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Dy-Hollins ME, Carr SJ, Essa A, Osiecki L, Lackland DT, Voeks JH, Mejia NI, Sharma N, Budman CL, Cath DC, Grados MA, King RA, Lyon GJ, Rouleau GA, Sandor P, Singer HS, Chibnik LB, Mathews CA, Scharf JM. The Challenge of Examining Social Determinants of Health in People Living With Tourette Syndrome. Pediatr Neurol 2024; 155:55-61. [PMID: 38608551 DOI: 10.1016/j.pediatrneurol.2024.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 01/19/2024] [Accepted: 02/15/2024] [Indexed: 04/14/2024]
Abstract
BACKGROUND To examine the association between race, ethnicity, and parental educational attainment on tic-related outcomes among Tourette Syndrome (TS) participants in the Tourette Association of America International Consortium for Genetics (TAAICG) database. METHODS 723 participants in the TAAICG dataset aged ≤21 years were included. The relationships between tic-related outcomes and race and ethnicity were examined using linear and logistic regressions. Parametric and nonparametric tests were performed to examine the association between parental educational attainment and tic-related outcomes. RESULTS Race and ethnicity were collapsed as non-Hispanic white (N=566, 88.0%) versus Other (N=77, 12.0%). Tic symptom onset was earlier by 1.1 years (P < 0.0001) and TS diagnosis age was earlier by 0.9 years (P = 0.0045) in the Other group (versus non-Hispanic white). Sex and parental education as covariates did not contribute to the differences observed in TS diagnosis age. There were no significant group differences observed across the tic-related outcomes in parental education variable. CONCLUSIONS Our study was limited by the low number of nonwhite or Hispanic individuals in the cohort. Racial and ethnic minoritized groups experienced an earlier age of TS diagnosis than non-Hispanic white individuals. Tic severity did not differ between the two groups, and parental educational attainment did not affect tic-related outcomes. There remain significant disparities and gaps in knowledge regarding TS and associated comorbid conditions. Our study suggests the need for more proactive steps to engage individuals with tic disorders from all racial and ethnic minoritized groups to participate in research studies.
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Affiliation(s)
- Marisela E Dy-Hollins
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Samuel J Carr
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Angela Essa
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Lisa Osiecki
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Daniel T Lackland
- Department of Neurology, Medical University of South Carolina, Charleston, South Carolina
| | - Jenifer H Voeks
- Department of Neurology, Medical University of South Carolina, Charleston, South Carolina
| | - Nicte I Mejia
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nutan Sharma
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Danielle C Cath
- Department of Psychiatry, University Medical Center Groningen, Rijks Universiteit Groningen, and Drenthe Mental Health Institute, Groningen, Netherlands
| | - Marco A Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert A King
- Yale Child Study Center, Yale School of Medicine, New Haven, Connecticut
| | - Gholson J Lyon
- George A. Jervis Clinic and Institute for Basic Research in Developmental Disabilities, Staten Island, New York
| | - Guy A Rouleau
- Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University Health Center, Montreal, Canada
| | - Paul Sandor
- Department of Psychiatry, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Harvey S Singer
- Departments of Pediatrics and Neurology, Johns Hopkins Hospital, Kennedy Krieger Institute, Baltimore, Maryland
| | - Lori B Chibnik
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Carol A Mathews
- Department of Psychiatry, Center for OCD, Anxiety and Related Disorders, University of Florida, Gainsville, Florida
| | - Jeremiah M Scharf
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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Armstrong-Javors A, Realbuto E, Dy-Hollins ME, Scharf JM. Increase in Functional Tic Presentations in Sexual Orientation and Gender Identity Minority Youth During Coronavirus Disease 2019. Pediatr Neurol 2024; 155:182-186. [PMID: 38677240 DOI: 10.1016/j.pediatrneurol.2024.03.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/15/2024] [Accepted: 03/31/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Functional tic disorders are among the least common functional movement disorders, but their prevalence rose during the coronavirus disease 2019 (COVID-19) pandemic. Although female adolescents develop functional neurological disorders at higher rates than males, investigations into sexual orientation and gender identity (SOGI) status of these patients are limited. METHODS We completed a retrospective, cross-sectional time series examining the incidence of new-onset functional tic disorders in youth presenting to the Massachusetts General Hospital Movement Disorder clinics before and during the COVID-19 pandemic. Data were collected by searching for relevant International Classification of Diseases (ICD)-10 diagnostic codes in youth aged nine to 26 years using a hospital-wide data repository. Individual cases were reviewed for inclusion based on clinical criteria and expert consensus. RESULTS The prevalence of functional tic presentations in youth rose 8.6-fold from pre- to postpandemic levels (Fisher exact test P < 0.001), whereas the prevalence of developmental tic presentations pre- and postpandemic remained stable (114 vs 112). SOGI minority youth comprised 37% of those with functional tics (total n = 19). Ninety five percent of patients with functional tics identified as female, with 10% of these identifying as transgender. CONCLUSIONS Our data confirm previously demonstrated dramatic rises in functional tic presentations during the COVID-19 pandemic and, more notably, reveal a strong association with SOGI minority status. We highlight the potential link between functional tic disorders and SOGI minority status. Providing a safe and supportive clinical environment and addressing stress linked to SOGI minority status may help to improve patient prognosis.
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Affiliation(s)
| | - Evan Realbuto
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts; Department of Clinical Psychology, Kent State University, Kent, Ohio
| | | | - Jeremiah M Scharf
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
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3
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Strom NI, Gerring ZF, Galimberti M, Yu D, Halvorsen MW, Abdellaoui A, Rodriguez-Fontenla C, Sealock JM, Bigdeli T, Coleman JR, Mahjani B, Thorp JG, Bey K, Burton CL, Luykx JJ, Zai G, Alemany S, Andre C, Askland KD, Banaj N, Barlassina C, Nissen JB, Bienvenu OJ, Black D, Bloch MH, Boberg J, Børte S, Bosch R, Breen M, Brennan BP, Brentani H, Buxbaum JD, Bybjerg-Grauholm J, Byrne EM, Cabana-Dominguez J, Camarena B, Camarena A, Cappi C, Carracedo A, Casas M, Cavallini MC, Ciullo V, Cook EH, Crosby J, Cullen BA, De Schipper EJ, Delorme R, Djurovic S, Elias JA, Estivill X, Falkenstein MJ, Fundin BT, Garner L, German C, Gironda C, Goes FS, Grados MA, Grove J, Guo W, Haavik J, Hagen K, Harrington K, Havdahl A, Höffler KD, Hounie AG, Hucks D, Hultman C, Janecka M, Jenike E, Karlsson EK, Kelley K, Klawohn J, Krasnow JE, Krebs K, Lange C, Lanzagorta N, Levey D, Lindblad-Toh K, Macciardi F, Maher B, Mathes B, McArthur E, McGregor N, McLaughlin NC, Meier S, Miguel EC, Mulhern M, Nestadt PS, Nurmi EL, O’Connell KS, Osiecki L, Ousdal OT, Palviainen T, Pedersen NL, Piras F, Piras F, Potluri S, Rabionet R, Ramirez A, Rauch S, Reichenberg A, Riddle MA, Ripke S, Rosário MC, Sampaio AS, Schiele MA, Skogholt AH, Sloofman LGSG, Smit J, Soler AM, Thomas LF, Tifft E, Vallada H, van Kirk N, Veenstra-VanderWeele J, Vulink NN, Walker CP, Wang Y, Wendland JR, Winsvold BS, Yao Y, Zhou H, Agrawal A, Alonso P, Berberich G, Bucholz KK, Bulik CM, Cath D, Denys D, Eapen V, Edenberg H, Falkai P, Fernandez TV, Fyer AJ, Gaziano JM, Geller DA, Grabe HJ, Greenberg BD, Hanna GL, Hickie IB, Hougaard DM, Kathmann N, Kennedy J, Lai D, Landén M, Le Hellard S, Leboyer M, Lochner C, McCracken JT, Medland SE, Mortensen PB, Neale BM, Nicolini H, Nordentoft M, Pato M, Pato C, Pauls DL, Piacentini J, Pittenger C, Posthuma D, Ramos-Quiroga JA, Rasmussen SA, Richter MA, Rosenberg DR, Ruhrmann S, Samuels JF, Sandin S, Sandor P, Spalletta G, Stein DJ, Stewart SE, Storch EA, Stranger BE, Turiel M, Werge T, Andreassen OA, Børglum AD, Walitza S, Hveem K, Hansen BK, Rück CP, Martin NG, Milani L, Mors O, Reichborn-Kjennerud T, Ribasés M, Kvale G, Mataix-Cols D, Domschke K, Grünblatt E, Wagner M, Zwart JA, Breen G, Nestadt G, Kaprio J, Arnold PD, Grice DE, Knowles JA, Ask H, Verweij KJ, Davis LK, Smit DJ, Crowley JJ, Scharf JM, Stein MB, Gelernter J, Mathews CA, Derks EM, Mattheisen M. Genome-wide association study identifies 30 obsessive-compulsive disorder associated loci. medRxiv 2024:2024.03.13.24304161. [PMID: 38712091 PMCID: PMC11071577 DOI: 10.1101/2024.03.13.24304161] [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: 05/08/2024]
Abstract
Obsessive-compulsive disorder (OCD) affects ~1% of the population and exhibits a high SNP-heritability, yet previous genome-wide association studies (GWAS) have provided limited information on the genetic etiology and underlying biological mechanisms of the disorder. We conducted a GWAS meta-analysis combining 53,660 OCD cases and 2,044,417 controls from 28 European-ancestry cohorts revealing 30 independent genome-wide significant SNPs and a SNP-based heritability of 6.7%. Separate GWAS for clinical, biobank, comorbid, and self-report sub-groups found no evidence of sample ascertainment impacting our results. Functional and positional QTL gene-based approaches identified 249 significant candidate risk genes for OCD, of which 25 were identified as putatively causal, highlighting WDR6, DALRD3, CTNND1 and genes in the MHC region. Tissue and single-cell enrichment analyses highlighted hippocampal and cortical excitatory neurons, along with D1- and D2-type dopamine receptor-containing medium spiny neurons, as playing a role in OCD risk. OCD displayed significant genetic correlations with 65 out of 112 examined phenotypes. Notably, it showed positive genetic correlations with all included psychiatric phenotypes, in particular anxiety, depression, anorexia nervosa, and Tourette syndrome, and negative correlations with a subset of the included autoimmune disorders, educational attainment, and body mass index.. This study marks a significant step toward unraveling its genetic landscape and advances understanding of OCD genetics, providing a foundation for future interventions to address this debilitating disorder.
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Affiliation(s)
- Nora I. Strom
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Psychiatric Phenomics and Genomics (IPPG), Ludwig-Maximilians University Munich, Munich, Germany
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Services, Region Stockholm , Stockholm, Sweden
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Zachary F. Gerring
- Department of Mental Health and Neuroscience, Translational Neurogenomics, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- Department of Population Health and Immunity, Healthy Development and Ageing, Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
| | - Marco Galimberti
- Department of Psychiatry, Human Genetics, Yale University, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Dongmei Yu
- Department of Center for Genomic Medicine, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Matthew W. Halvorsen
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Abdel Abdellaoui
- Department of Psychiatry, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Cristina Rodriguez-Fontenla
- CIMUS (Center for Research in Molecular Medicine and Chronic Diseases), Genomics and Bioinformatics, University of Santiago de Compostela, Santiago de Compostela, A Coruña, Spain
- Grupo de Medicina Xenómica, Genetics, FIDIS (Instituto de Investigación Sanitaria de Santiago de Compostela), Santiago de Compostela, A Coruña, Spain
| | - Julia M. Sealock
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, USA
| | - Tim Bigdeli
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
- VA NY Harbor Healthcare System, Brooklyn, NY, USA
| | - Jonathan R. Coleman
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom
- National Institute for Health and Care Research Maudsley Biomedical Research Centre, South London and Maudsley NHS Trust, London, United Kingdom
| | - Behrang Mahjani
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Jackson G. Thorp
- Mental Health and Neuroscience Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- Faculty of Medicine, School of Biomedical Sciences, University of Queensland, Brisbane, Queensland, Australia
| | - Katharina Bey
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Christie L. Burton
- Department of Neurosciences and Mental Health, Hospital for Sick Children, Toronto, ON, Canada
| | - Jurjen J. Luykx
- Department of Psychiatry, Brain, University Medical Center Utrecht, Utrecht, The Netherlands
- Second opinion outpatient clinic, GGNet, Warnsveld, The Netherlands
| | - Gwyneth Zai
- Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health,, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Silvia Alemany
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d’Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
- Department of Mental Health, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Madrid, Spain
| | - Christine Andre
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | - Kathleen D. Askland
- Department of Psychiatry & Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Nerisa Banaj
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy
| | | | - Judith Becker Nissen
- Department of Child and Adolescent Psychiatry, Aarhus University Hospital, Psychiatry, Aarhus, Denmark
- Institute of Clinical Medicine, Health, Aarhus University, Aarhus, Denmark
| | - O. Joseph Bienvenu
- Department of Psychiatry and Behavioral Sciences, General Hospital Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Donald Black
- Departments of Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Michael H. Bloch
- Department of Child Study Center and Psychiatry, Yale University, New Haven, CT, USA
| | - Julia Boberg
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Services, Region Stockholm , Stockholm, Sweden
| | - Sigrid Børte
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, HUNT Center for Molecular and Clinical Epidemiology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Rosa Bosch
- Department of Child and Adolescent Mental Health, Hospital Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
- Instituto de Salut Carlos III, Centro de Investigación Biomédica en Red de Salut Mental (CIBERSAM), Madrid, Spain
| | - Michael Breen
- 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
- The Mindich Child Health and Development Institute, Icahn School of Medicine At Mount Sinai, New York, NY, USA
| | - Brian P. Brennan
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Helena Brentani
- Department of Psychiatry, Universidade De São Paulo, São Paulo, Brazil
| | - Joseph D. Buxbaum
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Enda M. Byrne
- Child Health Research Centre, University of Queensland, Brisbane, Queensland, Australia
| | - Judit Cabana-Dominguez
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d’Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
- Department of Mental Health, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Madrid, Spain
| | - Beatriz Camarena
- Pharmacogenetics Department, Investigaciones Clínicas, Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, México
| | | | - Carolina Cappi
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai Hospital, New York, NY, USA
- Department of Psychiatry, University of Sao Paulo, Sao Paulo, Brazil
| | - Angel Carracedo
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), Genomics and Bioinformatics Group, University of Santiago de Compostela, Santiago de Compostela, Spain
- Galiician Foundation of Genomic Medicine, Grupo de Medicina Xenómica, Instituto de Investigación Sanitaria de Santiago -IDIS-, Santiago de Compostela, Spain
- Medicina Genómica, Centro de Investigación Biomédica en Red, Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - Miguel Casas
- Programa MIND Escoles, Hospital Sant Joan de Déu , Esplugues de Llobregat, Barcelona, Spain
- Departamento de Psiquiatría y Medicina Legal, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | | | - Valentina Ciullo
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Edwin H. Cook
- Department of Psychiatry, University of Illinois Chicago, Chicago, IL, USA
| | - Jesse Crosby
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Bernadette A. Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins Medical Institutions, Baltimore , MD, USA
- Department of Mental Health, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Elles J. De Schipper
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Services, Region Stockholm , Stockholm, Sweden
| | - Richard Delorme
- Child and Adolesccent Psycchiatry Department, APHP, Paris, France
| | - Srdjan Djurovic
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Jason A. Elias
- Psychiatry, McLean Hospital OCDI, Harvard Medical School, Belmont, MA, USA
- Adult Psychological Services, CBTeam LLC, Lexington, MA, USA
| | - Xavier Estivill
- qGenomics (Quantitative Genomics Laboratories), Esplugues de Llobregat, Barcelona, Spain
| | - Martha J. Falkenstein
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Bengt T. Fundin
- Department of Medical Epidemiology and Biostatistics, Center for Eating Disorders Innovation, Karolinska Institutet, Stockholm, Sweden
| | - Lauryn Garner
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | | | - Christina Gironda
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | - Fernando S. Goes
- Department of Psychiatry, Johns Hopkins University, Baltimore, MD, USA
| | - Marco A. Grados
- Department of Psychiatry and Behavioral Sciences, Child & Adolescent Psychiatry, Johns Hopkins University, Baltimore, MD, USA
| | - Jakob Grove
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Center for Genomics and Personalized Medicine, Aarhus, Denmark
- Bioinformatics Research Centre, Aarhus, Denmark
| | - Wei Guo
- Genetic Epidemiology Research Branch, National Institute of Mental Health, Bethesda, MD, USA
| | - Jan Haavik
- Department of Biomedicine, University of Bergen, Bergen, Norway
- Bergen Center for Brain Plasticity, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Kristen Hagen
- Department of Psychiatry, Møre og Romsdal Hospital Trust, Molde, Norway
- Bergen Center for Brain Plasticity, Psychiatry, Haukeland University Hospital, Bergen, Norway
- Department of Mental Health, Norwegian University for Science and Technology, Trondheim, Norway
| | - Kelly Harrington
- Million Veteran Program (MVP) Coordinating Center, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Alexandra Havdahl
- PsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - Kira D. Höffler
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Bergen Center for Brain Plasticity, Haukeland University Hospital, Bergen, Norway
- Department of Medical Genetics, Dr. Einar Martens Research Group for Biological Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Ana G. Hounie
- Department of Psychiatry, University of São Paulo, São Paulo, Brazil
| | - Donald Hucks
- Department of Medicine, Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christina Hultman
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Magdalena Janecka
- Department of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Eric Jenike
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | - Elinor K. Karlsson
- Department of Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, USA
- Department of Vertebrate Genomics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kara Kelley
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | - Julia Klawohn
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Medicine, MSB Medical School Berlin, Berlin, Germany
| | - Janice E. Krasnow
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Kristi Krebs
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Christoph Lange
- Department of Biostatistics, T.H. Chan School of Public Health, Boston, MA, USA
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | | | - Daniel Levey
- Department of Psychiatry, Yale University, West Haven, CT, USA
- Office of Research & Development, United States Department of Veterans Affairs, West Haven, CT, USA
| | - Kerstin Lindblad-Toh
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
- Department of Vertebrate Genomics, Broad Institute, Cambridge, MA, USA
| | - Fabio Macciardi
- Department of Psychiatry, University of California, Irvine (UCI), Irvine, CA, USA
| | - Brion Maher
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Brittany Mathes
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | - Evonne McArthur
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Nicole C. McLaughlin
- Department of Psychiatry & Human Behavior, Alpert Medical School, Brown University, Providence, RI, USA
- Butler Hospital, Providence, RI, USA
| | - Sandra Meier
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
| | - Euripedes C. Miguel
- Department of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Maureen Mulhern
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Paul S. Nestadt
- Department of Psychiatry and Behavioral Science, Johns Hopkins University, Baltimore, MD, USA
| | - Erika L. Nurmi
- Department of Psychiatry and Biobehavioral Sciences, Division of Child and Adolescent Psychiatry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Kevin S. O’Connell
- Department of Clinical Medicine, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
- NORMENT, University of Oslo, Oslo, Norway
| | - Lisa Osiecki
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Harvard Medical School, Boston, MA, USA
| | - Olga Therese Ousdal
- Department of Biomedicine, University of Bergen, Bergen, Norway
- Department of Biomedicine, Haukeland University Hospital, Bergen, Norway
| | - Teemu Palviainen
- Institute for Molecular Medicine Finland - FIMM, University of Helsinki, Helsinki, Finland
| | - Nancy L. Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Fabrizio Piras
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Federica Piras
- Department of Clinical Neuroscience and Neurorehabilitation, Neuropsychiatry Laboratory, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Sriramya Potluri
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | - Raquel Rabionet
- Department of Genetics, microbiology and statistics, IBUB, Universitat de Barcelona, Barcelona, Spain
- CIBERER, Centro de investigación biomédica en red, Madrid, Spain
- Department of Human Molecular Genetics, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Alfredo Ramirez
- Department of Psychiatry and Psychotherapy, Division of Neurogenetics and Molecular Psychiatry, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Medical Faculty, Bonn, Germany
- DZNE Bonn, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Psychiatry and Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, UT Health San Antonio, San Antonio, TX, USA
- Cologne Excellence Cluster for Stress Responses in Ageing-associated diseases (CECAD), University of Cologne, Cologne, Germany
| | - Scott Rauch
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Abraham Reichenberg
- Department of Mental disorders, Norwegian Institute of Public Health, New York, NY, USA
| | - Mark A. Riddle
- Department of Psychiatry and Behavioral Sciences, Child and Adolescent, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephan Ripke
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin, Berlin, Germany
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- site Berlin-Potsdam, German Center for Mental Health (DZPG), Berlin, Germany
| | - Maria C. Rosário
- Department of Psychiatry, Child and Adolescent Psychiatry Unit (UPIA), Federal University of São Paulo (UNIFESP), São Paulo, Brazil
| | - Aline S. Sampaio
- Department of Neurosciences and Mental Health, Medical School, Federal University of Bahia, Salvador, Brazil
| | - Miriam A. Schiele
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Freiburg, Medical Center - University of Freiburg, Freiburg, Germany
| | - Anne Heidi Skogholt
- Department of Public Health and Nursing, HUNT Center for Molecular and Clinical Epidemiology, Trondheim, Norway
| | | | - Jan Smit
- Department of Psychiatry, Faculty of Medicine, Locaion Vumc, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Artigas María Soler
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d’Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
- Department of Mental Health, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Madrid, Spain
- Department of Genetics, Microbiology, and Statistics, Faculty of Biology, Universitat de Barcelona (UB), Barcelona, Spain
| | - Laurent F. Thomas
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Public Health and Nursing, K. G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, Trondheim, Norway
- BioCore - Bioinformatics Core Facility, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Laboratory Medicine, St.Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Eric Tifft
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA
| | - Homero Vallada
- Department of Psychiatry, Universidade de Sao Paulo, São Paulo, Brazil
- Department of Molecular Medicine and Surgery, CMM, Karolinska Institutet, Stockholm, Sweden
| | - Nathanial van Kirk
- OCD Institute, Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Belmont, MA, USA
| | - Jeremy Veenstra-VanderWeele
- Department of Psychiatry, Division of Child and Adolescent Psychiatry, Columbia University, New York, NY, USA
- Department of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - Nienke N. Vulink
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Ying Wang
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jens R. Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, MD, USA
| | - Bendik S. Winsvold
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Yin Yao
- Department of Computional Biology, Institute of Life Science, Fudan University, Fudan, China
| | - Hang Zhou
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
- Section of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, USA
| | | | | | | | | | | | - Arpana Agrawal
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Pino Alonso
- Department of Psychiatry, OCD Clinical and Research Unit, Bellvitge Hospital, Barcelona, Spain
- Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
- Department of Psychiatry and Mental Health, Bellvitge Biomedical Research Institute IDIBELLL, Barcelona, Spain
- CIBERSAM, Mental Health Network Biomedical Research Center, Madrid, Spain
| | - Götz Berberich
- Psychosomatic Department, Windach Hospital of Neurobehavioural Research and Therapy, Windach, Germany
| | - Kathleen K. Bucholz
- Department of Psychiatry, Washington U. School of Medicine, St Louis, MO, USA
| | - Cynthia M. Bulik
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Danielle Cath
- Departments of Rijksuniversiteit Groningen and Psychiatry, University Medical Center Groninge, Groningen, The Netherlands
- Department of Specialized Training, Drenthe Mental Health Care Institute, Groningen, The Netherlands
| | - Damiaan Denys
- Department of Psychiatry, Institute of The Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Valsamma Eapen
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, UNSW, Sydney, NSW, Australia
- Academic Unit of Child Psychiatry South-West Sydney (AUCS), South-West Sydney Clinical School, SWSLHD & Ingham Institute, Sydney, NSW, Australia
| | - Howard Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University Hospital LMU, Munich, Germany
- Department of Psychiatry, Max Planck Institute, Munich, Germany
| | - Thomas V. Fernandez
- Child Study Center and Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Abby J. Fyer
- Department of Psychiatry, New York State Psychiatric Institute, New York, NY, USA
- Department of Psychiatry, , Columbia University Medical Center, New York, NY, USA
| | - J M. Gaziano
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA
- Department of Medicine, Mass General Brigham, Boston, MA, USA
| | - Dan A. Geller
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Child Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Hans J. Grabe
- Department of Psychiatry & Psychotherapy, University Medicine Greifswald, Greifswald, Germany
| | - Benjamin D. Greenberg
- COBRE Center on Neuromodulation, Butler Hospital, Providence, RI, USA
- Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, USA
| | - Gregory L. Hanna
- Department of Psychiatry, Child and Adolescent Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Ian B. Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - David M. Hougaard
- Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
| | - Norbert Kathmann
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - James Kennedy
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Dongbing Lai
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Mikael Landén
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, University of Gothenburg, Gothenburg, Sweden
| | - Stéphanie Le Hellard
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Bergen Center for brain plasticity, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Marion Leboyer
- Department of Addictology and Psychiatry, Univ Paris Est Créteil, AP-HP, Inserm, Paris, France
| | - Christine Lochner
- Department of Psychiatry, SA MRC Unit on Risk and Resilience in Mental Disorders, Stellenbosch University, Stellenbosch, South Africa
| | - James T. McCracken
- Department of Psychiatry and Biobehavioral Sciences, Division of Child and Adolescent Psychiatry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sarah E. Medland
- Department of Mental Health, Psychiatric Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Preben B. Mortensen
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- National Centre for Register-based Research, Aarhus University, Aarhus, Denmark
- Centre for Integrated Register-based Research, Aarhus University, Aarhus, Denmark
| | - Benjamin M. Neale
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, , Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Humberto Nicolini
- Department of Psychiatry, Psychiatry, Carracci Medical Group, Mexico City, México
- Psiquiatría, Instituto Nacional de Medicina Genómica, Mexico City, México
| | - Merete Nordentoft
- Mental Health Center Copenhagen, Copenhagen Research Center for Mental Health, Mental Health services in the Capital Region of Denmark, Copenhagen, Denmark
- Faculty of Health and Medical Sciences, Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Michele Pato
- Department of Psychiatry, Rutgers University, Piscataway, NJ, USA
| | - Carlos Pato
- Department of Psychiatry, Rutgers University, Piscataway, NJ, USA
| | - David L. Pauls
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - John Piacentini
- Department of Psychiatry and Biobehavioral Sciences, Child and Adolescent Psychiatry, UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
| | | | - Danielle Posthuma
- Department of Complex Trait Genetics, Vrije Universiteit Amsterdam, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, Amsterdam, The Netherlands
- Department of Child and Adolescent Psychiatric, Section Complex Trait Genetics, VU Medical Center Amsterdam, Amsterdam, The Netherlands
| | - Josep Antoni Ramos-Quiroga
- Department of Psychiatry, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Group of Psychiatry, Mental Health and Addictions, Psychiatric Genetics Unit, Vall d’Hebron Research Institute (VHIR), Barcelona, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Spain
- Department of Psychiatry and Forensic Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Steven A. Rasmussen
- Department of Psychiatry & Human Behavior, Alpert Medical School, Brown University, Providence, RI, USA
| | - Margaret A. Richter
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - David R. Rosenberg
- Department of Psychiatry and Behavioral Neurosciences, Child and Adolescent Psychiatry, Wayne State University School of Medicine, Detroit, MI, USA
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | - Jack F. Samuels
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sven Sandin
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Paul Sandor
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Gianfranco Spalletta
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy
- Department of Psychiatry and Behavioral Sciences, Division of Neuropsychiatry, Baylor College of Medicine, Houston, TX, USA
| | - Dan J. Stein
- Dept of Psychiatry & Neuroscience Institute, SAMRC Unit on Risk & Reslience in Mental Disorders, University of Cape Town, Cape Town, Western Cape, South Africa
| | - S. Evelyn Stewart
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
- British Columbia Children’s Hospital Research Institute, Vancouver, BC, Canada
- British Columbia Mental Health and Substance Use Services Research Institute (BCMHSUS), Vancouver, BC, Canada
| | - Eric A. Storch
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
| | - Barbara E. Stranger
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | - Thomas Werge
- Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Copenhagen University Hospital, Mental Health Services (RHP), Copenhagen, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Ole A. Andreassen
- Institute of Clinical Medicine, NORMENT Centre, University of Oslo, Oslo, Norway
- Division of Mental Health and Addiction, Center for Precision Psychiatry, Oslo University Hospital, Oslo, , Norway
| | - Anders D. Børglum
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus University, Aarhus, Denmark
- Center for Genomics and Personalized Medicine, CGPM, Aarhus University, Aarhus, Denmark
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zürich, Switzerland
- Neuroscience Center Zurich, University of Zurich and the ETH Zuric, Zurich, Switzerland
- Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Kristian Hveem
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- HUNT Research Center, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Research, Innovation and Education, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Bjarne K. Hansen
- Bergen Center for Brain Plasticity (BCBP), Psychiatry, Haukeland University Hospital, Bergen, Norway
- Centre for Crisis Psychology, Psychology, University of Bergen, Bergen, Norway
| | - Christian P. Rück
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Services, Region Stockholm , Stockholm, Sweden
| | - Nicholas G. Martin
- Department of Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Lili Milani
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Ole Mors
- Psychosis Reasearch Unit, Aarhus University Hospital - Psychiatry, 8200 Aarhus N, Denmark
| | - Ted Reichborn-Kjennerud
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Marta Ribasés
- 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), Madrid, Spain
- Department of Genetics, Microbiology, and Statistics, Faculty of Biology, Universitat de Barcelona (UB), Barcelona, Spain
- Department of Mental Health, Hospital Universitari Vall d’Hebron , Barcelona, Spain
| | - Gerd Kvale
- Bergen Center for Brain Plasticity, Psychiatry, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Psychology, Faculty of Psychology, University of Bergen, Bergen, Vestland
| | - David Mataix-Cols
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Services, Region Stockholm , Stockholm, Sweden
| | - Katharina Domschke
- Department of Psychiatry, University of Freiburg - Medical Faculty, Freiburg, Germany
- German Center for Mental Health (DZPG), Partner Site Berlin, Berlin, Germany
| | - Edna Grünblatt
- Neuroscience Center Zurich, University of Zurich and the ETH Zuric, Zurich, Switzerland
- Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
- Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zürich, Schweiz
| | - Michael Wagner
- Departments of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - John-Anker Zwart
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Research and Innovation, Clinical Neuroscience, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Gerome Breen
- Social, Genetic, and Developmental Psychiatric Centre, Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Science, Johns Hopkins University, Baltimore, MD, USA
| | - Jaakko Kaprio
- Institute for Molecular Medicine FIMM, University of Helsinki, Helsinki, Finland
| | - Paul D. Arnold
- Department of Psychiatry, The Mathison Centre for Mental Health Research & Education, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, ON, Canada
| | - Dorothy E. Grice
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James A. Knowles
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, NJ, USA
| | - Helga Ask
- PsychGen Center for Genetic Epidemiology, Norwegian Institute of Public Health, Oslo, Norway
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Karin J. Verweij
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Lea K. Davis
- Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Dirk J. Smit
- Department of Psychiatry, Amsterdam UMC location AMC, Amsterdam, The Netherlands
| | - James J. Crowley
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Services, Region Stockholm , Stockholm, Sweden
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jeremiah M. Scharf
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Murray B. Stein
- Psychiatry Service, VA San Diego Healthcare System, San Diego, CA, USA
- Department of Psychiatry and School of Public Health, University of California San Diego, La Jolla, CA, USA
| | - Joel Gelernter
- Department of Psychiatry, Human Genetics (Psychiatry), Yale University School of Medicine, West Haven, CT, USA
- Department of Psychiatry, Veterans Affairs Connecticut Healthcare Center, West Haven, CT, USA
| | - Carol A. Mathews
- Psychiatry and Genetics Institute, Center for OCD, Anxiety and Related Disorders, University of Florida, Gainesville, FL, USA
| | - Eske M. Derks
- Department of Mental Health and Neuroscience, QIMR Berghofer, Brisbane, Australia
| | - Manuel Mattheisen
- Department of Psychiatric Phenomics and Genomics (IPPG), Ludwig-Maximilians University Munich, Munich, Germany
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- Department of Community Health and Epidemiology and Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada
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Tanev KS, Camprodon JA, Caplan DN, Dickerson BC, Chemali Z, Eldaief MC, Kim DD, Josephy-Hernandez SE, Kritzer MD, Moo LR, Newhouse A, Perez DL, Ramirez Gomez LA, Razafsha M, Rivas-Grajales AM, Scharf JM, Schmahmann JD, Sherman JC. Telemedicine-Based Cognitive Examinations During COVID-19 and Beyond: Perspective of the Massachusetts General Hospital Behavioral Neurology & Neuropsychiatry Group. J Neuropsychiatry Clin Neurosci 2023; 36:87-100. [PMID: 38111331 DOI: 10.1176/appi.neuropsych.20220154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
Telehealth and telemedicine have encountered explosive growth since the beginning of the COVID-19 pandemic, resulting in increased access to care for patients located far from medical centers and clinics. Subspecialty clinicians in behavioral neurology & neuropsychiatry (BNNP) have implemented the use of telemedicine platforms to perform cognitive examinations that were previously office based. In this perspective article, BNNP clinicians at Massachusetts General Hospital (MGH) describe their experience performing cognitive examinations via telemedicine. The article reviews the goals, prerequisites, advantages, and potential limitations of performing a video- or telephone-based telemedicine cognitive examination. The article shares the approaches used by MGH BNNP clinicians to examine cognitive and behavioral areas, such as orientation, attention and executive functions, language, verbal learning and memory, visual learning and memory, visuospatial function, praxis, and abstract abilities, as well as to survey for neuropsychiatric symptoms and assess activities of daily living. Limitations of telemedicine-based cognitive examinations include limited access to and familiarity with telecommunication technologies on the patient side, limitations of the technology itself on the clinician side, and the limited psychometric validation of virtual assessments. Therefore, an in-person examination with a BNNP clinician or a formal in-person neuropsychological examination with a neuropsychologist may be recommended. Overall, this article emphasizes the use of standardized cognitive and behavioral assessment instruments that are either in the public domain or, if copyrighted, are nonproprietary and do not require a fee to be used by the practicing BNNP clinician.
