90) provided support for its role in the early stage of brain development. Conclusion The finding of a rare compound heterozygous CTNNA3 exonic deletion segregating with ASD, the absence of CTNNA3 homozygous exonic deletions in controls and the high expression of Ctnna3 in both brain areas analysed implicate CTNNA3 in ASD susceptibility.
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Affiliation(s)
- Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, via Selmi 3, Bologna 40126, Italy
| | - Fabiola Ceroni
- Department of Pharmacy and Biotechnology, University of Bologna, via Selmi 3, Bologna 40126, Italy
| | - Dalila Pinto
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA ; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA ; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA ; The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Silvia Lomartire
- Department of Pharmacy and Biotechnology, University of Bologna, via Selmi 3, Bologna 40126, Italy
| | - Maila Giannandrea
- Dulbecco Telethon Institute at San Raffaele Scientific Institute, Division of Neuroscience, Milan 20132, Italy
| | - Patrizia D'Adamo
- Dulbecco Telethon Institute at San Raffaele Scientific Institute, Division of Neuroscience, Milan 20132, Italy ; Vita-Salute San Raffaele University, Milan 20132, Italy
| | - Elena Bonora
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital, University of Bologna, Bologna 40138, Italy
| | - Piero Parchi
- IRCCS Institute of Neurological Sciences, Bologna 40139, Italy ; Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna 40139, Italy
| | - Raffaella Tancredi
- Stella Maris Clinical Research Institute for Child and Adolescent Neuropsychiatry, Calambrone, Pisa 56128, Italy
| | - Agatino Battaglia
- Stella Maris Clinical Research Institute for Child and Adolescent Neuropsychiatry, Calambrone, Pisa 56128, Italy
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, via Selmi 3, Bologna 40126, Italy
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Pinto D, Delaby E, Merico D, Barbosa M, Merikangas A, Klei L, Thiruvahindrapuram B, Xu X, Ziman R, Wang Z, Vorstman JAS, Thompson A, Regan R, Pilorge M, Pellecchia G, Pagnamenta AT, Oliveira B, Marshall CR, Magalhaes TR, Lowe JK, Howe JL, Griswold AJ, Gilbert J, Duketis E, Dombroski BA, De Jonge MV, Cuccaro M, Crawford EL, Correia CT, Conroy J, Conceição IC, Chiocchetti AG, Casey JP, Cai G, Cabrol C, Bolshakova N, Bacchelli E, Anney R, Gallinger S, Cotterchio M, Casey G, Zwaigenbaum L, Wittemeyer K, Wing K, Wallace S, van Engeland H, Tryfon A, Thomson S, Soorya L, Rogé B, Roberts W, Poustka F, Mouga S, Minshew N, McInnes LA, McGrew SG, Lord C, Leboyer M, Le Couteur AS, Kolevzon A, Jiménez González P, Jacob S, Holt R, Guter S, Green J, Green A, Gillberg C, Fernandez BA, Duque F, Delorme R, Dawson G, Chaste P, Café C, Brennan S, Bourgeron T, Bolton PF, Bölte S, Bernier R, Baird G, Bailey AJ, Anagnostou E, Almeida J, Wijsman EM, Vieland VJ, Vicente AM, Schellenberg GD, Pericak-Vance M, Paterson AD, Parr JR, Oliveira G, Nurnberger JI, Monaco AP, Maestrini E, Klauck SM, Hakonarson H, Haines JL, Geschwind DH, Freitag CM, Folstein SE, Ennis S, Coon H, Battaglia A, Szatmari P, Sutcliffe JS, Hallmayer J, Gill M, Cook EH, Buxbaum JD, Devlin B, Gallagher L, Betancur C, Scherer SW. Convergence of genes and cellular pathways dysregulated in autism spectrum disorders. Am J Hum Genet 2014; 94:677-94. [PMID: 24768552 PMCID: PMC4067558 DOI: 10.1016/j.ajhg.2014.03.018] [Citation(s) in RCA: 659] [Impact Index Per Article: 65.9] [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: 11/15/2013] [Accepted: 03/25/2014] [Indexed: 12/15/2022] Open
Abstract
Rare copy-number variation (CNV) is an important source of risk for autism spectrum disorders (ASDs). We analyzed 2,446 ASD-affected families and confirmed an excess of genic deletions and duplications in affected versus control groups (1.41-fold, p = 1.0 × 10−5) and an increase in affected subjects carrying exonic pathogenic CNVs overlapping known loci associated with dominant or X-linked ASD and intellectual disability (odds ratio = 12.62, p = 2.7 × 10−15, ∼3% of ASD subjects). Pathogenic CNVs, often showing variable expressivity, included rare de novo and inherited events at 36 loci, implicating ASD-associated genes (CHD2, HDAC4, and GDI1) previously linked to other neurodevelopmental disorders, as well as other genes such as SETD5, MIR137, and HDAC9. Consistent with hypothesized gender-specific modulators, females with ASD were more likely to have highly penetrant CNVs (p = 0.017) and were also overrepresented among subjects with fragile X syndrome protein targets (p = 0.02). Genes affected by de novo CNVs and/or loss-of-function single-nucleotide variants converged on networks related to neuronal signaling and development, synapse function, and chromatin regulation.
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Affiliation(s)
- Dalila Pinto
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Elsa Delaby
- Institut National de la Santé et de la Recherche Médicale U1130, 75005 Paris, France; Centre National de la Recherche Scientifique UMR 8246, 75005 Paris, France; Neuroscience Paris Seine, Université Pierre et Marie Curie (Paris 6), Sorbonne Universités, 75005 Paris, France
| | - Daniele Merico
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada
| | - Mafalda Barbosa
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Alison Merikangas
- Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin 8, Ireland
| | - Lambertus Klei
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Bhooma Thiruvahindrapuram
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada
| | - Xiao Xu
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Robert Ziman
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada
| | - Zhuozhi Wang
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada
| | - Jacob A S Vorstman
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, 3584CX Utrecht, the Netherlands
| | - Ann Thompson
- Department of Psychiatry and Behavioural Neurosciences, Offord Centre for Child Studies, McMaster University, Hamilton, ON L8S 4K1, Canada
| | - Regina Regan
- National Children's Research Centre, Our Lady's Children's Hospital, Dublin 12, Ireland; Academic Centre on Rare Diseases, School of Medicine and Medical Science, University College Dublin, Dublin 4, Ireland
| | - Marion Pilorge
- Institut National de la Santé et de la Recherche Médicale U1130, 75005 Paris, France; Centre National de la Recherche Scientifique UMR 8246, 75005 Paris, France; Neuroscience Paris Seine, Université Pierre et Marie Curie (Paris 6), Sorbonne Universités, 75005 Paris, France
| | - Giovanna Pellecchia
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada
| | | | - Bárbara Oliveira
- Instituto Nacional de Saúde Doutor Ricardo Jorge, 1649-016 Lisboa, Portugal; Center for Biodiversity, Functional, & Integrative Genomics, Faculty of Sciences, University of Lisbon, 1749-016 Lisboa, Portugal
| | - Christian R Marshall
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada; McLaughlin Centre, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Tiago R Magalhaes
- National Children's Research Centre, Our Lady's Children's Hospital, Dublin 12, Ireland; Academic Centre on Rare Diseases, School of Medicine and Medical Science, University College Dublin, Dublin 4, Ireland
| | - Jennifer K Lowe
- Department of Neurology and Center for Autism Research and Treatment, Semel Institute, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Jennifer L Howe
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada
| | - Anthony J Griswold
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - John Gilbert
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Eftichia Duketis
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Goethe University, 60528 Frankfurt am Main, Germany
| | - Beth A Dombroski
- Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Maretha V De Jonge
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, 3584CX Utrecht, the Netherlands
| | - Michael Cuccaro
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Emily L Crawford
- Vanderbilt Brain Institute, Center for Human Genetics Research, and Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN 37232, USA
| | - Catarina T Correia
- Instituto Nacional de Saúde Doutor Ricardo Jorge, 1649-016 Lisboa, Portugal; Center for Biodiversity, Functional, & Integrative Genomics, Faculty of Sciences, University of Lisbon, 1749-016 Lisboa, Portugal
| | - Judith Conroy
- Academic Centre on Rare Diseases, School of Medicine and Medical Science, University College Dublin, Dublin 4, Ireland; Children's University Hospital Temple Street, Dublin 1, Ireland
| | - Inês C Conceição
- Instituto Nacional de Saúde Doutor Ricardo Jorge, 1649-016 Lisboa, Portugal; Center for Biodiversity, Functional, & Integrative Genomics, Faculty of Sciences, University of Lisbon, 1749-016 Lisboa, Portugal
| | - Andreas G Chiocchetti
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Goethe University, 60528 Frankfurt am Main, Germany
| | - Jillian P Casey
- National Children's Research Centre, Our Lady's Children's Hospital, Dublin 12, Ireland; Academic Centre on Rare Diseases, School of Medicine and Medical Science, University College Dublin, Dublin 4, Ireland
| | - Guiqing Cai
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Christelle Cabrol
- Institut National de la Santé et de la Recherche Médicale U1130, 75005 Paris, France; Centre National de la Recherche Scientifique UMR 8246, 75005 Paris, France; Neuroscience Paris Seine, Université Pierre et Marie Curie (Paris 6), Sorbonne Universités, 75005 Paris, France
| | - Nadia Bolshakova
- Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin 8, Ireland
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy
| | - Richard Anney
- Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin 8, Ireland
| | - Steven Gallinger
- Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada
| | | | - Graham Casey
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Lonnie Zwaigenbaum
- Department of Pediatrics, University of Alberta, Edmonton, AB T6B 2H3, Canada
| | | | - Kirsty Wing
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Simon Wallace
- Department of Psychiatry, University of Oxford and Warneford Hospital, Oxford OX3 7JX, UK
| | - Herman van Engeland
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, 3584CX Utrecht, the Netherlands
| | - Ana Tryfon
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Susanne Thomson
- Vanderbilt Brain Institute, Center for Human Genetics Research, and Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN 37232, USA
| | - Latha Soorya
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Bernadette Rogé
- Unité de Recherche Interdisciplinaire Octogone, Centre d'Etudes et de Recherches en Psychopathologie, Toulouse 2 University, 31058 Toulouse, France
| | - Wendy Roberts
- Autism Research Unit, The Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Fritz Poustka
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Goethe University, 60528 Frankfurt am Main, Germany
| | - Susana Mouga
- Unidade de Neurodesenvolvimento e Autismo do Serviço do Centro de Desenvolvimento da Criança and Centro de Investigação e Formação Clinica, Pediatric Hospital, Centro Hospitalar e Universitário de Coimbra, 3000-602 Coimbra, Portugal; University Clinic of Pediatrics and Institute for Biomedical Imaging and Life Science, Faculty of Medicine, University of Coimbra, 3000-354 Coimbra, Portugal
| | - Nancy Minshew
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - L Alison McInnes
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Susan G McGrew
- Department of Pediatrics, Vanderbilt University, Nashville, TN 37232, USA
| | - Catherine Lord
- NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY 10065, USA
| | - Marion Leboyer
- FondaMental Foundation, 94010 Créteil, France; Institut National de la Santé et de la Recherche U955, Psychiatrie Génétique, 94010 Créteil, France; Faculté de Médecine, Université Paris Est, 94010 Créteil, France; Department of Psychiatry, Henri Mondor-Albert Chenevier Hospital, Assistance Publique - Hôpitaux de Paris, 94010 Créteil, France
| | - Ann S Le Couteur
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne NE1 4LP, UK
| | - Alexander Kolevzon
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Patricia Jiménez González
- Child Developmental and Behavioral Unit, Hospital Nacional de Niños Dr. Sáenz Herrera, Caja Costarricense de Seguro Social, San José, Costa Rica
| | - Suma Jacob
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL 60608, USA; Institute of Translational Neuroscience and Department of Psychiatry, University of Minnesota, Minneapolis, MN 55455, USA
| | - Richard Holt
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Stephen Guter
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL 60608, USA
| | - Jonathan Green
- Institute of Brain, Behaviour, and Mental Health, University of Manchester, Manchester M13 9PL, UK; Manchester Academic Health Sciences Centre, Manchester M13 9NT, UK
| | - Andrew Green
- Academic Centre on Rare Diseases, School of Medicine and Medical Science, University College Dublin, Dublin 4, Ireland; National Centre for Medical Genetics, Our Lady's Children's Hospital, Dublin 12, Ireland
| | - Christopher Gillberg
- Gillberg Neuropsychiatry Centre, University of Gothenburg, 41119 Gothenburg, Sweden
| | - Bridget A Fernandez
- Discipline of Genetics, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL A1B 3V6, Canada
| | - Frederico Duque
- Unidade de Neurodesenvolvimento e Autismo do Serviço do Centro de Desenvolvimento da Criança and Centro de Investigação e Formação Clinica, Pediatric Hospital, Centro Hospitalar e Universitário de Coimbra, 3000-602 Coimbra, Portugal; University Clinic of Pediatrics and Institute for Biomedical Imaging and Life Science, Faculty of Medicine, University of Coimbra, 3000-354 Coimbra, Portugal
| | - Richard Delorme
- FondaMental Foundation, 94010 Créteil, France; Human Genetics and Cognitive Functions Unit, Institut Pasteur, 75015 Paris, France; Centre National de la Recherche Scientifique URA 2182 (Genes, Synapses, and Cognition), Institut Pasteur, 75015 Paris, France; Department of Child and Adolescent Psychiatry, Robert Debré Hospital, Assistance Publique - Hôpitaux de Paris, 75019 Paris, France
| | - Geraldine Dawson
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27710, USA
| | - Pauline Chaste
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; FondaMental Foundation, 94010 Créteil, France
| | - Cátia Café
- Unidade de Neurodesenvolvimento e Autismo do Serviço do Centro de Desenvolvimento da Criança and Centro de Investigação e Formação Clinica, Pediatric Hospital, Centro Hospitalar e Universitário de Coimbra, 3000-602 Coimbra, Portugal
| | - Sean Brennan
- Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin 8, Ireland
| | - Thomas Bourgeron
- FondaMental Foundation, 94010 Créteil, France; Human Genetics and Cognitive Functions Unit, Institut Pasteur, 75015 Paris, France; Centre National de la Recherche Scientifique URA 2182 (Genes, Synapses, and Cognition), Institut Pasteur, 75015 Paris, France; University Paris Diderot, Sorbonne Paris Cité, 75013 Paris, France
| | - Patrick F Bolton
- Institute of Psychiatry, King's College London, London SE5 8AF, UK; South London & Maudsley Biomedical Research Centre for Mental Health, London SE5 8AF, UK
| | - Sven Bölte
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University of Frankfurt, 60528 Frankfurt, Germany
| | - Raphael Bernier
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA 98195, USA
| | - Gillian Baird
- Paediatric Neurodisability, King's Health Partners, King's College London, London WC2R 2LS, UK
| | - Anthony J Bailey
- Department of Psychiatry, University of Oxford and Warneford Hospital, Oxford OX3 7JX, UK
| | - Evdokia Anagnostou
- Bloorview Research Institute, University of Toronto, Toronto, ON M4G 1R8, Canada
| | - Joana Almeida
- Unidade de Neurodesenvolvimento e Autismo do Serviço do Centro de Desenvolvimento da Criança and Centro de Investigação e Formação Clinica, Pediatric Hospital, Centro Hospitalar e Universitário de Coimbra, 3000-602 Coimbra, Portugal
| | - Ellen M Wijsman
- Division of Medical Genetics, Department of Medicine, University of Washington, Seattle, WA 98195, USA; Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Veronica J Vieland
- Battelle Center for Mathematical Medicine, The Research Institute at Nationwide Children's Hospital, Columbus, OH 43205, USA
| | - Astrid M Vicente
- Instituto Nacional de Saúde Doutor Ricardo Jorge, 1649-016 Lisboa, Portugal; Center for Biodiversity, Functional, & Integrative Genomics, Faculty of Sciences, University of Lisbon, 1749-016 Lisboa, Portugal
| | - Gerard D Schellenberg
- Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Margaret Pericak-Vance
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Andrew D Paterson
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada; Dalla Lana School of Public Health, Toronto, ON M5T 3M7, Canada
| | - Jeremy R Parr
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Guiomar Oliveira
- Unidade de Neurodesenvolvimento e Autismo do Serviço do Centro de Desenvolvimento da Criança and Centro de Investigação e Formação Clinica, Pediatric Hospital, Centro Hospitalar e Universitário de Coimbra, 3000-602 Coimbra, Portugal; University Clinic of Pediatrics and Institute for Biomedical Imaging and Life Science, Faculty of Medicine, University of Coimbra, 3000-354 Coimbra, Portugal
| | - John I Nurnberger
- Institute of Psychiatric Research, Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN 46202, USA; Department of Medical and Molecular Genetics and Program in Medical Neuroscience, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Anthony P Monaco
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; Office of the President, Tufts University, Medford, MA 02155, USA
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy
| | - Sabine M Klauck
- Division of Molecular Genome Analysis, German Cancer Research Center (Deutsches Krebsforschungszentrum), 69120 Heidelberg, Germany
| | - Hakon Hakonarson
- Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jonathan L Haines
- Vanderbilt Brain Institute, Center for Human Genetics Research, and Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN 37232, USA
| | - Daniel H Geschwind
- Department of Neurology and Center for Autism Research and Treatment, Semel Institute, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Christine M Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Goethe University, 60528 Frankfurt am Main, Germany
| | - Susan E Folstein
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Sean Ennis
- Academic Centre on Rare Diseases, School of Medicine and Medical Science, University College Dublin, Dublin 4, Ireland; National Centre for Medical Genetics, Our Lady's Children's Hospital, Dublin 12, Ireland
| | - Hilary Coon
- Utah Autism Research Program, Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT 84108, USA
| | - Agatino Battaglia
- Stella Maris Clinical Research Institute for Child and Adolescent Neuropsychiatry, 56128 Calambrone, Pisa, Italy
| | - Peter Szatmari
- Department of Psychiatry and Behavioural Neurosciences, Offord Centre for Child Studies, McMaster University, Hamilton, ON L8S 4K1, Canada
| | - James S Sutcliffe
- Vanderbilt Brain Institute, Center for Human Genetics Research, and Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN 37232, USA
| | - Joachim Hallmayer
- Department of Psychiatry, Stanford University Medical School, Stanford, CA 94305, USA
| | - Michael Gill
- Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin 8, Ireland
| | - Edwin H Cook
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL 60608, USA
| | - Joseph D Buxbaum
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Bernie Devlin
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Louise Gallagher
- Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin 8, Ireland
| | - Catalina Betancur
- Institut National de la Santé et de la Recherche Médicale U1130, 75005 Paris, France; Centre National de la Recherche Scientifique UMR 8246, 75005 Paris, France; Neuroscience Paris Seine, Université Pierre et Marie Curie (Paris 6), Sorbonne Universités, 75005 Paris, France.