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Affiliation(s)
- Kaloyan S Tanev
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Joan A Camprodon
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - David N Caplan
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Bradford C Dickerson
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Zeina Chemali
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Mark C Eldaief
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - David Dongkyung Kim
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Sylvia E Josephy-Hernandez
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Michael D Kritzer
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Lauren R Moo
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Amy Newhouse
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - David L Perez
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Liliana A Ramirez Gomez
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Mahdi Razafsha
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Ana Maria Rivas-Grajales
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Jeremiah M Scharf
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Jeremy D Schmahmann
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
| | - Janet C Sherman
- Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston (Tanev, Camprodon, Chemali, Eldaief, Josephy-Hernandez, Kritzer, Newhouse, Perez, Razafsha, Rivas-Grajales, Scharf, Sherman); Division of Cognitive Behavioral Neurology (Camprodon, Caplan, Dickerson, Chemali, Eldaief, Josephy-Hernandez, Moo, Perez, Ramirez Gomez, Rivas-Grajales, Scharf, Schmahmann, Sherman) and Division of Movement Disorders (Scharf), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Adult Neurodevelopmental and Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto (Kim); Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (Newhouse); Department of Psychiatry, Boston University School of Medicine and Boston Medical Center, Boston (Rivas-Grajales); Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston (Sherman)
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5
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Kanaan AS, Yu D, Metere R, Schäfer A, Schlumm T, Bilgic B, Anwander A, Mathews CA, Scharf JM, Müller-Vahl K, Möller HE. Convergent imaging-transcriptomic evidence for disturbed iron homeostasis in Gilles de la Tourette syndrome. Neurobiol Dis 2023; 185:106252. [PMID: 37536382 DOI: 10.1016/j.nbd.2023.106252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 07/11/2023] [Accepted: 08/01/2023] [Indexed: 08/05/2023] Open
Abstract
Gilles de la Tourette syndrome (GTS) is a neuropsychiatric movement disorder with reported abnormalities in various neurotransmitter systems. Considering the integral role of iron in neurotransmitter synthesis and transport, it is hypothesized that iron exhibits a role in GTS pathophysiology. As a surrogate measure of brain iron, quantitative susceptibility mapping (QSM) was performed in 28 patients with GTS and 26 matched controls. Significant susceptibility reductions in the patients, consistent with reduced local iron content, were obtained in subcortical regions known to be implicated in GTS. Regression analysis revealed a significant negative association of tic scores and striatal susceptibility. To interrogate genetic mechanisms that may drive these reductions, spatially specific relationships between susceptibility and gene-expression patterns from the Allen Human Brain Atlas were assessed. Correlations in the striatum were enriched for excitatory, inhibitory, and modulatory neurochemical signaling mechanisms in the motor regions, mitochondrial processes driving ATP production and iron‑sulfur cluster biogenesis in the executive subdivision, and phosphorylation-related mechanisms affecting receptor expression and long-term potentiation in the limbic subdivision. This link between susceptibility reductions and normative transcriptional profiles suggests that disruptions in iron regulatory mechanisms are involved in GTS pathophysiology and may lead to pervasive abnormalities in mechanisms regulated by iron-containing enzymes.
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Affiliation(s)
- Ahmad Seif Kanaan
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany.
| | - Dongmei Yu
- Center for Human Genetics Research, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Riccardo Metere
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Andreas Schäfer
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; Siemens Healthcare GmbH, Diagnostic Imaging, Magnetic Resonance, Research and Development, Erlangen, Germany
| | - Torsten Schlumm
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Berkin Bilgic
- Harvard Medical School, Boston, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA; Harvard-MIT Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Alfred Anwander
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Carol A Mathews
- Department of Psychiatry, Center for OCD, Anxiety, and Related Disorders, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Jeremiah M Scharf
- Center for Human Genetics Research, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Kirsten Müller-Vahl
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Harald E Möller
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
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6
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Kanaan AS, Yu D, Metere R, Schäfer A, Schlumm T, Bilgic B, Anwander A, Mathews CA, Scharf JM, Müller-Vahl K, Möller HE. Convergent imaging-transcriptomic evidence for disturbed iron homeostasis in Gilles de la Tourette syndrome. medRxiv 2023:2023.05.15.23289978. [PMID: 37292704 PMCID: PMC10246056 DOI: 10.1101/2023.05.15.23289978] [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] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Gilles de la Tourette syndrome (GTS) is a neuropsychiatric movement disorder with reported abnormalities in various neurotransmitter systems. Considering the integral role of iron in neurotransmitter synthesis and transport, it is hypothesized that iron exhibits a role in GTS pathophysiology. As a surrogate measure of brain iron, quantitative susceptibility mapping (QSM) was performed in 28 patients with GTS and 26 matched controls. Significant susceptibility reductions in the patient cohort, consistent with reduced local iron content, were obtained in subcortical regions known to be implicated in GTS. Regression analysis revealed a significant negative association of tic scores and striatal susceptibility. To interrogate genetic mechanisms that may drive these reductions, spatially specific relationships between susceptibility and gene-expression patterns extracted from the Allen Human Brain Atlas were assessed. Correlations in the striatum were enriched for excitatory, inhibitory, and modulatory neurochemical signaling mechanisms in the motor regions, mitochondrial processes driving ATP production and iron-sulfur cluster biogenesis in the executive subdivision, and phosphorylation-related mechanisms that affect receptor expression and long-term potentiation. This link between susceptibility reductions and normative transcriptional profiles suggests that disruptions in iron regulatory mechanisms are involved in GTS pathophysiology and may lead to pervasive abnormalities in mechanisms regulated by iron-containing enzymes.
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Affiliation(s)
- Ahmad Seif Kanaan
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Dongmei Yu
- Center for Human Genetics Research, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Riccardo Metere
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Andreas Schäfer
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Siemens Healthcare GmbH, Diagnostic Imaging, Magnetic Resonance, Research and Development, Erlangen, Germany
| | - Torsten Schlumm
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Berkin Bilgic
- Harvard Medical School, Boston, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA
- Harvard-MIT Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Alfred Anwander
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Carol A. Mathews
- Department of Psychiatry, Center for OCD, Anxiety, and Related Disorders, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Jeremiah M. Scharf
- Center for Human Genetics Research, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Kirsten Müller-Vahl
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Harald E. Möller
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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7
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Jain P, Miller-Fleming T, Topaloudi A, Yu D, Drineas P, Georgitsi M, Yang Z, Rizzo R, Müller-Vahl KR, Tumer Z, Mol Debes N, Hartmann A, Depienne C, Worbe Y, Mir P, Cath DC, Boomsma DI, Roessner V, Wolanczyk T, Janik P, Szejko N, Zekanowski C, Barta C, Nemoda Z, Tarnok Z, Buxbaum JD, Grice D, Glennon J, Stefansson H, Hengerer B, Benaroya-Milshtein N, Cardona F, Hedderly T, Heyman I, Huyser C, Morer A, Mueller N, Munchau A, Plessen KJ, Porcelli C, Walitza S, Schrag A, Martino D, Dietrich A, Mathews CA, Scharf JM, Hoekstra PJ, Davis LK, Paschou P. Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome. Transl Psychiatry 2023; 13:69. [PMID: 36823209 PMCID: PMC9950421 DOI: 10.1038/s41398-023-02341-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 01/23/2023] [Accepted: 01/27/2023] [Indexed: 02/25/2023] Open
Abstract
Tourette Syndrome (TS) is a complex neurodevelopmental disorder characterized by vocal and motor tics lasting more than a year. It is highly polygenic in nature with both rare and common previously associated variants. Epidemiological studies have shown TS to be correlated with other phenotypes, but large-scale phenome wide analyses in biobank level data have not been performed to date. In this study, we used the summary statistics from the latest meta-analysis of TS to calculate the polygenic risk score (PRS) of individuals in the UK Biobank data and applied a Phenome Wide Association Study (PheWAS) approach to determine the association of disease risk with a wide range of phenotypes. A total of 57 traits were found to be significantly associated with TS polygenic risk, including multiple psychosocial factors and mental health conditions such as anxiety disorder and depression. Additional associations were observed with complex non-psychiatric disorders such as Type 2 diabetes, heart palpitations, and respiratory conditions. Cross-disorder comparisons of phenotypic associations with genetic risk for other childhood-onset disorders (e.g.: attention deficit hyperactivity disorder [ADHD], autism spectrum disorder [ASD], and obsessive-compulsive disorder [OCD]) indicated an overlap in associations between TS and these disorders. ADHD and ASD had a similar direction of effect with TS while OCD had an opposite direction of effect for all traits except mental health factors. Sex-specific PheWAS analysis identified differences in the associations with TS genetic risk between males and females. Type 2 diabetes and heart palpitations were significantly associated with TS risk in males but not in females, whereas diseases of the respiratory system were associated with TS risk in females but not in males. This analysis provides further evidence of shared genetic and phenotypic architecture of different complex disorders.
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Affiliation(s)
- Pritesh Jain
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Tyne Miller-Fleming
- Division of Genetic Medicine, Department of Medicine Vanderbilt University Medical Center Nashville, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Apostolia Topaloudi
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Petros Drineas
- Department of Computer Science, Purdue University, West Lafayette, IN, USA
| | - Marianthi Georgitsi
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
- 1st Laboratory of Medical Biology-Genetics, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Zhiyu Yang
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Renata Rizzo
- Child and Adolescent Neurology and Psychiatry, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Kirsten R Müller-Vahl
- Department of Psychiatry, Social psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Zeynep Tumer
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Genetics, Kennedy Center, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Nanette Mol Debes
- Department of Pediatrics, Herlev University Hospital, Herlev, Denmark
| | - Andreas Hartmann
- Department of Neurology, Hôpital de la Pitié-Salpêtrière, Paris, France
| | - Christel Depienne
- Institute for Human Genetics, University Hospital Essen, Essen, Germany
| | - Yulia Worbe
- Assistance Publique Hôpitaux de Paris, Sorbonne University, Faculty of Medicine Hopital Saint Antoine, Paris, France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Pablo Mir
- Unidad de Trastornos del Movimiento. Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
| | - Danielle C Cath
- Department of Clinical and health Psychology, Utrecht University, Utrecht, Netherlands
| | - Dorret I Boomsma
- Institute for Anatomy and Cell Biology, Ulm University, Ulm, Germany
- EMGO+Institute for Health and Care Research, VU University Medical Centre, Amsterdam, Netherlands
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Tomasz Wolanczyk
- Department of Child Psychiatry, Medical University of Warsaw, Warsaw, Poland
| | - Piotr Janik
- Department of Neurology, Medical University of Warsaw, Warsaw, Poland
| | - Natalia Szejko
- Department of Neurology, Medical University of Warsaw, Warsaw, Poland
- Department of Bioethics, Medical University of Warsaw, Warsaw, Poland
| | - Cezary Zekanowski
- Department of Neurogenetics and Functional Genomics, Mossakowski Medical Research Institute, Polish Academy of Sciences, Warsaw, Poland
| | - Csaba Barta
- Department of Molecular Biology, Institute of Biochemistry and Molecular Biology, Semmelweis University, Budapest, Hungary
| | - Zsofia Nemoda
- Department of Molecular Biology, Institute of Biochemistry and Molecular Biology, Semmelweis University, Budapest, Hungary
| | - Zsanett Tarnok
- Vadaskert Clinic for Child and Adolescent Psychiatry, Budapest, Hungary
| | - Joseph D Buxbaum
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Dorothy Grice
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA
- Division of Tics, OCD, and Related Disorders, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Jeffrey Glennon
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, New York, Netherlands
| | | | - Bastian Hengerer
- Boehringer Ingelheim Pharma GmbH & Co. KG, CNS Research, Boehringer, Germany
| | - Noa Benaroya-Milshtein
- Child and Adolescent Psychiatry Department, Schneider Children's Medical Centre of Israel, Petah-Tikva. Affiliated to Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Francesco Cardona
- Department of Human Neurosciences, University La Sapienza of Rome, Rome, Italy
| | - Tammy Hedderly
- Evelina London Children's Hospital GSTT, Kings Health Partners AHSC, London, UK
| | - Isobel Heyman
- Psychological Medicine, Great Ormond Street Hospital NHS Foundation Trust, Great Ormond Street, London, UK
| | - Chaim Huyser
- Levvel, Academic Center for Child and Adolescent Psychiatry, Amsterdam, The Netherlands
- Amsterdam UMC, Department of Child and Adolescent Psychiatry, Amsterdam, The Netherlands
| | - Astrid Morer
- Department of Child and Adolescent Psychiatry and Psychology, Institute of Neurosciences, Hospital Clinic Universitario, Barcelona, Spain
- Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigacion en Red de Salud Mental (CIBERSAM), Instituto Carlos III, Barcelona, Spain
| | - Norbert Mueller
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Alexander Munchau
- Institute of Systems Motor Science, University of Lübeck, Lübeck, Germany
| | - Kerstin J Plessen
- Child and Adolescent Mental Health Centre, Mental Health Services, Capital Region of Denmark and University of Copenhagen, Copenhagen, Denmark
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Cesare Porcelli
- ASL BA, Maternal and Childood Department, Adolescence and Childhood Neuropsychiatry Unit, Bari, Italy
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry and Psychotherapy, University of Zurich, Zurich, Switzerland
| | - Anette Schrag
- Department of Clinical and Movement Neurosciences, UCL Institute of Neurology, University College London, London, UK
| | - Davide Martino
- Department of Clinical Neurosciences, Cumming School of Medicine & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Andrea Dietrich
- University of Groningen, University Medical Center Groningen, Department of Child and Adolescent Psychiatry, Groningen, the Netherlands
| | - Carol A Mathews
- Department of Psychiatry and Genetics Institute, University of Florida College of Medicine, Florida, USA
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Brigham and Women's Hospital, and the Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Pieter J Hoekstra
- University of Groningen, University Medical Center Groningen, Department of Child and Adolescent Psychiatry, Groningen, the Netherlands
| | - Lea K Davis
- Division of Genetic Medicine, Department of Medicine Vanderbilt University Medical Center Nashville, Nashville, TN, USA.
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA.
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8
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Miller-Fleming TW, Allos A, Gantz E, Yu D, Isaacs DA, Mathews CA, Scharf JM, Davis LK. Developing a Phenotype Risk Score for Tic Disorders in a Large, Clinical Biobank. medRxiv 2023:2023.02.21.23286253. [PMID: 36865201 PMCID: PMC9980249 DOI: 10.1101/2023.02.21.23286253] [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: 02/25/2023]
Abstract
Importance Tics are a common feature of early-onset neurodevelopmental disorders, characterized by involuntary and repetitive movements or sounds. Despite affecting up to 2% of young children and having a genetic contribution, the underlying causes remain poorly understood, likely due to the complex phenotypic and genetic heterogeneity among affected individuals. Objective In this study, we leverage dense phenotype information from electronic health records to identify the disease features associated with tic disorders within the context of a clinical biobank. These disease features are then used to generate a phenotype risk score for tic disorder. Design Using de-identified electronic health records from a tertiary care center, we extracted individuals with tic disorder diagnosis codes. We performed a phenome-wide association study to identify the features enriched in tic cases versus controls (N=1,406 and 7,030; respectively). These disease features were then used to generate a phenotype risk score for tic disorder, which was applied across an independent set of 90,051 individuals. A previously curated set of tic disorder cases from an electronic health record algorithm followed by clinician chart review was used to validate the tic disorder phenotype risk score. Main Outcomes and Measures Phenotypic patterns associated with a tic disorder diagnosis in the electronic health record. Results Our tic disorder phenome-wide association study revealed 69 significantly associated phenotypes, predominantly neuropsychiatric conditions, including obsessive compulsive disorder, attention-deficit hyperactivity disorder, autism, and anxiety. The phenotype risk score constructed from these 69 phenotypes in an independent population was significantly higher among clinician-validated tic cases versus non-cases. Conclusions and Relevance Our findings provide support for the use of large-scale medical databases to better understand phenotypically complex diseases, such as tic disorders. The tic disorder phenotype risk score provides a quantitative measure of disease risk that can be leveraged for the assignment of individuals in case-control studies or for additional downstream analyses.
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Affiliation(s)
- Tyne W. Miller-Fleming
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, TN, USA
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Annmarie Allos
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, TN, USA
- Department of Cognitive Science, Dartmouth College, Hanover, NH, USA
| | - Emily Gantz
- Department of Pediatric Neurology, Children’s Hospital of Alabama, Birmingham, AL, USA
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Pediatrics, Monroe Carell Jr. Children’s Hospital at Vanderbilt, Nashville, TN, USA
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - David A. Isaacs
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Pediatrics, Monroe Carell Jr. Children’s Hospital at Vanderbilt, Nashville, TN, USA
| | - Carol A. Mathews
- Department of Psychiatry, Genetics Institute, Center for OCD, Anxiety and Related Disorders, University of Florida, Gainesville, FL, USA
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Lea K. Davis
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, TN, USA
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, TN, USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, TN, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, TN, USA
- Department of Molecular Physiology and Biophysics, Vanderbilt University, TN, USA
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9
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Tsetsos F, Topaloudi A, Jain P, Yang Z, Yu D, Kolovos P, Tumer Z, Rizzo R, Hartmann A, Depienne C, Worbe Y, Müller-Vahl KR, Cath DC, Boomsma DI, Wolanczyk T, Zekanowski C, Barta C, Nemoda Z, Tarnok Z, Padmanabhuni SS, Buxbaum JD, Grice D, Glennon J, Stefansson H, Hengerer B, Yannaki E, Stamatoyannopoulos JA, Benaroya-Milshtein N, Cardona F, Hedderly T, Heyman I, Huyser C, Mir P, Morer A, Mueller N, Munchau A, Plessen KJ, Porcelli C, Roessner V, Walitza S, Schrag A, Martino D, Tischfield JA, Heiman GA, Willsey AJ, Dietrich A, Davis LK, Crowley JJ, Mathews CA, Scharf JM, Georgitsi M, Hoekstra PJ, Paschou P. Genome-wide Association Study Points to Novel Locus for Gilles de la Tourette Syndrome. Biol Psychiatry 2023:S0006-3223(23)00051-3. [PMID: 36738982 PMCID: PMC10783199 DOI: 10.1016/j.biopsych.2023.01.023] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 11/23/2022] [Accepted: 01/24/2023] [Indexed: 02/05/2023]
Abstract
BACKGROUND Tourette syndrome (TS) is a childhood-onset neurodevelopmental disorder of complex genetic architecture and is characterized by multiple motor tics and at least one vocal tic persisting for more than 1 year. METHODS We performed a genome-wide meta-analysis integrating a novel TS cohort with previously published data, resulting in a sample size of 6133 individuals with TS and 13,565 ancestry-matched control participants. RESULTS We identified a genome-wide significant locus on chromosome 5q15. Integration of expression quantitative trait locus, Hi-C (high-throughput chromosome conformation capture), and genome-wide association study data implicated the NR2F1 gene and associated long noncoding RNAs within the 5q15 locus. Heritability partitioning identified statistically significant enrichment in brain tissue histone marks, while polygenic risk scoring of brain volume data identified statistically significant associations with right and left thalamus volumes and right putamen volume. CONCLUSIONS Our work presents novel insights into the neurobiology of TS, thereby opening up new directions for future studies.
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Affiliation(s)
- Fotis Tsetsos
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Apostolia Topaloudi
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Pritesh Jain
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Zhiyu Yang
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Petros Kolovos
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Zeynep Tumer
- Department of Clinical Genetics, Kennedy Center, Copenhagen University Hospital, Rigshospitalet, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen
| | - Renata Rizzo
- Child and Adolescent Neurology and Psychiatry, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Andreas Hartmann
- Department of Neurology, Hôpital de la Pitié-Salpêtrière, Paris, France
| | - Christel Depienne
- Institute for Human Genetics, University Hospital Essen, Essen, Germany
| | - Yulia Worbe
- Assistance Publique Hôpitaux de Paris, Hopital Saint Antoine, Paris France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Kirsten R. Müller-Vahl
- Department of Psychiatry, Social psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Danielle C. Cath
- Department of Clinical and health Psychology, Utrecht University, Utrecht, Netherlands
| | - Dorret I. Boomsma
- Institute for Anatomy and Cell Biology, Ulm University, Ulm, Germany
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, Netherlands
| | - Tomasz Wolanczyk
- Department of Child Psychiatry, Medical University of Warsaw, Warsaw, Poland
| | - Cezary Zekanowski
- Laboratory of Neurogenetics, Department of Neurodegenerative Disorders, Mossakowski Medical Research Institute, Polish Academy of Sciences, Warsaw, Poland
| | - Csaba Barta
- Department of Molecular Biology, Institute of Biochemistry and Molecular Biology, Semmelweis University, Budapest, Hungary
| | - Zsofia Nemoda
- Department of Molecular Biology, Institute of Biochemistry and Molecular Biology, Semmelweis University, Budapest, Hungary
| | - Zsanett Tarnok
- Vadaskert Clinic for Child and Adolescent Psychiatry, Hungary
| | | | - Joseph D. Buxbaum
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, USA
| | - Dorothy Grice
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, USA
- Division of Tics, OCD, and Related Disorders, Icahn School of Medicine at Mount Sinai, USA
| | - Jeffrey Glennon
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Netherlands
| | | | - Bastian Hengerer
- Boehringer Ingelheim Pharma GmbH & Co. KG, CNS Research, Germany
| | - Evangelia Yannaki
- Hematology Department- Hematopoietic Cell Transplantation Unit, Gene and Cell Therapy Center, George Papanikolaou Hospital, Greece
- Department of Medicine, University of Washington, WA, USA
| | - John A. Stamatoyannopoulos
- Altius Institute for Biomedical Sciences, WA, USA
- Department of Genome Sciences, University of Washington, WA, USA
- Department of Medicine, Division of Oncology, University of Washington, WA, USA
| | - Noa Benaroya-Milshtein
- Child and Adolescent Psychiatry Department, Schneider Children’s Medical Centre of Israel, Petah-Tikva. Affiliated to Sackler Faculty of Medicine, Tel Aviv University, Israel
| | - Francesco Cardona
- Department of Human Neurosciences, University La Sapienza of Rome, Rome, Italy
| | - Tammy Hedderly
- Evelina London Children’s Hospital GSTT, Kings Health Partners AHSC, London, UK
| | - Isobel Heyman
- Psychological Medicine, Great Ormond Street Hospital NHS Foundation Trust, Great Ormond Street, London, UK
| | - Chaim Huyser
- Levvel, Academic Center for Child and Adolescent Psychiatry, Amsterdam, The Netherlands
- Amsterdam UMC, Department of Child and Adolescent Psychiatry, Amsterdam, The Netherlands
| | - Pablo Mir
- Unidad de Trastornos del Movimiento. Instituto de Biomedicina de Sevilla (IBiS). Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla. Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
| | - Astrid Morer
- Department of Child and Adolescent Psychiatry and Psychology, Institute of Neurosciences, Hospital Clinic Universitari, Barcelona, Spain
- Institut d’Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigacion en Red de Salud Mental (CIBERSAM), Instituto Carlos III, Spain
| | - Norbert Mueller
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Alexander Munchau
- Institute of Systems Motor Science, University of Lübeck, Lübeck, Germany
| | - Kerstin J Plessen
- Child and Adolescent Mental Health Centre, Mental Health Services, Capital Region of Denmark and University of Copenhagen, Copenhagen, Denmark
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Cesare Porcelli
- ASL BA, Maternal and Childood Department; Adolescence and Childhood Neuropsychiatry Unit; Bari, Italy
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry and Psychotherapy, University of Zurich, Zurich, Switzerland
| | - Anette Schrag
- Department of Clinical Neuroscience, UCL Institute of Neurology, University College London, London, UK
| | - Davide Martino
- Department of Clinical Neurosciences, Cumming School of Medicine & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | | | | | | | | | | | | | - Jay A. Tischfield
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Gary A. Heiman
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - A. Jeremy Willsey
- Department of Psychiatry and Behavioral Sciences, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
- Quantitative Biosciences Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Andrea Dietrich
- University of Groningen, University Medical Centre Groningen, Department of Child and Adolescent Psychiatry, Groningen, the Netherlands
| | - Lea K. Davis
- Division of Genetic Medicine, Department of Medicine Vanderbilt University Medical Center Nashville, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - James J. Crowley
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Carol A. Mathews
- Department of Psychiatry and Genetics Institute, University of Florida College of Medicine, USA
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Brigham and Women’s Hospital, and the Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Marianthi Georgitsi
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
- 1st Laboratory of Medical Biology-Genetics, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Pieter J. Hoekstra
- University of Groningen, University Medical Centre Groningen, Department of Child and Adolescent Psychiatry, Groningen, the Netherlands
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
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10
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Yu D, Scharf JM. Direct and Indirect Effects in Trio Studies: You Don't Know What You're Missing. Biol Psychiatry 2023; 93:6-7. [PMID: 36456078 DOI: 10.1016/j.biopsych.2022.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 10/19/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Departments of Neurology and Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
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11
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Abdulkadir M, Yu D, Osiecki L, King RA, Fernandez TV, Brown LW, Cheon KA, Coffey BJ, Garcia-Delgar B, Gilbert DL, Grice DE, Hagstrøm J, Hedderly T, Heyman I, Hong HJ, Huyser C, Ibanez-Gomez L, Kim YK, Kim YS, Koh YJ, Kook S, Kuperman S, Leventhal B, Madruga-Garrido M, Maras A, Mir P, Morer A, Münchau A, Plessen KJ, Roessner V, Shin EY, Song DH, Song J, Visscher F, Zinner SH, Mathews CA, Scharf JM, Tischfield JA, Heiman GA, Dietrich A, Hoekstra PJ. Investigation of gene-environment interactions in relation to tic severity. J Neural Transm (Vienna) 2021; 128:1757-1765. [PMID: 34389898 PMCID: PMC8536549 DOI: 10.1007/s00702-021-02396-y] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 07/28/2021] [Indexed: 12/27/2022]
Abstract
Tourette syndrome (TS) is a neuropsychiatric disorder with involvement of genetic and environmental factors. We investigated genetic loci previously implicated in Tourette syndrome and associated disorders in interaction with pre- and perinatal adversity in relation to tic severity using a case-only (N = 518) design. We assessed 98 single-nucleotide polymorphisms (SNPs) selected from (I) top SNPs from genome-wide association studies (GWASs) of TS; (II) top SNPs from GWASs of obsessive-compulsive disorder (OCD), attention-deficit/hyperactivity disorder (ADHD), and autism spectrum disorder (ASD); (III) SNPs previously implicated in candidate-gene studies of TS; (IV) SNPs previously implicated in OCD or ASD; and (V) tagging SNPs in neurotransmitter-related candidate genes. Linear regression models were used to examine the main effects of the SNPs on tic severity, and the interaction effect of these SNPs with a cumulative pre- and perinatal adversity score. Replication was sought for SNPs that met the threshold of significance (after correcting for multiple testing) in a replication sample (N = 678). One SNP (rs7123010), previously implicated in a TS meta-analysis, was significantly related to higher tic severity. We found a gene-environment interaction for rs6539267, another top TS GWAS SNP. These findings were not independently replicated. Our study highlights the future potential of TS GWAS top hits in gene-environment studies.
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Affiliation(s)
- Mohamed Abdulkadir
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands.