| | - Stephen W Scherer
- Program in Genetics and Genome Biology, The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 1L7, Canada; McLaughlin Centre, University of Toronto, Toronto, ON M5S 1A1, Canada.
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19
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Bonora E, Graziano C, Minopoli F, Bacchelli E, Magini P, Diquigiovanni C, Lomartire S, Bianco F, Vargiolu M, Parchi P, Marasco E, Mantovani V, Rampoldi L, Trudu M, Parmeggiani A, Battaglia A, Mazzone L, Tortora G, Maestrini E, Seri M, Romeo G. Maternally inherited genetic variants of CADPS2 are present in autism spectrum disorders and intellectual disability patients. EMBO Mol Med 2014; 6:795-809. [PMID: 24737869 PMCID: PMC4203356 DOI: 10.1002/emmm.201303235] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [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] [Indexed: 12/23/2022] Open
Abstract
Intellectual disability (ID) and autism spectrum disorders (ASDs) are complex neuropsychiatric conditions, with overlapping clinical boundaries in many patients. We identified a novel intragenic deletion of maternal origin in two siblings with mild ID and epilepsy in the CADPS2 gene, encoding for a synaptic protein involved in neurotrophin release and interaction with dopamine receptor type 2 (D2DR). Mutation screening of 223 additional patients (187 with ASD and 36 with ID) identified a missense change of maternal origin disrupting CADPS2/D2DR interaction. CADPS2 allelic expression was tested in blood and different adult human brain regions, revealing that the gene was monoallelically expressed in blood and amygdala, and the expressed allele was the one of maternal origin. Cadps2 gene expression performed in mice at different developmental stages was biallelic in the postnatal and adult stages; however, a monoallelic (maternal) expression was detected in the embryonal stage, suggesting that CADPS2 is subjected to tissue- and temporal-specific regulation in human and mice. We suggest that CADPS2 variants may contribute to ID/ASD development, possibly through a parent-of-origin effect.
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Affiliation(s)
- Elena Bonora
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | - Claudio Graziano
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | - Fiorella Minopoli
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Pamela Magini
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | - Chiara Diquigiovanni
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | - Silvia Lomartire
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Francesca Bianco
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | - Manuela Vargiolu
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | - Piero Parchi
- Department of Neurology, University of Bologna, Bologna, Italy
| | | | - Vilma Mantovani
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy CRBA, S. Orsola-Malpighi Hospital, Bologna, Italy
| | - Luca Rampoldi
- Molecular Genetics of Renal Disorders Unit, Division of Genetics and Cell Biology San Raffaele Scientific Institute, Milan, Italy
| | - Matteo Trudu
- Molecular Genetics of Renal Disorders Unit, Division of Genetics and Cell Biology San Raffaele Scientific Institute, Milan, Italy
| | | | - Agatino Battaglia
- Stella Maris Clinical Research Institute for Child and Adolescent Neurology and Psychiatry, Calambrone (Pisa), Italy
| | - Luigi Mazzone
- Unit of Child Neuropsychiatry, IRCCS Ospedale Pediatrico Bambino Gesù, Roma, Italy
| | - Giada Tortora
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | | | - Elena Maestrini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Marco Seri
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
| | - Giovanni Romeo
- Unit of Medical Genetics, Department of Medical and Surgical Sciences, S. Orsola-Malpighi Hospital University of Bologna, Bologna, Italy
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20
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Ceroni F, Sagar A, Simpson NH, Gawthrope AJT, Newbury DF, Pinto D, Francis SM, Tessman DC, Cook EH, Monaco AP, Maestrini E, Pagnamenta AT, Jacob S. A deletion involving CD38 and BST1 results in a fusion transcript in a patient with autism and asthma. Autism Res 2014; 7:254-63. [PMID: 24634087 DOI: 10.1002/aur.1365] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2013] [Accepted: 01/18/2014] [Indexed: 11/11/2022]
Abstract
CD38 encodes a ligand in the oxytocin signaling pathway. Some single nucleotide polymorphisms in this gene have been associated with low serum oxytocin levels in autism spectrum disorder (ASD) patients. Oxytocin disruption has been hypothesized to account for features of ASD, including impaired communication and social behavior, based on animal studies. Recent human studies have shown administration of oxytocin improving emotion recognition, promoting social behavior, and improving auditory processing of social stimuli in ASD patients. In addition to its role in oxytocin signaling, CD38 is involved in the regulation of calcium concentration in airway smooth muscle with impairment of CD38 being implicated in airway diseases like asthma. While a number of studies have implicated rare chromosomal deletions and duplications in helping determine genetic risk for autism, there are to our knowledge no reports describing rearrangements involving CD38 or deletions in patients with ASD. Here, we present two sisters diagnosed with autism and with features of regression-previously acquired speech lost in the second year of life. The younger sister, who also had asthma, inherited a maternal deletion of 4p15.32 that results in a BST1-CD38 fusion transcript. Their mother's deletion was mosaic and she was not affected. Although further work is required to assess functional consequences of the fusion transcript, we hypothesize that the proband's deletion may have served as a risk factor for autism that, when combined with other susceptibility variants, resulted in a more severe presentation than her sister.
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Affiliation(s)
- Fabiola Ceroni
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
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21
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Ceroni F, Simpson NH, Francks C, Baird G, Conti-Ramsden G, Clark A, Bolton PF, Hennessy ER, Donnelly P, Bentley DR, Martin H, Parr J, Pagnamenta AT, Maestrini E, Bacchelli E, Fisher SE, Newbury DF. Homozygous microdeletion of exon 5 in ZNF277 in a girl with specific language impairment. Eur J Hum Genet 2014; 22:1165-71. [PMID: 24518835 PMCID: PMC4169542 DOI: 10.1038/ejhg.2014.4] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [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: 07/17/2013] [Revised: 10/28/2013] [Accepted: 12/18/2013] [Indexed: 01/22/2023] Open
Abstract
Specific language impairment (SLI), an unexpected failure to develop appropriate language skills despite adequate non-verbal intelligence, is a heterogeneous multifactorial disorder with a complex genetic basis. We identified a homozygous microdeletion of 21,379 bp in the ZNF277 gene (NM_021994.2), encompassing exon 5, in an individual with severe receptive and expressive language impairment. The microdeletion was not found in the proband's affected sister or her brother who had mild language impairment. However, it was inherited from both parents, each of whom carries a heterozygous microdeletion and has a history of language problems. The microdeletion falls within the AUTS1 locus, a region linked to autistic spectrum disorders (ASDs). Moreover, ZNF277 is adjacent to the DOCK4 and IMMP2L genes, which have been implicated in ASD. We screened for the presence of ZNF277 microdeletions in cohorts of children with SLI or ASD and panels of control subjects. ZNF277 microdeletions were at an increased allelic frequency in SLI probands (1.1%) compared with both ASD family members (0.3%) and independent controls (0.4%). We performed quantitative RT-PCR analyses of the expression of IMMP2L, DOCK4 and ZNF277 in individuals carrying either an IMMP2L_DOCK4 microdeletion or a ZNF277 microdeletion. Although ZNF277 microdeletions reduce the expression of ZNF277, they do not alter the levels of DOCK4 or IMMP2L transcripts. Conversely, IMMP2L_DOCK4 microdeletions do not affect the expression levels of ZNF277. We postulate that ZNF277 microdeletions may contribute to the risk of language impairments in a manner that is independent of the autism risk loci previously described in this region.
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Affiliation(s)
- Fabiola Ceroni
- Dipartimento di Farmacia e Biotecnologie, University of Bologna, Bologna, Italy
| | - Nuala H Simpson
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Clyde Francks
- 1] Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands [2] Donders Institute for Brain, Cognition & Behaviour, Nijmegen, Netherlands
| | - Gillian Baird
- Guy's & St Thomas NHS Foundation Trust, Newcomen Children's Neurosciences Centre, St Thomas' Hospital, London, UK
| | - Gina Conti-Ramsden
- School of Psychological Sciences, The University of Manchester, Manchester, UK
| | - Ann Clark
- Speech and Hearing Sciences, Queen Margaret University, Edinburgh, UK
| | - Patrick F Bolton
- Departments of Child & Adolescent Psychiatry & Social Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Kings College London, London, UK
| | | | - Peter Donnelly
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - David R Bentley
- Illumina Cambridge Ltd., Chesterford Research Park, Little Chesterford, Essex, UK
| | - Hilary Martin
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | | | | | | | - Jeremy Parr
- Institute of Neuroscience and Health and Society, Newcastle University, Newcastle, UK
| | - Alistair T Pagnamenta
- 1] Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK [2] NIHR Biomedical Research Centre, Oxford and Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Elena Maestrini
- Dipartimento di Farmacia e Biotecnologie, University of Bologna, Bologna, Italy
| | - Elena Bacchelli
- Dipartimento di Farmacia e Biotecnologie, University of Bologna, Bologna, Italy
| | - Simon E Fisher
- 1] Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands [2] Donders Institute for Brain, Cognition & Behaviour, Nijmegen, Netherlands
| | - Dianne F Newbury
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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22
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Anney R, Klei L, Pinto D, Almeida J, Bacchelli E, Baird G, Bolshakova N, Bölte S, Bolton PF, Bourgeron T, Brennan S, Brian J, Casey J, Conroy J, Correia C, Corsello C, Crawford EL, de Jonge M, Delorme R, Duketis E, Duque F, Estes A, Farrar P, Fernandez BA, Folstein SE, Fombonne E, Gilbert J, Gillberg C, Glessner JT, Green A, Green J, Guter SJ, Heron EA, Holt R, Howe JL, Hughes G, Hus V, Igliozzi R, Jacob S, Kenny GP, Kim C, Kolevzon A, Kustanovich V, Lajonchere CM, Lamb JA, Law-Smith M, Leboyer M, Le Couteur A, Leventhal BL, Liu XQ, Lombard F, Lord C, Lotspeich L, Lund SC, Magalhaes TR, Mantoulan C, McDougle CJ, Melhem NM, Merikangas A, Minshew NJ, Mirza GK, Munson J, Noakes C, Nygren G, Papanikolaou K, Pagnamenta AT, Parrini B, Paton T, Pickles A, Posey DJ, Poustka F, Ragoussis J, Regan R, Roberts W, Roeder K, Roge B, Rutter ML, Schlitt S, Shah N, Sheffield VC, Soorya L, Sousa I, Stoppioni V, Sykes N, Tancredi R, Thompson AP, Thomson S, Tryfon A, Tsiantis J, Van Engeland H, Vincent JB, Volkmar F, Vorstman JAS, Wallace S, Wing K, Wittemeyer K, Wood S, Zurawiecki D, Zwaigenbaum L, Bailey AJ, Battaglia A, Cantor RM, Coon H, Cuccaro ML, Dawson G, Ennis S, Freitag CM, Geschwind DH, Haines JL, Klauck SM, McMahon WM, Maestrini E, Miller J, Monaco AP, Nelson SF, Nurnberger JI, Oliveira G, Parr JR, Pericak-Vance MA, Piven J, Schellenberg GD, Scherer SW, Vicente AM, Wassink TH, Wijsman EM, Betancur C, Buxbaum JD, Cook EH, Gallagher L, Gill M, Hallmayer J, Paterson AD, Sutcliffe JS, Szatmari P, Vieland VJ, Hakonarson H, Devlin B. Individual common variants exert weak effects on the risk for autism spectrum disorders. Hum Mol Genet 2012; 21:4781-92. [PMID: 22843504 PMCID: PMC3471395 DOI: 10.1093/hmg/dds301] [Citation(s) in RCA: 254] [Impact Index Per Article: 21.2] [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: 03/22/2012] [Revised: 07/13/2012] [Accepted: 07/19/2012] [Indexed: 11/13/2022] Open
Abstract
While it is apparent that rare variation can play an important role in the genetic architecture of autism spectrum disorders (ASDs), the contribution of common variation to the risk of developing ASD is less clear. To produce a more comprehensive picture, we report Stage 2 of the Autism Genome Project genome-wide association study, adding 1301 ASD families and bringing the total to 2705 families analysed (Stages 1 and 2). In addition to evaluating the association of individual single nucleotide polymorphisms (SNPs), we also sought evidence that common variants, en masse, might affect the risk. Despite genotyping over a million SNPs covering the genome, no single SNP shows significant association with ASD or selected phenotypes at a genome-wide level. The SNP that achieves the smallest P-value from secondary analyses is rs1718101. It falls in CNTNAP2, a gene previously implicated in susceptibility for ASD. This SNP also shows modest association with age of word/phrase acquisition in ASD subjects, of interest because features of language development are also associated with other variation in CNTNAP2. In contrast, allele scores derived from the transmission of common alleles to Stage 1 cases significantly predict case status in the independent Stage 2 sample. Despite being significant, the variance explained by these allele scores was small (Vm< 1%). Based on results from individual SNPs and their en masse effect on risk, as inferred from the allele score results, it is reasonable to conclude that common variants affect the risk for ASD but their individual effects are modest.