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA.
| | - Dongmei Yu
- Department of Neurology, Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Lisa Osiecki
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Robert A King
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, 06510, USA
| | - Thomas V Fernandez
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, 06510, USA
| | - Lawrence W Brown
- Pediatric Neuropsychiatry Program, Division of Neurology, The Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Keun-Ah Cheon
- Yonsei University College of Medicine, Severance Hospital, Seoul, 120-752, South Korea
| | - Barbara J Coffey
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA
- University of Miami Miller School of Medicine, Miami, FL, 33146, USA
| | - Blanca Garcia-Delgar
- Department of Child and Adolescent Psychiatry and Psychology, Institute of Neurosciences, Hospital Clinic Universitari, Barcelona, Spain
| | - Donald L Gilbert
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | | | - Julie Hagstrøm
- Child and Adolescent Mental Health Center, Mental Health Services, Capital Region of Denmark and Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Tammy Hedderly
- Evelina London Children's Hospital GSTT, Kings Health Partners AHSC, London, UK
| | - Isobel Heyman
- Psychological Medicine, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Hyun Ju Hong
- Department of Psychiatry, Hallym University Sacred Heart Hospital, Anyang, Gyeonggi, 14068, South Korea
| | - Chaim Huyser
- Academic Center for Child and Adolescent Psychiatry De Bascule, 1105 AZ, Amsterdam, The Netherlands
| | | | - Young Key Kim
- Department of Psychiatry, Yonsei Bom Clinic, Seoul, 03330, South Korea
| | - Young-Shin Kim
- University of California San Francisco Medical Center, San Francisco, CA, 94143, USA
| | - Yun-Joo Koh
- Korea Institute for Children's Social Development, Seoul, South Korea
| | - Sodahm Kook
- Yonsei-Nuri Mental Health Clinic, Seoul, 08005, South Korea
| | - Samuel Kuperman
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa, IA, 52242, USA
| | - Bennett Leventhal
- University of California San Francisco Medical Center, San Francisco, CA, 94143, USA
| | - Marcos Madruga-Garrido
- Sección de Neuropediatría, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
| | - Athanasios Maras
- Yulius Academy, Yulius Mental Health Organization, 3311 JG, Dordrecht, The Netherlands
| | - Pablo Mir
- Unidad de Trastornos del MovimientoInstituto de Biomedicina de Sevilla (IBiS). Hospital Universitario Virgen del Rocío/CSICUniversidad de Sevilla, Seville, Spain
| | - Astrid Morer
- Department of Child and Adolescent Psychiatry and Psychology, Institute of Neurosciences, Hospital Clinic Universitari Barcelona, Spain; Institut d'Investigacions Biomediques August Pi i Sunyer (IDIPABS) and Centro de Investigacion en Red de Salud Mental (CIBERSAM), Barcelona, Spain
| | - Alexander Münchau
- Institute of Systems of Motor Science, University of Lübeck, 23562, Lübeck, Germany
| | - Kerstin J Plessen
- Child and Adolescent Mental Health Center, Mental Health Services, Capital Region of Denmark and Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry, TU Dresden, Dresden, Germany
| | - Eun-Young Shin
- Yonsei University College of Medicine, Severance Hospital, Seoul, 120-752, South Korea
| | - Dong-Ho Song
- Yonsei University Severance Hospital, Seoul, 03722, South Korea
| | - Jungeun Song
- Department of Psychiatry, National Health Insurance Service Ilsan Hospital, Goyang, Gyeonggi, 10444, South Korea
| | - Frank Visscher
- Admiraal De Ruyter Ziekenhuis, Department of Neurology, Goes, The Netherlands
| | - Samuel H Zinner
- Department of Pediatrics, Division of Developmental Medicine, University of Washington School of Medicine, 1925 NE Pacific Street, Box 356524, Seattle, WA, 98195, USA
| | - Carol A Mathews
- Department of Psychiatry, Center for OCD, Anxiety and Related Disorders, and Genetics Institute, University of Florida College of Medicine, Gainesville, FL, 32611, USA
| | - Jeremiah M Scharf
- Department of Neurology, Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Jay A Tischfield
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA
| | - Gary A Heiman
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA
| | - Andrea Dietrich
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| | - Pieter J Hoekstra
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
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12
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Claudio-Campos K, Stevens D, Koo SW, Valko A, Bienvenu OJ, Budman CB, Cath DC, Darrow S, Geller D, Goes FS, Grados MA, Greenberg BD, Greenberg E, Hirschtritt ME, Illmann C, Ivankovic F, King RA, Knowles JA, Krasnow J, Lee PC, Lyon GJ, McCracken JT, Robertson MM, Osiecki L, Riddle MA, Rouleau G, Sandor P, Nestadt G, Samuels J, Scharf JM, Mathews CA. Is Persistent Motor or Vocal Tic Disorder a Milder Form of Tourette Syndrome? Mov Disord 2021; 36:1899-1910. [PMID: 33942911 PMCID: PMC8453968 DOI: 10.1002/mds.28593] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [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: 11/23/2020] [Revised: 01/28/2021] [Accepted: 03/05/2021] [Indexed: 01/04/2023] Open
Abstract
Background Persistent motor or vocal tic disorder (PMVT) has been hypothesized to be a forme fruste of Tourette syndrome (TS). Although the primary diagnostic criterion for PMVT (presence of motor or vocal tics, but not both) is clear, less is known about its clinical presentation. Objective The goals of this study were to compare the prevalence and number of comorbid psychiatric disorders, tic severity, age at tic onset, and family history for TS and PMVT. Methods We analyzed data from two independent cohorts using generalized linear equations and confirmed our findings using meta‐analyses, incorporating data from previously published literature. Results Rates of obsessive–compulsive disorder (OCD) and attention deficit hyperactivity disorder (ADHD) were lower in PMVT than in TS in all analyses. Other psychiatric comorbidities occurred with similar frequencies in PMVT and TS in both cohorts, although meta‐analyses suggested lower rates of most psychiatric disorders in PMVT compared with TS. ADHD and OCD increased the odds of comorbid mood, anxiety, substance use, and disruptive behaviors, and accounted for observed differences between PMVT and TS. Age of tic onset was approximately 2 years later, and tic severity was lower in PMVT than in TS. First‐degree relatives had elevated rates of TS, PMVT, OCD, and ADHD compared with population prevalences, with rates of TS equal to or greater than PMVT rates. Conclusions Our findings support the hypothesis that PMVT and TS occur along a clinical spectrum in which TS is a more severe and PMVT a less severe manifestation of a continuous neurodevelopmental tic spectrum disorder. © 2021 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society
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Affiliation(s)
- Karla Claudio-Campos
- Department of Pharmacotherapy and Translational Research, University of Florida College of Pharmacy, Gainesville, Florida, USA.,Department of Psychiatry, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Daniel Stevens
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sang-Wahn Koo
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Alexa Valko
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Oscar Joseph Bienvenu
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Cathy B Budman
- Department of Psychiatry, Zucker School of Medicine, Hempstead, New York, USA
| | - Danielle C Cath
- Department of Psychiatry, University of Groningen, Groningen, the Netherlands.,Department of Specialized Trainings, GGZ Drenthe Mental Health Institute, University Medical Center, Assen, the Netherlands
| | - Sabrina Darrow
- School of Medicine, University of California, San Francisco, San Francisco, California, USA.,Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - Daniel Geller
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Fernando S Goes
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Marco A Grados
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Benjamin D Greenberg
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Butler Hospital, and Providence VA Medical Center, Providence, Rhode Island, USA
| | - Erica Greenberg
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA.,Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Matthew E Hirschtritt
- Department of Specialized Trainings, GGZ Drenthe Mental Health Institute, University Medical Center, Assen, the Netherlands
| | - Cornelia Illmann
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Franjo Ivankovic
- Department of Psychiatry and Genetics Institute, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Robert A King
- Yale Child Study Center and Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, USA
| | - James A Knowles
- Department of Cell Biology, SUNY Downstate Medical Center College of Medicine, Brooklyn, New York, USA
| | - Janice Krasnow
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Paul C Lee
- Department of Behavioral Health, Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Gholson J Lyon
- Division of Human Genetics, Institute for Basic Research in Developmental Disabilities (IBR), Staten Island, New York, USA.,Biology PhD Program, The Graduate Center, The City University of New York, New York, New York, USA
| | - James T McCracken
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles School of Medicine, Los Angeles, California, USA
| | - Mary M Robertson
- Department of Psychiatry, University College of London, London, United Kingdom
| | - Lisa Osiecki
- Yale Child Study Center and Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Mark A Riddle
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Guy Rouleau
- Department of Neurology and Neurosurgery, Montreal Neurological Institute-Hospital, McGill University, Montreal, Quebec, Canada
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Toronto, Ontario, Canada
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences Baltimore, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jeremiah M Scharf
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Carol A Mathews
- Department of Psychiatry and Genetics Institute, University of Florida College of Medicine, Gainesville, Florida, USA
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13
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Grant JE, Peris TS, Ricketts EJ, Lochner C, Stein DJ, Stochl J, Chamberlain SR, Scharf JM, Dougherty DD, Woods DW, Piacentini J, Keuthen NJ. Identifying subtypes of trichotillomania (hair pulling disorder) and excoriation (skin picking) disorder using mixture modeling in a multicenter sample. J Psychiatr Res 2021; 137:603-612. [PMID: 33172654 PMCID: PMC7610704 DOI: 10.1016/j.jpsychires.2020.11.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [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: 09/05/2020] [Revised: 10/25/2020] [Accepted: 11/02/2020] [Indexed: 01/28/2023]
Abstract
Body-focused repetitive behavior disorders (BFRBs) include Trichotillomania (TTM; Hair pulling disorder) and Excoriation (Skin Picking) Disorder (SPD). These conditions are prevalent, highly heterogeneous, under-researched, and under-treated. In order for progress to be made in optimally classifying and treating these conditions, it is necessary to identify meaningful subtypes. 279 adults (100 with TTM, 81 with SPD, 40 with both TTM and SPD, and 58 controls) were recruited for an international, multi-center between-group comparison using mixture modeling, with stringent correction for multiple comparisons. The main outcome measure was to examine distinct subtypes (aka latent classes) across all study participants using item-level data from gold-standard instruments assessing detailed clinical measures. Mixture models identified 3 subtypes of TTM (entropy 0.98) and 2 subtypes of SPD (entropy 0.99) independent of the control group. Significant differences between these classes were identified on measures of disability, automatic and focused symptoms, perfectionism, trait impulsiveness, and inattention and hyperactivity. These data indicate the existence of three separate subtypes of TTM, and two separate subtypes of SPD, which are distinct from controls. The identified clinical differences between these latent classes may be useful to tailor future treatments by focusing on particular traits. Future work should examine whether these latent subtypes relate to treatment outcomes, or particular psychobiological findings using neuroimaging techniques.
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Affiliation(s)
- Jon E. Grant
- Department of Psychiatry & Behavioral Neuroscience University of Chicago, Chicago, IL, USA,Corresponding author.Department of Psychiatry & Behavioral Neuroscience, University of Chicago, 5841 S. Maryland Avenue, MC 3077, Chicago, IL, 60637, USA.
| | - Tara S. Peris
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Emily J. Ricketts
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | | | - Dan J. Stein
- SA MRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, South Africa
| | - Jan Stochl
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Department of Kinanthropology, Charles University, Prague, Czech Republic
| | | | - Jeremiah M. Scharf
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, USA
| | - Darin D. Dougherty
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, USA
| | - Douglas W. Woods
- Department of Psychology, Marquette University, Milwaukee, WI, USA
| | - John Piacentini
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Nancy J. Keuthen
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, USA
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14
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Camprodon JA, Chou T, Testo AA, Deckersbach T, Scharf JM, Dougherty DD. Case Report: Deep Brain Stimulation to the Ventral Internal Capsule/Ventral Striatum Induces Repeated Transient Episodes of Voltage-Dependent Tourette-Like Behaviors. Front Hum Neurosci 2021; 14:590379. [PMID: 33568978 PMCID: PMC7869408 DOI: 10.3389/fnhum.2020.590379] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 12/15/2020] [Indexed: 11/26/2022] Open
Abstract
Deep Brain Stimulation (DBS) is an invasive device-based neuromodulation technique that allows the therapeutic direct stimulation of subcortical and deep cortical structures following the surgical placement of stimulating electrodes. DBS is approved by the U.S. Federal Drug Administration for the treatment of movement disorders and obsessive-compulsive disorder, while new indications, including Major Depressive Disorder (MDD), are in experimental development. We report the case of a patient with MDD who received DBS to the ventral internal capsule and ventral striatum bilaterally and presented with 2 weeks of voltage-dependent Tourette-like symptoms including brief transient episodes of abrupt-onset and progressively louder coprolalia and stuttered speech; tic-like motor behavior in his right arm and leg; rushes of anxiety, angry prosody, angry affect; and moderate amnesia without confusion. We describe the results of the inpatient neuropsychiatric workup leading to the diagnosis of iatrogenic voltage-dependent activation of cortico-subcortical circuits and discuss insights into the pathophysiology of Tourette as well as safety considerations raised by the case.
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Affiliation(s)
- Joan A Camprodon
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Tina Chou
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Abigail A Testo
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Thilo Deckersbach
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Jeremiah M Scharf
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Darin D Dougherty
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
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15
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Tsetsos F, Yu D, Sul JH, Huang AY, Illmann C, Osiecki L, Darrow SM, Hirschtritt ME, Greenberg E, Muller-Vahl KR, Stuhrmann M, Dion Y, Rouleau GA, Aschauer H, Stamenkovic M, Schlögelhofer M, Sandor P, Barr CL, Grados MA, Singer HS, Nöthen MM, Hebebrand J, Hinney A, King RA, Fernandez TV, Barta C, Tarnok Z, Nagy P, Depienne C, Worbe Y, Hartmann A, Budman CL, Rizzo R, Lyon GJ, McMahon WM, Batterson JR, Cath DC, Malaty IA, Okun MS, Berlin C, Woods DW, Lee PC, Jankovic J, Robertson MM, Gilbert DL, Brown LW, Coffey BJ, Dietrich A, Hoekstra PJ, Kuperman S, Zinner SH, Wagner M, Knowles JA, Jeremy Willsey A, Tischfield JA, Heiman GA, Cox NJ, Freimer NB, Neale BM, Davis LK, Coppola G, Mathews CA, Scharf JM, Paschou P, Barr CL, Batterson JR, Berlin C, Budman CL, Cath DC, Coppola G, Cox NJ, Darrow S, Davis LK, Dion Y, Freimer NB, Grados MA, Greenberg E, Hirschtritt ME, Huang AY, Illmann C, King RA, Kurlan R, Leckman JF, Lyon GJ, Malaty IA, Mathews CA, McMahon WM, Neale BM, Okun MS, Osiecki L, Robertson MM, Rouleau GA, Sandor P, Scharf JM, Singer HS, Smit JH, Sul JH, Yu D, Aschauer HAH, Barta C, Budman CL, Cath DC, Depienne C, Hartmann A, Hebebrand J, Konstantinidis A, Mathews CA, Müller-Vahl K, Nagy P, Nöthen MM, Paschou P, Rizzo R, Rouleau GA, Sandor P, Scharf JM, Schlögelhofer M, Stamenkovic M, Stuhrmann M, Tsetsos F, Tarnok Z, Wolanczyk T, Worbe Y, Brown L, Cheon KA, Coffey BJ, Dietrich A, Fernandez TV, Garcia-Delgar B, Gilbert D, Grice DE, Hagstrøm J, Hedderly T, Heiman GA, Heyman I, Hoekstra PJ, Huyser C, Kim YK, Kim YS, King RA, Koh YJ, Kook S, Kuperman S, Leventhal BL, Madruga-Garrido M, Mir P, Morer A, Münchau A, Plessen KJ, Roessner V, Shin EY, Song DH, Song J, Tischfield JA, Willsey AJ, Zinner S, Aschauer H, Barr CL, Barta C, Batterson JR, Berlin C, Brown L, Budman CL, Cath DC, Coffey BJ, Coppola G, Cox NJ, Darrow S, Davis LK, Depienne C, Dietrich A, Dion Y, Fernandez T, Freimer NB, Gilbert D, Grados MA, Greenberg E, Hartmann A, Hebebrand J, Heiman G, Hirschtritt ME, Hoekstra P, Huang AY, Illmann C, Jankovic J, King RA, Kuperman S, Lee PC, Lyon GJ, Malaty IA, Mathews CA, McMahon WM, Müller-Vahl K, Nagy P, Neale BM, Nöthen MM, Okun MS, Osiecki L, Paschou P, Rizzo R, Robertson MM, Rouleau GA, Sandor P, Scharf JM, Schlögelhofer M, Singer HS, Stamenkovic M, Stuhrmann M, Sul JH, Tarnok Z, Tischfield J, Tsetsos F, Willsey AJ, Woods D, Worbe Y, Yu D, Zinner S. Synaptic processes and immune-related pathways implicated in Tourette syndrome. Transl Psychiatry 2021; 11:56. [PMID: 33462189 PMCID: PMC7814139 DOI: 10.1038/s41398-020-01082-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 09/18/2020] [Accepted: 10/21/2020] [Indexed: 12/23/2022] Open
Abstract
Tourette syndrome (TS) is a neuropsychiatric disorder of complex genetic architecture involving multiple interacting genes. Here, we sought to elucidate the pathways that underlie the neurobiology of the disorder through genome-wide analysis. We analyzed genome-wide genotypic data of 3581 individuals with TS and 7682 ancestry-matched controls and investigated associations of TS with sets of genes that are expressed in particular cell types and operate in specific neuronal and glial functions. We employed a self-contained, set-based association method (SBA) as well as a competitive gene set method (MAGMA) using individual-level genotype data to perform a comprehensive investigation of the biological background of TS. Our SBA analysis identified three significant gene sets after Bonferroni correction, implicating ligand-gated ion channel signaling, lymphocytic, and cell adhesion and transsynaptic signaling processes. MAGMA analysis further supported the involvement of the cell adhesion and trans-synaptic signaling gene set. The lymphocytic gene set was driven by variants in FLT3, raising an intriguing hypothesis for the involvement of a neuroinflammatory element in TS pathogenesis. The indications of involvement of ligand-gated ion channel signaling reinforce the role of GABA in TS, while the association of cell adhesion and trans-synaptic signaling gene set provides additional support for the role of adhesion molecules in neuropsychiatric disorders. This study reinforces previous findings but also provides new insights into the neurobiology of TS.
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Grants
- R01 NS102371 NINDS NIH HHS
- R01 NS096207 NINDS NIH HHS
- R01 NS096008 NINDS NIH HHS
- R01 NS105746 NINDS NIH HHS
- R01 MH115958 NIMH NIH HHS
- K08 MH099424 NIMH NIH HHS
- K02 NS085048 NINDS NIH HHS
- R01 MH115963 NIMH NIH HHS
- U01 HG009086 NHGRI NIH HHS
- R56 MH120736 NIMH NIH HHS
- U54 MD010722 NIMHD NIH HHS
- UL1 TR001863 NCATS NIH HHS
- R01 DC016977 NIDCD NIH HHS
- DP2 HD098859 NICHD NIH HHS
- R01 MH115961 NIMH NIH HHS
- U24 MH068457 NIMH NIH HHS
- R25 NS108939 NINDS NIH HHS
- R01 MH114927 NIMH NIH HHS
- R01 NR014852 NINR NIH HHS
- R21 HG010652 NHGRI NIH HHS
- R01 MH113362 NIMH NIH HHS
- RM1 HG009034 NHGRI NIH HHS
- FT is co-financed by Greece and the European Union (European Social Fund- ESF) through the Operational Programme «Human Resources Development, Education and Lifelong Learning» in the context of the project “Reinforcement of Postdoctoral Researchers - 2nd Cycle” (MIS-5033021), implemented by the State Scholarships Foundation (IKY)
- KMV has received financial or material research support from the EU (FP7-HEALTH-2011 No. 278367, FP7-PEOPLE-2012-ITN No. 316978), the German Research Foundation (DFG: GZ MU 1527/3-1), the German Ministry of Education and Research (BMBF: 01KG1421), the National Institute of Mental Health (NIMH), the Tourette Gesellschaft Deutschland e.V., the Else-Kroner-Fresenius-Stiftung, and GW, Almirall, Abide Therapeutics, and Therapix Biosiences and has received consultant’s honoraria from Abide Therapeutics, Tilray, Resalo Vertrieb GmbH, and Wayland Group, speaker’s fees from Tilray and Cogitando GmbH, and royalties from Medizinisch Wissenschaftliche Verlagsgesellschaft Berlin, Elsevier, and Kohlhammer; and is a consultant for Nuvelution TS Pharma Inc., Zynerba Pharmaceuticals, Resalo Vertrieb GmbH, CannaXan GmbH, Therapix Biosiences, Syqe, Nomovo Pharma, and Columbia Care.
- MMN has received fees for memberships in Scientific Advisory Boards from the Lundbeck Foundation and the Robert-Bosch-Stiftung, and for membership in the Medical-Scientific Editorial Office of the Deutsches Ärzteblatt. MMN was reimbursed travel expenses for a conference participation by Shire Deutschland GmbH. MMN receives salary payments from Life & Brain GmbH and holds shares in Life & Brain GmbH. All this concerned activities outside the submitted work.
- IM has participated in research funded by the Parkinson Foundation, Tourette Association, Dystonia Coalition, AbbVie, Biogen, Boston Scientific, Eli Lilly, Impax, Neuroderm, Prilenia, Revance, Teva but has no owner interest in any pharmaceutical company. She has received travel compensation or honoraria from the Tourette Association of America, Parkinson Foundation, International Association of Parkinsonism and Related Disorders, Medscape, and Cleveland Clinic, and royalties for writing a book with Robert rose publishers.
- MSO serves as a consultant for the Parkinson’s Foundation, and has received research grants from NIH, Parkinson’s Foundation, the Michael J. Fox Foundation, the Parkinson Alliance, Smallwood Foundation, the Bachmann-Strauss Foundation, the Tourette Syndrome Association, and the UF Foundation. MSO’s DBS research is supported by: NIH R01 NR014852 and R01NS096008. MSO is PI of the NIH R25NS108939 Training Grant. MSO has received royalties for publications with Demos, Manson, Amazon, Smashwords, Books4Patients, Perseus, Robert Rose, Oxford and Cambridge (movement disorders books). MSO is an associate editor for New England Journal of Medicine Journal Watch Neurology. MSO has participated in CME and educational activities on movement disorders sponsored by the Academy for Healthcare Learning, PeerView, Prime, QuantiaMD, WebMD/Medscape, Medicus, MedNet, Einstein, MedNet, Henry Stewart, American Academy of Neurology, Movement Disorders Society and by Vanderbilt University. The institution and not MSO receives grants from Medtronic, Abbvie, Boston Scientific, Abbott and Allergan and the PI has no financial interest in these grants. MSO has participated as a site PI and/or co-I for several NIH, foundation, and industry sponsored trials over the years but has not received honoraria. Research projects at the University of Florida receive device and drug donations.
- DW receives royalties for books on Tourette Syndrome with Guilford Press, Oxford University Press, and Springer Press.
- BMN is a member of the scientific advisory board at Deep Genomics and consultant for Camp4 Therapeutics, Takeda Pharmaceutical and Biogen.
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Affiliation(s)
- Fotis Tsetsos
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jae Hoon Sul
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Alden Y Huang
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Sabrina M Darrow
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Matthew E Hirschtritt
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Erica Greenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Kirsten R Muller-Vahl
- Clinic of Psychiatry, Social Psychiatry, and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Manfred Stuhrmann
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Yves Dion
- McGill University Health Center, University of Montreal, McGill University Health Centre, Montreal, Canada
| | - Guy A Rouleau
- Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Harald Aschauer
- Department of Psychiatry and Psychotherapy, Medical University Vienna, Vienna, Austria
- Biopsychosocial Corporation, Vienna, Austria
| | - Mara Stamenkovic
- Department of Psychiatry and Psychotherapy, Medical University Vienna, Vienna, Austria
| | | | - Paul Sandor
- University Health Network, Youthdale Treatment Centres, and University of Toronto, Toronto, Canada
| | - Cathy L Barr
- Krembil Research Institute, University Health Network, Hospital for Sick Children, and University of Toronto, Toronto, Canada
| | - Marco A Grados
- Johns Hopkins University School of Medicine and the Kennedy Krieger Institute, Baltimore, MD, USA
| | - Harvey S Singer
- Johns Hopkins University School of Medicine and the Kennedy Krieger Institute, Baltimore, MD, USA
| | - Markus M Nöthen
- Institute of Human Genetics, University Hospital Bonn, University of Bonn Medical School, Bonn, Germany
| | - Johannes Hebebrand
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Anke Hinney
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Robert A King
- Yale Child Study Center and the Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Thomas V Fernandez
- Yale Child Study Center and the Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Csaba Barta
- Institute of Medical Chemistry, Molecular Biology, and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Zsanett Tarnok
- Vadaskert Child and Adolescent Psychiatric Hospital, Budapest, Hungary
| | - Peter Nagy
- Vadaskert Child and Adolescent Psychiatric Hospital, Budapest, Hungary
| | - Christel Depienne
- Institute of Human Genetics, University Hospital Essen, University Duisburg-Essen, Essen, Germany
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
| | - Yulia Worbe
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique-Hôpitaux de Paris, Department of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique Hôpitaux de Paris, Hopital Saint Antoine, Paris, France
| | - Andreas Hartmann
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique-Hôpitaux de Paris, Department of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Cathy L Budman
- Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Renata Rizzo
- Child Neuropsychiatry, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Gholson J Lyon
- Jervis Clinic, NYS Institute for Basic Research in Developmental Disabilities (IBR), Staten Island, NY, USA
| | - William M McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, UT, USA
| | | | - Danielle C Cath
- Department of Psychiatry, University Medical Center Groningen and Rijksuniversity Groningen, and Drenthe Mental Health Center, Groningen, the Netherlands
| | - Irene A Malaty
- Department of Neurology, Norman Fixel Institute for Neurological Diseases, University of Florida Health, Gainesville, FL, USA
| | - Michael S Okun
- Department of Neurology, Norman Fixel Institute for Neurological Diseases, University of Florida Health, Gainesville, FL, USA
| | - Cheston Berlin
- Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Douglas W Woods
- Marquette University and University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Paul C Lee
- Tripler Army Medical Center and University of Hawaii John A. Burns School of Medicine, Honolulu, HI, USA
| | - Joseph Jankovic
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, TX, USA
| | - Mary M Robertson
- Division of Psychiatry, Department of Neuropsychiatry, University College London, London, UK
| | - Donald L Gilbert
- Division of Pediatric Neurology, Cincinnati Children's Hospital Medical Center; Department of Pediatrics, University of Cincinnati, Cincinnati, USA
| | | | - Barbara J Coffey
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Andrea Dietrich
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Pieter J Hoekstra
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Samuel Kuperman
- University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Samuel H Zinner
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | | | - A Jeremy Willsey
- Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Jay A Tischfield
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Gary A Heiman
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Nancy J Cox
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Nelson B Freimer
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Benjamin M Neale
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Lea K Davis
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Giovanni Coppola
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Carol A Mathews
- Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL, USA
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Brigham and Women's Hospital, and the Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA.