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Affiliation(s)
- Richard Anney
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Lambertus Klei
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15232, USA
| | - Dalila Pinto
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children and Department of Molecular Genetics, University of Toronto, Toronto, ON, CanadaM5G 1L7
| | - Joana Almeida
- Hospital Pediátrico de Coimbra, 3000–076 Coimbra, Portugal
| | - Elena Bacchelli
- Department of Biology, University of Bologna, 40126 Bologna, Italy
| | - Gillian Baird
- Guy's and St Thomas' NHS Trust & King's College, London SE1 9RT, UK
| | - Nadia Bolshakova
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Sven Bölte
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, J.W. Goethe University Frankfurt, 60528 Frankfurt, Germany
| | | | - Thomas Bourgeron
- Human Genetics and Cognitive Functions, Institut Pasteur and
- University Paris Diderot-Paris 7, CNRS URA 2182, Fondation FondaMental, 75015 Paris, France
| | - Sean Brennan
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Jessica Brian
- Autism Research Unit, The Hospital for Sick Children and Bloorview Kids Rehabilitation, University of Toronto, Toronto, ON, CanadaM5G 1Z8
| | - Jillian Casey
- School of Medicine, Medical Science University College, Dublin 4, Ireland
| | - Judith Conroy
- School of Medicine, Medical Science University College, Dublin 4, Ireland
| | - Catarina Correia
- Instituto Nacional de Saude Dr Ricardo Jorge and Instituto Gulbenkian de Cîencia, 1649-016 Lisbon, Portugal
- BioFIG—Center for Biodiversity, Functional and Integrative Genomics, Campus da FCUL, C2.2.12, Campo Grande, 1749-016 Lisboa, Portugal
| | - Christina Corsello
- Department of Psychology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Emily L. Crawford
- Department of Molecular Physiology and Biophysics, Vanderbilt Kennedy Center, and Centers for Human Genetics Research and Molecular Neuroscience and
| | - Maretha de Jonge
- Department of Child Psychiatry, University Medical Center, Utrecht, 3508 GA, The Netherlands
| | - Richard Delorme
- Child and Adolescent Psychiatry, APHP, Hôpital Robert Debré, 75019 Paris, France
| | - Eftichia Duketis
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, J.W. Goethe University Frankfurt, 60528 Frankfurt, Germany
| | | | | | - Penny Farrar
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Bridget A. Fernandez
- Disciplines of Genetics and Medicine, Memorial University of Newfoundland,St John's, NL, CanadaA1B 3V6
| | - Susan E. Folstein
- Department of Psychiatry, University of Miami School of Medicine, Miami, FL 33136, USA
| | - Eric Fombonne
- Division of Psychiatry, McGill University, Montreal, QC, CanadaH3A 1A1
| | - John Gilbert
- The John P. Hussman Institute for Human Genomics, University of Miami, Miami, FL 33101, USA
| | - Christopher Gillberg
- Gillberg Neuropsychiatry Centre, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Joseph T. Glessner
- The Center for Applied Genomics, Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Andrew Green
- School of Medicine, Medical Science University College, Dublin 4, Ireland
| | - Jonathan Green
- Academic Department of Child Psychiatry, University of Manchester, Manchester M9 7AA, UK
| | - Stephen J. Guter
- Department of Psychiatry, Institute for Juvenile Research, University of Illinois at Chicago, Chicago, IL 60608, USA
| | - Elizabeth A. Heron
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Richard Holt
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Jennifer L. Howe
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children and Department of Molecular Genetics, University of Toronto, Toronto, ON, CanadaM5G 1L7
| | - Gillian Hughes
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Vanessa Hus
- Department of Psychology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Roberta Igliozzi
- BioFIG—Center for Biodiversity, Functional and Integrative Genomics, Campus da FCUL, C2.2.12, Campo Grande, 1749-016 Lisboa, Portugal
| | - Suma Jacob
- Department of Psychiatry, Institute for Juvenile Research, University of Illinois at Chicago, Chicago, IL 60608, USA
| | - Graham P. Kenny
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Cecilia Kim
- The Center for Applied Genomics, Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Alexander Kolevzon
- The Seaver Autism Center for Research and Treatment, Department of Psychiatry, The Friedman Brain Institute, Mount Sinai School of Medicine, New York NY 10029, USA
| | - Vlad Kustanovich
- Autism Genetic Resource Exchange, Autism Speaks, Los Angeles, CA 90036-4234, USA
| | - Clara M. Lajonchere
- Autism Genetic Resource Exchange, Autism Speaks, Los Angeles, CA 90036-4234, USA
| | | | - Miriam Law-Smith
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Marion Leboyer
- Department of Psychiatry, Groupe hospitalier Henri Mondor-Albert Chenevier, INSERM U995, AP-HP; University Paris 12, Fondation FondaMental, Créteil 94000, France
| | - Ann Le Couteur
- Institutes of Neuroscience and Health and Society, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Bennett L. Leventhal
- Nathan Kline Institute for Psychiatric Research (NKI), 140 Old Orangeburg Road, Orangeburg, NY 10962, USA
- Department of Child and Adolescent Psychiatry, New York University, NYU Child Study Center, New York, NY 10016, USA
| | - Xiao-Qing Liu
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Frances Lombard
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Catherine Lord
- Center for Autism and the Developing Brain, Weill Cornell Medical College, White Plains, NY, USA
| | - Linda Lotspeich
- Department of Psychiatry, Division of Child and Adolescent Psychiatry and Child Development, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Sabata C. Lund
- Department of Molecular Physiology and Biophysics, Vanderbilt Kennedy Center, and Centers for Human Genetics Research and Molecular Neuroscience and
| | - Tiago R. Magalhaes
- Instituto Nacional de Saude Dr Ricardo Jorge and Instituto Gulbenkian de Cîencia, 1649-016 Lisbon, Portugal
- BioFIG—Center for Biodiversity, Functional and Integrative Genomics, Campus da FCUL, C2.2.12, Campo Grande, 1749-016 Lisboa, Portugal
| | - Carine Mantoulan
- Centre d'Eudes et de Recherches en Psychopathologie, University de Toulouse Le Mirail, Toulouse 31200, France
| | - Christopher J. McDougle
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Nadine M. Melhem
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15232, USA
| | - Alison Merikangas
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Nancy J. Minshew
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15232, USA
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Ghazala K. Mirza
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Jeff Munson
- Department of Psychiatry and Behavioral Sciences
| | - Carolyn Noakes
- Autism Research Unit, The Hospital for Sick Children and Bloorview Kids Rehabilitation, University of Toronto, Toronto, ON, CanadaM5G 1Z8
| | - Gudrun Nygren
- Gillberg Neuropsychiatry Centre, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Katerina Papanikolaou
- University Department of Child Psychiatry, Athens University, Medical School, Agia Sophia Children's Hospital, 115 27 Athens, Greece
| | | | - Barbara Parrini
- Stella Maris Institute for Child and Adolescent Neuropsychiatry, 56128 Calambrone (Pisa), Italy
| | - Tara Paton
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children and Department of Molecular Genetics, University of Toronto, Toronto, ON, CanadaM5G 1L7
| | - Andrew Pickles
- Department of Medicine, School of Epidemiology and Health Science, University of Manchester, Manchester M13 9PT, UK
| | - David J. Posey
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Fritz Poustka
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, J.W. Goethe University Frankfurt, 60528 Frankfurt, Germany
| | - Jiannis Ragoussis
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Regina Regan
- School of Medicine, Medical Science University College, Dublin 4, Ireland
| | - Wendy Roberts
- Autism Research Unit, The Hospital for Sick Children and Bloorview Kids Rehabilitation, University of Toronto, Toronto, ON, CanadaM5G 1Z8
| | - Kathryn Roeder
- Department of Statistics, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Bernadette Roge
- Centre d'Eudes et de Recherches en Psychopathologie, University de Toulouse Le Mirail, Toulouse 31200, France
| | - Michael L. Rutter
- MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College, London SE5 8AF, UK
| | - Sabine Schlitt
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, J.W. Goethe University Frankfurt, 60528 Frankfurt, Germany
| | - Naisha Shah
- School of Medicine, Medical Science University College, Dublin 4, Ireland
| | - Val C. Sheffield
- Department of Pediatrics and Howard Hughes Medical Institute Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
| | - Latha Soorya
- The Seaver Autism Center for Research and Treatment, Department of Psychiatry, The Friedman Brain Institute, Mount Sinai School of Medicine, New York NY 10029, USA
| | - Inês Sousa
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Vera Stoppioni
- Neuropsichiatria Infantile, Ospedale Santa Croce, 61032 Fano, Italy
| | - Nuala Sykes
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Raffaella Tancredi
- Stella Maris Institute for Child and Adolescent Neuropsychiatry, 56128 Calambrone (Pisa), Italy
| | - Ann P. Thompson
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, CanadaL8N 3Z5
| | - Susanne Thomson
- Department of Molecular Physiology and Biophysics, Vanderbilt Kennedy Center, and Centers for Human Genetics Research and Molecular Neuroscience and
| | - Ana Tryfon
- The Seaver Autism Center for Research and Treatment, Department of Psychiatry, The Friedman Brain Institute, Mount Sinai School of Medicine, New York NY 10029, USA
| | - John Tsiantis
- University Department of Child Psychiatry, Athens University, Medical School, Agia Sophia Children's Hospital, 115 27 Athens, Greece
| | - Herman Van Engeland
- Department of Child Psychiatry, University Medical Center, Utrecht, 3508 GA, The Netherlands
| | - John B. Vincent
- Centre for Addiction and Mental Health, Clarke Institute and Department of Psychiatry, University of Toronto, Toronto, ON, CanadaM5G 1X8
| | - Fred Volkmar
- Child Study Centre, Yale University, New Haven, CT 06520, USA
| | - JAS Vorstman
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht 3584 CX, The Netherlands
| | - Simon Wallace
- Department of Psychiatry, University of Oxford, Warneford Hospital, Headington, Oxford, OX3 7JX, UK
| | - Kirsty Wing
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Kerstin Wittemeyer
- Department of Psychiatry, University of Oxford, Warneford Hospital, Headington, Oxford, OX3 7JX, UK
| | - Shawn Wood
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15232, USA
| | - Danielle Zurawiecki
- The Seaver Autism Center for Research and Treatment, Department of Psychiatry, The Friedman Brain Institute, Mount Sinai School of Medicine, New York NY 10029, USA
| | - Lonnie Zwaigenbaum
- Department of Pediatrics, University of Alberta, Edmonton, AB, CanadaT6G 2J3
| | - Anthony J. Bailey
- BC Mental Health and Addictions Research Unit, University of British Columbia, Vancouver, BC, CanadaV5Z4H4
| | - Agatino Battaglia
- Stella Maris Institute for Child and Adolescent Neuropsychiatry, 56128 Calambrone (Pisa), Italy
| | | | - Hilary Coon
- Psychiatry Department, University of Utah Medical School, Salt Lake City, UT 84108, USA
| | - Michael L. Cuccaro
- The John P. Hussman Institute for Human Genomics, University of Miami, Miami, FL 33101, USA
| | | | - Sean Ennis
- School of Medicine, Medical Science University College, Dublin 4, Ireland
| | - Christine M. Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, J.W. Goethe University Frankfurt, 60528 Frankfurt, Germany
| | - Daniel H. Geschwind
- Department of Neurology, Los Angeles School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Jonathan L. Haines
- Center for Human Genetics Research, Vanderbilt University Medical Centre, Nashville, TN 37232, USA
| | - Sabine M. Klauck
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - William M. McMahon
- Psychiatry Department, University of Utah Medical School, Salt Lake City, UT 84108, USA
| | - Elena Maestrini
- Department of Biology, University of Bologna, 40126 Bologna, Italy
| | - Judith Miller
- Psychiatry Department, University of Utah Medical School, Salt Lake City, UT 84108, USA
| | - Anthony P. Monaco
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
- Office of the President, Tufts University, Boston, MA, USA
| | | | - John I. Nurnberger
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | | | - Jeremy R. Parr
- Institutes of Neuroscience and Health and Society, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | | | - Joseph Piven
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3366, USA
| | - Gerard D. Schellenberg
- Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Stephen W. Scherer
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children and Department of Molecular Genetics, University of Toronto, Toronto, ON, CanadaM5G 1L7
| | - Astrid M. Vicente
- Instituto Nacional de Saude Dr Ricardo Jorge and Instituto Gulbenkian de Cîencia, 1649-016 Lisbon, Portugal
- BioFIG—Center for Biodiversity, Functional and Integrative Genomics, Campus da FCUL, C2.2.12, Campo Grande, 1749-016 Lisboa, Portugal
| | - Thomas H. Wassink
- Department of Psychiatry, Carver College of Medicine, Iowa City, IA 52242, USA
| | - Ellen M. Wijsman
- Department of Biostatistics and
- Department of Medicine, University of Washington, Seattle, WA 98195, USA
| | - Catalina Betancur
- INSERM U952
- CNRS UMR 7224 and
- UPMC Univ Paris 06, Paris 75005, France and
| | - Joseph D. Buxbaum
- The Seaver Autism Center for Research and Treatment, Department of Psychiatry, The Friedman Brain Institute, Mount Sinai School of Medicine, New York NY 10029, USA
| | - Edwin H. Cook
- Department of Psychiatry, Institute for Juvenile Research, University of Illinois at Chicago, Chicago, IL 60608, USA
| | - Louise Gallagher
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Michael Gill
- Autism Genetics Group, Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
| | - Joachim Hallmayer
- Department of Psychiatry, Division of Child and Adolescent Psychiatry and Child Development, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Andrew D. Paterson
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children and Department of Molecular Genetics, University of Toronto, Toronto, ON, CanadaM5G 1L7
| | - James S. Sutcliffe
- Department of Molecular Physiology and Biophysics, Vanderbilt Kennedy Center, and Centers for Human Genetics Research and Molecular Neuroscience and
| | - Peter Szatmari
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, CanadaL8N 3Z5
| | - Veronica J. Vieland
- Battelle Center for Mathematical Medicine, The Research Institute at Nationwide Children's Hospital and The Ohio State University, Columbus, OH 43205, USA
| | - Hakon Hakonarson
- The Center for Applied Genomics, Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Bernie Devlin
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15232, USA
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23
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Leblond CS, Heinrich J, Delorme R, Proepper C, Betancur C, Huguet G, Konyukh M, Chaste P, Ey E, Rastam M, Anckarsäter H, Nygren G, Gillberg IC, Melke J, Toro R, Regnault B, Fauchereau F, Mercati O, Lemière N, Skuse D, Poot M, Holt R, Monaco AP, Järvelä I, Kantojärvi K, Vanhala R, Curran S, Collier DA, Bolton P, Chiocchetti A, Klauck SM, Poustka F, Freitag CM, Waltes R, Kopp M, Duketis E, Bacchelli E, Minopoli F, Ruta L, Battaglia A, Mazzone L, Maestrini E, Sequeira AF, Oliveira B, Vicente A, Oliveira G, Pinto D, Scherer SW, Zelenika D, Delepine M, Lathrop M, Bonneau D, Guinchat V, Devillard F, Assouline B, Mouren MC, Leboyer M, Gillberg C, Boeckers TM, Bourgeron T. Genetic and functional analyses of SHANK2 mutations suggest a multiple hit model of autism spectrum disorders. PLoS Genet 2012; 8:e1002521. [PMID: 22346768 PMCID: PMC3276563 DOI: 10.1371/journal.pgen.1002521] [Citation(s) in RCA: 309] [Impact Index Per Article: 25.8] [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: 03/23/2011] [Accepted: 12/11/2011] [Indexed: 01/15/2023] Open
Abstract
Autism spectrum disorders (ASD) are a heterogeneous group of neurodevelopmental disorders with a complex inheritance pattern. While many rare variants in synaptic proteins have been identified in patients with ASD, little is known about their effects at the synapse and their interactions with other genetic variations. Here, following the discovery of two de novo SHANK2 deletions by the Autism Genome Project, we identified a novel 421 kb de novo SHANK2 deletion in a patient with autism. We then sequenced SHANK2 in 455 patients with ASD and 431 controls and integrated these results with those reported by Berkel et al. 2010 (n = 396 patients and n = 659 controls). We observed a significant enrichment of variants affecting conserved amino acids in 29 of 851 (3.4%) patients and in 16 of 1,090 (1.5%) controls (P = 0.004, OR = 2.37, 95% CI = 1.23-4.70). In neuronal cell cultures, the variants identified in patients were associated with a reduced synaptic density at dendrites compared to the variants only detected in controls (P = 0.0013). Interestingly, the three patients with de novo SHANK2 deletions also carried inherited CNVs at 15q11-q13 previously associated with neuropsychiatric disorders. In two cases, the nicotinic receptor CHRNA7 was duplicated and in one case the synaptic translation repressor CYFIP1 was deleted. These results strengthen the role of synaptic gene dysfunction in ASD but also highlight the presence of putative modifier genes, which is in keeping with the "multiple hit model" for ASD. A better knowledge of these genetic interactions will be necessary to understand the complex inheritance pattern of ASD.