| | - Cathy L Barr
- Krembil Research Institute, University Health Network, Hospital for Sick Children, and University of Toronto, Toronto, Canada
| | | | - Cheston Berlin
- Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Cathy L Budman
- Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Danielle C Cath
- Department of Psychiatry, University Medical Center Groningen and Rijksuniversity Groningen, and Drenthe Mental Health Center, Groningen, the Netherlands
| | - Giovanni Coppola
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Nancy J Cox
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sabrina Darrow
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Lea K Davis
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Yves Dion
- McGill University Health Center, University of Montreal, McGill University Health Centre, Montreal, Canada
| | - Nelson B Freimer
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Marco A Grados
- Johns Hopkins University School of Medicine and the Kennedy Krieger Institute, Baltimore, MD, USA
| | - Erica Greenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Matthew E Hirschtritt
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Alden Y Huang
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Robert A King
- Yale Child Study Center and the Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Roger Kurlan
- Atlantic Neuroscience Institute, Overlook Hospital, Summit, NJ, USA
| | - James F Leckman
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Gholson J Lyon
- Jervis Clinic, NYS Institute for Basic Research in Developmental Disabilities (IBR), Staten Island, NY, USA
| | - Irene A Malaty
- Department of Neurology, Norman Fixel Institute for Neurological Diseases, University of Florida Health, Gainesville, FL, USA
| | - Carol A Mathews
- Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL, USA
| | - William M McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, UT, USA
| | - Benjamin M Neale
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Michael S Okun
- Department of Neurology, Norman Fixel Institute for Neurological Diseases, University of Florida Health, Gainesville, FL, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Mary M Robertson
- Division of Psychiatry, Department of Neuropsychiatry, University College London, London, UK
| | - Guy A Rouleau
- Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Paul Sandor
- University Health Network, Youthdale Treatment Centres, and University of Toronto, Toronto, Canada
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Brigham and Women's Hospital, and the Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Harvey S Singer
- Johns Hopkins University School of Medicine and the Kennedy Krieger Institute, Baltimore, MD, USA
| | - Jan H Smit
- Department of Psychiatry, VU UniversityMedical Center, Amsterdam, The Netherlands
| | - Jae Hoon Sul
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Harald Aschauer Harald Aschauer
- Department of Psychiatry and Psychotherapy, Medical University Vienna, Vienna, Austria
- Biopsychosocial Corporation, Vienna, Austria
| | - Csaba Barta
- Institute of Medical Chemistry, Molecular Biology, and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Cathy L Budman
- Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Danielle C Cath
- Department of Psychiatry, University Medical Center Groningen and Rijksuniversity Groningen, and Drenthe Mental Health Center, Groningen, the Netherlands
| | - Christel Depienne
- Institute of Human Genetics, University Hospital Essen, University Duisburg-Essen, Essen, Germany
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
| | - Andreas Hartmann
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique-Hôpitaux de Paris, Department of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Johannes Hebebrand
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Anastasios Konstantinidis
- Department of Psychiatry and Psychotherapy, Medical University Vienna, Vienna, Austria
- Center for Mental Health Muldenstrasse, BBRZMed, Linz, Austria
| | - Carol A Mathews
- Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL, USA
| | - Kirsten Müller-Vahl
- Clinic of Psychiatry, Social Psychiatry, and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Peter Nagy
- Vadaskert Child and Adolescent Psychiatric Hospital, Budapest, Hungary
| | - Markus M Nöthen
- Institute of Human Genetics, University Hospital Bonn, University of Bonn Medical School, Bonn, Germany
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Renata Rizzo
- Child Neuropsychiatry, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Guy A Rouleau
- Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Paul Sandor
- University Health Network, Youthdale Treatment Centres, and University of Toronto, Toronto, Canada
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Brigham and Women's Hospital, and the Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | | | - Mara Stamenkovic
- Department of Psychiatry and Psychotherapy, Medical University Vienna, Vienna, Austria
| | - Manfred Stuhrmann
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Fotis Tsetsos
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Zsanett Tarnok
- Vadaskert Child and Adolescent Psychiatric Hospital, Budapest, Hungary
| | - Tomasz Wolanczyk
- Department of Child Psychiatry, Medical University of Warsaw, 00-001, Warsaw, Poland
| | - Yulia Worbe
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique-Hôpitaux de Paris, Department of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique Hôpitaux de Paris, Hopital Saint Antoine, Paris, France
| | - Lawrence Brown
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Keun-Ah Cheon
- Yonsei University College of Medicine, Yonsei Yoo & Kim Mental Health Clinic, Seoul, South Korea
| | - Barbara J Coffey
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Andrea Dietrich
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Thomas V Fernandez
- Yale Child Study Center and the Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Blanca Garcia-Delgar
- Department of Child and Adolescent Psychiatry and Psychology, Institute of Neurosciences, Hospital Clinic Universitari, Barcelona, Spain
| | - Donald Gilbert
- Division of Pediatric Neurology, Cincinnati Children's Hospital Medical Center; Department of Pediatrics, University of Cincinnati, Cincinnati, USA
| | - Dorothy E Grice
- Department of Psychiatry, Friedman Brain Institute, Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Julie Hagstrøm
- Child and Adolescent Mental Health Center, Mental Health Services, Capital Region of Denmark and University of Copenhagen, Copenhagen, Denmark
| | - Tammy Hedderly
- Tic and Neurodevelopmental Movements Service (TANDeM), Evelina Children's Hospital, Guys and St Thomas' NHS Foundation Trust, London, UK
- Paediatric Neurosciences, Kings College London, London, UK
| | - Gary A Heiman
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Isobel Heyman
- UCL Great Ormond Street Institute of Child Health, University College London, London, UK
- Psychological and Mental Health Services, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Pieter J Hoekstra
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Chaim Huyser
- De Bascule, Academic Centre for Child and Adolescent Psychiatry, Amsterdam, The Netherlands
| | | | - Young-Shin Kim
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA
| | - Robert A King
- Yale Child Study Center and the Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Yun-Joo Koh
- The Korea Institute for Children's Social Development, Rudolph Child Research Center, Seoul, South Korea
| | - Sodahm Kook
- Kangbuk Samsung Hospital, Seoul, South Korea
| | - Samuel Kuperman
- University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Bennett L Leventhal
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA
| | - Marcos Madruga-Garrido
- Sección de Neuropediatría, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
| | - Pablo Mir
- Hospital Universitario Virgen del Rocío, Sevilla, Spain
- Centro de Investigación en Red-Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
| | - Astrid Morer
- Department of Child and Adolescent Psychiatry and Psychology, Institute of Neurosciences, Hospital Clínic Universitari, Barcelona, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en red de Salud Mental (CIBERSAM), Barcelona, Spain
| | - Alexander Münchau
- Institute of Systems Motor Science, University of Lübeck, Lübeck, Germany
| | - Kerstin J Plessen
- Child and Adolescent Mental Health Centre, Mental Health Services, Capital Region of Denmark, Copenhagen, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Aarhus, Denmark
- Service of Child and Adolescent Psychiatry, Department of Psychiatry, University Medical Center, University of Lausanne, Lausanne, Switzerland
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, University Hospital Carl Gustav CarusTU Dresden, Dresden, Germany
| | - Eun-Young Shin
- Yonsei University College of Medicine, Yonsei Yoo & Kim Mental Health Clinic, Seoul, South Korea
| | - Dong-Ho Song
- Yonsei University College of Medicine, Yonsei Yoo & Kim Mental Health Clinic, Seoul, South Korea
| | - Jungeun Song
- National Health Insurance Service Ilsan Hospital, Goyang-Si, South Korea
| | - Jay A Tischfield
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - A Jeremy Willsey
- Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Samuel Zinner
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Harald Aschauer
- Department of Psychiatry and Psychotherapy, Medical University Vienna, Vienna, Austria
- Biopsychosocial Corporation, Vienna, Austria
| | - Cathy L Barr
- Krembil Research Institute, University Health Network, Hospital for Sick Children, and University of Toronto, Toronto, Canada
| | - Csaba Barta
- Institute of Medical Chemistry, Molecular Biology, and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | | | - Cheston Berlin
- Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Lawrence Brown
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Cathy L Budman
- Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Danielle C Cath
- Department of Psychiatry, University Medical Center Groningen and Rijksuniversity Groningen, and Drenthe Mental Health Center, Groningen, the Netherlands
| | - Barbara J Coffey
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Giovanni Coppola
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Nancy J Cox
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sabrina Darrow
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Lea K Davis
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christel Depienne
- Institute of Human Genetics, University Hospital Essen, University Duisburg-Essen, Essen, Germany
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
| | - Andrea Dietrich
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Yves Dion
- McGill University Health Center, University of Montreal, McGill University Health Centre, Montreal, Canada
| | - Thomas Fernandez
- Yale Child Study Center and the Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Nelson B Freimer
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Donald Gilbert
- Division of Pediatric Neurology, Cincinnati Children's Hospital Medical Center; Department of Pediatrics, University of Cincinnati, Cincinnati, USA
| | - Marco A Grados
- Johns Hopkins University School of Medicine and the Kennedy Krieger Institute, Baltimore, MD, USA
| | - Erica Greenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Andreas Hartmann
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique-Hôpitaux de Paris, Department of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Johannes Hebebrand
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Gary Heiman
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Matthew E Hirschtritt
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Pieter Hoekstra
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Alden Y Huang
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Joseph Jankovic
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, TX, USA
| | - Robert A King
- Yale Child Study Center and the Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Samuel Kuperman
- University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Paul C Lee
- Tripler Army Medical Center and University of Hawaii John A. Burns School of Medicine, Honolulu, HI, USA
| | - Gholson J Lyon
- Jervis Clinic, NYS Institute for Basic Research in Developmental Disabilities (IBR), Staten Island, NY, USA
| | - Irene A Malaty
- Department of Neurology, Norman Fixel Institute for Neurological Diseases, University of Florida Health, Gainesville, FL, USA
| | - Carol A Mathews
- Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL, USA
| | - William M McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, UT, USA
| | - Kirsten Müller-Vahl
- Clinic of Psychiatry, Social Psychiatry, and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Peter Nagy
- Vadaskert Child and Adolescent Psychiatric Hospital, Budapest, Hungary
| | - Benjamin M Neale
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Markus M Nöthen
- Institute of Human Genetics, University Hospital Bonn, University of Bonn Medical School, Bonn, Germany
| | - Michael S Okun
- Department of Neurology, Norman Fixel Institute for Neurological Diseases, University of Florida Health, Gainesville, FL, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Renata Rizzo
- Child Neuropsychiatry, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Mary M Robertson
- Division of Psychiatry, Department of Neuropsychiatry, University College London, London, UK
| | - Guy A Rouleau
- Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Paul Sandor
- University Health Network, Youthdale Treatment Centres, and University of Toronto, Toronto, Canada
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Brigham and Women's Hospital, and the Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | | | - Harvey S Singer
- Johns Hopkins University School of Medicine and the Kennedy Krieger Institute, Baltimore, MD, USA
| | - Mara Stamenkovic
- Department of Psychiatry and Psychotherapy, Medical University Vienna, Vienna, Austria
| | - Manfred Stuhrmann
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Jae Hoon Sul
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Zsanett Tarnok
- Vadaskert Child and Adolescent Psychiatric Hospital, Budapest, Hungary
| | - Jay Tischfield
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Fotis Tsetsos
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - A Jeremy Willsey
- Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Douglas Woods
- Marquette University and University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Yulia Worbe
- Sorbonne Universités, UPMC Université Paris 06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique-Hôpitaux de Paris, Department of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Assistance Publique Hôpitaux de Paris, Hopital Saint Antoine, Paris, France
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Samuel Zinner
- Department of Pediatrics, University of Washington, Seattle, WA, USA
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16
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Yilmaz Z, Halvorsen M, Bryois J, Yu D, Thornton LM, Zerwas S, Micali N, Moessner R, Burton CL, Zai G, Erdman L, Kas MJ, Arnold PD, Davis LK, Knowles JA, Breen G, Scharf JM, Nestadt G, Mathews CA, Bulik CM, Mattheisen M, Crowley JJ. Examination of the shared genetic basis of anorexia nervosa and obsessive-compulsive disorder. Mol Psychiatry 2020; 25:2036-2046. [PMID: 30087453 PMCID: PMC6367065 DOI: 10.1038/s41380-018-0115-4] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [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: 12/11/2017] [Revised: 03/16/2018] [Accepted: 05/25/2018] [Indexed: 12/22/2022]
Abstract
Anorexia nervosa (AN) and obsessive-compulsive disorder (OCD) are often comorbid and likely to share genetic risk factors. Hence, we examine their shared genetic background using a cross-disorder GWAS meta-analysis of 3495 AN cases, 2688 OCD cases, and 18,013 controls. We confirmed a high genetic correlation between AN and OCD (rg = 0.49 ± 0.13, p = 9.07 × 10-7) and a sizable SNP heritability (SNP h2 = 0.21 ± 0.02) for the cross-disorder phenotype. Although no individual loci reached genome-wide significance, the cross-disorder phenotype showed strong positive genetic correlations with other psychiatric phenotypes (e.g., rg = 0.36 with bipolar disorder and 0.34 with neuroticism) and negative genetic correlations with metabolic phenotypes (e.g., rg = -0.25 with body mass index and -0.20 with triglycerides). Follow-up analyses revealed that although AN and OCD overlap heavily in their shared risk with other psychiatric phenotypes, the relationship with metabolic and anthropometric traits is markedly stronger for AN than for OCD. We further tested whether shared genetic risk for AN/OCD was associated with particular tissue or cell-type gene expression patterns and found that the basal ganglia and medium spiny neurons were most enriched for AN-OCD risk, consistent with neurobiological findings for both disorders. Our results confirm and extend genetic epidemiological findings of shared risk between AN and OCD and suggest that larger GWASs are warranted.
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Affiliation(s)
- Zeynep Yilmaz
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Matthew Halvorsen
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Julien Bryois
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Laura M. Thornton
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Stephanie Zerwas
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nadia Micali
- Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland,UCL Institute of Child Health, UCL, London, UK,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - Christie L. Burton
- Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Gwyneth Zai
- Neurogenetics Section, Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Lauren Erdman
- Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Martien J. Kas
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, The Netherlands,Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, The Netherlands
| | - Paul D. Arnold
- Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada,Mathison Centre for Mental Health Research & Education, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Lea K. Davis
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA,Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA,Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - James A. Knowles
- Department of Psychiatry and Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Gerome Breen
- MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Science, Johns Hopkins University, Baltimore, MD, USA
| | - Carol A. Mathews
- Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL, USA
| | - Cynthia M. Bulik
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Manuel Mattheisen
- Department of Biomedicine, Aarhus University, Aarhus, Denmark,The Lundbeck Foundation Initiative of Integrative Psychiatric Research (iPSYCH), Denmark,Department of Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - James J. Crowley
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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17
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Bralten J, Widomska J, Witte WD, Yu D, Mathews CA, Scharf JM, Buitelaar J, Crosbie J, Schachar R, Arnold P, Lemire M, Burton CL, Franke B, Poelmans G. Shared genetic etiology between obsessive-compulsive disorder, obsessive-compulsive symptoms in the population, and insulin signaling. Transl Psychiatry 2020; 10:121. [PMID: 32341337 PMCID: PMC7186226 DOI: 10.1038/s41398-020-0793-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 03/11/2020] [Accepted: 03/30/2020] [Indexed: 11/25/2022] Open
Abstract
Obsessive-compulsive symptoms (OCS) in the population have been linked to obsessive-compulsive disorder (OCD) in genetic and epidemiological studies. Insulin signaling has been implicated in OCD. We extend previous work by assessing genetic overlap between OCD, population-based OCS, and central nervous system (CNS) and peripheral insulin signaling. We conducted genome-wide association studies (GWASs) in the population-based Philadelphia Neurodevelopmental Cohort (PNC, 650 children and adolescents) of the total OCS score and six OCS factors from an exploratory factor analysis of 22 questions. Subsequently, we performed polygenic risk score (PRS)-based analysis to assess shared genetic etiologies between clinical OCD (using GWAS data from the Psychiatric Genomics Consortium), the total OCS score and OCS factors. We then performed gene-set analyses with a set of OCD-linked genes centered around CNS insulin-regulated synaptic function and PRS-based analyses for five peripheral insulin signaling-related traits. For validation purposes, we explored data from the independent Spit for Science population cohort (5,047 children and adolescents). In the PNC, we found a significant shared genetic etiology between OCD and 'guilty taboo thoughts'. In the Spit for Science cohort, we additionally observed genetic sharing between 'symmetry/counting/ordering' and 'contamination/cleaning'. The CNS insulin-linked gene-set also associated with 'symmetry/counting/ordering' in the PNC. Further, we identified genetic sharing between peripheral insulin signaling-related traits: type 2 diabetes with 'aggressive taboo thoughts', and levels of fasting insulin and 2 h glucose with OCD. In conclusion, OCD, OCS in the population and insulin-related traits share genetic risk factors, indicating a common etiological mechanism underlying somatic and psychiatric disorders.
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Affiliation(s)
- Janita Bralten
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Joanna Widomska
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ward De Witte
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Carol A Mathews
- Department of Psychiatry and Genetics Institute, University of Florida, Gainesville, FL, USA
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Jan Buitelaar
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
- Karakter Child and Adolescent Psychiatry, Nijmegen, The Netherlands
| | - Jennifer Crosbie
- Neurosciences & Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Russell Schachar
- Neurosciences & Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Paul Arnold
- Genetics & Genome Biology, Hospital for Sick Children, Toronto, ON, Canada
- Mathison Centre for Mental Health Research and Education, University of Calgary, Calgary, AB, Canada
- Departments of Psychiatry & Medical Genetics; Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Mathieu Lemire
- Neurosciences & Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
| | - Christie L Burton
- Neurosciences & Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
| | - Barbara Franke
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Geert Poelmans
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands.
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18
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Abstract
This is the fifth yearly article in the Tourette Syndrome Research Highlights series, summarizing research from 2018 relevant to Tourette syndrome and other tic disorders. The authors briefly summarize reports they consider most important or interesting. The highlights from 2019 article is being drafted on the Authorea online authoring platform, and readers are encouraged to add references or give feedback on our selections using the comments feature on that page. After the calendar year ends, the article is submitted as the annual update for the Tics collection on F1000Research.
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Affiliation(s)
- Olivia Rose
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Andreas Hartmann
- Sorbonne University, National Reference Centre for Tourette Disorder, Pitié-Salpêtrière Hospital, Paris, France
| | - Yulia Worbe
- Sorbonne University, National Reference Centre for Tourette Disorder, Pitié-Salpêtrière Hospital, Paris, France
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kevin J. Black
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Psychiatry, Neurology, and Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
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19
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Mufford M, Cheung J, Jahanshad N, van der Merwe C, Ding L, Groenewold N, Koen N, Chimusa ER, Dalvie S, Ramesar R, Knowles JA, Lochner C, Hibar DP, Paschou P, van den Heuvel OA, Medland SE, Scharf JM, Mathews CA, Thompson PM, Stein DJ. Concordance of genetic variation that increases risk for tourette syndrome and that influences its underlying neurocircuitry. Transl Psychiatry 2019; 9:120. [PMID: 30902966 PMCID: PMC6430767 DOI: 10.1038/s41398-019-0452-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [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: 07/12/2018] [Revised: 02/13/2019] [Accepted: 02/16/2019] [Indexed: 01/18/2023] Open
Abstract
There have been considerable recent advances in understanding the genetic architecture of Tourette syndrome (TS) as well as its underlying neurocircuitry. However, the mechanisms by which genetic variation that increases risk for TS-and its main symptom dimensions-influence relevant brain regions are poorly understood. Here we undertook a genome-wide investigation of the overlap between TS genetic risk and genetic influences on the volume of specific subcortical brain structures that have been implicated in TS. We obtained summary statistics for the most recent TS genome-wide association study (GWAS) from the TS Psychiatric Genomics Consortium Working Group (4644 cases and 8695 controls) and GWAS of subcortical volumes from the ENIGMA consortium (30,717 individuals). We also undertook analyses using GWAS summary statistics of key symptom factors in TS, namely social disinhibition and symmetry behaviour. SNP effect concordance analysis (SECA) was used to examine genetic pleiotropy-the same SNP affecting two traits-and concordance-the agreement in single nucelotide polymorphism (SNP) effect directions across these two traits. In addition, a conditional false discovery rate (FDR) analysis was performed, conditioning the TS risk variants on each of the seven subcortical and the intracranial brain volume GWAS. Linkage disequilibrium score regression (LDSR) was used as validation of the SECA method. SECA revealed significant pleiotropy between TS and putamen (p = 2 × 10-4) and caudate (p = 4 × 10-4) volumes, independent of direction of effect, and significant concordance between TS and lower thalamic volume (p = 1 × 10-3). LDSR lent additional support for the association between TS and thalamus volume (p = 5.85 × 10-2). Furthermore, SECA revealed significant evidence of concordance between the social disinhibition symptom dimension and lower thalamus volume (p = 1 × 10-3), as well as concordance between symmetry behaviour and greater putamen volume (p = 7 × 10-4). Conditional FDR analysis further revealed novel variants significantly associated with TS (p < 8 × 10-7) when conditioning on intracranial (rs2708146, q = 0.046; and rs72853320, q = 0.035) and hippocampal (rs1922786, q = 0.001) volumes, respectively. These data indicate concordance for genetic variation involved in disorder risk and subcortical brain volumes in TS. Further work with larger samples is needed to fully delineate the genetic architecture of these disorders and their underlying neurocircuitry.
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Affiliation(s)
- Mary Mufford
- 0000 0004 1937 1151grid.7836.aHuman Genetics Research Unit, Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Josh Cheung
- 0000 0001 2156 6853grid.42505.36Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA USA
| | - Neda Jahanshad
- 0000 0001 2156 6853grid.42505.36Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA USA
| | - Celia van der Merwe
- 0000 0004 1937 1151grid.7836.aHuman Genetics Research Unit, Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Linda Ding
- 0000 0001 2156 6853grid.42505.36Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA USA
| | - Nynke Groenewold
- 0000 0004 1937 1151grid.7836.aDepartment of Psychiatry and MRC Unit on Risk & Resilience, University of Cape Town, Cape Town, South Africa
| | - Nastassja Koen
- 0000 0004 1937 1151grid.7836.aDepartment of Psychiatry and MRC Unit on Risk & Resilience, University of Cape Town, Cape Town, South Africa ,0000 0004 0635 1506grid.413335.3Groote Schuur Hospital and Neuroscience Institute, Cape Town, South Africa
| | - Emile R. Chimusa
- 0000 0004 1937 1151grid.7836.aHuman Genetics Research Unit, Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Shareefa Dalvie
- 0000 0004 1937 1151grid.7836.aDepartment of Psychiatry and MRC Unit on Risk & Resilience, University of Cape Town, Cape Town, South Africa ,0000 0004 0635 1506grid.413335.3Groote Schuur Hospital and Neuroscience Institute, Cape Town, South Africa
| | - Raj Ramesar
- 0000 0004 1937 1151grid.7836.aHuman Genetics Research Unit, Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - James A. Knowles
- 0000 0001 2156 6853grid.42505.36Department of Psychiatry and the Behavioural Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA USA
| | - Christine Lochner
- 0000 0001 2214 904Xgrid.11956.3aDepartment of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Derrek P. Hibar
- 0000 0001 2156 6853grid.42505.36Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA USA
| | - Peristera Paschou
- 0000 0004 1937 2197grid.169077.eDepartment of Biological Sciences, Purdue University, West Lafayette, IN USA
| | - Odile A. van den Heuvel
- grid.484519.5Department of Psychiatry, Department of Anatomy & Neurosciences, VU University Medical Center, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Sarah E. Medland
- 0000 0001 2294 1395grid.1049.cQIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Jeremiah M. Scharf
- 000000041936754Xgrid.38142.3cPsychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Harvard Medical School, Boston, MA USA ,0000 0004 0386 9924grid.32224.35Department of Psychiatry, Massachusetts General Hospital, Boston, MA USA ,0000 0004 0386 9924grid.32224.35Department of Neurology, Massachusetts General Hospital, Boston, MA USA
| | - Carol A. Mathews
- 0000 0004 1936 8091grid.15276.37Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL USA
| | - Paul M. Thompson
- 0000 0001 2156 6853grid.42505.36Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA USA
| | - Dan J. Stein
- 0000 0004 1937 1151grid.7836.aDepartment of Psychiatry and MRC Unit on Risk & Resilience, University of Cape Town, Cape Town, South Africa ,0000 0004 0635 1506grid.413335.3Groote Schuur Hospital and Neuroscience Institute, Cape Town, South Africa
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20
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Yu D, Sul JH, Tsetsos F, Nawaz MS, Huang AY, Zelaya I, Illmann C, Osiecki L, Darrow SM, Hirschtritt ME, Greenberg E, Muller-Vahl KR, Stuhrmann M, Dion Y, Rouleau G, Aschauer H, Stamenkovic M, Schlögelhofer M, Sandor P, Barr CL, Grados M, Singer HS, Nöthen MM, Hebebrand J, Hinney A, King RA, Fernandez TV, Barta C, Tarnok Z, Nagy P, Depienne C, Worbe Y, Hartmann A, Budman CL, Rizzo R, Lyon GJ, McMahon WM, Batterson JR, Cath DC, Malaty IA, Okun MS, Berlin C, Woods DW, Lee PC, Jankovic J, Robertson MM, Gilbert DL, Brown LW, Coffey BJ, Dietrich A, Hoekstra PJ, Kuperman S, Zinner SH, Luðvigsson P, Sæmundsen E, Thorarensen Ó, Atzmon G, Barzilai N, Wagner M, Moessner R, Ophoff R, Pato CN, Pato MT, Knowles JA, Roffman JL, Smoller JW, Buckner RL, Willsey JA, Tischfield JA, Heiman GA, Stefansson H, Stefansson K, Posthuma D, Cox NJ, Pauls DL, Freimer NB, Neale BM, Davis LK, Paschou P, Coppola G, Mathews CA, Scharf JM. Interrogating the Genetic Determinants of Tourette's Syndrome and Other Tic Disorders Through Genome-Wide Association Studies. Am J Psychiatry 2019; 176:217-227. [PMID: 30818990 PMCID: PMC6677250 DOI: 10.1176/appi.ajp.2018.18070857] [Citation(s) in RCA: 175] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Tourette's syndrome is polygenic and highly heritable. Genome-wide association study (GWAS) approaches are useful for interrogating the genetic architecture and determinants of Tourette's syndrome and other tic disorders. The authors conducted a GWAS meta-analysis and probed aggregated Tourette's syndrome polygenic risk to test whether Tourette's and related tic disorders have an underlying shared genetic etiology and whether Tourette's polygenic risk scores correlate with worst-ever tic severity and may represent a potential predictor of disease severity. METHODS GWAS meta-analysis, gene-based association, and genetic enrichment analyses were conducted in 4,819 Tourette's syndrome case subjects and 9,488 control subjects. Replication of top loci was conducted in an independent population-based sample (706 case subjects, 6,068 control subjects). Relationships between Tourette's polygenic risk scores (PRSs), other tic disorders, ascertainment, and tic severity were examined. RESULTS GWAS and gene-based analyses identified one genome-wide significant locus within FLT3 on chromosome 13, rs2504235, although this association was not replicated in the population-based sample. Genetic variants spanning evolutionarily conserved regions significantly explained 92.4% of Tourette's syndrome heritability. Tourette's-associated genes were significantly preferentially expressed in dorsolateral prefrontal cortex. Tourette's PRS significantly predicted both Tourette's syndrome and tic spectrum disorders status in the population-based sample. Tourette's PRS also significantly correlated with worst-ever tic severity and was higher in case subjects with a family history of tics than in simplex case subjects. CONCLUSIONS Modulation of gene expression through noncoding variants, particularly within cortico-striatal circuits, is implicated as a fundamental mechanism in Tourette's syndrome pathogenesis. At a genetic level, tic disorders represent a continuous spectrum of disease, supporting the unification of Tourette's syndrome and other tic disorders in future diagnostic schemata. Tourette's PRSs derived from sufficiently large samples may be useful in the future for predicting conversion of transient tics to chronic tic disorders, as well as tic persistence and lifetime tic severity.
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Affiliation(s)
- Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center
for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of
MIT and Harvard, Cambridge, Massachusetts, USA
| | - Jae Hoon Sul
- Semel Institute for Neuroscience and Human Behavior, David
Geffen School of Medicine, University of California Los Angeles, Los Angeles,
California, USA
- Department of Psychiatry and Biobehavioral Sciences,
University of California, Los Angeles, California, USA
| | - Fotis Tsetsos
- Department of Molecular Biology and Genetics, Democritus
University of Thrace, Xanthi, Greece
- Department of Biological Sciences, Purdue University, West
Lafayette, Indiana, USA
| | | | - Alden Y. Huang
- Semel Institute for Neuroscience and Human Behavior, David
Geffen School of Medicine, University of California Los Angeles, Los Angeles,
California, USA
- Department of Psychiatry and Biobehavioral Sciences,
University of California, Los Angeles, California, USA
- Bioinformatics Interdepartmental Program, University of
California, Los Angeles, Los Angeles, California, USA
| | - Ivette Zelaya
- Semel Institute for Neuroscience and Human Behavior, David
Geffen School of Medicine, University of California Los Angeles, Los Angeles,
California, USA
- Department of Psychiatry and Biobehavioral Sciences,
University of California, Los Angeles, California, USA
- Bioinformatics Interdepartmental Program, University of
California, Los Angeles, Los Angeles, California, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center
for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center
for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
| | - Sabrina M. Darrow
- Department of Psychiatry, University of California, San
Francisco, San Francisco, California, USA
| | - Matthew E. Hirschtritt
- Department of Psychiatry, UCSF Weill Institute for
Neurosciences, University of California, San Francisco, San Francisco, California,
USA
| | - Erica Greenberg
- Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
| | - Kirsten R. Muller-Vahl
- Clinic of Psychiatry, Social Psychiatry and
Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Manfred Stuhrmann
- Institute of Human Genetics, Hannover Medical School,
Hannover, Germany
| | - Yves Dion
- McGill University Health Center (MUHC), University of
Montréal, Centre Universitaire de Santé de Montréal (CHUM),
Montreal, Quebec, Canada
| | - Guy Rouleau
- Montreal Neurological Institute, Department of Neurology
and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Harald Aschauer
- Department of Psychiatry and Psychotherapy, Medical
University Vienna, Vienna, Austria
- Biopsychosocial Corporation, Vienna, Austria
| | - Mara Stamenkovic
- Department of Psychiatry and Psychotherapy, Medical
University Vienna, Vienna, Austria
| | | | - Paul Sandor
- University Health Network and Youthdale Treatment Centres
University of Toronto, Toronto, Ontario, Canada
| | - Cathy L. Barr
- Krembil Research Institute, University Health Network,
Hospital for Sick Children, and The University of Toronto, Toronto, Ontario,
Canada
| | - Marco Grados
- Johns Hopkins University School of Medicine, Baltimore,
Maryland, USA
| | - Harvey S. Singer
- Johns Hopkins University School of Medicine, Baltimore,
Maryland, USA
| | - Markus M. Nöthen
- Institute of Human Genetics, University Hospital Bonn,
University of Bonn Medical School, Bonn, Germany
| | - Johannes Hebebrand
- Department of Child and Adolescent Psychiatry,
Psychosomatics and Psychotherapy, University Hospital Essen, University of
Duisburg-Essen, Essen, Germany
| | - Anke Hinney
- Department of Child and Adolescent Psychiatry,
Psychosomatics and Psychotherapy, University Hospital Essen, University of
Duisburg-Essen, Essen, Germany
| | - Robert A. King
- Yale Child Study Center, Yale University School of
Medicine, New Haven, Connecticut, USA
- Department of Psychiatry, Yale University School of
Medicine, New Haven, Connecticut, USA
| | - Thomas V. Fernandez
- Yale Child Study Center, Yale University School of
Medicine, New Haven, Connecticut, USA
- Department of Psychiatry, Yale University School of
Medicine, New Haven, Connecticut, USA
| | - Csaba Barta
- Institute of Medical Chemistry, Molecular Biology and
Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Zsanett Tarnok
- Vadaskert Child and Adolescent Psychiatric Hospital,
Budapest, Hungary
| | - Peter Nagy
- Vadaskert Child and Adolescent Psychiatric Hospital,
Budapest, Hungary
| | - Christel Depienne
- Institute of Human Genetics, University Hospital Essen,
University Duisburg-Essen, Essen, Germany
- Sorbonne Universités, UPMC Université Paris
06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
| | - Yulia Worbe
- Sorbonne Universités, UPMC Université Paris
06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette
Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris,
France
- Assistance Publique-Hôpitaux de Paris, Department
of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris,
France
| | - Andreas Hartmann
- Sorbonne Universités, UPMC Université Paris
06, UMR S 1127, CNRS UMR 7225, ICM, Paris, France
- French Reference Centre for Gilles de la Tourette
Syndrome, Groupe Hospitalier Pitié-Salpêtrière, Paris,
France
- Assistance Publique-Hôpitaux de Paris, Department
of Neurology, Groupe Hospitalier Pitié-Salpêtrière, Paris,
France
| | - Cathy L. Budman
- Zucker School of Medicine at Hofstra/Northwell,
Hempstead, New York, USA
| | - Renata Rizzo
- Neuropsichiatria Infantile. Dipartimento di Medicina
Clinica e Sperimentale, Università di Catania, Catania, Italy
| | - Gholson J. Lyon
- Stanley Institute for Cognitive Genomics, Cold Spring
Harbor Laboratory, Cold Spring Harbor, New York, USA
| | | | | | - Danielle C. Cath
- Department of Psychiatry, University Medical Center
Groningen & Rijksuniversity Groningen, Groningen, the Netherlands
- Drenthe Mental Health Center, Groningen, the
Netherlands
| | - Irene A. Malaty
- Department of Neurology, Fixel Center for Neurological
Diseases, McKnight Brain Institute, University of Florida, Gainesville, Florida,
USA
| | - Michael S. Okun
- Department of Neurology, Fixel Center for Neurological
Diseases, McKnight Brain Institute, University of Florida, Gainesville, Florida,
USA
| | - Cheston Berlin
- Pennsylvania State University College of Medicine,
Hershey, Pennsylvania, USA
| | - Douglas W. Woods
- Marquette University, Milwaukee, Wisconsin, USA
- University of Wisconsin-Milwaukee, Milwaukee, Wisconsin,
USA
| | - Paul C. Lee
- Tripler Army Medical Center, University of Hawai’i
John A. Burns School of Medicine, Honolulu, Hawaii, USA
| | - Joseph Jankovic
- Parkinson’s Disease Center and Movement Disorders
Clinic, Department of Neurology, Baylor College of Medicine, Houston, Texas,
USA
| | - Mary M. Robertson
- Division of Psychiatry, Department of Neuropsychiatry,
University College London, London, UK
| | - Donald L. Gilbert
- Department of Pediatrics, Cincinnati Children’s
Hospital Medical Center, Cincinnati, Ohio, USA
| | - Lawrence W. Brown
- Children’s Hospital of Philadelphia, Philadelphia,
Pennsylvania, USA
| | - Barbara J. Coffey
- Department of Psychiatry and Behavioral Sciences,
University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Andrea Dietrich
- University of Groningen, University Medical Center
Groningen, Department of Child and Adolescent Psychiatry, Groningen, The
Netherlands
| | - Pieter J. Hoekstra
- University of Groningen, University Medical Center
Groningen, Department of Child and Adolescent Psychiatry, Groningen, The
Netherlands
| | - Samuel Kuperman
- University of Iowa Carver College of Medicine, Iowa City,
Iowa, USA
| | - Samuel H Zinner
- Department of Pediatrics, University of Washington,
Seattle, Washington, USA
| | - Pétur Luðvigsson
- Department of Pediatrics, Landspitalinn University
Hospital, Reykjavik, Iceland
| | - Evald Sæmundsen
- Faculty of Medicine, University of Iceland,
Reykjavík, Iceland
- The State Diagnostic and Counselling Centre,
Kópavogur, Iceland
| | - Ólafur Thorarensen
- Department of Pediatrics, Landspitalinn University
Hospital, Reykjavik, Iceland
| | - Gil Atzmon
- Department of Genetics, Albert Einstein College of
Medicine, Bronx, New York, USA
- Department of Medicine, Albert Einstein College of
Medicine, Bronx, New York, USA
- Department of Human Biology, Haifa University, Haifa,
Israel
| | - Nir Barzilai
- Department of Genetics, Albert Einstein College of
Medicine, Bronx, New York, USA
- Department of Medicine, Albert Einstein College of
Medicine, Bronx, New York, USA
| | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of
Bonn, Bonn, Germany
| | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of
Tuebingen, Tuebingen, Germany
| | - Roel Ophoff
- Semel Institute for Neuroscience and Human Behavior, David
Geffen School of Medicine, University of California Los Angeles, Los Angeles,
California, USA
| | | | | | | | - Joshua L. Roffman
- Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
- Athinoula A. Martinos Center for Biomedical Research,
Department of Radiology, Massachusetts General Hospital, Charlestown, Massachusetts,
USA
| | - Jordan W. Smoller
- Psychiatric and Neurodevelopmental Genetics Unit, Center
for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
- Department of Epidemiology, Harvard T. H. Chan School of
Public Health, Boston, Massachusetts, USA
| | - Randy L. Buckner
- Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
- Athinoula A. Martinos Center for Biomedical Research,
Department of Radiology, Massachusetts General Hospital, Charlestown, Massachusetts,
USA
- Center for Brain Science, Harvard University, Cambridge,
Massachusetts, USA
- Department of Psychology, Harvard University, Cambridge,
Massachusetts, USA
| | - Jeremy A. Willsey
- Department of Psychiatry, UCSF Weill Institute for
Neurosciences, University of California, San Francisco, San Francisco, California,
USA
- Institute for Neurodegenerative Diseases, UCSF Weill
Institute for Neurosciences, University of California San Francisco, San Francisco,
California, USA
| | - Jay A. Tischfield
- Department of Genetics and the Human Genetics Institute
of New Jersey, Rutgers, the State University of New Jersey, Piscataway, New Jersey,
USA
| | - Gary A. Heiman
- Department of Genetics and the Human Genetics Institute
of New Jersey, Rutgers, the State University of New Jersey, Piscataway, New Jersey,
USA
| | | | - Kári Stefansson
- deCODE Genetics/Amgen, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland,
Reykjavík, Iceland
| | - Danielle Posthuma
- Department of Complex Trait Genetics Center for
Neurogenomics and Cognitive Research, VU University Amsterdam, Amsterdam, the
Netherlands
| | - Nancy J. Cox
- Division of Genetic Medicine, Vanderbilt Genetics
Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - David L. Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center
for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
| | - Nelson B. Freimer
- Semel Institute for Neuroscience and Human Behavior, David
Geffen School of Medicine, University of California Los Angeles, Los Angeles,
California, USA
- Department of Psychiatry and Biobehavioral Sciences,
University of California, Los Angeles, California, USA
| | - Benjamin M. Neale
- Psychiatric and Neurodevelopmental Genetics Unit, Center
for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of
MIT and Harvard, Cambridge, Massachusetts, USA
- Analytic and Translational Genetics Unit, Department of
Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Lea K. Davis
- Division of Genetic Medicine, Vanderbilt Genetics
Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West
Lafayette, Indiana, USA
| | - Giovanni Coppola
- Semel Institute for Neuroscience and Human Behavior, David
Geffen School of Medicine, University of California Los Angeles, Los Angeles,
California, USA
- Department of Psychiatry and Biobehavioral Sciences,
University of California, Los Angeles, California, USA
| | - Carol A. Mathews
- Department of Psychiatry, Genetics Institute, University
of Florida, Gainesville, Florida, USA
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center
for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of
MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Neurology, Brigham and Women’s
Hospital, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital,
Boston, Massachusetts, USA
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21
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Abdulkadir M, Mathews CA, Scharf JM, Yu D, Tischfield JA, Heiman GA, Hoekstra PJ, Dietrich A. Polygenic Risk Scores Derived From a Tourette Syndrome Genome-wide Association Study Predict Presence of Tics in the Avon Longitudinal Study of Parents and Children Cohort. Biol Psychiatry 2019; 85:298-304. [PMID: 30424865 PMCID: PMC6342633 DOI: 10.1016/j.biopsych.2018.09.011] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 07/27/2018] [Accepted: 09/11/2018] [Indexed: 01/23/2023]
Abstract
BACKGROUND Tourette syndrome (TS) has a well-established genetic background, but its genetic architecture remains largely unknown. The authors investigated the role of polygenic risk scores (PRSs) derived from a TS genome-wide association study in relation to the occurrence of tics and associated traits in a general population cohort. METHODS Using the most recent TS genome-wide association study (n = 4819 cases; n = 9488 controls) as the discovery sample, PRSs were calculated in Avon Longitudinal Study of Parents and Children participants (n = 8941). Regression analyses were used to assess whether PRS predicted the presence and chronicity of tics, and symptom severity of obsessive-compulsive disorder, attention-deficit/hyperactivity disorder, and autism spectrum disorder in Avon Longitudinal Study of Parents and Children participants. RESULTS Following correction for multiple testing, the PRS significantly predicted the presence (R2 = .48%, p empirical = .01, Q = .04) but not the chronicity (R2 = .16%, p empirical = .07, Q = .14) of tics in the Avon Longitudinal Study of Parents and Children cohort; it did not predict the severity of obsessive-compulsive disorder (R2 = .11%, p empirical = .11, Q = .15), attention-deficit/hyperactivity disorder (R2 = .09%, p empirical = .19, Q = .21), or autism spectrum disorder (R2 = .12%, p empirical = .09, Q = .14). CONCLUSIONS The authors found a significant polygenic component of tics occurring in a general population cohort based on PRS derived from a genome-wide association study of individuals with a TS diagnosis. This finding supports the notion that tics along a spectrum from nonclinical to clinical symptom levels share a similar genetic background.