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Affiliation(s)
- Claire S. Leblond
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Jutta Heinrich
- Institute of Anatomy and Cell Biology, Ulm University, Ulm, Germany
| | - Richard Delorme
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- Assistance Publique-Hôpitaux de Paris, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | | | - Catalina Betancur
- INSERM, U952, Paris, France
- CNRS, UMR 7224, Paris, France
- UPMC Univ Paris 06, Paris, France
| | - Guillaume Huguet
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Marina Konyukh
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Pauline Chaste
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Elodie Ey
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Maria Rastam
- Department of Clinical Sciences in Lund, Lund University, Lund, Sweden
| | | | - Gudrun Nygren
- Gillberg Neuropsychiatry Centre, University of Gothenburg, Göteborg, Sweden
| | - I. Carina Gillberg
- Gillberg Neuropsychiatry Centre, University of Gothenburg, Göteborg, Sweden
| | - Jonas Melke
- Institute of Neuroscience and Physiology, Department of Pharmacology, Gothenburg University, Göteborg, Sweden
| | - Roberto Toro
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Beatrice Regnault
- Eukaryote Genotyping Platform, Genopole, Institut Pasteur, Paris, France
| | - Fabien Fauchereau
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Oriane Mercati
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - Nathalie Lemière
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
| | - David Skuse
- Behavioural and Brain Sciences Unit, Institute of Child Health, University College London, London, United Kingdom
| | - Martin Poot
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Richard Holt
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Anthony P. Monaco
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Irma Järvelä
- Department of Medical Genetics, University of Helsinki, Helsinki, Finland
| | - Katri Kantojärvi
- Department of Medical Genetics, University of Helsinki, Helsinki, Finland
| | - Raija Vanhala
- Department of Medical Genetics, University of Helsinki, Helsinki, Finland
| | - Sarah Curran
- Academic Department of Child and Adolescent Psychiatry, Institute of Psychiatry, King's College London, London, United Kingdom
| | - David A. Collier
- Social Genetic Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, United Kingdom
| | - Patrick Bolton
- Academic Department of Child and Adolescent Psychiatry, Institute of Psychiatry, King's College London, London, United Kingdom
- Social Genetic Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, United Kingdom
| | - Andreas Chiocchetti
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sabine M. Klauck
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Fritz Poustka
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Christine M. Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Regina Waltes
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Marnie Kopp
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Eftichia Duketis
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Elena Bacchelli
- Department of Biology, University of Bologna, Bologna, Italy
| | | | - Liliana Ruta
- Division of Child Neurology and Psychiatry, Department of Paediatrics, University of Catania, Catania, Italy
| | - Agatino Battaglia
- Stella Maris Clinical Research Institute for Child and Adolescent Neuropsychiatry, Pisa, Italy
| | - Luigi Mazzone
- Division of Child Neurology and Psychiatry, Department of Pediatrics, University of Catania, Catania, Italy
| | - Elena Maestrini
- Department of Biology, University of Bologna, Bologna, Italy
| | - Ana F. Sequeira
- Instituto Nacional de Saude Dr Ricardo Jorge, Lisbon, Portugal
- Instituto Gulbenkian de Ciencia, Oeiras, Portugal
- Center for Biodiversity, Functional and Integrative Genomics, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
| | - Barbara Oliveira
- Instituto Nacional de Saude Dr Ricardo Jorge, Lisbon, Portugal
- Instituto Gulbenkian de Ciencia, Oeiras, Portugal
- Center for Biodiversity, Functional and Integrative Genomics, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
| | - Astrid Vicente
- Instituto Nacional de Saude Dr Ricardo Jorge, Lisbon, Portugal
- Instituto Gulbenkian de Ciencia, Oeiras, Portugal
- Center for Biodiversity, Functional and Integrative Genomics, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
| | - Guiomar Oliveira
- Unidade Neurodesenvolvimento e Autismo, Centro Investigação e Formação Clinica, Hospital Pediátrico Coimbra e Faculdade Medicina, Universidade Coimbra, Coimbra, Portugal
| | - Dalila Pinto
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children, Toronto, Canada
| | - Stephen W. Scherer
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children, Toronto, Canada
| | | | | | | | - Dominique Bonneau
- INSERM U771 and CNRS 6214, Angers, France
- Département de Biochimie et Génétique, Centre Hospitalier Universitaire, Angers, France
| | - Vincent Guinchat
- CADIPA–Centre de Ressources Autisme Rhône-Alpes, Saint Egrève, France
| | | | | | - Marie-Christine Mouren
- Assistance Publique-Hôpitaux de Paris, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | - Marion Leboyer
- INSERM, U955, Psychiatrie Génétique, Créteil, France
- Université Paris Est, Faculté de Médecine, Créteil, France
- AP-HP, Hôpital H. Mondor–A. Chenevier, Département de Psychiatrie, Créteil, France
| | - Christopher Gillberg
- Gillberg Neuropsychiatry Centre, University of Gothenburg, Göteborg, Sweden
- Institute of Child Health, University College London, London, United Kingdom
| | | | - Thomas Bourgeron
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- CNRS URA 2182 “Genes, synapses and cognition,” Institut Pasteur, Paris, France
- University Denis Diderot Paris 7, Paris, France
- * E-mail:
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Noor A, Whibley A, Marshall CR, Gianakopoulos PJ, Piton A, Carson AR, Orlic-Milacic M, Lionel AC, Sato D, Pinto D, Drmic I, Noakes C, Senman L, Zhang X, Mo R, Gauthier J, Crosbie J, Pagnamenta AT, Munson J, Estes AM, Fiebig A, Franke A, Schreiber S, Stewart AFR, Roberts R, McPherson R, Guter SJ, Cook EH, Dawson G, Schellenberg GD, Battaglia A, Maestrini E, Jeng L, Hutchison T, Rajcan-Separovic E, Chudley AE, Lewis SME, Liu X, Holden JJ, Fernandez B, Zwaigenbaum L, Bryson SE, Roberts W, Szatmari P, Gallagher L, Stratton MR, Gecz J, Brady AF, Schwartz CE, Schachar RJ, Monaco AP, Rouleau GA, Hui CC, Lucy Raymond F, Scherer SW, Vincent JB. Disruption at the PTCHD1 Locus on Xp22.11 in Autism spectrum disorder and intellectual disability. Sci Transl Med 2010; 2:49ra68. [PMID: 20844286 DOI: 10.1126/scitranslmed.3001267] [Citation(s) in RCA: 144] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Autism is a common neurodevelopmental disorder with a complex mode of inheritance. It is one of the most highly heritable of the complex disorders, although the underlying genetic factors remain largely unknown. Here, we report mutations in the X-chromosome PTCHD1 (patched-related) gene in seven families with autism spectrum disorder (ASD) and in three families with intellectual disability. A 167-kilobase microdeletion spanning exon 1 was found in two brothers, one with ASD and the other with a learning disability and ASD features; a 90-kilobase microdeletion spanning the entire gene was found in three males with intellectual disability in a second family. In 900 probands with ASD and 208 male probands with intellectual disability, we identified seven different missense changes (in eight male probands) that were inherited from unaffected mothers and not found in controls. Two of the ASD individuals with missense changes also carried a de novo deletion at another ASD susceptibility locus (DPYD and DPP6), suggesting complex genetic contributions. In additional males with ASD, we identified deletions in the 5' flanking region of PTCHD1 that disrupted a complex noncoding RNA and potential regulatory elements; equivalent changes were not found in male control individuals. Thus, our systematic screen of PTCHD1 and its 5' flanking regions suggests that this locus is involved in ~1% of individuals with ASD and intellectual disability.
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Affiliation(s)
- Abdul Noor
- Neurogenetics Section, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
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25
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Holt R, Barnby G, Maestrini E, Bacchelli E, Brocklebank D, Sousa I, Mulder EJ, Kantojärvi K, Järvelä I, Klauck SM, Poustka F, Bailey AJ, Monaco AP. Erratum: Corrigendum to: Linkage and candidate gene studies of autism spectrum disorders in European populations. Eur J Hum Genet 2010. [DOI: 10.1038/ejhg.2010.99] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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26
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Holt R, Barnby G, Maestrini E, Bacchelli E, Brocklebank D, Sousa I, Mulder EJ, Kantojärvi K, Järvelä I, Klauck SM, Poustka F, Bailey AJ, Monaco AP. Linkage and candidate gene studies of autism spectrum disorders in European populations. Eur J Hum Genet 2010; 18:1013-9. [PMID: 20442744 PMCID: PMC2987412 DOI: 10.1038/ejhg.2010.69] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [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: 09/04/2009] [Revised: 04/07/2010] [Accepted: 04/08/2010] [Indexed: 02/05/2023] Open
Abstract
Over the past decade, research on the genetic variants underlying susceptibility to autism and autism spectrum disorders (ASDs) has focused on linkage and candidate gene studies. This research has implicated various chromosomal loci and genes. Candidate gene studies have proven to be particularly intractable, with many studies failing to replicate previously reported associations. In this paper, we investigate previously implicated genomic regions for a role in ASD susceptibility, using four cohorts of European ancestry. Initially, a 384 SNP Illumina GoldenGate array was used to examine linkage at six previously implicated loci. We identify linkage approaching genome-wide suggestive levels on chromosome 2 (rs2885116, MLOD=1.89). Association analysis showed significant associations in MKL2 with ASD (rs756472, P=4.31 x 10(-5)) and between SND1 and strict autism (rs1881084, P=7.76 x 10(-5)) in the Finnish and Northern Dutch populations, respectively. Subsequently, we used a second 384 SNP Illumina GoldenGate array to examine the association in seven candidate genes, and evidence for association was found in RELN (rs362780, P=0.00165). Further increasing the sample size strengthened the association with RELN (rs362780, P=0.001) and produced a second significant result in GRIK2 (rs2518261, P=0.008). Our results strengthen the case for a more detailed study of the role of RELN and GRIK2 in autism susceptibility, as well as identifying two new potential candidate genes, MKL2 and SND1.
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Affiliation(s)
- Richard Holt
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, UK
| | - Gabrielle Barnby
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, UK
| | - Elena Maestrini
- Dipartimento di Biologia, Università di Bologna, Bologna, Italy
| | - Elena Bacchelli
- Dipartimento di Biologia, Università di Bologna, Bologna, Italy
| | - Denise Brocklebank
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, UK
| | - Inês Sousa
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, UK
| | - Erik J Mulder
- Department of Psychiatry, Child and Adolescent Psychiatry, University Medical Center Groningen, Groningen, The Netherlands
| | - Katri Kantojärvi
- Department of Medical Genetics, University of Helsinki, Helsinki, Finland
| | - Irma Järvelä
- Department of Medical Genetics, University of Helsinki, Helsinki, Finland
| | - Sabine M Klauck
- Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Fritz Poustka
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Johann Wolfgang Goethe-University, Frankfurt/Main, Germany
| | - Anthony J Bailey
- University Department of Psychiatry, Park Hospital for Children, Oxford, UK
| | - Anthony P Monaco
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, UK
| | - the EU Autism MOLGEN Consortium8
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, UK
- Dipartimento di Biologia, Università di Bologna, Bologna, Italy
- Department of Psychiatry, Child and Adolescent Psychiatry, University Medical Center Groningen, Groningen, The Netherlands
- Department of Medical Genetics, University of Helsinki, Helsinki, Finland
- Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Johann Wolfgang Goethe-University, Frankfurt/Main, Germany
- University Department of Psychiatry, Park Hospital for Children, Oxford, UK
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27
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Pagnamenta AT, Bacchelli E, de Jonge MV, Mirza G, Scerri TS, Minopoli F, Chiocchetti A, Ludwig KU, Hoffmann P, Paracchini S, Lowy E, Harold DH, Chapman JA, Klauck SM, Poustka F, Houben RH, Staal WG, Ophoff RA, O'Donovan MC, Williams J, Nöthen MM, Schulte-Körne G, Deloukas P, Ragoussis J, Bailey AJ, Maestrini E, Monaco AP. Characterization of a family with rare deletions in CNTNAP5 and DOCK4 suggests novel risk loci for autism and dyslexia. Biol Psychiatry 2010; 68:320-8. [PMID: 20346443 PMCID: PMC2941017 DOI: 10.1016/j.biopsych.2010.02.002] [Citation(s) in RCA: 109] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2009] [Revised: 01/15/2010] [Accepted: 02/01/2010] [Indexed: 11/16/2022]
Abstract
BACKGROUND Autism spectrum disorders (ASDs) are characterized by social, communication, and behavioral deficits and complex genetic etiology. A recent study of 517 ASD families implicated DOCK4 by single nucleotide polymorphism (SNP) association and a microdeletion in an affected sibling pair. METHODS The DOCK4 microdeletion on 7q31.1 was further characterized in this family using QuantiSNP analysis of 1M SNP array data and reverse transcription polymerase chain reaction. Extended family members were tested by polymerase chain reaction amplification of junction fragments. DOCK4 dosage was measured in additional samples using SNP arrays. Since QuantiSNP analysis identified a novel CNTNAP5 microdeletion in the same affected sibling pair, this gene was sequenced in 143 additional ASD families. Further polymerase chain reaction-restriction fragment length polymorphism analysis included 380 ASD cases and suitable control subjects. RESULTS The maternally inherited microdeletion encompassed chr7:110,663,978-111,257,682 and led to a DOCK4-IMMP2L fusion transcript. It was also detected in five extended family members with no ASD. However, six of nine individuals with this microdeletion had poor reading ability, which prompted us to screen 606 other dyslexia cases. This led to the identification of a second DOCK4 microdeletion co-segregating with dyslexia. Assessment of genomic background in the original ASD family detected a paternal 2q14.3 microdeletion disrupting CNTNAP5 that was also transmitted to both affected siblings. Analysis of other ASD cohorts revealed four additional rare missense changes in CNTNAP5. No exonic deletions of DOCK4 or CNTNAP5 were seen in 2091 control subjects. CONCLUSIONS This study highlights two new risk factors for ASD and dyslexia and demonstrates the importance of performing a high-resolution assessment of genomic background, even after detection of a rare and likely damaging microdeletion using a targeted approach.