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Affiliation(s)
- Mohamed Abdulkadir
- Department of Genetics, Rutgers, the State University of New Jersey, and the Human Genetics Institute of New Jersey, Piscataway, New Jersey; Department of Child and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Carol A Mathews
- Department of Psychiatry, Center for OCD, Anxiety and Related Disorders, and Genetics Institute, University of Florida College of Medicine, Gainesville, Florida
| | - Jeremiah M Scharf
- Center for Genomic Medicine and Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Dongmei Yu
- Center for Genomic Medicine and Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jay A Tischfield
- Department of Genetics, Rutgers, the State University of New Jersey, and the Human Genetics Institute of New Jersey, Piscataway, New Jersey
| | - Gary A Heiman
- Department of Genetics, Rutgers, the State University of New Jersey, and the Human Genetics Institute of New Jersey, Piscataway, New Jersey
| | - Pieter J Hoekstra
- Department of Child and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Andrea Dietrich
- Department of Child and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Wang S, Mandell JD, Kumar Y, Sun N, Morris MT, Arbelaez J, Nasello C, Dong S, Duhn C, Zhao X, Yang Z, Padmanabhuni SS, Yu D, King RA, Dietrich A, Khalifa N, Dahl N, Huang AY, Neale BM, Coppola G, Mathews CA, Scharf JM, Fernandez TV, Buxbaum JD, De Rubeis S, Grice DE, Xing J, Heiman GA, Tischfield JA, Paschou P, Willsey AJ, State MW. De Novo Sequence and Copy Number Variants Are Strongly Associated with Tourette Disorder and Implicate Cell Polarity in Pathogenesis. Cell Rep 2018; 25:3544. [PMID: 30566877 DOI: 10.1016/j.celrep.2018.12.024] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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23
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Wang S, Mandell JD, Kumar Y, Sun N, Morris MT, Arbelaez J, Nasello C, Dong S, Duhn C, Zhao X, Yang Z, Padmanabhuni SS, Yu D, King RA, Dietrich A, Khalifa N, Dahl N, Huang AY, Neale BM, Coppola G, Mathews CA, Scharf JM, Fernandez TV, Buxbaum JD, De Rubeis S, Grice DE, Xing J, Heiman GA, Tischfield JA, Paschou P, Willsey AJ, State MW. De Novo Sequence and Copy Number Variants Are Strongly Associated with Tourette Disorder and Implicate Cell Polarity in Pathogenesis. Cell Rep 2018; 24:3441-3454.e12. [PMID: 30257206 PMCID: PMC6475626 DOI: 10.1016/j.celrep.2018.08.082] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 07/13/2018] [Accepted: 08/27/2018] [Indexed: 12/30/2022] Open
Abstract
We previously established the contribution of de novo damaging sequence variants to Tourette disorder (TD) through whole-exome sequencing of 511 trios. Here, we sequence an additional 291 TD trios and analyze the combined set of 802 trios. We observe an overrepresentation of de novo damaging variants in simplex, but not multiplex, families; we identify a high-confidence TD risk gene, CELSR3 (cadherin EGF LAG seven-pass G-type receptor 3); we find that the genes mutated in TD patients are enriched for those related to cell polarity, suggesting a common pathway underlying pathobiology; and we confirm a statistically significant excess of de novo copy number variants in TD. Finally, we identify significant overlap of de novo sequence variants between TD and obsessive-compulsive disorder and de novo copy number variants between TD and autism spectrum disorder, consistent with shared genetic risk.
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Affiliation(s)
- Sheng Wang
- College of Biological Sciences, China Agricultural University, Beijing, China; National Institute of Biological Sciences, Beijing, China; Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Jeffrey D Mandell
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Yogesh Kumar
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Nawei Sun
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Montana T Morris
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Juan Arbelaez
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Cara Nasello
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Shan Dong
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Clif Duhn
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Xin Zhao
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Department of Traditional Chinese Medicine, Xinhua Hospital Affiliated to Shanghai Jiatong University School of Medicine, Shanghai, China
| | - Zhiyu Yang
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | | | - Dongmei Yu
- Center for Genomic Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert A King
- Yale Child Study Center and Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Andrea Dietrich
- Department of Child and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Najah Khalifa
- Department of Neuroscience, Child and Adolescent Psychiatry Uppsala University, Uppsala, Sweden; Centre for Research and Development, Region Gävleborg, Gävle, Sweden
| | - Niklas Dahl
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Alden Y Huang
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
| | - Benjamin M Neale
- Center for Genomic Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Giovanni Coppola
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
| | - Carol A Mathews
- Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL, USA
| | - Jeremiah M Scharf
- Center for Genomic Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Thomas V Fernandez
- Yale Child Study Center and Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Joseph D Buxbaum
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Silvia De Rubeis
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dorothy E Grice
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jinchuan Xing
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Gary A Heiman
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Jay A Tischfield
- Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers, the State University of New Jersey, Piscataway, NJ, USA
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA.
| | - A Jeremy Willsey
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Institute for Neurodegenerative Diseases, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Quantitative Biosciences Institute (QBI), University of California, San Francisco, San Francisco, CA, USA.
| | - Matthew W State
- Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Quantitative Biosciences Institute (QBI), University of California, San Francisco, San Francisco, CA, USA.
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Affiliation(s)
- Matthew E Hirschtritt
- From the Department of Psychiatry (M.E.H.), University of California, San Francisco; Department of Neurology (M.E.D.), Boston Children's Hospital; Department of Neurology (M.E.D., J.M.S.), Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research (K.G.Y., J.M.S.), and Department of Psychiatry (J.M.S.), Massachusetts General Hospital; and Division of Cognitive and Behavioral Neurology (J.M.S.), Department of Neurology, Brigham and Women's Hospital, Boston, MA.
| | - Marisela E Dy
- From the Department of Psychiatry (M.E.H.), University of California, San Francisco; Department of Neurology (M.E.D.), Boston Children's Hospital; Department of Neurology (M.E.D., J.M.S.), Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research (K.G.Y., J.M.S.), and Department of Psychiatry (J.M.S.), Massachusetts General Hospital; and Division of Cognitive and Behavioral Neurology (J.M.S.), Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Kelly G Yang
- From the Department of Psychiatry (M.E.H.), University of California, San Francisco; Department of Neurology (M.E.D.), Boston Children's Hospital; Department of Neurology (M.E.D., J.M.S.), Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research (K.G.Y., J.M.S.), and Department of Psychiatry (J.M.S.), Massachusetts General Hospital; and Division of Cognitive and Behavioral Neurology (J.M.S.), Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Jeremiah M Scharf
- From the Department of Psychiatry (M.E.H.), University of California, San Francisco; Department of Neurology (M.E.D.), Boston Children's Hospital; Department of Neurology (M.E.D., J.M.S.), Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research (K.G.Y., J.M.S.), and Department of Psychiatry (J.M.S.), Massachusetts General Hospital; and Division of Cognitive and Behavioral Neurology (J.M.S.), Department of Neurology, Brigham and Women's Hospital, Boston, MA
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Abstract
Neurology and psychiatry share common historical origins and rely on similar tools to study brain disorders. Yet the practical integration of medical and scientific approaches across these clinical neurosciences remains elusive. Although much has been written about the need to incorporate emerging systems-level, cellular-molecular, and genetic-epigenetic advances into a science of mind for psychiatric disorders, less attention has been given to applying clinical neuroscience principles to conceptualize neurologic conditions with an integrated neurobio-psycho-social approach. In this perspective article, the authors briefly outline the historically interwoven and complicated relationship between neurology and psychiatry. Through a series of vignettes, the authors then illustrate how some traditional psychiatric conditions are being reconceptualized in part as disorders of neurodevelopment and awareness. They emphasize the intersection of neurology and psychiatry by highlighting conditions that cut across traditional diagnostic boundaries. The authors argue that the divide between neurology and psychiatry can be narrowed by moving from lesion-based toward circuit-based understandings of neuropsychiatric disorders, from unidirectional toward bidirectional models of brain-behavior relationships, from exclusive reliance on categorical diagnoses toward transdiagnostic dimensional perspectives, and from silo-based research and treatments toward interdisciplinary approaches. The time is ripe for neurologists and psychiatrists to implement an integrated clinical neuroscience approach to the assessment and management of brain disorders. The subspecialty of behavioral neurology & neuropsychiatry is poised to lead the next generation of clinicians to merge brain science with psychological and social-cultural factors. These efforts will catalyze translational research, revitalize training programs, and advance the development of impactful patient-centered treatments.
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Affiliation(s)
- David L. Perez
- Behavioral Neurology Unit, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Neuropsychiatry Unit, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Matcheri S. Keshavan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Jeremiah M. Scharf
- Movement Disorders Unit, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Division of Cognitive and Behavioral Neurology, Department of Neurology, Brigham and Women’s Hospital, Boston, MA
| | - Aaron D. Boes
- Departments of Pediatrics, Neurology and Psychiatry, University of Iowa Health Care, Carver College of Medicine, Iowa City, IA
| | - Bruce H. Price
- Behavioral Neurology Unit, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Department of Neurology, McLean Hospital, Harvard Medical School, Belmont, MA
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26
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Hirschtritt ME, Darrow SM, Illmann C, Osiecki L, Grados M, Sandor P, Dion Y, King RA, Pauls D, Budman CL, Cath DC, Greenberg E, Lyon GJ, Yu D, McGrath LM, McMahon WM, Lee PC, Delucchi KL, Scharf JM, Mathews CA. Genetic and phenotypic overlap of specific obsessive-compulsive and attention-deficit/hyperactive subtypes with Tourette syndrome. Psychol Med 2018; 48:279-293. [PMID: 28651666 PMCID: PMC7909616 DOI: 10.1017/s0033291717001672] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND The unique phenotypic and genetic aspects of obsessive-compulsive (OCD) and attention-deficit/hyperactivity disorder (ADHD) among individuals with Tourette syndrome (TS) are not well characterized. Here, we examine symptom patterns and heritability of OCD and ADHD in TS families. METHOD OCD and ADHD symptom patterns were examined in TS patients and their family members (N = 3494) using exploratory factor analyses (EFA) for OCD and ADHD symptoms separately, followed by latent class analyses (LCA) of the resulting OCD and ADHD factor sum scores jointly; heritability and clinical relevance of the resulting factors and classes were assessed. RESULTS EFA yielded a 2-factor model for ADHD and an 8-factor model for OCD. Both ADHD factors (inattentive and hyperactive/impulsive symptoms) were genetically related to TS, ADHD, and OCD. The doubts, contamination, need for sameness, and superstitions factors were genetically related to OCD, but not ADHD or TS; symmetry/exactness and fear-of-harm were associated with TS and OCD while hoarding was associated with ADHD and OCD. In contrast, aggressive urges were genetically associated with TS, OCD, and ADHD. LCA revealed a three-class solution: few OCD/ADHD symptoms (LC1), OCD & ADHD symptoms (LC2), and symmetry/exactness, hoarding, and ADHD symptoms (LC3). LC2 had the highest psychiatric comorbidity rates (⩾50% for all disorders). CONCLUSIONS Symmetry/exactness, aggressive urges, fear-of-harm, and hoarding show complex genetic relationships with TS, OCD, and ADHD, and, rather than being specific subtypes of OCD, transcend traditional diagnostic boundaries, perhaps representing an underlying vulnerability (e.g. failure of top-down cognitive control) common to all three disorders.
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Affiliation(s)
| | - Sabrina M. Darrow
- Department of Psychiatry, University of California, San Francisco, CA, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Marco Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Youthdale Treatment Centers, Toronto, Ontario, Canada
| | - Yves Dion
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | - Robert A. King
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - David Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cathy L. Budman
- Department of Psychiatry, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA
| | - Danielle C. Cath
- Faculty of Social and Behavioural Sciences, Utrecht University and Altrecht Academic Anxiety Center, Utrecht, GGz Drenthe and department of psychiatry, University Medical Center Groningen, The Netherlands
| | - Erica Greenberg
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Gholson J. Lyon
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | - Paul C. Lee
- Department of Behavioral Health, Tripler Army Medical Center, Honolulu, HI, USA
| | - Kevin L. Delucchi
- Department of Psychiatry, University of California, San Francisco, CA, USA
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of Cognitive and Behavioral Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Carol A. Mathews
- Department of Psychiatry, and University of Florida Genetics Institute, University of Florida, Gainesville, FL, USA
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Greenberg E, Grant JE, Curley EE, Lochner C, Woods DW, Tung ES, Stein DJ, Redden SA, Scharf JM, Keuthen NJ. Predictors of comorbid eating disorders and association with other obsessive-compulsive spectrum disorders in trichotillomania. Compr Psychiatry 2017; 78:1-8. [PMID: 28667830 DOI: 10.1016/j.comppsych.2017.06.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Revised: 06/07/2017] [Accepted: 06/19/2017] [Indexed: 12/16/2022] Open
Abstract
Trichotillomania (TTM) and eating disorders (ED) share many phenomenological similarities, including ritualized compulsive behaviors. Given this, and that comorbid EDs may represent additional functional burden to hair pullers, we sought to identify factors that predict diagnosis of an ED in a TTM population. Subjects included 555 adult females (age range 18-65) with DSM-IV-TR TTM or chronic hair pullers recruited from multiple sites. 7.2% (N=40) of our TTM subjects met criteria for an ED in their lifetime. In univariable regression analysis, obsessive-compulsive disorder (OCD), Yale-Brown Obsessive Compulsive Scale (Y-BOCS) worst-ever compulsion and total scores, certain obsessive-compulsive spectrum disorders, anxiety disorder, attention-deficit/hyperactivity disorder (ADHD), and substance disorder all met the pre-specified criteria for inclusion in the multivariable analysis. In the final multivariable model, diagnosis of OCD (OR: 5.68, 95% CI: 2.2-15.0) and diagnosis of an additional body-focused repetitive behavior disorder (BFRB) (OR: 2.69, 95% CI: 1.1-6.8) were both associated with increased risk of ED in TTM. Overall, our results provide further support of the relatedness between ED and TTM. This finding highlights the importance of assessing for comorbid OCD and additional BFRBs in those with TTM. Future research is needed to identify additional predictors of comorbid disorders and to better understand the complex relationships between BFRBs, OCD and EDs.
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Affiliation(s)
- Erica Greenberg
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA.
| | - Jon E Grant
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA.
| | - Erin E Curley
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA.
| | - Christine Lochner
- SU/UCT MRC Unit on Anxiety and Stress Disorders, Department of Psychiatry, Stellenbosch University, Cape Town, South Africa.
| | - Douglas W Woods
- Department of Psychology, Marquette University, Milwaukee, WI, USA.
| | - Esther S Tung
- Department of Psychology, Boston University, Boston, MA, USA.
| | - Dan J Stein
- Department of Psychiatry and MRC Unit on Anxiety & Stress Disorders, University of Cape Town, Cape Town, South Africa.
| | - Sarah A Redden
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA.
| | - Jeremiah M Scharf
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA; Psychiatric & Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA.
| | - Nancy J Keuthen
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA.
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Darrow SM, Grados M, Sandor P, Hirschtritt ME, Illmann C, Osiecki L, Dion Y, King R, Pauls D, Budman CL, Cath DC, Greenberg E, Lyon GJ, McMahon WM, Lee PC, Delucchi KL, Scharf JM, Mathews CA. Autism Spectrum Symptoms in a Tourette's Disorder Sample. J Am Acad Child Adolesc Psychiatry 2017; 56. [PMID: 28647013 PMCID: PMC5648014 DOI: 10.1016/j.jaac.2017.05.002] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [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: 11/24/2022]
Abstract
OBJECTIVE Tourette's disorder (TD) and autism spectrum disorder (ASD) share clinical features and possibly an overlapping etiology. The aims of this study were to examine ASD symptom rates in participants with TD, and to characterize the relationships between ASD symptom patterns and TD, obsessive-compulsive disorder (OCD), and attention-deficit/hyperactivity disorder (ADHD). METHOD Participants with TD (n = 535) and their family members (n =234) recruited for genetic studies reported TD, OCD, and ADHD symptoms and completed the Social Responsiveness Scale Second Edition (SRS), which was used to characterize ASD symptoms. RESULTS SRS scores in participants with TD were similar to those observed in other clinical samples but lower than in ASD samples (mean SRS total raw score = 51; SD = 32.4). More children with TD met cut-off criteria for ASD (22.8%) than adults with TD (8.7%). The elevated rate in children was primarily due to high scores on the SRS Repetitive and Restricted Behaviors (RRB) subscale. Total SRS scores were correlated with TD (r = 0.27), OCD (r = 0.37), and ADHD (r = 0.44) and were higher among individuals with OCD symptom-based phenotypes than for those with tics alone. CONCLUSION Higher observed rates of ASD among children affected by TD may in part be due to difficulty in discriminating complex tics and OCD symptoms from ASD symptoms. Careful examination of ASD-specific symptom patterns (social communication vs. repetitive behaviors) is essential. Independent of ASD, the SRS may be a useful tool for identifying patients with TD with impairments in social communication that potentially place them at risk for bullying and other negative sequelae.
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Affiliation(s)
| | - Marco Grados
- Johns Hopkins University School of Medicine, Baltimore
| | - Paul Sandor
- University of Toronto and University Health Network, and Youthdale Treatment Centers, Ontario, Canada
| | | | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston
| | - Yves Dion
- University of Montreal, Quebec, Canada
| | - Robert King
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT
| | - David Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston
| | - Cathy L. Budman
- North Shore/Long Island Jewish Health System, Feinstein Institute for Medical Research, Manhasset, NY
| | - Danielle C. Cath
- University of Groningen, University Medical Center Groningen; Utrecht University; and Drenthe Mental Health Institution, Assen, the Netherlands
| | - Erica Greenberg
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston
| | - Gholson J. Lyon
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY
| | | | | | | | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston. Massachusetts General and Brigham and Women’s Hospitals, Boston
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Huang AY, Yu D, Davis LK, Sul JH, Tsetsos F, Ramensky V, Zelaya I, Ramos EM, Osiecki L, Chen JA, McGrath LM, Illmann C, Sandor P, Barr CL, Grados M, Singer HS, Nöthen MM, Hebebrand J, King RA, Dion Y, Rouleau G, Budman CL, Depienne C, Worbe Y, Hartmann A, Müller-Vahl KR, Stuhrmann M, Aschauer H, Stamenkovic M, Schloegelhofer M, Konstantinidis A, Lyon GJ, McMahon WM, Barta C, Tarnok Z, Nagy P, Batterson JR, Rizzo R, Cath DC, Wolanczyk T, Berlin C, Malaty IA, Okun MS, Woods DW, Rees E, Pato CN, Pato MT, Knowles JA, Posthuma D, Pauls DL, Cox NJ, Neale BM, Freimer NB, Paschou P, Mathews CA, Scharf JM, Coppola G. Rare Copy Number Variants in NRXN1 and CNTN6 Increase Risk for Tourette Syndrome. Neuron 2017; 94:1101-1111.e7. [PMID: 28641109 PMCID: PMC5568251 DOI: 10.1016/j.neuron.2017.06.010] [Citation(s) in RCA: 106] [Impact Index Per Article: 15.1] [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: 03/20/2017] [Revised: 04/14/2017] [Accepted: 06/06/2017] [Indexed: 11/16/2022]
Abstract
Tourette syndrome (TS) is a model neuropsychiatric disorder thought to arise from abnormal development and/or maintenance of cortico-striato-thalamo-cortical circuits. TS is highly heritable, but its underlying genetic causes are still elusive, and no genome-wide significant loci have been discovered to date. We analyzed a European ancestry sample of 2,434 TS cases and 4,093 ancestry-matched controls for rare (< 1% frequency) copy-number variants (CNVs) using SNP microarray data. We observed an enrichment of global CNV burden that was prominent for large (> 1 Mb), singleton events (OR = 2.28, 95% CI [1.39-3.79], p = 1.2 × 10-3) and known, pathogenic CNVs (OR = 3.03 [1.85-5.07], p = 1.5 × 10-5). We also identified two individual, genome-wide significant loci, each conferring a substantial increase in TS risk (NRXN1 deletions, OR = 20.3, 95% CI [2.6-156.2]; CNTN6 duplications, OR = 10.1, 95% CI [2.3-45.4]). Approximately 1% of TS cases carry one of these CNVs, indicating that rare structural variation contributes significantly to the genetic architecture of TS.
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Affiliation(s)
- Alden Y Huang
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA; Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Lea K Davis
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jae Hoon Sul
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Fotis Tsetsos
- Department of Biological Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Vasily Ramensky
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA; Moscow Institute of Physics and Technology, Dolgoprudny, Institusky 9, Moscow 141701, Russian Federation
| | - Ivette Zelaya
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA; Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Eliana Marisa Ramos
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jason A Chen
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA; Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Lauren M McGrath
- Department of Psychology, University of Denver, Denver, CO 80210, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Paul Sandor
- Toronto Western Research Institute, University Health Network and Youthdale Treatment Centres, University of Toronto, Toronto, ON M5T 2S8, Canada
| | - Cathy L Barr
- Krembil Research Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Marco Grados
- Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Harvey S Singer
- Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Markus M Nöthen
- Department of Genomics, Life & Brain Center, University of Bonn, 53127 Bonn, Germany; Institute of Human Genetics, University of Bonn, 53127 Bonn, Germany
| | - Johannes Hebebrand
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Essen, University of Duisburg-Essen, 45147 Essen, Germany
| | - Robert A King
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Yves Dion
- University of Montréal, Montréal, QC H3T 1J4, Canada
| | - Guy Rouleau
- Department of Neurology and Neurosurgery, Montréal Neurological Institute, McGill University, Montréal, QC H3A 2B4, Canada
| | - Cathy L Budman
- Hofstra Northwell School of Medicine, Hempstead, NY 11549, USA
| | - Christel Depienne
- IGBMC, CNRS UMR 7104/INSERM U964/Université de Strasbourg, 67404 Illkirch Cedex, France; Brain and Spine Institute, UPMC/INSERM UMR_S1127, 75013 Paris Cedex 05, France
| | - Yulia Worbe
- Brain and Spine Institute, UPMC/INSERM UMR_S1127, 75013 Paris Cedex 05, France
| | - Andreas Hartmann
- Brain and Spine Institute, UPMC/INSERM UMR_S1127, 75013 Paris Cedex 05, France
| | - Kirsten R Müller-Vahl
- Clinic of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, 30625 Hannover, Germany
| | - Manfred Stuhrmann
- Institute of Human Genetics, Hannover Medical School, 30625 Hannover, Germany
| | - Harald Aschauer
- Department of Psychiatry and Psychotherapy, Medical University Vienna, 1090 Vienna, Austria; Biopsychosocial Corporation, 1090 Vienna, Austria
| | - Mara Stamenkovic
- Department of Psychiatry and Psychotherapy, Medical University Vienna, 1090 Vienna, Austria
| | - Monika Schloegelhofer
- Department of Psychiatry and Psychotherapy, Medical University Vienna, 1090 Vienna, Austria
| | - Anastasios Konstantinidis
- Department of Psychiatry and Psychotherapy, Medical University Vienna, 1090 Vienna, Austria; Center for Mental Health Muldenstrasse, BBRZMed, 4020 Linz, Austria
| | - Gholson J Lyon
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - William M McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, UT 84108, USA
| | - Csaba Barta
- Institute of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, 1085 Budapest, Hungary
| | - Zsanett Tarnok
- Vadaskert Child and Adolescent Psychiatric Hospital, 1021 Budapest, Hungary
| | - Peter Nagy
- Vadaskert Child and Adolescent Psychiatric Hospital, 1021 Budapest, Hungary
| | | | - Renata Rizzo
- Dipartimento di Medicina Clinica e Sperimentale, Università di Catania, 95131 Catania, Italy
| | - Danielle C Cath
- Department of Psychiatry, University Medical Center Groningen & Drenthe Mental Health Center, 9700 RB Groningen, the Netherlands; Department of Clinical Psychology, Utrecht University, 3584 CS Utrecht, the Netherlands
| | - Tomasz Wolanczyk
- Department of Child Psychiatry, Medical University of Warsaw, 00-001 Warsaw, Poland
| | - Cheston Berlin
- Penn State University College of Medicine, Hershey, PA 17033, USA
| | - Irene A Malaty
- Department of Neurology and Center for Movement Disorders and Neurorestoration, University of Florida, Gainesville, FL 32607, USA
| | - Michael S Okun
- Department of Neurology and Center for Movement Disorders and Neurorestoration, University of Florida, Gainesville, FL 32607, USA
| | - Douglas W Woods
- Marquette University, Milwaukee, WI 53233, USA; University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA
| | - Elliott Rees
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff CF24 4HQ, Wales, UK
| | - Carlos N Pato
- SUNY Downstate Medical Center, Brooklyn, NY 11203, USA
| | | | - James A Knowles
- Department of Psychiatry & Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Danielle Posthuma
- Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, VU University Amsterdam, 1081 HV Amsterdam, the Netherlands
| | - David L Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Nancy J Cox
- Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Benjamin M Neale
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Nelson B Freimer
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Peristera Paschou
- Department of Biological Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Carol A Mathews
- Department of Psychiatry, Genetics Institute, University of Florida, Gainesville, FL 32611, USA
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Neurology, Brigham and Women's Hospital, Boston, MA 02115, USA.
| | - Giovanni Coppola
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA.