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Affiliation(s)
- Alistair T. Pagnamenta
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Elena Bacchelli
- Department of Biology, University of Bologna, Bologna, Italy
| | - Maretha V. de Jonge
- Department of Child and Adolescent Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ghazala Mirza
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Thomas S. Scerri
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | | | - Andreas Chiocchetti
- Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Kerstin U. Ludwig
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Per Hoffmann
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Silvia Paracchini
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Ernesto Lowy
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Denise H. Harold
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff, United Kingdom
| | - Jade A. Chapman
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff, United Kingdom
| | - Sabine M. Klauck
- Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Fritz Poustka
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe-University, Frankfurt/Main, Germany
| | - Renske H. Houben
- Department of Child and Adolescent Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wouter G. Staal
- Department of Child and Adolescent Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Roel A. Ophoff
- Department of Medical Genetics and Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
- University of California Los Angeles Center for Neurobehavioral Genetics, Los Angeles, California
| | | | - Julie Williams
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff, United Kingdom
| | - Markus M. Nöthen
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Gerd Schulte-Körne
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Panos Deloukas
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom
| | - Jiannis Ragoussis
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Anthony J. Bailey
- University Department of Psychiatry, Warneford Hospital, Oxford, United Kingdom
| | - Elena Maestrini
- Department of Biology, University of Bologna, Bologna, Italy
| | - Anthony P. Monaco
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
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Anney R, Klei L, Pinto D, Regan R, Conroy J, Magalhaes TR, Correia C, Abrahams BS, Sykes N, Pagnamenta AT, Almeida J, Bacchelli E, Bailey AJ, Baird G, Battaglia A, Berney T, Bolshakova N, Bölte S, Bolton PF, Bourgeron T, Brennan S, Brian J, Carson AR, Casallo G, Casey J, Chu SH, Cochrane L, Corsello C, Crawford EL, Crossett A, Dawson G, de Jonge M, Delorme R, Drmic I, Duketis E, Duque F, Estes A, Farrar P, Fernandez BA, Folstein SE, Fombonne E, Freitag CM, Gilbert J, Gillberg C, Glessner JT, Goldberg J, Green J, Guter SJ, Hakonarson H, Heron EA, Hill M, Holt R, Howe JL, Hughes G, Hus V, Igliozzi R, Kim C, Klauck SM, Kolevzon A, Korvatska O, Kustanovich V, Lajonchere CM, Lamb JA, Laskawiec M, Leboyer M, Le Couteur A, Leventhal BL, Lionel AC, Liu XQ, Lord C, Lotspeich L, Lund SC, Maestrini E, Mahoney W, Mantoulan C, Marshall CR, McConachie H, McDougle CJ, McGrath J, McMahon WM, Melhem NM, Merikangas A, Migita O, Minshew NJ, Mirza GK, Munson J, Nelson SF, Noakes C, Noor A, Nygren G, Oliveira G, Papanikolaou K, Parr JR, Parrini B, Paton T, Pickles A, Piven J, Posey DJ, Poustka A, Poustka F, Prasad A, Ragoussis J, Renshaw K, Rickaby J, Roberts W, Roeder K, Roge B, Rutter ML, Bierut LJ, Rice JP, Salt J, Sansom K, Sato D, Segurado R, Senman L, Shah N, Sheffield VC, Soorya L, Sousa I, Stoppioni V, Strawbridge C, Tancredi R, Tansey K, Thiruvahindrapduram B, Thompson AP, Thomson S, Tryfon A, Tsiantis J, Van Engeland H, Vincent JB, Volkmar F, Wallace S, Wang K, Wang Z, Wassink TH, Wing K, Wittemeyer K, Wood S, Yaspan BL, Zurawiecki D, Zwaigenbaum L, Betancur C, Buxbaum JD, Cantor RM, Cook EH, Coon H, Cuccaro ML, Gallagher L, Geschwind DH, Gill M, Haines JL, Miller J, Monaco AP, Nurnberger JI, Paterson AD, Pericak-Vance MA, Schellenberg GD, Scherer SW, Sutcliffe JS, Szatmari P, Vicente AM, Vieland VJ, Wijsman EM, Devlin B, Ennis S, Hallmayer J. A genome-wide scan for common alleles affecting risk for autism. Hum Mol Genet 2010; 19:4072-82. [PMID: 20663923 PMCID: PMC2947401 DOI: 10.1093/hmg/ddq307] [Citation(s) in RCA: 432] [Impact Index Per Article: 30.9] [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] [Indexed: 01/20/2023] Open
Abstract
Although autism spectrum disorders (ASDs) have a substantial genetic basis, most of the known genetic risk has been traced to rare variants, principally copy number variants (CNVs). To identify common risk variation, the Autism Genome Project (AGP) Consortium genotyped 1558 rigorously defined ASD families for 1 million single-nucleotide polymorphisms (SNPs) and analyzed these SNP genotypes for association with ASD. In one of four primary association analyses, the association signal for marker rs4141463, located within MACROD2, crossed the genome-wide association significance threshold of P < 5 × 10−8. When a smaller replication sample was analyzed, the risk allele at rs4141463 was again over-transmitted; yet, consistent with the winner's curse, its effect size in the replication sample was much smaller; and, for the combined samples, the association signal barely fell below the P < 5 × 10−8 threshold. Exploratory analyses of phenotypic subtypes yielded no significant associations after correction for multiple testing. They did, however, yield strong signals within several genes, KIAA0564, PLD5, POU6F2, ST8SIA2 and TAF1C.
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Affiliation(s)
- Richard Anney
- Department of Psychiatry, School of Medicine, Trinity College, Dublin 8, Ireland
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Pinto D, Pagnamenta AT, Klei L, Anney R, Merico D, Regan R, Conroy J, Magalhaes TR, Correia C, Abrahams BS, Almeida J, Bacchelli E, Bader GD, Bailey AJ, Baird G, Battaglia A, Berney T, Bolshakova N, Bölte S, Bolton PF, Bourgeron T, Brennan S, Brian J, Bryson SE, Carson AR, Casallo G, Casey J, Chung BHY, Cochrane L, Corsello C, Crawford EL, Crossett A, Cytrynbaum C, Dawson G, de Jonge M, Delorme R, Drmic I, Duketis E, Duque F, Estes A, Farrar P, Fernandez BA, Folstein SE, Fombonne E, Freitag CM, Gilbert J, Gillberg C, Glessner JT, Goldberg J, Green A, Green J, Guter SJ, Hakonarson H, Heron EA, Hill M, Holt R, Howe JL, Hughes G, Hus V, Igliozzi R, Kim C, Klauck SM, Kolevzon A, Korvatska O, Kustanovich V, Lajonchere CM, Lamb JA, Laskawiec M, Leboyer M, Le Couteur A, Leventhal BL, Lionel AC, Liu XQ, Lord C, Lotspeich L, Lund SC, Maestrini E, Mahoney W, Mantoulan C, Marshall CR, McConachie H, McDougle CJ, McGrath J, McMahon WM, Merikangas A, Migita O, Minshew NJ, Mirza GK, Munson J, Nelson SF, Noakes C, Noor A, Nygren G, Oliveira G, Papanikolaou K, Parr JR, Parrini B, Paton T, Pickles A, Pilorge M, Piven J, Ponting CP, Posey DJ, Poustka A, Poustka F, Prasad A, Ragoussis J, Renshaw K, Rickaby J, Roberts W, Roeder K, Roge B, Rutter ML, Bierut LJ, Rice JP, Salt J, Sansom K, Sato D, Segurado R, Sequeira AF, Senman L, Shah N, Sheffield VC, Soorya L, Sousa I, Stein O, Sykes N, Stoppioni V, Strawbridge C, Tancredi R, Tansey K, Thiruvahindrapduram B, Thompson AP, Thomson S, Tryfon A, Tsiantis J, Van Engeland H, Vincent JB, Volkmar F, Wallace S, Wang K, Wang Z, Wassink TH, Webber C, Weksberg R, Wing K, Wittemeyer K, Wood S, Wu J, Yaspan BL, Zurawiecki D, Zwaigenbaum L, Buxbaum JD, Cantor RM, Cook EH, Coon H, Cuccaro ML, Devlin B, Ennis S, Gallagher L, Geschwind DH, Gill M, Haines JL, Hallmayer J, Miller J, Monaco AP, Nurnberger JI, Paterson AD, Pericak-Vance MA, Schellenberg GD, Szatmari P, Vicente AM, Vieland VJ, Wijsman EM, Scherer SW, Sutcliffe JS, Betancur C. Functional impact of global rare copy number variation in autism spectrum disorders. Nature 2010; 466:368-72. [PMID: 20531469 DOI: 10.1038/nature09146] [Citation(s) in RCA: 1438] [Impact Index Per Article: 102.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2009] [Accepted: 05/07/2010] [Indexed: 12/18/2022]
Abstract
The autism spectrum disorders (ASDs) are a group of conditions characterized by impairments in reciprocal social interaction and communication, and the presence of restricted and repetitive behaviours. Individuals with an ASD vary greatly in cognitive development, which can range from above average to intellectual disability. Although ASDs are known to be highly heritable ( approximately 90%), the underlying genetic determinants are still largely unknown. Here we analysed the genome-wide characteristics of rare (<1% frequency) copy number variation in ASD using dense genotyping arrays. When comparing 996 ASD individuals of European ancestry to 1,287 matched controls, cases were found to carry a higher global burden of rare, genic copy number variants (CNVs) (1.19 fold, P = 0.012), especially so for loci previously implicated in either ASD and/or intellectual disability (1.69 fold, P = 3.4 x 10(-4)). Among the CNVs there were numerous de novo and inherited events, sometimes in combination in a given family, implicating many novel ASD genes such as SHANK2, SYNGAP1, DLGAP2 and the X-linked DDX53-PTCHD1 locus. We also discovered an enrichment of CNVs disrupting functional gene sets involved in cellular proliferation, projection and motility, and GTPase/Ras signalling. Our results reveal many new genetic and functional targets in ASD that may lead to final connected pathways.
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Affiliation(s)
- Dalila Pinto
- The Centre for Applied Genomics and Program in Genetics and Genomic Biology, The Hospital for Sick Children, Toronto, Ontario M5G 1L7, Canada
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Newbury DF, Warburton PC, Wilson N, Bacchelli E, Carone S, Lamb JA, Maestrini E, Volpi EV, Mohammed S, Baird G, Monaco AP. Mapping of partially overlapping de novo deletions across an autism susceptibility region (AUTS5) in two unrelated individuals affected by developmental delays with communication impairment. Am J Med Genet A 2009; 149A:588-97. [PMID: 19267418 PMCID: PMC2680219 DOI: 10.1002/ajmg.a.32704] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [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] [Indexed: 12/12/2022]
Abstract
Autism is a neurodevelopmental disorder characterized by deficits in reciprocal social interaction and communication, and repetitive and stereotyped behaviors and interests. Previous genetic studies of autism have shown evidence of linkage to chromosomes 2q, 3q, 7q, 11p, 16p, and 17q. However, the complexity and heterogeneity of the disorder have limited the success of candidate gene studies. It is estimated that 5% of the autistic population carry structural chromosome abnormalities. This article describes the molecular cytogenetic characterization of two chromosome 2q deletions in unrelated individuals, one of whom lies in the autistic spectrum. Both patients are affected by developmental disorders with language delay and communication difficulties. Previous karyotype analyses described the deletions as [46,XX,del(2)(q24.1q24.2)dn]. Breakpoint refinement by FISH mapping revealed the two deletions to overlap by approximately 1.1Mb of chromosome 2q24.1, a region which contains just one gene—potassium inwardly rectifying channel, subfamily J, member 3 (KCNJ3). However, a mutation screen of this gene in 47 autistic probands indicated that coding variants in this gene are unlikely to underlie the linkage between autism and chromosome 2q. Nevertheless, it remains possible that variants in the flanking genes may underlie evidence of linkage at this locus.
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Affiliation(s)
- Dianne F Newbury
- Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Headington, Oxford, UK.
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Asher JE, Lamb JA, Brocklebank D, Cazier JB, Maestrini E, Addis L, Sen M, Baron-Cohen S, Monaco AP. A whole-genome scan and fine-mapping linkage study of auditory-visual synesthesia reveals evidence of linkage to chromosomes 2q24, 5q33, 6p12, and 12p12. Am J Hum Genet 2009; 84:279-85. [PMID: 19200526 DOI: 10.1016/j.ajhg.2009.01.012] [Citation(s) in RCA: 121] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2008] [Revised: 12/06/2008] [Accepted: 01/16/2009] [Indexed: 10/21/2022] Open
Abstract
Synesthesia, a neurological condition affecting between 0.05%-1% of the population, is characterized by anomalous sensory perception and associated alterations in cognitive function due to interference from synesthetic percepts. A stimulus in one sensory modality triggers an automatic, consistent response in either another modality or a different aspect of the same modality. Familiality studies show evidence of a strong genetic predisposition; whereas initial pedigree analyses supported a single-gene X-linked dominant mode of inheritance with a skewed F:M ratio and a notable absence of male-to-male transmission, subsequent analyses in larger samples indicated that the mode of inheritance was likely to be more complex. Here, we report the results of a whole-genome linkage scan for auditory-visual synesthesia with 410 microsatellite markers at 9.05 cM density in 43 multiplex families (n = 196) with potential candidate regions fine-mapped at 5 cM density. Using NPL and HLOD analysis, we identified four candidate regions. Significant linkage at the genome-wide level was detected to chromosome 2q24 (HLOD = 3.025, empirical genome-wide p = 0.047). Suggestive linkage was found to chromosomes 5q33, 6p12, and 12p12. No support was found for linkage to the X chromosome; furthermore, we have identified two confirmed cases of male-to-male transmission of synesthesia. Our results demonstrate that auditory-visual synesthesia is likely to be an oligogenic disorder subject to multiple modes of inheritance and locus heterogeneity. This study comprises a significant step toward identifying the genetic substrates underlying synesthesia, with important implications for our understanding of the role of genes in human cognition and perception.
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Sousa I, Clark TG, Toma C, Kobayashi K, Choma M, Holt R, Sykes NH, Lamb JA, Bailey AJ, Battaglia A, Maestrini E, Monaco AP. MET and autism susceptibility: family and case-control studies. Eur J Hum Genet 2008; 17:749-58. [PMID: 19002214 DOI: 10.1038/ejhg.2008.215] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Autism is a common, severe and highly heritable neurodevelopmental disorder. The International Molecular Genetic Study of Autism Consortium (IMGSAC) genome screen for linkage in affected sib-pair families identified a chromosome 7q susceptibility locus (AUTS1), that has subsequently shown evidence of increased sharing in several independent multiplex samples and in two meta-analyses. Taking into account the location of the MET gene under this linkage peak, and the fact that it has recently been reported to be associated with autism, the gene was further analyzed as a promising autism candidate. The gene encodes a transmembrane receptor tyrosine kinase of the hepatocyte growth factor/scatter factor (HGF/SF). MET is best known as an oncogene, but its signalling also participates in immune function, peripheral organ development and repair, and the development of the cerebral cortex and cerebellum (all of which have been observed earlier as being disregulated in individuals with autism). Here we present a family-based association analysis covering the entire MET locus. Significant results were obtained in both single locus and haplotype approaches with a single nucleotide polymorphism in intron 1 (rs38845, P<0.004) and with one intronic haplotype (AAGTG, P<0.009) in 325 multiplex IMGSAC families and 10 IMGSAC trios. Although these results failed to replicate in an independent sample of 82 Italian trios, the association itself was confirmed by a case-control analysis performed using the Italian cohort (P<0.02). The previously reported positive association of rs1858830 failed to replicate in this study. Overall, our findings provide further evidence that MET may play a role in autism susceptibility.
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Affiliation(s)
- Inês Sousa
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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Gong X, Bacchelli E, Blasi F, Toma C, Betancur C, Chaste P, Delorme R, Durand C, Fauchereau F, Botros HG, Leboyer M, Mouren-Simeoni MC, Nygren G, Anckarsäter H, Rastam M, Gillberg IC, Gillberg C, Moreno-De-Luca D, Carone S, Nummela I, Rossi M, Battaglia A, Jarvela I, Maestrini E, Bourgeron T, Bourgeron T. Analysis of X chromosome inactivation in autism spectrum disorders. Am J Med Genet B Neuropsychiatr Genet 2008; 147B:830-5. [PMID: 18361425 PMCID: PMC4867005 DOI: 10.1002/ajmg.b.30688] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.3] [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] [Indexed: 11/11/2022]
Abstract
Autism spectrum disorders (ASD) are complex genetic disorders more frequently observed in males. Skewed X chromosome inactivation (XCI) is observed in heterozygous females carrying gene mutations involved in several X-linked syndromes. In this study, we aimed to estimate the role of X-linked genes in ASD susceptibility by ascertaining the XCI pattern in a sample of 543 informative mothers of children with ASD and in a sample of 163 affected girls. The XCI pattern was also determined in two control groups (144 adult females and 40 young females) with a similar age distribution to the mothers sample and affected girls sample, respectively. We observed no significant excess of skewed XCI in families with ASD. Interestingly, two mothers and one girl carrying known mutations in X-linked genes (NLGN3, ATRX, MECP2) showed highly skewed XCI, suggesting that ascertainment of XCI could reveal families with X-linked mutations. Linkage analysis was carried out in the subgroup of multiplex families with skewed XCI (> or = 80:20) and a modest increased allele sharing was obtained in the Xq27-Xq28 region, with a peak Z-score of 1.75 close to rs719489. In summary, our results suggest that there is no major X-linked gene subject to XCI and expressed in blood cells conferring susceptibility to ASD. However, the possibility that rare mutations in X-linked genes could contribute to ASD cannot be excluded. We propose that the XCI profile could be a useful criteria to prioritize families for mutation screening of X-linked candidate genes.