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Leivonen S, Scharf JM, Mathews CA, Chudal R, Gyllenberg D, Sucksdorff D, Suominen A, Voutilainen A, Brown AS, Sourander A. Parental Psychopathology and Tourette Syndrome/Chronic Tic Disorder in Offspring: A Nationwide Case-Control Study. J Am Acad Child Adolesc Psychiatry 2017; 56:297-303.e4. [PMID: 28335873 DOI: 10.1016/j.jaac.2017.01.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 01/19/2017] [Accepted: 01/26/2017] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To determine the associations between maternal and paternal psychiatric diagnoses and Tourette syndrome (TS)/chronic tic disorder (CT) in a nationwide study. METHOD This nested case-control study linked data derived from three national registers. All singletons born and diagnosed with TS/CT in Finland between January 1991 and December 2010 were identified (n = 1,120) and matched to four controls (n = 4,299). Conditional logistic regression was used to examine the associations between parental psychopathology and TS/CT. RESULTS Altogether, 24.9% of patients with TS/CT and 12.0% of controls had a mother with a psychiatric diagnosis. Similarly, 17.9% and 12.9% had a father with a psychiatric diagnosis. Any maternal and any paternal psychiatric diagnosis was associated with offspring TS/CT (odds ratio [OR] 2.3; 95% CI 1.9-2.7 and OR 1.2; 95% CI 1.01-1.5, respectively). The association between maternal psychiatric diagnosis and TS/CT was stronger than that between paternal psychiatric diagnosis and TS/CT (p < .001). Maternal personality disorders (OR 3.1, 95% CI 1.9-5.1), anxiety disorders (OR 2.6, 95% CI 1.9-3.5), affective disorders (OR 2.3, 95% CI 1.8-2.9), psychotic disorders (OR 2.0, 95% CI 1.2-3.3), and addiction disorders (OR 1.8, 95% CI 1.1-2.8) were associated with TS/CT. Paternal OCD (OR 6.5, 95% CI 1.1-39.5) and anxiety disorders (OR 1.5, 95% CI 1.1-2.3) were associated with TS/CT. CONCLUSION Parental psychiatric diagnoses (especially in the mother) are associated with diagnosed offspring TS/CT. Further studies are required before the results can be generalized to all children with TS/CT. The associations between maternal psychiatric disorders and TS may reflect both maternal specific environmental and/or genetic influences.
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Affiliation(s)
- Susanna Leivonen
- University of Turku and Turku University Hospital, Turku, Finland; Child Neurology, Helsinki University Hospital and University of Helsinki, Finland
| | - Jeremiah M Scharf
- Center for Human Genetics Research, Massachusetts General Hospital, and Harvard Medical School, Boston
| | | | - Roshan Chudal
- University of Turku and Turku University Hospital, Turku, Finland
| | - David Gyllenberg
- University of Turku and Turku University Hospital, Turku, Finland
| | - Dan Sucksdorff
- University of Turku and Turku University Hospital, Turku, Finland
| | - Auli Suominen
- University of Turku and Turku University Hospital, Turku, Finland
| | - Arja Voutilainen
- Child Neurology, Helsinki University Hospital and University of Helsinki, Finland
| | - Alan S Brown
- Columbia University Medical Center and New York State Psychiatric Institute, New York City
| | - Andre Sourander
- University of Turku and Turku University Hospital, Turku, Finland.
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Darrow SM, Hirschtritt ME, Davis LK, Illmann C, Osiecki L, Grados M, Sandor P, Dion Y, King R, Pauls D, Budman CL, Cath DC, Greenberg E, Lyon GJ, Yu D, McGrath LM, McMahon WM, Lee PC, Delucchi KL, Scharf JM, Mathews CA. Identification of Two Heritable Cross-Disorder Endophenotypes for Tourette Syndrome. Am J Psychiatry 2017; 174:387-396. [PMID: 27809572 PMCID: PMC5378637 DOI: 10.1176/appi.ajp.2016.16020240] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [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: 02/05/2023]
Abstract
OBJECTIVE Phenotypic heterogeneity in Tourette syndrome is partly due to complex genetic relationships among Tourette syndrome, obsessive-compulsive disorder (OCD), and attention deficit hyperactivity disorder (ADHD). Identifying symptom-based endophenotypes across diagnoses may aid gene-finding efforts. METHOD Assessments for Tourette syndrome, OCD, and ADHD symptoms were conducted in a discovery sample of 3,494 individuals recruited for genetic studies. Symptom-level factor and latent class analyses were conducted in Tourette syndrome families and replicated in an independent sample of 882 individuals. Classes were characterized by comorbidity rates and proportion of parents included. Heritability and polygenic load associated with Tourette syndrome, OCD, and ADHD were estimated. RESULTS The authors identified two cross-disorder symptom-based phenotypes across analyses: symmetry (symmetry, evening up, checking obsessions; ordering, arranging, counting, writing-rewriting compulsions, repetitive writing tics) and disinhibition (uttering syllables/words, echolalia/palilalia, coprolalia/copropraxia, and obsessive urges to offend/mutilate/be destructive). Heritability estimates for both endophenotypes were high and statistically significant (disinhibition factor=0.35, SE=0.03; symmetry factor=0.39, SE=0.03; symmetry class=0.38, SE=0.10). Mothers of Tourette syndrome probands had high rates of symmetry (49%) but not disinhibition (5%). Polygenic risk scores derived from a Tourette syndrome genome-wide association study (GWAS) were significantly associated with symmetry, while risk scores derived from an OCD GWAS were not. OCD polygenic risk scores were significantly associated with disinhibition, while Tourette syndrome and ADHD risk scores were not. CONCLUSIONS The analyses identified two heritable endophenotypes related to Tourette syndrome that cross traditional diagnostic boundaries. The symmetry phenotype correlated with Tourette syndrome polygenic load and was present in otherwise Tourette-unaffected mothers, suggesting that this phenotype may reflect additional Tourette syndrome (rather than OCD) genetic liability that is not captured by traditional DSM-based diagnoses.
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Affiliation(s)
| | | | - Lea K. Davis
- Vanderbilt University Department of Medicine, Nashville
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Marco Grados
- Johns Hopkins University School of Medicine Department of Psychiatry and Behavioral Sciences, Baltimore
| | - Paul Sandor
- University of Toronto Department of Psychiatry and University Health Network, and Youthdale Treatment Centers, Ontario, Canada
| | - Yves Dion
- University of Montreal Department of Psychiatry, Quebec, Canada
| | - Robert King
- Yale Child Study Center, Yale University School of Medicine Department of Genetics, New Haven
| | - David Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Cathy L. Budman
- North Shore/Long Island Jewish Health System, Feinstein Institute for Medical Research, Manhasset
| | - Danielle C. Cath
- Utrecht University Faculty of Social and Behavioural Sciences, Utrecht, The Netherlands
| | - Erica Greenberg
- Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Gholson J. Lyon
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Boston
| | | | | | - Paul C. Lee
- Tripler Army Medical Center Department of Behavioral Health, Honolulu
| | | | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Boston,Departments of Neurology, Brigham and Women’s and Massachusetts General Hospitals, Boston
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Keuthen NJ, Curley EE, Scharf JM, Woods DW, Lochner C, Stein DJ, Tung ES, Greenberg E, Stewart SE, Redden SA, Grant JE. Predictors of comorbid obsessive-compulsive disorder and skin-picking disorder in trichotillomania. Ann Clin Psychiatry 2016; 28:280-288. [PMID: 27901519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
BACKGROUND Trichotillomania (TTM), obsessive-compulsive disorder (OCD), and skin-picking disorder (SPD) frequently occur together and share overlapping phenomenology, pathophysiology, and possible genetic underpinnings. This study sought to identify factors that predict OCD and SPD in hair pullers. METHODS Five hundred fifty-five adult female hair pullers were recruited from specialty clinics and assessed using standardized, semi-structured interviews and self-reports. Clinical predictors and multivariate models were evaluated using logistic regression modeling. RESULTS Hair pullers met criteria for OCD (18.9%), SPD (19.5%), or chronic skin picking (CSP) (5%), or both comorbid diagnoses, respectively. In the final multivariate model for OCD, family history of OCD and an eating disorder diagnosis were associated with an increased risk of OCD in TTM. A nail-biting diagnosis was associated with a decreased risk of OCD in TTM. In the final multivariate model for SPD/CSP, only family history of OCD was associated with an increased risk of SPD/CSP in TTM. CONCLUSIONS Identification of factors predicting OCD and SPD in TTM provides evidence for the relatedness of these disorders and supports their collective classification as obsessive-compulsive and related disorders (OCRDs) in DSM-5. The findings of this study further underscore the importance of assessing for comorbid OCRDs and family histories of OCRDs in clinical practice.
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Affiliation(s)
- Nancy J Keuthen
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA USA. E-mail:
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Forde NJ, Kanaan AS, Widomska J, Padmanabhuni SS, Nespoli E, Alexander J, Rodriguez Arranz JI, Fan S, Houssari R, Nawaz MS, Rizzo F, Pagliaroli L, Zilhäo NR, Aranyi T, Barta C, Boeckers TM, Boomsma DI, Buisman WR, Buitelaar JK, Cath D, Dietrich A, Driessen N, Drineas P, Dunlap M, Gerasch S, Glennon J, Hengerer B, van den Heuvel OA, Jespersgaard C, Möller HE, Müller-Vahl KR, Openneer TJC, Poelmans G, Pouwels PJW, Scharf JM, Stefansson H, Tümer Z, Veltman DJ, van der Werf YD, Hoekstra PJ, Ludolph A, Paschou P. TS-EUROTRAIN: A European-Wide Investigation and Training Network on the Etiology and Pathophysiology of Gilles de la Tourette Syndrome. Front Neurosci 2016; 10:384. [PMID: 27601976 PMCID: PMC4994475 DOI: 10.3389/fnins.2016.00384] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 08/08/2016] [Indexed: 11/26/2022] Open
Abstract
Gilles de la Tourette Syndrome (GTS) is characterized by the presence of multiple motor and phonic tics with a fluctuating course of intensity, frequency, and severity. Up to 90% of patients with GTS present with comorbid conditions, most commonly attention-deficit/hyperactivity disorder (ADHD), and obsessive-compulsive disorder (OCD), thus providing an excellent model for the exploration of shared etiology across disorders. TS-EUROTRAIN (FP7-PEOPLE-2012-ITN, Grant Agr.No. 316978) is a Marie Curie Initial Training Network (http://ts-eurotrain.eu) that aims to elucidate the complex etiology of the onset and clinical course of GTS, investigate the neurobiological underpinnings of GTS and related disorders, translate research findings into clinical applications, and establish a pan-European infrastructure for the study of GTS. This includes the challenges of (i) assembling a large genetic database for the evaluation of the genetic architecture with high statistical power; (ii) exploring the role of gene-environment interactions including the effects of epigenetic phenomena; (iii) employing endophenotype-based approaches to understand the shared etiology between GTS, OCD, and ADHD; (iv) establishing a developmental animal model for GTS; (v) gaining new insights into the neurobiological mechanisms of GTS via cross-sectional and longitudinal neuroimaging studies; and (vi) partaking in outreach activities including the dissemination of scientific knowledge about GTS to the public. Fifteen partners from academia and industry and 12 PhD candidates pursue the project. Here, we aim to share the design of an interdisciplinary project, showcasing the potential of large-scale collaborative efforts in the field of GTS. Our ultimate aims are to elucidate the complex etiology and neurobiological underpinnings of GTS, translate research findings into clinical applications, and establish Pan-European infrastructure for the study of GTS and associated disorders.
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Affiliation(s)
- Natalie J Forde
- Department of Psychiatry, University of Groningen, University Medical Center GroningenGroningen, Netherlands; Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical CenterNijmegen, Netherlands
| | - Ahmad S Kanaan
- Clinic of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical SchoolHannover, Germany; Max Planck Institute for Human Cognitive and Brain SciencesLeipzig, Germany
| | - Joanna Widomska
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center Nijmegen, Netherlands
| | - Shanmukha S Padmanabhuni
- Department of Molecular Biology and Genetics, Democritus University of Thrace Alexandropoulos, Greece
| | - Ester Nespoli
- Boehringer Ingelheim Pharma GmbH & Co. KG, CNS ResearchBiberach an der Riss, Germany; Department of Child and Adolescent Psychiatry, University of UlmUlm, Germany
| | - John Alexander
- Department of Molecular Biology and Genetics, Democritus University of Thrace Alexandropoulos, Greece
| | - Juan I Rodriguez Arranz
- Department of Clinical Genetics, Applied Human Molecular Genetics, Kennedy Center, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Siyan Fan
- Department of Clinical and health Psychology, Utrecht UniversityUtrecht, Netherlands; Department of Psychiatry, VU University Medical CenterAmsterdam, Netherlands; Department of Anatomy and Neurosciences, VU University Medical CenterAmsterdam, Netherlands
| | - Rayan Houssari
- Department of Clinical Genetics, Applied Human Molecular Genetics, Kennedy Center, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Muhammad S Nawaz
- deCODE Genetics/AmgenReykjavik, Iceland; Faculty of Medicine, University of IcelandReykjavik, Iceland
| | - Francesca Rizzo
- Department of Child and Adolescent Psychiatry, University of UlmUlm, Germany; Institute for Anatomy and Cell Biology, Ulm UniversityUlm, Germany
| | - Luca Pagliaroli
- Institute of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis UniversityBudapest, Hungary; Research Centre for Natural Sciences, Institute of Enzymology, Hungarian Academy of SciencesBudapest, Hungary
| | - Nuno R Zilhäo
- Department of Clinical and health Psychology, Utrecht UniversityUtrecht, Netherlands; Department of Biological Psychology, VU UniversityAmsterdam, Netherlands
| | - Tamas Aranyi
- Research Centre for Natural Sciences, Institute of Enzymology, Hungarian Academy of SciencesBudapest, Hungary; Université d'Angers, BNMI (Institut national de la santé et de la recherche médicale 1083 / Centre National de la Recherche Scientifique 6214)Angers, France
| | - Csaba Barta
- Institute of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University Budapest, Hungary
| | - Tobias M Boeckers
- Department of Biological Psychology, VU University Amsterdam, Netherlands
| | - Dorret I Boomsma
- Institute for Anatomy and Cell Biology, Ulm UniversityUlm, Germany; EMGO+ Institute for Health and Care Research, VU University Medical CentreAmsterdam, Netherlands
| | | | - Jan K Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical CenterNijmegen, Netherlands; Karakter Child and Adolescent Psychiatry, University CentreNijmegen, Netherlands
| | - Danielle Cath
- Department of Clinical and health Psychology, Utrecht University Utrecht, Netherlands
| | - Andrea Dietrich
- Department of Psychiatry, University of Groningen, University Medical Center Groningen Groningen, Netherlands
| | - Nicole Driessen
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center Nijmegen, Netherlands
| | | | | | - Sarah Gerasch
- Clinic of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School Hannover, Germany
| | - Jeffrey Glennon
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center Nijmegen, Netherlands
| | - Bastian Hengerer
- Boehringer Ingelheim Pharma GmbH & Co. KG, CNS Research Biberach an der Riss, Germany
| | - Odile A van den Heuvel
- Department of Psychiatry, VU University Medical CenterAmsterdam, Netherlands; Department of Anatomy and Neurosciences, VU University Medical CenterAmsterdam, Netherlands
| | - Cathrine Jespersgaard
- Department of Clinical Genetics, Applied Human Molecular Genetics, Kennedy Center, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Harald E Möller
- Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany
| | - Kirsten R Müller-Vahl
- Clinic of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School Hannover, Germany
| | - Thaïra J C Openneer
- Department of Psychiatry, University of Groningen, University Medical Center Groningen Groningen, Netherlands
| | - Geert Poelmans
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical CenterNijmegen, Netherlands; Department of Human Genetics, Radboud University Medical CenterNijmegen, Netherlands; Department of Molecular Animal Physiology, Donders Institute for Brain, Cognition and Behaviour, Radboud Institute for Molecular Life Sciences, Radboud UniversityNijmegen, Netherlands
| | - Petra J W Pouwels
- Department of Physics and Medical Technology, VU University Medical Center Amsterdam, Netherlands
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Departments of Psychiatry and Neurology, Center for Human Genetic Research, Harvard Medical School, Massachusetts General Hospital Boston, MA, USA
| | | | - Zeynep Tümer
- Department of Clinical Genetics, Applied Human Molecular Genetics, Kennedy Center, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Dick J Veltman
- Department of Psychiatry, VU University Medical Center Amsterdam, Netherlands
| | - Ysbrand D van der Werf
- Department of Anatomy and Neurosciences, VU University Medical CenterAmsterdam, Netherlands; Netherlands Institute for NeuroscienceAmsterdam, Netherlands
| | - Pieter J Hoekstra
- Department of Psychiatry, University of Groningen, University Medical Center Groningen Groningen, Netherlands
| | - Andrea Ludolph
- Department of Child and Adolescent Psychiatry, University of Ulm Ulm, Germany
| | - Peristera Paschou
- Department of Molecular Biology and Genetics, Democritus University of Thrace Alexandropoulos, Greece
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34
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Lek M, Karczewski KJ, Minikel EV, Samocha KE, Banks E, Fennell T, O'Donnell-Luria AH, Ware JS, Hill AJ, Cummings BB, Tukiainen T, Birnbaum DP, Kosmicki JA, Duncan LE, Estrada K, Zhao F, Zou J, Pierce-Hoffman E, Berghout J, Cooper DN, Deflaux N, DePristo M, Do R, Flannick J, Fromer M, Gauthier L, Goldstein J, Gupta N, Howrigan D, Kiezun A, Kurki MI, Moonshine AL, Natarajan P, Orozco L, Peloso GM, Poplin R, Rivas MA, Ruano-Rubio V, Rose SA, Ruderfer DM, Shakir K, Stenson PD, Stevens C, Thomas BP, Tiao G, Tusie-Luna MT, Weisburd B, Won HH, Yu D, Altshuler DM, Ardissino D, Boehnke M, Danesh J, Donnelly S, Elosua R, Florez JC, Gabriel SB, Getz G, Glatt SJ, Hultman CM, Kathiresan S, Laakso M, McCarroll S, McCarthy MI, McGovern D, McPherson R, Neale BM, Palotie A, Purcell SM, Saleheen D, Scharf JM, Sklar P, Sullivan PF, Tuomilehto J, Tsuang MT, Watkins HC, Wilson JG, Daly MJ, MacArthur DG. Analysis of protein-coding genetic variation in 60,706 humans. Nature 2016; 536:285-91. [PMID: 27535533 PMCID: PMC5018207 DOI: 10.1038/nature19057] [Citation(s) in RCA: 7269] [Impact Index Per Article: 908.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 06/24/2016] [Indexed: 02/02/2023]
Abstract
Large-scale reference data sets of human genetic variation are critical for the medical and functional interpretation of DNA sequence changes. Here we describe the aggregation and analysis of high-quality exome (protein-coding region) DNA sequence data for 60,706 individuals of diverse ancestries generated as part of the Exome Aggregation Consortium (ExAC). This catalogue of human genetic diversity contains an average of one variant every eight bases of the exome, and provides direct evidence for the presence of widespread mutational recurrence. We have used this catalogue to calculate objective metrics of pathogenicity for sequence variants, and to identify genes subject to strong selection against various classes of mutation; identifying 3,230 genes with near-complete depletion of predicted protein-truncating variants, with 72% of these genes having no currently established human disease phenotype. Finally, we demonstrate that these data can be used for the efficient filtering of candidate disease-causing variants, and for the discovery of human 'knockout' variants in protein-coding genes.
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Affiliation(s)
| | - Monkol Lek
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,School of Paediatrics and Child Health, University of Sydney, Sydney, NSW, Australia,Institute for Neuroscience and Muscle Research, Childrens Hospital at Westmead, Sydney, NSW, Australia
| | - Konrad J Karczewski
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Eric V Minikel
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA
| | - Kaitlin E Samocha
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Eric Banks
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Timothy Fennell
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Anne H O'Donnell-Luria
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA
| | - James S Ware
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Department of Genetics, Harvard Medical School, Boston, MA, USA,National Heart and Lung Institute, Imperial College London, London, UK,NIHR Royal Brompton Cardiovascular Biomedical Research Unit, Royal Brompton Hospital, London, UK,MRC Clinical Sciences Centre, Imperial College London, London, UK
| | - Andrew J Hill
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Genome Sciences, University of Washington, Seattle, WA, USA
| | - Beryl B Cummings
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA
| | - Taru Tukiainen
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel P Birnbaum
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jack A Kosmicki
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Program in Bioinformatics and Integrative Genomics, Harvard Medical School, Boston, MA, USA
| | - Laramie E Duncan
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Karol Estrada
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Fengmei Zhao
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - James Zou
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Emma Pierce-Hoffman
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Joanne Berghout
- Mouse Genome Informatics, Jackson Laboratory, Bar Harbor, ME, USA,Center for Biomedical Informatics and Biostatistics, University of Arizona, Tucson, AZ, USA
| | - David N Cooper
- Institute of Medical Genetics, Cardiff University, Cardiff, UK
| | | | - Mark DePristo
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ron Do
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA,The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA,The Center for Statistical Genetics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jason Flannick
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Department of Molecular Biology, Massachusetts General Hospital, Boston, MA, USA
| | - Menachem Fromer
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Institute for Genomics and Multiscale Biology, 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
| | | | - Jackie Goldstein
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Namrata Gupta
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel Howrigan
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Adam Kiezun
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Mitja I Kurki
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
| | | | - Pradeep Natarajan
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA,Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA, USA,Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Lorena Orozco
- Immunogenomics and Metabolic Disease Laboratory, Instituto Nacional de Medicina Gen—mica, Mexico City, Mexico
| | - Gina M Peloso
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA, USA,Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Ryan Poplin
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Manuel A Rivas
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Samuel A Rose
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Douglas M Ruderfer
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Institute for Genomics and Multiscale Biology, 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
| | - Khalid Shakir
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Peter D Stenson
- Institute of Medical Genetics, Cardiff University, Cardiff, UK
| | - Christine Stevens
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Brett P Thomas
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Grace Tiao
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Maria T Tusie-Luna
- Molecular Biology and Genomic Medicine Unit, Instituto Nacional de Ciencias M_dicas y Nutrici—n, Mexico City, Mexico
| | - Ben Weisburd
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Hong-Hee Won
- Samsung Advanced Institute for Health Sciences and Technology (SAIHST), Sungkyunkwan University,Samsung Medical Center, Seoul, Republic of Korea
| | - Dongmei Yu
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA, USA,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - David M Altshuler
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Vertex Pharmaceuticals, Boston, MA, USA
| | | | - Michael Boehnke
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - John Danesh
- Department of Public Health and Primary Care, Strangeways Research Laboratory, Cambridge, UK
| | - Stacey Donnelly
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Roberto Elosua
- Cardiovascular Epidemiology and Genetics, Hospital del Mar Medical Research Institute, Barcelona, Spain
| | - Jose C Florez
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA,Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA, USA
| | - Stacey B Gabriel
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gad Getz
- Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA,Department of Pathology and Cancer Center, Massachusetts General Hospital, Boston, MA, USA
| | - Stephen J Glatt
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory, State University of New York,Upstate Medical University, Syracuse, NY, USA,Department of Psychiatry and Behavioral Sciences, State University of New York,Upstate Medical University, Syracuse, NY, USA,Department of Neuroscience and Physiology, State University of New York,Upstate Medical University, Syracuse, NY, USA
| | - Christina M Hultman
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Sekar Kathiresan
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA,Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA, USA,Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Markku Laakso
- Department of Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Steven McCarroll
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Mark I McCarthy
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK,Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK,Oxford NIHR Biomedical Research Centre, Oxford University Hospitals Foundation Trust, Oxford, UK
| | - Dermot McGovern
- Inflammatory Bowel Disease and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ruth McPherson
- Atherogenomics Laboratory, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Benjamin M Neale
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Aarno Palotie
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA,Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Shaun M Purcell
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Institute for Genomics and Multiscale Biology, 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
| | - Danish Saleheen
- Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA,Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA,Center for Non-Communicable Diseases, Karachi, , Pakistan
| | - Jeremiah M Scharf
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA, USA,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Pamela Sklar
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Institute for Genomics and Multiscale Biology, 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,Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Patrick F Sullivan
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Jaakko Tuomilehto
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Ming T Tsuang
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Hugh C Watkins
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK,Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - James G Wilson
- Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS, USA
| | - Mark J Daly
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel G MacArthur
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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35
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Georgitsi M, Willsey AJ, Mathews CA, State M, Scharf JM, Paschou P. The Genetic Etiology of Tourette Syndrome: Large-Scale Collaborative Efforts on the Precipice of Discovery. Front Neurosci 2016; 10:351. [PMID: 27536211 PMCID: PMC4971013 DOI: 10.3389/fnins.2016.00351] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Accepted: 07/12/2016] [Indexed: 12/17/2022] Open
Abstract
Gilles de la Tourette Syndrome (TS) is a childhood-onset neurodevelopmental disorder that is characterized by multiple motor and phonic tics. It has a complex etiology with multiple genes likely interacting with environmental factors to lead to the onset of symptoms. The genetic basis of the disorder remains elusive. However, multiple resources and large-scale projects are coming together, launching a new era in the field and bringing us on the verge of discovery. The large-scale efforts outlined in this report are complementary and represent a range of different approaches to the study of disorders with complex inheritance. The Tourette Syndrome Association International Consortium for Genetics (TSAICG) has focused on large families, parent-proband trios and cases for large case-control designs such as genomewide association studies (GWAS), copy number variation (CNV) scans, and exome/genome sequencing. TIC Genetics targets rare, large effect size mutations in simplex trios, and multigenerational families. The European Multicentre Tics in Children Study (EMTICS) seeks to elucidate gene-environment interactions including the involvement of infection and immune mechanisms in TS etiology. Finally, TS-EUROTRAIN, a Marie Curie Initial Training Network, aims to act as a platform to unify large-scale projects in the field and to educate the next generation of experts. Importantly, these complementary large-scale efforts are joining forces to uncover the full range of genetic variation and environmental risk factors for TS, holding great promise for identifying definitive TS susceptibility genes and shedding light into the complex pathophysiology of this disorder.
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Affiliation(s)
- Marianthi Georgitsi
- Department of Molecular Biology and Genetics, Democritus University of ThraceAlexandroupoli, Greece; Department of Medicine, Aristotle University of ThessalonikiThessaloniki, Greece
| | - A Jeremy Willsey
- Department of Psychiatry, University of California, San Francisco San Francisco, CA, USA
| | - Carol A Mathews
- Department of Psychiatry, University of Florida School of Medicine Gainesville, FL, USA
| | - Matthew State
- Department of Psychiatry, University of California, San Francisco San Francisco, CA, USA
| | - Jeremiah M Scharf
- Departments of Neurology and Psychiatry, Massachusetts General Hospital, Harvard Medical School Boston, MA, USA
| | - Peristera Paschou
- Department of Molecular Biology and Genetics, Democritus University of Thrace Alexandroupoli, Greece
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36
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Hirschtritt ME, Darrow SM, Illmann C, Osiecki L, Grados M, Sandor P, Dion Y, King RA, Pauls DL, Budman CL, Cath DC, Greenberg E, Lyon GJ, Yu D, McGrath LM, McMahon WM, Lee PC, Delucchi KL, Scharf JM, Mathews CA. Social disinhibition is a heritable subphenotype of tics in Tourette syndrome. Neurology 2016; 87:497-504. [PMID: 27371487 PMCID: PMC4970665 DOI: 10.1212/wnl.0000000000002910] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Accepted: 03/28/2016] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To identify heritable symptom-based subtypes of Tourette syndrome (TS). METHODS Forty-nine motor and phonic tics were examined in 3,494 individuals (1,191 TS probands and 2,303 first-degree relatives). Item-level exploratory factor and latent class analyses (LCA) were used to identify tic-based subtypes. Heritabilities of the subtypes were estimated, and associations with clinical characteristics were examined. RESULTS A 6-factor exploratory factor analysis model provided the best fit, which paralleled the somatotopic representation of the basal ganglia, distinguished simple from complex tics, and separated out socially disinhibited and compulsive tics. The 5-class LCA model best distinguished among the following groups: unaffected, simple tics, intermediate tics without social disinhibition, intermediate with social disinhibition, and high rates of all tic types. Across models, a phenotype characterized by high rates of social disinhibition emerged. This phenotype was associated with increased odds of comorbid psychiatric disorders, in particular, obsessive-compulsive disorder and attention-deficit/hyperactivity disorder, earlier age at TS onset, and increased tic severity. The heritability estimate for this phenotype based on the LCA was 0.53 (SE 0.08, p 1.7 × 10(-18)). CONCLUSIONS Expanding on previous modeling approaches, a series of TS-related phenotypes, including one characterized by high rates of social disinhibition, were identified. These phenotypes were highly heritable and may reflect underlying biological networks more accurately than traditional diagnoses, thus potentially aiding future genetic, imaging, and treatment studies.