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Affiliation(s)
- Xiaohong Gong
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna, Italie,Medical Genetics Laboratory
Policlinico S. Orsola-MalpighiVia Pietro Albertoni, 15, 40138 Bologna, Italie
| | - Francesca Blasi
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna, Italie
| | - Claudio Toma
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna, Italie
| | - Catalina Betancur
- Neurobiologie et Psychiatrie
INSERM U513AP-HP, Groupe hospitalier Henri Mondor-Albert ChenevierUniversité Paris 12 - Paris-Est Créteil Val de Marne51 Avenue du Maréchal de Lattre de Tassigny, 94010 Créteil, France
| | - Pauline Chaste
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France
| | - Richard Delorme
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France,Service de psychopathologie de l'enfant et de l'adolescent
Assistance publique - Hôpitaux de Paris (AP-HP)Hôpital Robert DebréUniversité Paris Diderot - Paris 748, Bd Sérurier 75019 Paris, France
| | - Christelle Durand
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France
| | - Fabien Fauchereau
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France,UP7, Université Paris Diderot - Paris 7
5 rue Thomas-Mann - 75205 Paris cedex 13, France
| | - Hany Goubran Botros
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France
| | - Marion Leboyer
- IMRB, Institut Mondor de recherche biomédicale
INSERMUniversité Paris-Est Créteil Val-de-Marne - Paris 12Hôpital Henri Mondor 51, av du mal de lattre de tassigny 94010 Créteil, France,Service de psychiatrie
Assistance publique - Hôpitaux de Paris (AP-HP)Hôpital Henri MondorHôpital Albert ChenevierCréteil, France
| | - Marie-Christine Mouren-Simeoni
- Service de psychopathologie de l'enfant et de l'adolescent
Assistance publique - Hôpitaux de Paris (AP-HP)Hôpital Robert DebréUniversité Paris Diderot - Paris 748, Bd Sérurier 75019 Paris, France
| | - Gudrun Nygren
- Department of Child and Adolescent Psychiatry
Gothenburg UniversityGöteborg, Sweden
| | - Henrik Anckarsäter
- Department of Child and Adolescent Psychiatry
Gothenburg UniversityGöteborg, Sweden
| | - Maria Rastam
- Department of Child and Adolescent Psychiatry
Gothenburg UniversityGöteborg, Sweden
| | - I Carina Gillberg
- Department of Child and Adolescent Psychiatry
Gothenburg UniversityGöteborg, Sweden
| | - Christopher Gillberg
- Department of Child and Adolescent Psychiatry
Gothenburg UniversityGöteborg, Sweden,Saint George's Hospital Medical School
Saint George's Hospital Medical SchoolLondon, UK
| | - Daniel Moreno-De-Luca
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna, Italie
| | - Simona Carone
- Medical Genetics Laboratory
Policlinico S. Orsola-MalpighiVia Pietro Albertoni, 15, 40138 Bologna, Italie
| | - Ilona Nummela
- Department of Medical Genetics
University of HelsinkiP.O. Box 3 (Fabianinkatu 33) 00014 Helsinki, Finland
| | - Mari Rossi
- Department of Medical Genetics
University of HelsinkiP.O. Box 3 (Fabianinkatu 33) 00014 Helsinki, Finland
| | - Agatino Battaglia
- Child and Adolescent Neuropsychiatry
IRCCS Fondazione Stella Maris PisaViale del Tirreno 331 - 56128, Calambrone, Pisa, Italy
| | - Irma Jarvela
- Laboratory of Molecular Genetics
Helsinki University HospitalHelsinki, Finland
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna, Italie
| | - Thomas Bourgeron
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France,UP7, Université Paris Diderot - Paris 7
5 rue Thomas-Mann - 75205 Paris cedex 13, France,* Correspondence should be addressed to Thomas Bourgeron
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Toma C, Rossi M, Sousa I, Blasi F, Bacchelli E, Alen R, Vanhala R, Monaco AP, Järvelä I, Maestrini E. Is ASMT a susceptibility gene for autism spectrum disorders? A replication study in European populations. Mol Psychiatry 2007; 12:977-9. [PMID: 17957233 DOI: 10.1038/sj.mp.4002069] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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35
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Szatmari P, Paterson A, Zwaigenbaum L, Roberts W, Brian J, Liu XQ, Vincent J, Skaug J, Thompson A, Senman L, Feuk L, Qian C, Bryson S, Jones M, Marshall C, Scherer S, Vieland V, Bartlett C, Mangin LV, Goedken R, Segre A, Pericak-Vance M, Cuccaro M, Gilbert J, Wright H, Abramson R, Betancur C, Bourgeron T, Gillberg C, Leboyer M, Buxbaum J, Davis K, Hollander E, Silverman J, Hallmayer J, Lotspeich L, Sutcliffe J, Haines J, Folstein S, Piven J, Wassink T, Sheffield V, Geschwind D, Bucan M, Brown T, Cantor R, Constantino J, Gilliam C, Herbert M, Lajonchere C, Ledbetter D, Lese-Martin C, Miller J, Nelson S, Samango-Sprouse C, Spence S, State M, Tanzi R, Coon H, Dawson G, Devlin B, Estes A, Flodman P, Klei L, Mcmahon W, Minshew N, Munson J, Korvatska E, Rodier P, Schellenberg G, Smith M, Spence A, Stodgell C, Tepper PG, Wijsman E, Yu CE, Rogé B, Mantoulan C, Wittemeyer K, Poustka A, Felder B, Klauck S, Schuster C, Poustka F, Bölte S, Feineis-Matthews S, Herbrecht E, Schmötzer G, Tsiantis J, Papanikolaou K, Maestrini E, Bacchelli E, Blasi F, Carone S, Toma C, Van Engeland H, De Jonge M, Kemner C, Koop F, Langemeijer M, Hijmans C, Staal W, Baird G, Bolton P, Rutter M, Weisblatt E, Green J, Aldred C, Wilkinson JA, Pickles A, Le Couteur A, Berney T, Mcconachie H, Bailey A, Francis K, Honeyman G, Hutchinson A, Parr J, Wallace S, Monaco A, Barnby G, Kobayashi K, Lamb J, Sousa I, Sykes N, Cook E, Guter S, Leventhal B, Salt J, Lord C, Corsello C, Hus V, Weeks D, Volkmar F, Tauber M, Fombonne E, Shih A, Meyer K. Mapping autism risk loci using genetic linkage and chromosomal rearrangements. Nat Genet 2007; 39:319-28. [PMID: 17322880 PMCID: PMC4867008 DOI: 10.1038/ng1985] [Citation(s) in RCA: 967] [Impact Index Per Article: 56.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2006] [Accepted: 01/19/2007] [Indexed: 01/08/2023]
Abstract
Autism spectrum disorders (ASDs) are common, heritable neurodevelopmental conditions. The genetic architecture of ASDs is complex, requiring large samples to overcome heterogeneity. Here we broaden coverage and sample size relative to other studies of ASDs by using Affymetrix 10K SNP arrays and 1,181 [corrected] families with at least two affected individuals, performing the largest linkage scan to date while also analyzing copy number variation in these families. Linkage and copy number variation analyses implicate chromosome 11p12-p13 and neurexins, respectively, among other candidate loci. Neurexins team with previously implicated neuroligins for glutamatergic synaptogenesis, highlighting glutamate-related genes as promising candidates for contributing to ASDs.
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Affiliation(s)
- Peter Szatmari
- Department of Psychiatry and Behavioural Neurosciences
McMaster University [Hamilton, Ontario]Offord Centre for Child StudiesHamilton, Ontario, L8S 4K1, Canada
| | - Andrew Paterson
- The Centre for Applied Genomics, Toronto
University of TorontoThe Hospital for Sick ChildrenDepartment of Molecular GeneticsMcLaughlin CentreToronto, Ontario, Canada M5G 1L7
| | - Lonnie Zwaigenbaum
- Department of Pediatrics
University of Alberta [Edmonton]Edmonton, AL T6G 2J3, USA
| | - Wendy Roberts
- Autism Research Unit
University of TorontoThe Hospital for Sick ChildrenToronto, Ontario, M5G 1X8, Canada
| | - Jessica Brian
- Autism Research Unit
University of TorontoThe Hospital for Sick ChildrenToronto, Ontario, M5G 1X8, Canada
| | - Xiao-Qing Liu
- The Centre for Applied Genomics, Toronto
University of TorontoThe Hospital for Sick ChildrenDepartment of Molecular GeneticsMcLaughlin CentreToronto, Ontario, Canada M5G 1L7
| | - John Vincent
- Department of Psychiatry
University of TorontoDepartment of Psychiatry - 250 College Street 8th floor Toronto, Ontario M5T 1R8, Canada
| | - Jennifer Skaug
- The Centre for Applied Genomics, Toronto
University of TorontoThe Hospital for Sick ChildrenDepartment of Molecular GeneticsMcLaughlin CentreToronto, Ontario, Canada M5G 1L7
| | - Ann Thompson
- Department of Psychiatry and Behavioural Neurosciences
McMaster University [Hamilton, Ontario]Offord Centre for Child StudiesHamilton, Ontario, L8S 4K1, Canada
| | - Lili Senman
- Autism Research Unit
University of TorontoThe Hospital for Sick ChildrenToronto, Ontario, M5G 1X8, Canada
| | - Lars Feuk
- The Centre for Applied Genomics, Toronto
University of TorontoThe Hospital for Sick ChildrenDepartment of Molecular GeneticsMcLaughlin CentreToronto, Ontario, Canada M5G 1L7
| | - Cheng Qian
- The Centre for Applied Genomics, Toronto
University of TorontoThe Hospital for Sick ChildrenDepartment of Molecular GeneticsMcLaughlin CentreToronto, Ontario, Canada M5G 1L7
| | - Susan Bryson
- Departments of Pediatrics and Psychology
Dalhousie University [Halifax]Izaak Walton Killam Health Centre - Halifax, Canada
| | - Marshall Jones
- Department of Neural and Behavioral Sciences
Pennsylvania State University College of MedicineHershey, PA, USA
| | - Christian Marshall
- The Centre for Applied Genomics, Toronto
University of TorontoThe Hospital for Sick ChildrenDepartment of Molecular GeneticsMcLaughlin CentreToronto, Ontario, Canada M5G 1L7
| | - Stephen Scherer
- The Centre for Applied Genomics, Toronto
University of TorontoThe Hospital for Sick ChildrenDepartment of Molecular GeneticsMcLaughlin CentreToronto, Ontario, Canada M5G 1L7
- Department of Molecular Genetics [Toronto]
University of Toronto1 King's College Circle, Toronto, Ontario M5S 1A8, Canada
- * Correspondence should be addressed to Stephen Scherer
| | - Veronica Vieland
- Battelle Center for Mathematical Medicine
Ohio State University [Columbus]Nationwide Children's Hospital700 Childrens Dr, Columbus, OH 43205, USA
| | - Christopher Bartlett
- Department of Pathology and Laboratory Medicine
The University of North Carolina at Chapel HillChapel Hill, North Carolina, USA
| | - La Vonne Mangin
- Battelle Center for Mathematical Medicine
Ohio State University [Columbus]Nationwide Children's Hospital700 Childrens Dr, Columbus, OH 43205, USA
| | - Rhinda Goedken
- Department of Computer Science
University of IowaIowa City, IA 52242, USA
| | - Alberto Segre
- Department of Computer Science
University of IowaIowa City, IA 52242, USA
| | - Margaret Pericak-Vance
- John P. Hussman Institute for Human Genomics
University of MiamiDr John T. Macdonald Foundation Department of Human Genetics, Miami, Florida 33136, USA
| | - Michael Cuccaro
- John P. Hussman Institute for Human Genomics
University of MiamiDr John T. Macdonald Foundation Department of Human Genetics, Miami, Florida 33136, USA
| | - John Gilbert
- John P. Hussman Institute for Human Genomics
University of MiamiDr John T. Macdonald Foundation Department of Human Genetics, Miami, Florida 33136, USA
| | - Harry Wright
- W.S. Hall Psychiatric Institute
University of South Carolina [Columbia]Columbia, South Carolina SC 29203, USA
| | - Ruth Abramson
- W.S. Hall Psychiatric Institute
University of South Carolina [Columbia]Columbia, South Carolina SC 29203, USA
| | - Catalina Betancur
- Neurobiologie et Psychiatrie
INSERM U513AP-HP, Groupe hospitalier Henri Mondor-Albert ChenevierUniversité Paris 12 - Paris-Est Créteil Val de Marne51 Avenue du Maréchal de Lattre de Tassigny, 94010 Créteil, France
| | - Thomas Bourgeron
- Génétique Humaine et Fonctions Cognitives
Institut Pasteur [Paris]Centre National de la Recherche Scientifique25-28 rue du Docteur Roux F-75724 Paris Cedex 15, France
| | - Christopher Gillberg
- Gillberg Neuropsychiatry Centre
Gothenburg UniversityVasagatan 33, 411 37 Göteborg, Sweden
- Institute of Child Health
University College of London [London]Gower St, London WC1E 6BT, UK
| | - Marion Leboyer
- IMRB, Institut Mondor de Recherche Biomédicale
INSERMIFR10Université Paris-Est Créteil Val-de-Marne - Paris 128 rue du Général Sarrail 94010 Créteil, France
| | - Joseph Buxbaum
- Friedman Brain Institute, Mount Sinai
Icahn School of Medicine at Mount Sinai [New York]New York 10029, USA
- Department of Neuroscience
Icahn School of Medicine at Mount Sinai [New York]1428 Madison Ave, New York, NY 10029, USA
| | - Kenneth Davis
- Friedman Brain Institute, Mount Sinai
Icahn School of Medicine at Mount Sinai [New York]New York 10029, USA
- Department of Meteorology
Pennsylvania State University503 Walker Building University Park, PA 16802-5013, USA
| | - Eric Hollander
- Friedman Brain Institute, Mount Sinai
Icahn School of Medicine at Mount Sinai [New York]New York 10029, USA
| | - Jeremy Silverman
- Friedman Brain Institute, Mount Sinai
Icahn School of Medicine at Mount Sinai [New York]New York 10029, USA
- Department of Psychiatry [Pittsburgh]
University of Pittsburgh School of Medicine [Pittsburgh]Thomas Detre Hall of the Western Psychiatric Institute and Clinic, University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA 15213
| | - Joachim Hallmayer
- Stanford University School of Medicine [Stanford]
Stanford University [Stanford]291 Campus Drive Rm LK3C02 Li Ka Shing Building, 3rd floor Dean's Office, MC 5216 Stanford, CA 94305-5101
| | - Linda Lotspeich
- Department of Psychiatry
Stanford University School of MedicineDivision of Child and Adolescent Psychiatry and Child Development, Stanford, CA 94304,
| | - James Sutcliffe
- Vanderbilt Brain Institute
Vanderbilt University Medical CentreCenter for Human Genetics Research - Nashville, Tennessee 37232
- Department of Molecular Physiology & Biophysics and Psychiatry
Vanderbilt University of NashvilleCenters for Human Genetics Research and Molecular NeuroscienceNashville, Tennessee 37232
| | - Jonathan Haines
- Vanderbilt Brain Institute
Vanderbilt University Medical CentreCenter for Human Genetics Research - Nashville, Tennessee 37232
| | - Susan Folstein
- John P. Hussman Institute for Human Genomics
University of MiamiDr John T. Macdonald Foundation Department of Human Genetics, Miami, Florida 33136, USA
- Department of Psychiatry
Johns Hopkins UniversityBaltimore, MD
| | - Joseph Piven
- Carolina Institute for Developmental Disabilities
The University of North Carolina at Chapel HillUniversity of North Carolina Chapel Hill Campus Box # 7255 Chapel Hill, N.C. 27599-3366
| | - Thomas Wassink
- Department of Psychiatry
Carver College of MedicineIowa City, Iowa 52242
| | - Val Sheffield
- Department of Pediatrics
Howard Hughes MedicalInstitute Carver College of MedicineUniversity of IowaIowa City, Iowa 52242
| | - Daniel Geschwind
- Department of Neurology
UCLA School of MedicineLos Angeles, California
| | - Maja Bucan
- Department of Genetics
University of PennsylvaniaSchool of Medicine3451 Walnut St, Philadelphia, PA 19104
| | - Ted Brown
- N.Y.S. Institute for Basic Research in Developmental Disabilities
N.Y.S. Institute for Basic Research in Developmental DisabilitiesStaten Island, NY
| | - Rita Cantor
- Department of Human Genetics, UCLA
University of California at Los Angeles [Los Angeles]Semel InstituteDavid Geffen School of Medicine, CA 90095
| | - John Constantino
- Department of Psychiatry
Washington university in St. LouisSchool of Medicine, St. Louis, Missouri 63130
| | - Conrad Gilliam
- University of Chicago
Edward H. Levi Hall 5801 South Ellis Avenue Chicago, Illinois 60637
| | - Martha Herbert
- Harvard Medical School
Massachusetts General Hospital [Boston]Boston, MA
| | - Clara Lajonchere
- Autism Genetic Resource Exchange
Autism SpeaksLos Angeles, California 90036-4234
| | - David Ledbetter
- Department of Genetics
Emory University [Atlanta, GA]Atlanta, GA
- Developmental Brain and Behaviour Unit
University of Southampton [Southampton]School of Psychology - University Rd, Southampton SO17 1BJ
| | | | | | - Stan Nelson
- Institute of Human Genetics
Bonn Universität [Bonn]Regina-Pacis-Weg 3, 53113 Bonn
| | - Carol Samango-Sprouse
- Children's National Medical Center
George Washington UniversitySchool of Medicine - 2121 I St NW, Washington, DC 20052
| | - Sarah Spence
- Department of Human Genetics, UCLA
University of California at Los Angeles [Los Angeles]Semel InstituteDavid Geffen School of Medicine, CA 90095
| | - Matthew State
- Institute of Human Genetics
Bonn Universität [Bonn]Regina-Pacis-Weg 3, 53113 Bonn
| | - Rudolph Tanzi
- Massachusetts General Hospital
Massachusetts General HospitalBoston, MA
| | - Hilary Coon
- Department of Developmental Neuroscience
IRCCS Fondazione Stella Maris PisaViale del Tirreno 331 - 56128, Calambrone, Pisa
| | - Geraldine Dawson
- Autism Speaks and the Department of Psychiatry
The University of North Carolina at Chapel HillChapel Hill, North Carolina
| | - Bernie Devlin
- Department of Psychiatry [Pittsburgh]
University of Pittsburgh School of Medicine [Pittsburgh]Thomas Detre Hall of the Western Psychiatric Institute and Clinic, University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA 15213
| | - Annette Estes
- Department of Speech and Hearing Sciences
University of Washington [Seattle]Seattle, Washington 98195
| | - Pamela Flodman
- Department of Pediatrics
University of California, Irvine [Irvine]Irvine, CA 92697
| | - Lambertus Klei
- Department of Psychiatry [Pittsburgh]
University of Pittsburgh School of Medicine [Pittsburgh]Thomas Detre Hall of the Western Psychiatric Institute and Clinic, University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA 15213
| | - William Mcmahon
- Department of Developmental Neuroscience
IRCCS Fondazione Stella Maris PisaViale del Tirreno 331 - 56128, Calambrone, Pisa
| | - Nancy Minshew
- Department of Psychiatry [Pittsburgh]
University of Pittsburgh School of Medicine [Pittsburgh]Thomas Detre Hall of the Western Psychiatric Institute and Clinic, University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA 15213
| | - Jeff Munson
- Department of Psychiatry and Behavioral Sciences
University of Washington [Seattle]Seattle, WA 98195
| | - Elena Korvatska
- Department of Pediatrics
University of California, Irvine [Irvine]Irvine, CA 92697
| | - Patricia Rodier
- Department of OB/GYN
University of Rochester Medical Center601 Elmwood Ave, Rochester, NY 14642
| | - Gerard Schellenberg
- Pathology and Laboratory Medicine
University of PennsylvaniaPennsylvania 19104
| | - Moyra Smith
- Department of Pediatrics
University of California, Irvine [Irvine]Irvine, CA 92697
| | - Anne Spence
- Department of Pediatrics
University of California, Irvine [Irvine]Irvine, CA 92697
| | - Chris Stodgell
- Department of OB/GYN
University of Rochester Medical Center601 Elmwood Ave, Rochester, NY 14642
| | - Ping Guo Tepper
- Department of Epidemiology
University of Pittsburgh4200 Fifth Ave, Pittsburgh, PA 15260
| | - Ellen Wijsman
- Departments of Biostatistics and Medicine
University of Washington [Seattle]Seattle, Washington 98195
| | - Chang-En Yu
- Department of Medicine
University of Washington [Seattle]Seattle, WA
| | - Bernadette Rogé
- Octogone, Octogone Unité de Recherche Interdisciplinaire
Université Toulouse 2Université Toulouse - Jean Jaurès (campus Mirail)Maison de la Recherche 5, Allées A. Machado 31058 Toulouse Cedex 9
| | - Carine Mantoulan
- Centre de Référence du Syndrome de Prader-Willi
CHU Toulouse [Toulouse]Service d'endocrinologie, génétique, gynécologie et maladies de l'os, Toulouse
| | - Kerstin Wittemeyer
- Department of Psychiatry
University of Oxford [Oxford]Warneford HospitalHeadington, Oxford, OX3 7JX
| | - Annemarie Poustka
- Division of Molecular Genome Analysis
German Cancer Research CenterIm Neuenheimer Feld 280, 69121 Heidelberg
| | - Bärbel Felder
- Division of Molecular Genome Analysis
German Cancer Research CenterIm Neuenheimer Feld 280, 69121 Heidelberg
| | - Sabine Klauck
- Division of Molecular Genome Analysis
German Cancer Research CenterIm Neuenheimer Feld 280, 69121 Heidelberg
| | - Claudia Schuster
- Division of Molecular Genome Analysis
German Cancer Research CenterIm Neuenheimer Feld 280, 69121 Heidelberg
| | - Fritz Poustka
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy
Goethe-Universität Frankfurt am MainSenckenberganlage 31 - 60325 Frankfurt am Main
| | - Sven Bölte
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy
Goethe-Universität Frankfurt am MainSenckenberganlage 31 - 60325 Frankfurt am Main
| | - Sabine Feineis-Matthews
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy
Goethe-Universität Frankfurt am MainSenckenberganlage 31 - 60325 Frankfurt am Main
| | - Evelyn Herbrecht
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy
Goethe-Universität Frankfurt am MainSenckenberganlage 31 - 60325 Frankfurt am Main
| | - Gabi Schmötzer
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy
Goethe-Universität Frankfurt am MainSenckenberganlage 31 - 60325 Frankfurt am Main
| | - John Tsiantis
- University Department of Child Psychiatry
Athens UniversityMedical School, Agia Sophia Children's Hospital, 115 27 Athens
| | - Katerina Papanikolaou
- University Department of Child Psychiatry
Athens UniversityMedical School, Agia Sophia Children's Hospital, 115 27 Athens
| | - Elena Maestrini
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna
| | - Elena Bacchelli
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna
| | - Francesca Blasi
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna
| | - Simona Carone
- Medical Genetics Laboratory
Policlinico S. Orsola-MalpighiVia Pietro Albertoni, 15, 40138 Bologna
| | - Claudio Toma
- Department of Pharmacy and Biotechnology
Università di Bologna [Bologna]Via Zamboni, 33, 40126 Bologna
| | - Herman Van Engeland
- Department of Psychiatry
University Medical Center UtrechtBrain Center Rudolf MagnusHeidelberglaan 100, 3584 CX Utrecht
| | - Maretha De Jonge
- Department of Psychiatry
University Medical Center UtrechtBrain Center Rudolf MagnusHeidelberglaan 100, 3584 CX Utrecht
| | - Chantal Kemner
- Department of Neurocognition
Maastricht University [Maastricht]Faculty of Psychology - Minderbroedersberg 4, 6211 LK Maastricht
| | - Frederieke Koop
- Department of Psychiatry
University Medical Center UtrechtBrain Center Rudolf MagnusHeidelberglaan 100, 3584 CX Utrecht
| | - Marjolein Langemeijer
- Department of Psychiatry
University Medical Center UtrechtBrain Center Rudolf MagnusHeidelberglaan 100, 3584 CX Utrecht
| | - Channa Hijmans
- Department of Psychiatry
University Medical Center UtrechtBrain Center Rudolf MagnusHeidelberglaan 100, 3584 CX Utrecht
| | - Wouter Staal
- Department of Psychiatry
University Medical Center UtrechtBrain Center Rudolf MagnusHeidelberglaan 100, 3584 CX Utrecht
| | - Gillian Baird
- Newcomen Centre
Guy's Hospital [London]London, SE1 9RT
| | - Patrick Bolton
- Department of Child and Adolescent Psychiatry
Institute of psychiatryLondon, SE5 8AF
| | - Michael Rutter
- SGDP, MRC Social, Genetic and Developmental Psychiatry Centre
The Institute of PsychiatryKing's College LondonStrand, London WC2R 2LS
| | - Emma Weisblatt
- University of Cambridge Clinical School
University of CambridgeCambridge
| | - Jonathan Green
- Manchester Academic Health Sciences Centre
Manchester Academic Health Sciences CentreManchester M13 9NT
| | - Catherine Aldred
- Manchester Academic Health Sciences Centre
Manchester Academic Health Sciences CentreManchester M13 9NT
| | - Julie-Anne Wilkinson
- Manchester Academic Health Sciences Centre
Manchester Academic Health Sciences CentreManchester M13 9NT
| | - Andrew Pickles
- Department of Medicine, Manchester
The University of Manchester [Manchester]School of Epidemiology and Health ScienceManchester M13 9PT
| | - Ann Le Couteur
- Department of Child and Adolescent Psychiatry
Newcastle University [Newcastle]Institute of Health & Society (Child & Adolescent Psychiatry)3rd Floor - Sir James Spence Institute - Royal Victoria Infirmary - Queen Victoria Road - Newcastle upon Tyne NE1 4LP
| | - Tom Berney
- Department of Child and Adolescent Psychiatry
Newcastle University [Newcastle]Institute of Health & Society (Child & Adolescent Psychiatry)3rd Floor - Sir James Spence Institute - Royal Victoria Infirmary - Queen Victoria Road - Newcastle upon Tyne NE1 4LP
| | - Helen Mcconachie
- Child and Adolescent Mental Health
Newcastle University [Newcastle]Sir James Spence Institute, Newcastle upon Tyne, NE1 4LP
| | - Anthony Bailey
- Department of Psychiatry
University of Oxford [Oxford]Warneford HospitalHeadington, Oxford, OX3 7JX
| | - Kostas Francis
- Department of Psychiatry
University of Oxford [Oxford]Warneford HospitalHeadington, Oxford, OX3 7JX
| | - Gemma Honeyman
- Department of Psychiatry
University of Oxford [Oxford]Warneford HospitalHeadington, Oxford, OX3 7JX
| | - Aislinn Hutchinson
- Department of Psychiatry
University of Oxford [Oxford]Warneford HospitalHeadington, Oxford, OX3 7JX
| | - Jeremy Parr
- Department of Psychiatry
University of Oxford [Oxford]Warneford HospitalHeadington, Oxford, OX3 7JX
- Institutes of Neuroscience and Health and Society
Newcastle University [Newcastle]Newcastle Upon Tyne, NE1 7RU
| | - Simon Wallace
- Department of Psychiatry
University of Oxford [Oxford]Warneford HospitalHeadington, Oxford, OX3 7JX
| | - Anthony Monaco
- Wellcome Trust Centre for Human Genetics
University of Oxford [Oxford]Roosevelt Drive - Headington, Oxford OX3 7BN
| | - Gabrielle Barnby
- Wellcome Trust Centre for Human Genetics
University of Oxford [Oxford]Roosevelt Drive - Headington, Oxford OX3 7BN
| | - Kazuhiro Kobayashi
- Wellcome Trust Centre for Human Genetics
University of Oxford [Oxford]Roosevelt Drive - Headington, Oxford OX3 7BN
| | - Janine Lamb
- Wellcome Trust Centre for Human Genetics
University of Oxford [Oxford]Roosevelt Drive - Headington, Oxford OX3 7BN
- Centre for Integrated Genomic Medical Research, Manchester
The University of Manchester [Manchester]Manchester, M13 9PT
| | - Ines Sousa
- Wellcome Trust Centre for Human Genetics
University of Oxford [Oxford]Roosevelt Drive - Headington, Oxford OX3 7BN
| | - Nuala Sykes
- Wellcome Trust Centre for Human Genetics
University of Oxford [Oxford]Roosevelt Drive - Headington, Oxford OX3 7BN
| | - Edwin Cook
- Department of Psychiatry
Institute for Juvenile ResearchUniversity of Illinois at Chicago2035 W Taylor St, Chicago, IL 60612
- Institute for Juvenile Research
University of Illinois at ChicagoDepartment of Psychiatry - 2035 W Taylor St, Chicago, IL 60612
| | - Stephen Guter
- Department of Psychiatry
Institute for Juvenile ResearchUniversity of Illinois at Chicago2035 W Taylor St, Chicago, IL 60612
- Department of Disability and Human Development
University of Illinois at ChicagoChicago, IL 60608
| | - Bennett Leventhal
- Department of Psychiatry
Institute for Juvenile ResearchUniversity of Illinois at Chicago2035 W Taylor St, Chicago, IL 60612
- Department of Child and Adolescent Psychiatry
New York University [New York]NYU Child Study Center - 70 Washington Square S, New York, NY 10012
| | - Jeff Salt
- Department of Psychiatry [Pittsburgh]
University of Pittsburgh School of Medicine [Pittsburgh]Thomas Detre Hall of the Western Psychiatric Institute and Clinic, University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA 15213
| | - Catherine Lord
- Autism and Communicative Disorders Centre
University of MichiganAnn Arbor, Michigan
| | - Christina Corsello
- Autism and Communicative Disorders Centre
University of MichiganAnn Arbor, Michigan
| | - Vanessa Hus
- Autism and Communicative Disorders Centre
University of MichiganAnn Arbor, Michigan
| | - Daniel Weeks
- Human Genetics Department
University of Pittsburgh4200 Fifth Ave, Pittsburgh, PA 15260
- SFU-DMG, SFU Discrete Mathematics Group
Simon Fraser UniversityDept. Mathematics, SFU 8888 University Drive Burnaby, BC, V5A 1S6
| | - Fred Volkmar
- Child Study Centre
Yale University School of MedicineNew Haven, Connecticut 0652
| | - Maïté Tauber
- Centre d'Endocrinologie, Maladies Osseuses, Génétique et Gynécologie Médicale
CHU Toulouse [Toulouse]Hôpital des Enfants330, avenue de Grande-Bretagne - TSA 70034 - 31059 Toulouse cedex 9
| | - Eric Fombonne
- Department of Child Psychiatry
McGill University [Montreal]Montreal Children's Hospital2300 rue Tupper, Montreal, H3H 1P3
| | - Andy Shih
- Scientific Affairs
Autism Speaks2 Park Avenue, 11th Floor, New York, NY 10016
| | - Kacie Meyer
- University of Iowa [Iowa]
University of IowaIowa City, IA 52242
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36
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Lamb JA, Barnby G, Bonora E, Sykes N, Bacchelli E, Blasi F, Maestrini E, Broxholme J, Tzenova J, Weeks D, Bailey AJ, Monaco AP. Analysis of IMGSAC autism susceptibility loci: evidence for sex limited and parent of origin specific effects. J Med Genet 2006; 42:132-7. [PMID: 15689451 PMCID: PMC1735992 DOI: 10.1136/jmg.2004.025668] [Citation(s) in RCA: 100] [Impact Index Per Article: 5.6] [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] [Indexed: 02/02/2023]
Abstract
BACKGROUND AND METHODS Autism is a severe neurodevelopmental disorder, which has a complex genetic predisposition. The ratio of males to females affected by autism is approximately 4:1, suggesting that sex specific factors are involved in its development. We reported previously the results of a genomewide screen for autism susceptibility loci in 83 affected sibling pairs (ASP), and follow up analysis in 152 ASP. Here, we report analysis of an expanded sample of 219 ASP, using sex and parent of origin linkage modelling at loci on chromosomes 2, 7, 9, 15, and 16. RESULTS The results suggest that linkage to chromosomes 7q and 16p is contributed largely by the male-male ASP (MLS = 2.55 v 0.12, and MLS = 2.48 v 0.00, for the 145 male-male and 74 male-female/female-female ASP on chromosomes 7 and 16 respectively). Conversely linkage to chromosome 15q appears to be attributable to the male-female/female-female ASP (MLS = 2.62 v 0.00, for non-male and male-male ASP respectively). On chromosomes 2 and 9, all ASP contribute to linkage. These data, supported by permutation, suggest a possible sex limited effect of susceptibility loci on chromosomes 7, 15, and 16. Parent of origin linkage modelling indicates two distinct regions of paternal and maternal identity by descent sharing on chromosome 7 (paternal MLS = 1.46 at approximately 112 cM, and maternal MLS = 1.83 at approximately 135 cM; corresponding maternal and paternal MLS = 0.53 and 0.28 respectively), and maternal specific sharing on chromosome 9 (maternal MLS = 1.99 at approximately 30 cM; paternal MLS = 0.02). CONCLUSION These data support the possibility of two discrete loci underlying linkage of autism to chromosome 7, and implicate possible parent of origin specific effects in the aetiology of autism.