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Affiliation(s)
- Matthew E Hirschtritt
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Sabrina M Darrow
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Cornelia Illmann
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Lisa Osiecki
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Marco Grados
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Paul Sandor
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Yves Dion
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Robert A King
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - David L Pauls
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Cathy L Budman
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Danielle C Cath
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Erica Greenberg
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Gholson J Lyon
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Dongmei Yu
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Lauren M McGrath
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - William M McMahon
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Paul C Lee
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Kevin L Delucchi
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
| | - Jeremiah M Scharf
- From the Department of Psychiatry (M.E.H., S.M.D., K.L.D.), University of California, San Francisco; Psychiatric and Neurodevelopmental Genetics Unit (C.I., L.O., D.L.P., E.G., D.Y., J.M.S.), Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Psychiatry and Behavioral Sciences (M.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Psychiatry (P.S.), University of Toronto and University Health Network, Youthdale Treatment Centers; Department of Psychiatry (Y.D.), University of Montreal, Canada; Yale Child Study Center (R.A.K.), Yale University School of Medicine, New Haven, CT; The Feinstein Institute for Medical Research (C.L.B.), North Shore Long Island Jewish Health System, Manhasset, NY; Faculty of Social and Behavioural Sciences (D.C.C.), Utrecht University and Altrecht Academic Anxiety Center, Utrecht, the Netherlands; Stanley Institute for Cognitive Genomics (G.J.L.), Cold Spring Harbor Laboratory, NY; School of Education (L.M.M.), American University, Washington, DC; Department of Psychiatry (W.M.M.), University of Utah, Salt Lake City; Department of Behavioral Health (P.C.L.), Tripler Army Medical Center, Honolulu, HI; Division of Cognitive and Behavioral Neurology (J.M.S.), Brigham and Women's Hospital, Harvard Medical School, Boston; Department of Neurology (J.M.S.), Massachusetts General Hospital, Harvard Medical School, Boston, MA; and Department of Psychiatry (C.A.M.), University of Florida, Gainesville
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Scharf JM. Parity in Tourette Syndrome: Reproducible Risk Factors for an Underrecognized Neurodevelopmental Disorder. J Pediatr 2016; 171:17-9. [PMID: 26778098 DOI: 10.1016/j.jpeds.2015.12.048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Accepted: 12/17/2015] [Indexed: 10/22/2022]
Affiliation(s)
- Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Division of Movement Disorders, Departments of Neurology and Psychiatry, Massachusetts General Hospital, Boston, Massachusetts; Division of Cognitive and Behavioral Neurology, Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts.
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Hirschtritt ME, Lee PC, Pauls DL, Dion Y, Grados MA, Illmann C, King RA, Sandor P, McMahon WM, Lyon GJ, Cath DC, Kurlan R, Robertson MM, Osiecki L, Scharf JM, Mathews CA. Lifetime prevalence, age of risk, and genetic relationships of comorbid psychiatric disorders in Tourette syndrome. JAMA Psychiatry 2015; 72:325-33. [PMID: 25671412 PMCID: PMC4446055 DOI: 10.1001/jamapsychiatry.2014.2650] [Citation(s) in RCA: 383] [Impact Index Per Article: 42.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
IMPORTANCE Tourette syndrome (TS) is characterized by high rates of psychiatric comorbidity; however, few studies have fully characterized these comorbidities. Furthermore, most studies have included relatively few participants (<200), and none has examined the ages of highest risk for each TS-associated comorbidity or their etiologic relationship to TS. OBJECTIVE To characterize the lifetime prevalence, clinical associations, ages of highest risk, and etiology of psychiatric comorbidity among individuals with TS. DESIGN, SETTING, AND PARTICIPANTS Cross-sectional structured diagnostic interviews conducted between April 1, 1992, and December 31, 2008, of participants with TS (n = 1374) and TS-unaffected family members (n = 1142). MAIN OUTCOMES AND MEASURES Lifetime prevalence of comorbid DSM-IV-TR disorders, their heritabilities, ages of maximal risk, and associations with symptom severity, age at onset, and parental psychiatric history. RESULTS The lifetime prevalence of any psychiatric comorbidity among individuals with TS was 85.7%; 57.7% of the population had 2 or more psychiatric disorders. The mean (SD) number of lifetime comorbid diagnoses was 2.1 (1.6); the mean number was 0.9 (1.3) when obsessive-compulsive disorder (OCD) and attention-deficit/hyperactivity disorder (ADHD) were excluded, and 72.1% of the individuals met the criteria for OCD or ADHD. Other disorders, including mood, anxiety, and disruptive behavior, each occurred in approximately 30% of the participants. The age of greatest risk for the onset of most comorbid psychiatric disorders was between 4 and 10 years, with the exception of eating and substance use disorders, which began in adolescence (interquartile range, 15-19 years for both). Tourette syndrome was associated with increased risk of anxiety (odds ratio [OR], 1.4; 95% CI, 1.0-1.9; P = .04) and decreased risk of substance use disorders (OR, 0.6; 95% CI, 0.3-0.9; P = .02) independent from comorbid OCD and ADHD; however, high rates of mood disorders among participants with TS (29.8%) may be accounted for by comorbid OCD (OR, 3.7; 95% CI, 2.9-4.8; P < .001). Parental history of ADHD was associated with a higher burden of non-OCD, non-ADHD comorbid psychiatric disorders (OR, 1.86; 95% CI, 1.32-2.61; P < .001). Genetic correlations between TS and mood (RhoG, 0.47), anxiety (RhoG, 0.35), and disruptive behavior disorders (RhoG, 0.48), may be accounted for by ADHD and, for mood disorders, by OCD. CONCLUSIONS AND RELEVANCE This study is, to our knowledge, the most comprehensive of its kind. It confirms the belief that psychiatric comorbidities are common among individuals with TS, demonstrates that most comorbidities begin early in life, and indicates that certain comorbidities may be mediated by the presence of comorbid OCD or ADHD. In addition, genetic analyses suggest that some comorbidities may be more biologically related to OCD and/or ADHD rather than to TS.
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Affiliation(s)
- Matthew E. Hirschtritt
- Program for Genetics and Epidemiology of Neuropsychiatric Symptoms, Department of Psychiatry, University of California, San Francisco, CA, USA
| | - Paul C. Lee
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - David L. Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Yves Dion
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | - Marco A. Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Robert A. King
- Yale Child Study Center, Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Toronto Western Research Institute and Youthdale Treatment Centers, Toronto, Ontario, Canada
| | | | - Gholson J. Lyon
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Woodbury, NY, USA
| | - Danielle C. Cath
- Department of Clinical and Health Psychology, Utrecht University, Utrecht, The Netherlands,Altrecht Academic Anxiety Disorders Centre, Utrecht, The Netherlands
| | - Roger Kurlan
- Atlantic Neuroscience Institute, Overlook Hospital, Summit, NJ, USA
| | - Mary M. Robertson
- University College London and St George's Hospital and Medical School, London, UK,University of Cape Town, Cape Town, South Africa
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, 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
| | - Carol A. Mathews
- Program for Genetics and Epidemiology of Neuropsychiatric Symptoms, Department of Psychiatry, University of California, San Francisco, CA, USA
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de Leeuw C, Goudriaan A, Smit AB, Yu D, Mathews CA, Scharf JM, Verheijen MHG, Posthuma D. Involvement of astrocyte metabolic coupling in Tourette syndrome pathogenesis. Eur J Hum Genet 2015; 23:1519-22. [PMID: 25735483 DOI: 10.1038/ejhg.2015.22] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2014] [Revised: 12/11/2014] [Accepted: 01/20/2015] [Indexed: 01/02/2023] Open
Abstract
Tourette syndrome is a heritable neurodevelopmental disorder whose pathophysiology remains unknown. Recent genome-wide association studies suggest that it is a polygenic disorder influenced by many genes of small effect. We tested whether these genes cluster in cellular function by applying gene-set analysis using expert curated sets of brain-expressed genes in the current largest available Tourette syndrome genome-wide association data set, involving 1285 cases and 4964 controls. The gene sets included specific synaptic, astrocytic, oligodendrocyte and microglial functions. We report association of Tourette syndrome with a set of genes involved in astrocyte function, specifically in astrocyte carbohydrate metabolism. This association is driven primarily by a subset of 33 genes involved in glycolysis and glutamate metabolism through which astrocytes support synaptic function. Our results indicate for the first time that the process of astrocyte-neuron metabolic coupling may be an important contributor to Tourette syndrome pathogenesis.
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Affiliation(s)
- Christiaan de Leeuw
- Department of Complex Trait Genetics, VU University Medical Center, Amsterdam, The Netherlands.,Institute for Computing and Information Sciences, Radboud University, Nijmegen, The Netherlands
| | - Andrea Goudriaan
- Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University, Amsterdam, The Netherlands
| | - August B Smit
- Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University, Amsterdam, The Netherlands
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Departments of Psychiatry and Neurology, Center for Human Genetics Research, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Carol A Mathews
- Department of Psychiatry, Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Departments of Psychiatry and Neurology, Center for Human Genetics Research, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Division of Cognitive and Behavioral Neurology, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Mark H G Verheijen
- Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University, Amsterdam, The Netherlands
| | - Danielle Posthuma
- Department of Complex Trait Genetics, VU University Medical Center, Amsterdam, The Netherlands.,Department of Functional Genomics, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University, Amsterdam, The Netherlands.,Department of Child and Adolescent Psychiatry, Erasmus University Rotterdam, Sophia Child Hospital, Rotterdam, The Netherlands
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40
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Yu D, Mathews CA, Scharf JM, Neale BM, Davis LK, Gamazon ER, Derks EM, Evans P, Edlund CK, Crane J, Fagerness JA, Osiecki L, Gallagher P, Gerber G, Haddad S, Illmann C, McGrath LM, Mayerfeld C, Arepalli S, Barlassina C, Barr CL, Bellodi L, Benarroch F, Berrió GB, Bienvenu OJ, Black D, Bloch MH, Brentani H, Bruun RD, Budman CL, Camarena B, Campbell DD, Cappi C, Cardona Silgado JC, Cavallini MC, Chavira DA, Chouinard S, Cook EH, Cookson MR, Coric V, Cullen B, Cusi D, Delorme R, Denys D, Dion Y, Eapen V, Egberts K, Falkai P, Fernandez T, Fournier E, Garrido H, Geller D, Gilbert D, Girard SL, Grabe HJ, Grados MA, Greenberg BD, Gross-Tsur V, Grünblatt E, Hardy J, Heiman GA, Hemmings SM, Herrera LD, Hezel DM, Hoekstra PJ, Jankovic J, Kennedy JL, King RA, Konkashbaev AI, Kremeyer B, Kurlan R, Lanzagorta N, Leboyer M, Leckman JF, Lennertz L, Liu C, Lochner C, Lowe TL, Lupoli S, Macciardi F, Maier W, Manunta P, Marconi M, McCracken JT, Mesa Restrepo SC, Moessner R, Moorjani P, Morgan J, Muller H, Murphy DL, Naarden AL, Ochoa WC, Ophoff RA, Pakstis AJ, Pato MT, Pato CN, Piacentini J, Pittenger C, Pollak Y, Rauch SL, Renner T, Reus VI, Richter MA, Riddle MA, Robertson MM, Romero R, Rosário MC, Rosenberg D, Ruhrmann S, Sabatti C, Salvi E, Sampaio AS, Samuels J, Sandor P, Service SK, Sheppard B, Singer HS, Smit JH, Stein DJ, Strengman E, Tischfield JA, Turiel M, Valencia Duarte AV, Vallada H, Veenstra-VanderWeele J, Walitza S, Walkup J, Wang Y, Weale M, Weiss R, Wendland JR, Westenberg HG, Yao Y, Hounie AG, Miguel EC, Nicolini H, Wagner M, Ruiz-Linares A, Cath DC, McMahon W, Posthuma D, Oostra BA, Nestadt G, Rouleau GA, Purcell S, Jenike MA, Heutink P, Hanna GL, Conti DV, Arnold PD, Freimer N, Stewart SE, Knowles JA, Cox NJ, Pauls DL. Cross-disorder genome-wide analyses suggest a complex genetic relationship between Tourette's syndrome and OCD. Am J Psychiatry 2015; 172:82-93. [PMID: 25158072 PMCID: PMC4282594 DOI: 10.1176/appi.ajp.2014.13101306] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Obsessive-compulsive disorder (OCD) and Tourette's syndrome are highly heritable neurodevelopmental disorders that are thought to share genetic risk factors. However, the identification of definitive susceptibility genes for these etiologically complex disorders remains elusive. The authors report a combined genome-wide association study (GWAS) of Tourette's syndrome and OCD. METHOD The authors conducted a GWAS in 2,723 cases (1,310 with OCD, 834 with Tourette's syndrome, 579 with OCD plus Tourette's syndrome/chronic tics), 5,667 ancestry-matched controls, and 290 OCD parent-child trios. GWAS summary statistics were examined for enrichment of functional variants associated with gene expression levels in brain regions. Polygenic score analyses were conducted to investigate the genetic architecture within and across the two disorders. RESULTS Although no individual single-nucleotide polymorphisms (SNPs) achieved genome-wide significance, the GWAS signals were enriched for SNPs strongly associated with variations in brain gene expression levels (expression quantitative loci, or eQTLs), suggesting the presence of true functional variants that contribute to risk of these disorders. Polygenic score analyses identified a significant polygenic component for OCD (p=2×10(-4)), predicting 3.2% of the phenotypic variance in an independent data set. In contrast, Tourette's syndrome had a smaller, nonsignificant polygenic component, predicting only 0.6% of the phenotypic variance (p=0.06). No significant polygenic signal was detected across the two disorders, although the sample is likely underpowered to detect a modest shared signal. Furthermore, the OCD polygenic signal was significantly attenuated when cases with both OCD and co-occurring Tourette's syndrome/chronic tics were included in the analysis (p=0.01). CONCLUSIONS Previous work has shown that Tourette's syndrome and OCD have some degree of shared genetic variation. However, the data from this study suggest that there are also distinct components to the genetic architectures of these two disorders. Furthermore, OCD with co-occurring Tourette's syndrome/chronic tics may have different underlying genetic susceptibility compared with OCD alone.
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Affiliation(s)
- Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Co-corresponding authors: Dongmei Yu, MS & David L. Pauls, Ph.D., Psychiatric & Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Simches Research Building, 6th Floor, 185 Cambridge Street, Boston, MA 02114
| | - Carol A. Mathews
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA,Division of Cognitive and Behavioral Neurology, Brigham and Womens Hospital, Boston, MA, USA
| | - Benjamin M. Neale
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Lea K. Davis
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Eric R. Gamazon
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Eske M. Derks
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Patrick Evans
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Christopher K. Edlund
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jacquelyn Crane
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jesen A. Fagerness
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Patience Gallagher
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Gloria Gerber
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Stephen Haddad
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lauren M. McGrath
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Catherine Mayerfeld
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sampath Arepalli
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Cristina Barlassina
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Cathy L. Barr
- The Toronto Western Research Institute, University Health Network, Toronto, ON, Canada,The Hospital for Sick Children, Toronto, ON, Canada
| | | | - Fortu Benarroch
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | | | - O. Joseph Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Donald Black
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Michael H. Bloch
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Helena Brentani
- Department of Psychiatry, University of São Paulo Medical School, Brazil
| | - Ruth D. Bruun
- North Shore-Long Island Jewish Medical Center, Manhasset, NY, USA,New York University Medical Center, New York, NY, USA
| | - Cathy L. Budman
- North Shore-Long Island Jewish Health System, Manhasset, NY, USA,Hofstra University School of Medicine, Hempstead, NY, USA
| | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Desmond D. Campbell
- University College London, London, UK,Department of Psychiatry, University of Hong Kong, Hong Kong
| | - Carolina Cappi
- Department of Psychiatry, University of São Paulo Medical School, Brazil
| | | | | | - Denise A. Chavira
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA,Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Sylvain Chouinard
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Edwin H. Cook
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, USA
| | - M. R. Cookson
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Vladimir Coric
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Bernadette Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Daniele Cusi
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Richard Delorme
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France,Foundation Fondamental, French National Science Foundation, France,AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands,Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Yves Dion
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | - Valsama Eapen
- Infant Child and Adolescent Psychiatry, University of New South Wales, Australia,Academic Unit of Child Psychiatry, South West Sydney LHD (AUCS), Australia
| | - Karin Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University of Munich, Munich, Germany
| | - Thomas Fernandez
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | | | - Helena Garrido
- Clinica Herrera Amighetti, Avenida Escazú, San José, Costa Rica
| | - Daniel Geller
- OCD Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Donald Gilbert
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati, Cincinnati, OH, USA
| | - Simon L. Girard
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Hans J. Grabe
- Department of Psychiatry and Psychotherapy, Helios-Hospital Stralsund, University Medicine Greifswald, Greifswald, Germany
| | - Marco A. Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Benjamin D. Greenberg
- Department of Psychiatry and Human Behavior, Brown Medical School, Butler Hospital, Providence, Rhode Island, USA
| | - Varda Gross-Tsur
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Edna Grünblatt
- Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland
| | | | - Gary A. Heiman
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, NJ, US
| | - Sian M.J. Hemmings
- Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | | | - Dianne M. Hezel
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Pieter J. Hoekstra
- Department of Psychiatry, University Medical Center, University of Groningen, Groningen, The Netherlands
| | - Joseph Jankovic
- Parkinson’s Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, TX, USA
| | - James L. Kennedy
- Neurogenetics Section, Centre for Addiction and Mental Health, Toronto, Canada,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Robert A. King
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Anuar I. Konkashbaev
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | | | - Roger Kurlan
- Atlantic Neuroscience Institute, Overlook Hospital, Summit, NJ, USA
| | | | - Marion Leboyer
- Foundation Fondamental, French National Science Foundation, France,AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France,Institut Mondor de Recherche Biomédicale, Psychiatric Genetics, Créteil, F 94000, France
| | - James F. Leckman
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Leonhard Lennertz
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Chunyu Liu
- Department of Psychiatry, Institute of Human Genetics, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Christine Lochner
- MRC Unit on Anxiety & Stress Disorders, Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Thomas L. Lowe
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | - Sara Lupoli
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), California, USA
| | - Wolfgang Maier
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Paolo Manunta
- Division of Nephrology and Dialysis, San Raffaele Scientific Institute - Chair of Nephrology, Università Vita Salute San Raffaele, Milan, Italy
| | - Maurizio Marconi
- Center of Transfusion Medicine and Immunohematology, Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - James T. McCracken
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, David Geffen School of Medicine, California, USA
| | | | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Priya Moorjani
- Department of Genetics, Harvard University, Cambridge, MA, USA
| | | | | | - Dennis L. Murphy
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, MD, USA
| | - Allan L. Naarden
- Department of Clinical Research, Medical City Dallas Hospital, Dallas, Texas, USA
| | | | - Roel A. Ophoff
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center, Utrecht, The Netherlands,Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Andrew J. Pakstis
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Michele T. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Carlos N. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - John Piacentini
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, David Geffen School of Medicine, California, USA
| | - Christopher Pittenger
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Yehuda Pollak
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Scott L. Rauch
- Partners Psychiatry and McLean Hospital, Boston, MA, USA
| | - Tobias Renner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Germany
| | - Victor I. Reus
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | - Margaret A. Richter
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada,Frederick W. Thompson Anxiety Disorders Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mark A. Riddle
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Maria C. Rosário
- Child and Adolescent Psychiatry Unit (UPIA), Department of Psychiatry, Federal University of São Paulo, Brazil
| | - David Rosenberg
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University and the Detroit Medical Center
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | - Chiara Sabatti
- Department of Health Research and Policy, Stanford University, Stanford, CA, USA
| | - Erika Salvi
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Aline S. Sampaio
- University Health Care Services - SMURB, Universidade Federal da Bahia, Salvador, Bahia, Brazil,Department of Psychiatry, Faculdade de Medicina da Universidade de Sao Paulo, Brazil
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Toronto Western Research Institute and Youthdale Treatment Centers, Toronto, Ontario, Canada
| | - Susan K. Service
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Brooke Sheppard
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | | | - Jan H. Smit
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Dan J. Stein
- University of Cape Town, Cape Town, South Africa
| | - Eric Strengman
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jay A. Tischfield
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, NJ, US
| | - Maurizio Turiel
- Department of Health Technologies, University of Milano, Milano, Italy
| | | | - Homero Vallada
- Department of Psychiatry, University of São Paulo Medical School, Brazil
| | - Jeremy Veenstra-VanderWeele
- Departments of Psychiatry, Pediatrics, and Pharmacology, Kennedy Center for Research on Human Development, and Brain Institute, Vanderbilt University, Nashville, TN, USA
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland,Department of Child and Adolescent Psychiatry, University of Würzburg, Germany
| | - John Walkup
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Weill Cornell Medical Center, New York, NY, USA
| | - Ying Wang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Mike Weale
- Department of Medical & Molecular Genetics, King’s College London, UK
| | | | - Jens R. Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, MD, USA
| | - Herman G.M. Westenberg
- Department of Psychiatry, Academic Medical Center and Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Yin Yao
- Unit on Statistical Genomics, NIMH Intramural Research Program, Bethesda, MD, USA
| | - Ana G. Hounie
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao Paulo, Brazil
| | | | | | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | | | - Danielle C. Cath
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands,Department of Clinical & Health Psychology, Utrecht University, Utrecht, The Netherlands
| | - William McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, Utah, USA
| | - Danielle Posthuma
- Section of Medical Genomics, Department of Clinical Genetics, VU University Medical Center Amsterdam, The Netherlands,Department of Functional Genomics, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University Amsterdam, De Boelelaan Amsterdam, The Netherlands,Department of Child and Adolescent Psychiatry, Erasmus University Medical Centre, Wytemaweg 8, Rotterdam, The Netherlands
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Guy A. Rouleau
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Shaun Purcell
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Mt. Sinai Medical Center, New York, NY, USA
| | - Michael A. Jenike
- OCD Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Peter Heutink
- Section of Medical Genomics, Department of Clinical Genetics, VU University Medical Center Amsterdam, The Netherlands,German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Gregory L. Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - David V. Conti
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Paul D. Arnold
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada,Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nelson Freimer
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - S. Evelyn Stewart
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,British Columbia Mental Health and Addictions Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - James A. Knowles
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Nancy J. Cox
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - David L. Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Co-corresponding authors: Dongmei Yu, MS & David L. Pauls, Ph.D., Psychiatric & Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Simches Research Building, 6th Floor, 185 Cambridge Street, Boston, MA 02114
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41
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Scharf JM, Miller LL, Gauvin CA, Alabiso J, Mathews CA, Ben-Shlomo Y. Population prevalence of Tourette syndrome: a systematic review and meta-analysis. Mov Disord 2014; 30:221-8. [PMID: 25487709 DOI: 10.1002/mds.26089] [Citation(s) in RCA: 203] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2013] [Revised: 10/17/2014] [Accepted: 10/23/2014] [Indexed: 11/08/2022] Open
Abstract
The aim of this study was to refine the population prevalence estimate of Tourette Syndrome (TS) in children and to investigate potential sources of heterogeneity in previously published studies. A systematic review was conducted and all qualifying published studies of TS prevalence were examined. Extracted data were subjected to a random-effects meta-analysis weighted by sample size; meta-regressions were performed to examine covariates that have previously been proposed as potential sources of heterogeneity. Twenty-six articles met study inclusion criteria. Studies derived from clinically referred cases had prevalence estimates that were significantly lower than those derived from population-based samples (P = 0.004). Among the 21 population-based prevalence studies, the pooled TS population prevalence estimate was 0.52% (95% confidence interval CI: 0.32-0.85). In univariable meta-regression analysis, study sample size (P = 0.002) and study date (P = 0.03) were significant predictors of TS prevalence. In the final multivariable model including sample size, study date, age, and diagnostic criteria, only sample size (P < 0.001) and diagnostic criteria (omnibus P = 0.003; Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision [DSM-IV-TR]: P = 0.005) were independently associated with variation in TS population prevalence across studies. This study refines the population prevalence estimate of TS in children to be 0.3% to 0.9%. Study sample size, which is likely a proxy for case assessment method, and the use of DSM-IV-TR diagnostic criteria are the major sources of heterogeneity across studies. The true TS population prevalence rate is likely at the higher end of these estimates, given the methodological limitations of most studies. Further studies in large, well-characterized samples will be helpful to determine the burden of disease in the general population.
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Affiliation(s)
- Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Departments of Neurology and Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA; Division of Cognitive and Behavioral Neurology, Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA
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Abstract
Georges Gilles de la Tourette, in describing the syndrome that now bears his name, observed that the condition aggregated within families. Over the last three decades, numerous studies have confirmed this observation, and demonstrated that familial clustering is due in part to genetic factors. Recent studies are beginning to provide clues about the underlying genetic mechanisms important for the manifestation of some cases of Tourette Disorder (TD). Evidence has come from different study designs, such as nuclear families, twins, multigenerational families, and case-control samples, together examining the broad spectrum of genetic variation including cytogenetic abnormalities, copy number variants, genome-wide association of common variants, and sequencing studies targeting rare and/or de novo variation. Each of these classes of genetic variation holds promise for identifying the causative genes and biological pathways contributing to this paradigmatic neuropsychiatric disorder.
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Affiliation(s)
- David L Pauls
- Department of Psychiatry, Harvard Medical School, Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114
| | - Thomas V Fernandez
- Child Study Center and Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06520
| | - Carol A Mathews
- Department of Psychiatry, University of California, San Francisco, CA 94143
| | - Matthew W State
- Department of Psychiatry, University of California, San Francisco, CA 94143
| | - Jeremiah M Scharf
- Department of Psychiatry, Harvard Medical School, Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114 ; Department of Neurology, Harvard Medical School, Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114
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43
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Abstract
Twin and family studies support a significant genetic contribution to obsessive-compulsive disorder (OCD) and related disorders, such as chronic tic disorders, trichotillomania, skin-picking disorder, body dysmorphic disorder, and hoarding disorder. Recently, population-based studies and novel laboratory-based methods have confirmed substantial heritability in OCD. Genome-wide association studies and candidate gene association studies have provided information on specific gene variations that may be involved in the pathobiology of OCD, though a substantial portion of the genetic risk architecture remains unknown.
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Affiliation(s)
- Heidi A Browne
- OCD and Related Disorders Program, Division of Tics, OCD, and Related Disorders, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1230, New York, NY 10029, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY 10029, USA
| | - Shannon L Gair
- OCD and Related Disorders Program, Division of Tics, OCD, and Related Disorders, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1230, New York, NY 10029, USA
| | - Jeremiah M Scharf
- Movement Disorders Unit, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 185 Cambridge Street, 6254, Boston, MA 02114, USA; Psychiatric and Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, 185 Cambridge Street, 6254, Boston, MA 02114, USA.
| | - Dorothy E Grice
- OCD and Related Disorders Program, Division of Tics, OCD, and Related Disorders, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1230, New York, NY 10029, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY 10029, USA.
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44
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McGrath LM, Yu D, Marshall C, Davis LK, Thiruvahindrapuram B, Li B, Cappi C, Gerber G, Wolf A, Schroeder FA, Osiecki L, O'Dushlaine C, Kirby A, Illmann C, Haddad S, Gallagher P, Fagerness JA, Barr CL, Bellodi L, Benarroch F, Bienvenu OJ, Black DW, Bloch MH, Bruun RD, Budman CL, Camarena B, Cath DC, Cavallini MC, Chouinard S, Coric V, Cullen B, Delorme R, Denys D, Derks EM, Dion Y, Rosário MC, Eapen V, Evans P, Falkai P, Fernandez TV, Garrido H, Geller D, Grabe HJ, Grados MA, Greenberg BD, Gross-Tsur V, Grünblatt E, Heiman GA, Hemmings SMJ, Herrera LD, Hounie AG, Jankovic J, Kennedy JL, King RA, Kurlan R, Lanzagorta N, Leboyer M, Leckman JF, Lennertz L, Lochner C, Lowe TL, Lyon GJ, Macciardi F, Maier W, McCracken JT, McMahon W, Murphy DL, Naarden AL, Neale BM, Nurmi E, Pakstis AJ, Pato MT, Pato CN, Piacentini J, Pittenger C, Pollak Y, Reus VI, Richter MA, Riddle M, Robertson MM, Rosenberg D, Rouleau GA, Ruhrmann S, Sampaio AS, Samuels J, Sandor P, Sheppard B, Singer HS, Smit JH, Stein DJ, Tischfield JA, Vallada H, Veenstra-VanderWeele J, Walitza S, Wang Y, Wendland JR, Shugart YY, Miguel EC, Nicolini H, Oostra BA, Moessner R, Wagner M, Ruiz-Linares A, Heutink P, Nestadt G, Freimer N, Petryshen T, Posthuma D, Jenike MA, Cox NJ, Hanna GL, Brentani H, Scherer SW, Arnold PD, Stewart SE, Mathews CA, Knowles JA, Cook EH, Pauls DL, Wang K, Scharf JM. Copy number variation in obsessive-compulsive disorder and tourette syndrome: a cross-disorder study. J Am Acad Child Adolesc Psychiatry 2014; 53:910-9. [PMID: 25062598 PMCID: PMC4218748 DOI: 10.1016/j.jaac.2014.04.022] [Citation(s) in RCA: 97] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2013] [Revised: 03/16/2014] [Accepted: 06/18/2014] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Obsessive-compulsive disorder (OCD) and Tourette syndrome (TS) are heritable neurodevelopmental disorders with a partially shared genetic etiology. This study represents the first genome-wide investigation of large (>500 kb), rare (<1%) copy number variants (CNVs) in OCD and the largest genome-wide CNV analysis in TS to date. METHOD The primary analyses used a cross-disorder design for 2,699 case patients (1,613 ascertained for OCD, 1,086 ascertained for TS) and 1,789 controls. Parental data facilitated a de novo analysis in 348 OCD trios. RESULTS Although no global CNV burden was detected in the cross-disorder analysis or in secondary, disease-specific analyses, there was a 3.3-fold increased burden of large deletions previously associated with other neurodevelopmental disorders (p = .09). Half of these neurodevelopmental deletions were located in a single locus, 16p13.11 (5 case patient deletions: 0 control deletions, p = .08 in the current study, p = .025 compared to published controls). Three 16p13.11 deletions were confirmed de novo, providing further support for the etiological significance of this region. The overall OCD de novo rate was 1.4%, which is intermediate between published rates in controls (0.7%) and in individuals with autism or schizophrenia (2-4%). CONCLUSION Several converging lines of evidence implicate 16p13.11 deletions in OCD, with weaker evidence for a role in TS. The trend toward increased overall neurodevelopmental CNV burden in TS and OCD suggests that deletions previously associated with other neurodevelopmental disorders may also contribute to these phenotypes.