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Affiliation(s)
- J A Lamb
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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37
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Blasi F, Bacchelli E, Carone S, Toma C, Monaco AP, Bailey AJ, Maestrini E. SLC25A12 and CMYA3 gene variants are not associated with autism in the IMGSAC multiplex family sample. Eur J Hum Genet 2006; 14:123-6. [PMID: 16205742 DOI: 10.1038/sj.ejhg.5201444] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.1] [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] [Indexed: 11/09/2022] Open
Abstract
Autism is a severe neurodevelopmental disorder with a complex genetic predisposition. Linkage findings from several genome scans suggest the presence of an autism susceptibility locus on chromosome 2q24-q33, making this region the focus of candidate gene and association studies. Recently, significant association with autism has been reported for single-nucleotide polymorphisms (SNPs) in the SLC25A12 and CMYA3 genes on chromosome 2q. We attempted to replicate these findings in the collection of families from the International Molecular Genetic Study of Autism Consortium (IMGSAC), using the transmission disequilibrium test and case-control comparison. Our study failed to reveal any significant association for the SNPs tested at either locus, suggesting that these variants are unlikely to play a major role in genetic susceptibility to autism in our sample.
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Affiliation(s)
- Francesca Blasi
- Department of Biology, University of Bologna, Bologna, Italy
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Blasi F, Bacchelli E, Pesaresi G, Carone S, Bailey AJ, Maestrini E. Absence of coding mutations in the X-linked genes neuroligin 3 and neuroligin 4 in individuals with autism from the IMGSAC collection. Am J Med Genet B Neuropsychiatr Genet 2006; 141B:220-1. [PMID: 16508939 DOI: 10.1002/ajmg.b.30287] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.2] [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] [Indexed: 11/07/2022]
Abstract
Neuroligin abnormalities have been recently implicated in the aetiology of autism spectrum disorders (ASD), given the finding of point mutations in the two X-linked genes NLGN3 and NLGN4X and the important role of neuroligins in synaptogenesis. To enquire on the relevance and frequency of neuroligin mutations in ASD, we performed a mutation screening of NLGN3 and NLGN4X in a sample of 124 autism probands from the International Molecular Genetic Study of Autism Consortium (IMGSAC). We identified a new non-synonymous variant in NLGN3 (Thr632Ala), which is likely to be a rare polymorphism. Our data indicate that coding mutations in these genes are very rarely associated to ASD.
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Affiliation(s)
- Francesca Blasi
- Department of Biology, University of Bologna, Bologna, Italy
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Abstract
Despite the strong genetic basis of autism spectrum disorders (ASD), research efforts in the last decade have not been successful in the identification of confirmed susceptibility genes. We review the present status of genetic linkage, candidate gene, and association studies, pointing out the limitations of these approaches and the challenge of dealing with the clinical and genetic complexity of autism. Finally, we outline how recent technological and bioinformatic advances, together with an increasing understanding of the structure of the human genome, have set the stage to perform more comprehensive and well powered studies, possibly leading to a turning point in the understanding of the genetic basis of this devastating disorder.
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Affiliation(s)
- Elena Bacchelli
- Dipartimento di Biologia Evoluzionistica Sperimentale, Bologna University, via Selmi 3, 40126 Bologna, Italy
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Bonora E, Lamb JA, Barnby G, Sykes N, Moberly T, Beyer KS, Klauck SM, Poustka F, Bacchelli E, Blasi F, Maestrini E, Battaglia A, Haracopos D, Pedersen L, Isager T, Eriksen G, Viskum B, Sorensen EU, Brondum-Nielsen K, Cotterill R, Engeland HV, Jonge MD, Kemner C, Steggehuis K, Scherpenisse M, Rutter M, Bolton PF, Parr JR, Poustka A, Bailey AJ, Monaco AP. Mutation screening and association analysis of six candidate genes for autism on chromosome 7q. Eur J Hum Genet 2004; 13:198-207. [PMID: 15523497 DOI: 10.1038/sj.ejhg.5201315] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.1] [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] [Indexed: 11/09/2022] Open
Abstract
Genetic studies have provided evidence for an autism susceptibility locus (AUTS1) on chromosome 7q. Screening for mutations in six genes mapping to 7q, CUTL1, SRPK2, SYPL, LAMB1, NRCAM and PTPRZ1 in 48 unrelated individuals with autism led to the identification of several new coding variants in the genes CUTL1, LAMB1 and PTPRZ1. Analysis of genetic variants provided evidence for association with autism for one of the new missense changes identified in LAMB1; this effect was stronger in a subgroup of affected male sibling pair families, implying a possible specific sex-related effect for this variant. Association was also detected for several polymorphisms in the promoter and untranslated region of NRCAM, suggesting that alterations in expression of this gene may be linked to autism susceptibility.
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Affiliation(s)
- Elena Bonora
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford OX3 7BN, UK
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41
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D'Adamo P, Bacchelli E, Blasi F, Lipp HP, Toniolo D, Maestrini E. DNA variants in the human RAB3A gene are not associated with autism. Genes Brain Behav 2004; 3:123-4. [PMID: 15005721 DOI: 10.1111/j.1601-183x.2003.00058.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Mutation screening of the RAB3A gene in 47 individuals with autism provided no evidence that DNA variants in this gene are associated with autism. Since Rab3a constitutive knockout mice react to novel stimuli with hyperactivity, a further search for association of RAB3A DNA variants with other neurobehavioral disorders such as attention deficit/hyperactivity disorder appears justified.
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Affiliation(s)
- P D'Adamo
- Institute of Anatomy, University of Zurich, Switzerland.
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Bacchelli E, Blasi F, Biondolillo M, Lamb JA, Bonora E, Barnby G, Parr J, Beyer KS, Klauck SM, Poustka A, Bailey AJ, Monaco AP, Maestrini E. Screening of nine candidate genes for autism on chromosome 2q reveals rare nonsynonymous variants in the cAMP-GEFII gene. Mol Psychiatry 2003; 8:916-24. [PMID: 14593429 DOI: 10.1038/sj.mp.4001340] [Citation(s) in RCA: 94] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The results from several genome scans indicate that chromosome 2q21-q33 is likely to contain an autism susceptibility locus. We studied the potential contribution of nine positional and functional candidate genes: TBR-1; GAD1; DLX1; DLX2; cAMP-GEFII; CHN1; ATF2; HOXD1 and NEUROD1. Screening these genes for DNA variants and association analysis using intragenic single nucleotide polymorphisms did not provide evidence for a major role in the aetiology of autism. Four rare nonsynonymous variants were identified, however, in the cAMP-GEFII gene. These variants were present in five families, where they segregate with the autistic phenotype, and were not observed in control individuals. The significance of these variants is unclear, as their low frequency in IMGSAC families does not account for the relatively strong linkage signal at the 2q locus. Further studies are needed to clarify the contribution of cAMP-GEFII gene variants to autism susceptibility.
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Affiliation(s)
- E Bacchelli
- Dipartimento di Biologia Evoluzionistica Sperimentale, University of Bologna, Bologna, Italy
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Beyer KS, Blasi F, Bacchelli E, Klauck SM, Maestrini E, Poustka A, International Molecular Genetic Stu . Mutation analysis of the coding sequence of the MECP2 gene in infantile autism. Hum Genet 2003. [DOI: 10.1007/s00439-003-0928-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Beyer KS, Blasi F, Bacchelli E, Klauck SM, Maestrini E, Poustka A. Mutation analysis of the coding sequence of the MECP2 gene in infantile autism. Hum Genet 2002; 111:305-9. [PMID: 12384770 DOI: 10.1007/s00439-002-0786-3] [Citation(s) in RCA: 73] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2002] [Accepted: 06/11/2002] [Indexed: 10/27/2022]
Abstract
Mutations in the coding region of the methyl-CpG-binding protein 2 ( MECP2) gene cause Rett syndrome and have also been reported in a number of X-linked mental retardation syndromes. Furthermore, such mutations have recently been described in a few autistic patients. In this study, a large sample of individuals with autism was screened in order to elucidate systematically whether specific mutations in MECP2 play a role in autism. The mutation analysis of the coding sequence of the gene was performed by denaturing high-pressure liquid chromatography and direct sequencing. Taken together, 14 sequence variants were identified in 152 autistic patients from 134 German families and 50 unrelated patients from the International Molecular Genetic Study of Autism Consortium affected relative-pair sample. Eleven of these variants were excluded for having an aetiological role as they were either silent mutations, did not cosegregate with autism in the pedigrees of the patients or represented known polymorphisms. The relevance of the three remaining mutations towards the aetiology of autism could not be ruled out, although they were not localised within functional domains of MeCP2 and may be rare polymorphisms. Taking into account the large size of our sample, we conclude that mutations in the coding region of MECP2 do not play a major role in autism susceptibility. Therefore, infantile autism and Rett syndrome probably represent two distinct entities at the molecular genetic level.
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Affiliation(s)
- Kim S Beyer
- Department of Molecular Genome Analysis (H0600), Deutsches Krebsforschungszentrum, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
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Bonora E, Bacchelli E, Levy ER, Blasi F, Marlow A, Monaco AP, Maestrini E. Mutation screening and imprinting analysis of four candidate genes for autism in the 7q32 region. Mol Psychiatry 2002; 7:289-301. [PMID: 11920156 DOI: 10.1038/sj.mp.4001004] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2001] [Revised: 09/28/2001] [Accepted: 10/04/2001] [Indexed: 01/09/2023]
Abstract
Genetic studies indicate that chromosome 7q is likely to contain an autism susceptibility locus (AUTS1). We have followed a positional candidate gene approach to identify the relevant gene and report the analysis of four adjacent genes localised to a 800 kb region in 7q32 that contains an imprinted domain: PEG1/MEST, COPG2, CPA1 and CPA5-a previously uncharacterised member of the carboxypeptidase gene family. Screening these genes for DNA changes and association analysis using intragenic single nucleotide polymorphisms (SNPs) provided no evidence for an etiological role in IMGSAC families. We also searched for imprinting mutations potentially implicated in autism: analysis of both DNA methylation and replication timing indicated a normal imprinting regulation of the PEG1/COPG2 domain in blood lymphocytes of all patients tested. The analysis of these four genes strongly suggests that they do not play a major role in autism aetiology, and delineates our strategy to screen additional candidate genes in the AUTS1 locus.
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Affiliation(s)
- E Bonora
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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Affiliation(s)
- E Maestrini
- MRC Child Psychiatry Unit, Institute of Psychiatry, De Crespigny Park, London, United Kingdom.
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Maestrini E, Lai C, Marlow A, Matthews N, Wallace S, Bailey A, Cook EH, Weeks DE, Monaco AP. Serotonin transporter (5-HTT) and gamma-aminobutyric acid receptor subunit beta3 (GABRB3) gene polymorphisms are not associated with autism in the IMGSA families. The International Molecular Genetic Study of Autism Consortium. Am J Med Genet 1999; 88:492-6. [PMID: 10490705 DOI: 10.1002/(sici)1096-8628(19991015)88:5<492::aid-ajmg11>3.0.co;2-x] [Citation(s) in RCA: 123] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Previous studies have suggested that the serotonin transporter (5-HTT) gene and the gamma-aminobutyric acid receptor subunit beta3 (GABRB3) gene, or other genes in the 15q11-q13 region, are possibly involved in susceptibility to autism. To test this hypothesis we performed an association study on the collection of families from the International Molecular Genetic Study of Autism (IMGSA) Consortium, using the transmission disequilibrium test. Two polymorphisms in the 5-HTT gene (a functional insertion-deletion polymorphism in the promoter and a variable number tandem repeat in the second intron) were examined in 90 families comprising 174 affected individuals. Furthermore, seven microsatellite markers spanning the 15q11-q13 region were studied in 94 families with 182 affected individuals. No significant evidence of association or linkage was found at any of the markers tested, indicating that the 5-HTT and the GABRB3 genes are unlikely to play a major role in the aetiology of autism in our family data set.
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Affiliation(s)
- E Maestrini
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK.
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Maestrini E, Korge BP, Ocaña-Sierra J, Calzolari E, Cambiaghi S, Scudder PM, Hovnanian A, Monaco AP, Munro CS. A missense mutation in connexin26, D66H, causes mutilating keratoderma with sensorineural deafness (Vohwinkel's syndrome) in three unrelated families. Hum Mol Genet 1999; 8:1237-43. [PMID: 10369869 DOI: 10.1093/hmg/8.7.1237] [Citation(s) in RCA: 251] [Impact Index Per Article: 10.0] [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] [Indexed: 11/12/2022] Open
Abstract
The multiplicity of functions served by intercellular gap junctions is reflected by the variety of phenotypes caused by mutations in the connexins of which they are composed. Mutations in the connexin26 (Cx26) gene ( GJB2 ) at 13q11-q13 are a major cause of autosomal recessive hearing loss (DFNB1), but have also been reported in autosomal dominant deafness (DFNA3). We now report a Cx26 mutation in three families with mutilating keratoderma and deafness [Vohwinkel's syndrome (VS; MIM 124500), as originally described]. VS is characterized by papular and honeycomb keratoderma associated with constrictions of digits leading to autoamputation, distinctive starfish-like acral keratoses and moderate degrees of deafness. In a large British pedigree, we have mapped the defect to the Cx26 locus. All 10 affected members were heterozygous for a non-conservative mutation, D66H, in Cx26. The same mutation was found subsequently in affected individuals from two unrelated Spanish and Italian pedigrees segregating VS, suggesting that D66H in Cx26 is a common mutation in classical VS. This mutation occurs at a highly conserved residue in the first extracellular domain of the Cx26 molecule, and may exert its effects by interfering with assembly into connexons, docking with adjacent cells or gating properties of the gap junction. Our results provide evidence that a specific mutation in Cx26 can impair epidermal differentiation, as well as inner ear function.
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Affiliation(s)
- E Maestrini
- Wellcome Trust Centre for Human Genetics, University of Oxford, UK.
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Fisher SE, Marlow AJ, Lamb J, Maestrini E, Williams DF, Richardson AJ, Weeks DE, Stein JF, Monaco AP. A quantitative-trait locus on chromosome 6p influences different aspects of developmental dyslexia. Am J Hum Genet 1999; 64:146-56. [PMID: 9915953 PMCID: PMC1377712 DOI: 10.1086/302190] [Citation(s) in RCA: 203] [Impact Index Per Article: 8.1] [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] [Indexed: 11/03/2022] Open
Abstract
Recent application of nonparametric-linkage analysis to reading disability has implicated a putative quantitative-trait locus (QTL) on the short arm of chromosome 6. In the present study, we use QTL methods to evaluate linkage to the 6p25-21.3 region in a sample of 181 sib pairs from 82 nuclear families that were selected on the basis of a dyslexic proband. We have assessed linkage directly for several quantitative measures that should correlate with different components of the phenotype, rather than using a single composite measure or employing categorical definitions of subtypes. Our measures include the traditional IQ/reading discrepancy score, as well as tests of word recognition, irregular-word reading, and nonword reading. Pointwise analysis by means of sib-pair trait differences suggests the presence, in 6p21.3, of a QTL influencing multiple components of dyslexia, in particular the reading of irregular words (P=.0016) and nonwords (P=.0024). A complementary statistical approach involving estimation of variance components supports these findings (irregular words, P=.007; nonwords, P=.0004). Multipoint analyses place the QTL within the D6S422-D6S291 interval, with a peak around markers D6S276 and D6S105 consistently identified by approaches based on trait differences (irregular words, P=.00035; nonwords, P=.0035) and variance components (irregular words, P=.007; nonwords, P=.0038). Our findings indicate that the QTL affects both phonological and orthographic skills and is not specific to phoneme awareness, as has been previously suggested. Further studies will be necessary to obtain a more precise localization of this QTL, which may lead to the isolation of one of the genes involved in developmental dyslexia.
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Affiliation(s)
- S E Fisher
- Wellcome Trust Centre for Human Genetics and Department of Physiology, University of Oxford, Oxford, UK
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Abstract
Genetic factors are likely to play a major role in the etiology of autism. The genetics of the disorder is however complex, probably involving the action of several genes. In an attempt to identify autism susceptibility loci we are currently undertaking a systematic screening of the whole human genome using multiplex families. We describe the resources and the methods needed to achieve such a task, including extensive collection of family data, semiautomated genotyping technology, and specialized statistical approaches for linkage analysis of complex traits.
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Affiliation(s)
- E Maestrini
- Wellcome Trust Centre for Human Genetics, Oxford, United Kingdom
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