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Affiliation(s)
- Lauren M McGrath
- Massachusetts General Hospital, Boston; American University, Washington, DC; Harvard-MIT Broad Institute, Boston
| | - Dongmei Yu
- Massachusetts General Hospital, Boston; Harvard-MIT Broad Institute, Boston
| | | | | | | | - Bingbin Li
- University of Toronto and the Hospital for Sick Children, Toronto
| | | | | | | | | | | | | | | | | | | | | | | | - Cathy L Barr
- University of Toronto and the Hospital for Sick Children, Toronto; Toronto Western Research Institute, University Health Network, Toronto
| | | | | | | | | | | | - Ruth D Bruun
- North Shore-Long Island Jewish Medical Center, New Hyde Park, NY; New York University Medical Center, New York
| | - Cathy L Budman
- North Shore-Long Island Jewish Medical Center, New Hyde Park, NY; Hofstra University School of Medicine, Hempstead, NY
| | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico
| | | | | | | | | | | | - Richard Delorme
- Robert Debre University Hospital, Paris and the French National Science Foundation, Creteil, France; Institut Pasteur, Paris
| | - Damiaan Denys
- Netherlands Institute for Neuroscience, Amsterdam; Academic Medical Center, Amsterdam
| | | | | | | | | | | | | | | | - Helena Garrido
- Hospital Nacional de Niños, San Jose, Costa Rica; Clinica Herrera Amighetti, Avenida Escazú, San José, Costa Rica
| | | | - Hans J Grabe
- University Medicine Greifswald, Greifswald, Germany
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Marion Leboyer
- Robert Debre University Hospital, Paris and the French National Science Foundation, Creteil, France; Institut Mondor de Recherche Biomédicale, Créteil, France
| | | | | | | | - Thomas L Lowe
- University of California at San Francisco School of Medicine
| | | | | | | | | | | | - Dennis L Murphy
- National Institute of Mental Health (NIMH) Intramural Research Program, Bethesda, MD
| | | | - Benjamin M Neale
- Massachusetts General Hospital, Boston; Harvard-MIT Broad Institute, Boston
| | - Erika Nurmi
- University of California, Los Angeles (UCLA) School of Medicine
| | | | | | | | - John Piacentini
- University of California, Los Angeles (UCLA) School of Medicine
| | | | | | - Victor I Reus
- University of California at San Francisco School of Medicine
| | - Margaret A Richter
- University of Toronto and the Hospital for Sick Children, Toronto; Sunnybrook Health Sciences Centre, Toronto
| | - Mark Riddle
- Johns Hopkins University School of Medicine, Baltimore
| | | | | | | | | | - Aline S Sampaio
- Federal University of São Paulo; Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Jack Samuels
- Johns Hopkins University School of Medicine, Baltimore
| | - Paul Sandor
- University of Toronto and the Hospital for Sick Children, Toronto; Toronto Western Research Institute, University Health Network, Toronto
| | - Brooke Sheppard
- University of California at San Francisco School of Medicine
| | | | - Jan H Smit
- VU Amsterdam and Erasmus University Medical Centre, Rotterdam; VU University Amsterdam; VU Medical Center, Amsterdam
| | | | | | | | | | | | - Ying Wang
- Johns Hopkins University School of Medicine, Baltimore
| | - Jens R Wendland
- National Institute of Mental Health (NIMH) Intramural Research Program, Bethesda, MD
| | - Yin Yao Shugart
- National Institute of Mental Health (NIMH) Intramural Research Program, Bethesda, MD
| | | | | | - Ben A Oostra
- Erasmus Medical Center Rotterdam, the Netherlands
| | | | | | | | - Peter Heutink
- German Center for Neurodegenerative Diseases, Bonn and VU Medical Center Amsterdam
| | | | - Nelson Freimer
- University of California, Los Angeles (UCLA) School of Medicine; Semel Institute for Neuroscience and Human Behavior, UCLA
| | - Tracey Petryshen
- Massachusetts General Hospital, Boston; Harvard-MIT Broad Institute, Boston
| | | | | | | | | | | | | | - Paul D Arnold
- University of Toronto and the Hospital for Sick Children, Toronto
| | - S Evelyn Stewart
- Massachusetts General Hospital, Boston; University of British Columbia, Vancouver
| | - Carol A Mathews
- University of California at San Francisco School of Medicine
| | | | | | | | - Kai Wang
- Zilkha Neurogenetic Institute, Los Angeles
| | - Jeremiah M Scharf
- Massachusetts General Hospital, Boston; Brigham and Womens Hospital, Boston; Harvard-MIT Broad Institute, Boston.
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45
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Paschou P, Yu D, Gerber G, Evans P, Tsetsos F, Davis LK, Karagiannidis I, Chaponis J, Gamazon E, Mueller-Vahl K, Stuhrmann M, Schloegelhofer M, Stamenkovic M, Hebebrand J, Noethen M, Nagy P, Barta C, Tarnok Z, Rizzo R, Depienne C, Worbe Y, Hartmann A, Cath DC, Budman CL, Sandor P, Barr C, Wolanczyk T, Singer H, Chou IC, Grados M, Posthuma D, Rouleau GA, Aschauer H, Freimer NB, Pauls DL, Cox NJ, Mathews CA, Scharf JM. Genetic association signal near NTN4 in Tourette syndrome. Ann Neurol 2014; 76:310-5. [PMID: 25042818 DOI: 10.1002/ana.24215] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Revised: 06/30/2014] [Accepted: 07/01/2014] [Indexed: 12/13/2022]
Abstract
Tourette syndrome (TS) is a neurodevelopmental disorder with a complex genetic etiology. Through an international collaboration, we genotyped 42 single nucleotide polymorphisms (p < 10(-3) ) from the recent TS genomewide association study (GWAS) in 609 independent cases and 610 ancestry-matched controls. Only rs2060546 on chromosome 12q22 (p = 3.3 × 10(-4) ) remained significant after Bonferroni correction. Meta-analysis with the original GWAS yielded the strongest association to date (p = 5.8 × 10(-7) ). Although its functional significance is unclear, rs2060546 lies closest to NTN4, an axon guidance molecule expressed in developing striatum. Risk score analysis significantly predicted case-control status (p = 0.042), suggesting that many of these variants are true TS risk alleles.
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Affiliation(s)
- Peristera Paschou
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupoli, Greece
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Miller LL, Scharf JM, Mathews CA, Ben-Shlomo Y. Tourette syndrome and chronic tic disorder are associated with lower socio-economic status: findings from the Avon Longitudinal Study of Parents and Children cohort. Dev Med Child Neurol 2014; 56:157-63. [PMID: 24138188 PMCID: PMC3908357 DOI: 10.1111/dmcn.12318] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/26/2013] [Indexed: 01/15/2023]
Abstract
AIM Only a few studies have examined the relationship between Tourette syndrome or chronic tic disorder and socio-economic status (SES). Existing studies are primarily cross-sectional, arise from specialty clinics, and use single measures of SES. In this study we examine this relationship in a longitudinal, population-based sample. METHOD Data are from 7152 children born during 1991 and 1992 in the county of Avon, UK, from the Avon Longitudinal Study of Parents and Children, who were followed up to age 13. After exclusions for intellectual disability* and autism, 6768 participants (3351 males [49.5%]) and 3417 females [50.5%]) remained. Parental SES was assessed using multiple measures during pregnancy and at 33 months of age. Presence of Tourette syndrome or chronic tics was determined from repeated maternal questionnaires up to when the child was 13 years of age. RESULTS Multiple SES measures were associated with an approximately twofold increased risk of Tourette syndrome and chronic tics. A postnatal composite factor score (lowest vs highest tertile odds ratio 2.09, 95% confidence interval 1.38-3.47) provided the best fit to the data. INTERPRETATIONS As is seen in several childhood conditions, such as cerebral palsy and autism, lower SES is a risk factor for Tourette syndrome/chronic tics. Potential explanations include differential exposure to environmental risk factors or parental psychopathology as a measure of an increased genetic risk leading to decreased parental SES.
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Affiliation(s)
- Laura L Miller
- School of Social and Community Medicine, University of BristolBristol, UK
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit Center for Human Genetics Research Departments of Neurology and Psychiatry, Massachusetts General HospitalBoston, MA, USA,Division of Cognitive and Behavioral Neurology Department of Neurology, Brigham and Women’s HospitalBoston, MA, USA
| | - Carol A Mathews
- Department of Psychiatry, University of CaliforniaSan Francisco, CA, USA
| | - Yoav Ben-Shlomo
- School of Social and Community Medicine, University of BristolBristol, UK,Correspondence to Laura L Miller, ALSPAC, School of Social and Community Medicine, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK. E-mail:
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47
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Mathews CA, Scharf JM, Miller LL, Macdonald-Wallis C, Lawlor DA, Ben-Shlomo Y. Association between pre- and perinatal exposures and Tourette syndrome or chronic tic disorder in the ALSPAC cohort. Br J Psychiatry 2014; 204:40-5. [PMID: 24262815 PMCID: PMC3877832 DOI: 10.1192/bjp.bp.112.125468] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Tourette syndrome and chronic tic disorder are heritable but aetiologically complex. Although environment plays a role in their development, existing studies of non-genetic risk factors are inconsistent. AIMS To examine the association between pre- and perinatal exposures and Tourette syndrome/chronic tic disorder in the Avon Longitudinal Study of Parents and Children (ALSPAC) prospective longitudinal pre-birth cohort. METHOD Relationships between exposures and Tourette syndrome/chronic tic disorder were examined in 6090 children using logistic regression. RESULTS Maternal alcohol and cannabis use, inadequate maternal weight gain and parity were associated with Tourette syndrome or Tourette syndrome/chronic tic disorder. Other previously reported exposures, including birth weight and prenatal maternal smoking, were not associated with Tourette syndrome/chronic tic disorder. CONCLUSIONS This study supports previously reported relationships between Tourette syndrome/chronic tic disorder and prenatal alcohol exposure, and identifies additional previously unexplored potential prenatal risk factors.
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48
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Davis LK, Yu D, Keenan CL, Gamazon ER, Konkashbaev AI, Derks EM, Neale BM, Yang J, Lee SH, Evans P, Barr CL, Bellodi L, Benarroch F, Berrio GB, Bienvenu OJ, Bloch MH, Blom RM, Bruun RD, Budman CL, Camarena B, Campbell D, Cappi C, Cardona Silgado JC, Cath DC, Cavallini MC, Chavira DA, Chouinard S, Conti DV, Cook EH, Coric V, Cullen BA, Deforce D, Delorme R, Dion Y, Edlund CK, Egberts K, Falkai P, Fernandez TV, Gallagher PJ, Garrido H, Geller D, Girard SL, Grabe HJ, Grados MA, Greenberg BD, Gross-Tsur V, Haddad S, Heiman GA, Hemmings SMJ, Hounie AG, Illmann C, Jankovic J, Jenike MA, Kennedy JL, King RA, Kremeyer B, Kurlan R, Lanzagorta N, Leboyer M, Leckman JF, Lennertz L, Liu C, Lochner C, Lowe TL, Macciardi F, McCracken JT, McGrath LM, Mesa Restrepo SC, Moessner R, Morgan J, Muller H, Murphy DL, Naarden AL, Ochoa WC, Ophoff RA, Osiecki L, Pakstis AJ, Pato MT, Pato CN, Piacentini J, Pittenger C, Pollak Y, Rauch SL, Renner TJ, Reus VI, Richter MA, Riddle MA, Robertson MM, Romero R, Rosàrio MC, Rosenberg D, Rouleau GA, Ruhrmann S, Ruiz-Linares A, Sampaio AS, Samuels J, Sandor P, Sheppard B, Singer HS, Smit JH, Stein DJ, Strengman E, Tischfield JA, Valencia Duarte AV, Vallada H, Van Nieuwerburgh F, Veenstra-VanderWeele J, Walitza S, Wang Y, Wendland JR, Westenberg HGM, Shugart YY, Miguel EC, McMahon W, Wagner M, Nicolini H, Posthuma D, Hanna GL, Heutink P, Denys D, Arnold PD, Oostra BA, Nestadt G, Freimer NB, Pauls DL, Wray NR, Stewart SE, Mathews CA, Knowles JA, Cox NJ, Scharf JM. Partitioning the heritability of Tourette syndrome and obsessive compulsive disorder reveals differences in genetic architecture. PLoS Genet 2013; 9:e1003864. [PMID: 24204291 PMCID: PMC3812053 DOI: 10.1371/journal.pgen.1003864] [Citation(s) in RCA: 171] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Accepted: 08/21/2013] [Indexed: 11/18/2022] Open
Abstract
The direct estimation of heritability from genome-wide common variant data as implemented in the program Genome-wide Complex Trait Analysis (GCTA) has provided a means to quantify heritability attributable to all interrogated variants. We have quantified the variance in liability to disease explained by all SNPs for two phenotypically-related neurobehavioral disorders, obsessive-compulsive disorder (OCD) and Tourette Syndrome (TS), using GCTA. Our analysis yielded a heritability point estimate of 0.58 (se = 0.09, p = 5.64e-12) for TS, and 0.37 (se = 0.07, p = 1.5e-07) for OCD. In addition, we conducted multiple genomic partitioning analyses to identify genomic elements that concentrate this heritability. We examined genomic architectures of TS and OCD by chromosome, MAF bin, and functional annotations. In addition, we assessed heritability for early onset and adult onset OCD. Among other notable results, we found that SNPs with a minor allele frequency of less than 5% accounted for 21% of the TS heritability and 0% of the OCD heritability. Additionally, we identified a significant contribution to TS and OCD heritability by variants significantly associated with gene expression in two regions of the brain (parietal cortex and cerebellum) for which we had available expression quantitative trait loci (eQTLs). Finally we analyzed the genetic correlation between TS and OCD, revealing a genetic correlation of 0.41 (se = 0.15, p = 0.002). These results are very close to previous heritability estimates for TS and OCD based on twin and family studies, suggesting that very little, if any, heritability is truly missing (i.e., unassayed) from TS and OCD GWAS studies of common variation. The results also indicate that there is some genetic overlap between these two phenotypically-related neuropsychiatric disorders, but suggest that the two disorders have distinct genetic architectures.
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Affiliation(s)
- Lea K. Davis
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
- * E-mail: (LKD); (JMS)
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
| | - Clare L. Keenan
- Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
- Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America
| | - Eric R. Gamazon
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Anuar I. Konkashbaev
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Eske M. Derks
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Benjamin M. Neale
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Jian Yang
- The University of Queensland, Diamantina Institute, Queensland, Australia
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - S. Hong Lee
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - Patrick Evans
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Cathy L. Barr
- The Toronto Western Research Institute, University Health Network, Toronto, Ontario, Canada
- The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - Fortu Benarroch
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | | | - Oscar J. Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Michael H. Bloch
- Department of Psychiatry, Yale University, New Haven, Connecticut, United States of America
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Rianne M. Blom
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Ruth D. Bruun
- North Shore-Long Island Jewish Medical Center, Manhasset, New York, United States of America
- New York University Medical Center, New York, New York, United States of America
| | - Cathy L. Budman
- North Shore-Long Island Jewish Health System, Manhasset, New York, United States of America
- Hofstra University School of Medicine, Hempstead, New York, United States of America
| | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Desmond Campbell
- University College London, London, United Kingdom
- Department of Psychiatry, University of Hong Kong, Hong Kong, China
| | - Carolina Cappi
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Danielle C. Cath
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
- Department of Clinical & Health Psychology, Utrecht University, Utrecht, The Netherlands
- Altrecht Academic Anxiety Center, Utrecht, The Netherlands
| | | | - Denise A. Chavira
- Department of Psychology, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Psychiatry, University of California San Diego, La Jolla, California, United States of America
| | | | - David V. Conti
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Edwin H. Cook
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Vladimir Coric
- Department of Psychiatry, Yale University, New Haven, Connecticut, United States of America
| | - Bernadette A. Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Richard Delorme
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- Fondation Fondamental, French National Science Foundation, Creteil, France
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | - Yves Dion
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | - Christopher K. Edlund
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Karin Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University of Munich, Munich, Germany
| | - Thomas V. Fernandez
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Patience J. Gallagher
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Helena Garrido
- Clinica Herrera Amighetti, Avenida Escazú, San José, Costa Rica
| | - Daniel Geller
- OCD Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | | | - Hans J. Grabe
- Department of Psychiatry and Psychotherapy, Helios-Hospital Stralsund, University Medicine Greifswald, Greifswald, Germany
| | - Marco A. Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Benjamin D. Greenberg
- Department of Psychiatry and Human Behavior, Brown Medical School, Butler Hospital, Providence, Rhode Island, United States of America
| | - Varda Gross-Tsur
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Stephen Haddad
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Gary A. Heiman
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, New Jersey, United States of America
| | - Sian M. J. Hemmings
- Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Ana G. Hounie
- Department of Psychiatry, Faculdade de Medicina da Universidade de Säo Paulo, Brazil
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Joseph Jankovic
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Michael A. Jenike
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - James L. Kennedy
- Neurogenetics Section, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Robert A. King
- Yale Child Study Center, Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | | | - Roger Kurlan
- Atlantic Neuroscience Institute, Overlook Hospital, Summit, New Jersey, United States of America
| | | | - Marion Leboyer
- Fondation Fondamental, French National Science Foundation, Creteil, France
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
- Institut Mondor de Recherche Biomédicale, Psychiatric Genetics, Créteil, France
| | - James F. Leckman
- Child Study Center, Psychiatry, Pediatrics and Psychology, Yale University, New Haven, Connecticut, United States of America
| | - Leonhard Lennertz
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Chunyu Liu
- Department of Psychiatry, Institute of Human Genetics, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Christine Lochner
- MRC Unit on Anxiety & Stress Disorders, Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Thomas L. Lowe
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), Irvine, California, United States of America
| | - James T. McCracken
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), Irvine, California, United States of America
| | - Lauren M. McGrath
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | | | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Jubel Morgan
- University of Utah, Salt Lake City, Utah, United States of America
| | - Heike Muller
- University College London, London, United Kingdom
| | - Dennis L. Murphy
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Allan L. Naarden
- Department of Clinical Research, Medical City Dallas Hospital, Dallas, Texas, United States of America
| | | | - Roel A. Ophoff
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center, Utrecht, The Netherlands
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, United States of America
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Andrew J. Pakstis
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Michele T. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Carlos N. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - John Piacentini
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, David Geffen School of Medicine, Los Angeles, California, United States of America
| | - Christopher Pittenger
- Departments of Psychiatry and Psychology and the Child Study Center, Yale University, New Haven, Connecticut, United States of America
| | - Yehuda Pollak
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Scott L. Rauch
- Partners Psychiatry and McLean Hospital, Boston, Massachusetts, United States of America
| | - Tobias J. Renner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Victor I. Reus
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Margaret A. Richter
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Frederick W. Thompson Anxiety Disorders Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mark A. Riddle
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Mary M. Robertson
- University College London, London, United Kingdom
- St George's Hospital and Medical School, London, United Kingdom
| | | | - Maria C. Rosàrio
- Child and Adolescent Psychiatry Unit (UPIA), Department of Psychiatry, Federal University of São Paulo, São Paulo, Brazil
| | - David Rosenberg
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University and the Detroit Medical Center, Detroit, Michigan, United States of America
| | - Guy A. Rouleau
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | | | - Aline S. Sampaio
- Department of Psychiatry, Faculdade de Medicina da Universidade de Säo Paulo, Brazil
- University Health Care Services - SMURB, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Toronto Western Research Institute and Youthdale Treatment Centers, Toronto, Ontario, Canada
| | - Brooke Sheppard
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Harvey S. Singer
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Jan H. Smit
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Dan J. Stein
- University of Cape Town, Cape Town, South Africa
| | - E. Strengman
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jay A. Tischfield
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, New Jersey, United States of America
| | | | - Homero Vallada
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Jeremy Veenstra-VanderWeele
- Departments of Psychiatry, Pediatrics, and Pharmacology, Kennedy Center for Research on Human Development, and Brain Institute, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland
- Department of Child and Adolescent Psychiatry, University of Würzburg, Würzburg, Germany
| | - Ying Wang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Jens R. Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Herman G. M. Westenberg
- Department of Psychiatry, Academic Medical Center and Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Yin Yao Shugart
- Unit on Statistical Genomics, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Euripedes C. Miguel
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - William McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, Utah, United States of America
| | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Humberto Nicolini
- National Institute of Genomic Medicine-SAP, Carracci Medical Group, Mexico City, Mexico
| | - Danielle Posthuma
- Department of Functional Genomics, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University Amsterdam, De Boelelaan, Amsterdam, The Netherlands
- Department of Clinical Genetics, VU Medical Centre, De Boelelaan, Amsterdam, The Netherlands
- Department of Child and Adolescent Psychiatry, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Gregory L. Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Peter Heutink
- Section of Medical Genomics, Department of Clinical Genetics, VU University Medical Center Amsterdam, The Netherlands
- German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Paul D. Arnold
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Nelson B. Freimer
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, United States of America
| | - David L. Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Naomi R. Wray
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - S. Evelyn Stewart
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- British Columbia Mental Health and Addictions Research Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Carol A. Mathews
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - James A. Knowles
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Nancy J. Cox
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Division of Cognitive and Behavioral Neurology, Brigham and Womens Hospital, Boston, Massachusetts, United States of America
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- * E-mail: (LKD); (JMS)
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49
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Stewart SE, Yu D, Scharf JM, Neale BM, Fagerness JA, Mathews CA, Arnold PD, Evans PD, Gamazon ER, Osiecki L, McGrath L, Haddad S, Crane J, Hezel D, Illman C, Mayerfeld C, Konkashbaev A, Liu C, Pluzhnikov A, Tikhomirov A, Edlund CK, Rauch SL, Moessner R, Falkai P, Maier W, Ruhrmann S, Grabe HJ, Lennertz L, Wagner M, Bellodi L, Cavallini MC, Richter MA, Cook EH, Kennedy JL, Rosenberg D, Stein DJ, Hemmings SMJ, Lochner C, Azzam A, Chavira DA, Fournier E, Garrido H, Sheppard B, Umaña P, Murphy DL, Wendland JR, Veenstra-VanderWeele J, Denys D, Blom R, Deforce D, Van Nieuwerburgh F, Westenberg HGM, Walitza S, Egberts K, Renner T, Miguel EC, Cappi C, Hounie AG, Conceição do Rosário M, Sampaio AS, Vallada H, Nicolini H, Lanzagorta N, Camarena B, Delorme R, Leboyer M, Pato CN, Pato MT, Voyiaziakis E, Heutink P, Cath DC, Posthuma D, Smit JH, Samuels J, Bienvenu OJ, Cullen B, Fyer AJ, Grados MA, Greenberg BD, McCracken JT, Riddle MA, Wang Y, Coric V, Leckman JF, Bloch M, Pittenger C, Eapen V, Black DW, Ophoff RA, Strengman E, Cusi D, Turiel M, Frau F, Macciardi F, Gibbs JR, Cookson MR, Singleton A, Hardy J, Crenshaw AT, Parkin MA, Mirel DB, Conti DV, Purcell S, Nestadt G, Hanna GL, Jenike MA, Knowles JA, Cox N, Pauls DL, Pauls DL. Genome-wide association study of obsessive-compulsive disorder. Mol Psychiatry 2013; 18:788-98. [PMID: 22889921 PMCID: PMC4218751 DOI: 10.1038/mp.2012.85] [Citation(s) in RCA: 214] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Revised: 05/03/2012] [Accepted: 05/07/2012] [Indexed: 02/07/2023]
Abstract
Obsessive-compulsive disorder (OCD) is a common, debilitating neuropsychiatric illness with complex genetic etiology. The International OCD Foundation Genetics Collaborative (IOCDF-GC) is a multi-national collaboration established to discover the genetic variation predisposing to OCD. A set of individuals affected with DSM-IV OCD, a subset of their parents, and unselected controls, were genotyped with several different Illumina SNP microarrays. After extensive data cleaning, 1465 cases, 5557 ancestry-matched controls and 400 complete trios remained, with a common set of 469,410 autosomal and 9657 X-chromosome single nucleotide polymorphisms (SNPs). Ancestry-stratified case-control association analyses were conducted for three genetically-defined subpopulations and combined in two meta-analyses, with and without the trio-based analysis. In the case-control analysis, the lowest two P-values were located within DLGAP1 (P=2.49 × 10(-6) and P=3.44 × 10(-6)), a member of the neuronal postsynaptic density complex. In the trio analysis, rs6131295, near BTBD3, exceeded the genome-wide significance threshold with a P-value=3.84 × 10(-8). However, when trios were meta-analyzed with the case-control samples, the P-value for this variant was 3.62 × 10(-5), losing genome-wide significance. Although no SNPs were identified to be associated with OCD at a genome-wide significant level in the combined trio-case-control sample, a significant enrichment of methylation QTLs (P<0.001) and frontal lobe expression quantitative trait loci (eQTLs) (P=0.001) was observed within the top-ranked SNPs (P<0.01) from the trio-case-control analysis, suggesting these top signals may have a broad role in gene expression in the brain, and possibly in the etiology of OCD.
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Affiliation(s)
- S Evelyn Stewart
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,British Columbia Mental Health and Addictions Research Institute, University
of British Columbia, Vancouver, BC, Canada
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,Department of Neurology, Massachusetts General Hospital, Boston,
Massachusetts, USA,Department of Neurology, Brigham and Women's Hospital, Boston,
Massachusetts,, USA,Program in Medical and Population Genetics, Broad Institute of Harvard and
MIT, Cambridge MA
| | - Benjamin M Neale
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Analytic and Translational Genetics Unit, Massachusetts General Hospital,
Boston Massachusetts, USA,Program in Medical and Population Genetics, Broad Institute of Harvard and
MIT, Cambridge MA
| | - Jesen A Fagerness
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Carol A Mathews
- Department of Psychiatry, University of California, San Francisco, USA
| | - Paul D Arnold
- Program in Genetics and Genome Biology, The Hospital for Sick Children,
Toronto, Ontario, Canada,Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada
| | - Patrick D Evans
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Eric R Gamazon
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Lauren McGrath
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Stephen Haddad
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Jacquelyn Crane
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Dianne Hezel
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Cornelia Illman
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Catherine Mayerfeld
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Anuar Konkashbaev
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Chunyu Liu
- Department of Psychiatry, University of Chicago, Chicago, IL, USA
| | - Anna Pluzhnikov
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Anna Tikhomirov
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Christopher K Edlund
- Department of Preventative Medicine, Division of Biostatistics, Keck School
of Medicine, Zilkha Neurogenetic Institute, University of Southern California, Los Angeles,
California, USA,Epigenome Center, Keck School of Medicine, University of Southern
California, Los Angeles, California, USA
| | - Scott L Rauch
- Partners Psychiatry and McLean Hospital, Boston, Massachusetts, USA
| | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University of
Göttingen, Göttingen, Germany
| | - Wolfgang Maier
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne,
Germany
| | - Hans-Jörgen Grabe
- Department of Psychiatry and Psychotherapy, Helios-Hospital Stralsund,
University Medicine Greifswald, Greifswald, Germany
| | - Leonard Lennertz
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Laura Bellodi
- Psychiatry Universita Vita-Salute San Raffaele, Milano Italy
| | | | - Margaret A Richter
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada,Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto,
Ontario
| | - Edwin H Cook
- Institute for Juvenile Research, Department of Psychiatry, University of
Illinois at Chicago, USA
| | - James L Kennedy
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada,Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - David Rosenberg
- Child Psychiatry and Psychology, Wayne State University, Detroit, Michigan,
USA,Children's Hospital of Michigan, Detroit, Michigan, USA
| | - Dan J Stein
- University of Cape Town, Cape Town, South Africa
| | | | | | - Amin Azzam
- Department of Psychiatry, University of California, San Francisco, USA
| | - Denise A Chavira
- Department of Psychiatry, University of California, San Diego, La Jolla,
California, USA
| | | | | | - Brooke Sheppard
- Department of Psychiatry, University of California, San Francisco, USA
| | - Paul Umaña
- Hospital Nacional de Niños, San José, Costa Rica
| | - Dennis L Murphy
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda,
MD, USA
| | - Jens R Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda,
MD, USA,CNS Clinical Biomarker Group, Pharma Research and Early Development, F.
Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Jeremy Veenstra-VanderWeele
- Departments of Psychiatry, Pediatrics, and Pharmacology, Kennedy Center for
Research on Human Development, and Brain Institute, Vanderbilt University, Nashville,
Tennessee, USA
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center and Netherlands Institute
for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences
(NIN-KNAW), Amsterdam, The Netherlands
| | - Rianne Blom
- Department of Psychiatry, Academic Medical Center and Netherlands Institute
for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences
(NIN-KNAW), Amsterdam, The Netherlands
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent,
Belgium
| | | | - Herman GM Westenberg
- Department of Psychiatry, Academic Medical Center and Netherlands Institute
for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences
(NIN-KNAW), Amsterdam, The Netherlands
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry, University of Zurich,
Switzerland
| | - Karin Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and
Psychotherapy, University of Würzburg, Germany
| | - Tobias Renner
- Department of Child and Adolescent Psychiatry, Psychosomatics and
Psychotherapy, University of Würzburg, Germany
| | | | - Carolina Cappi
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil
| | - Ana G Hounie
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil
| | | | - Aline S Sampaio
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil,University Health Care Services - SMURB, Federal University of Bahia,
Salvador, State of Bahia, Brazil
| | - Homero Vallada
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil
| | - Humberto Nicolini
- Centre for Genomic Sciences, University of Mexico City, Mexico,Carracci Medical Group, Mexico City, Mexico
| | | | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramón de la Fuente
Muñiz, Depto. de Genética Psiquiátrica, México, D. F.,
México
| | - Richard Delorme
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent
Psychiatry, Paris, France, INSERM U955,Institut Mondor de Recherche Biomédicale, Psychiatric Genetics,
Créteil, F 94000, France, Foundation Fondamental, French National Science
Foundation, France
| | - Marion Leboyer
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent
Psychiatry, Paris, France, INSERM U955,Institut Mondor de Recherche Biomédicale, Psychiatric Genetics,
Créteil, F 94000, France, Foundation Fondamental, French National Science
Foundation, France
| | - Carlos N Pato
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Michele T Pato
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Emanuel Voyiaziakis
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Peter Heutink
- Section of Medical Genomics, Department of Clinical Genetics, VU University
Medical Center Amsterdam, The Netherlands
| | - Danielle C Cath
- Department of Psychiatry, VU University Medical Center and Department of
Clinical and Health Psychology, Utrecht University, Utrecht, The Netherlands,Department of Psychiatry, EMGO Institute, VU University Medical Center,
Utrecht, The Netherlands
| | - Danielle Posthuma
- Section of Medical Genomics, Department of Clinical Genetics, VU University
Medical Center Amsterdam, The Netherlands
| | - Jan H Smit
- Department of Psychiatry, EMGO Institute, VU University Medical Center,
Utrecht, The Netherlands
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - O Joseph Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Bernadette Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Abby J Fyer
- Department of Psychiatry, College of Physicians and Surgeons at Columbia
University, New York City, New York, USA,New York State Psychiatric Institute, New York City, New York, USA
| | - Marco A Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Benjamin D Greenberg
- Department of Psychiatry and Human Behavior, Brown Medical School, Butler
Hospital, Providence, Rhode Island, USA
| | - James T McCracken
- Department of Psychiatry and Biobehavioral Sciences, University of
California, Los Angeles, School of Medicine, California, USA
| | - Mark A Riddle
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Ying Wang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Vladimir Coric
- Child Study Centre and Department of Psychiatry, Yale University, New
Haven, Connecticut, USA
| | - James F Leckman
- Child Study Centre, Pediatrics and Psychology, Yale University, New Haven,
Connecticut, USA
| | - Michael Bloch
- Child Study Centre and Department of Psychiatry, Yale University, New
Haven, Connecticut, USA
| | - Christopher Pittenger
- Child Study Centre and Department of Psychiatry, Yale University, New
Haven, Connecticut, USA
| | - Valsamma Eapen
- Infant, Child and Adolescent Psychiatry, University of New South Wales,
Academic Unit of Child Psychiatry, Sydney, Australia
| | - Donald W Black
- University of Iowa, Roy J. and Lucille A. Carver College of Medicine, Iowa
City, Iowa, USA
| | - Roel A Ophoff
- UCLA Center for Neurobehavioral Genetics, Los Angeles, California, USA and
University Medical Center Utrecht, Utrecht, The Netherlands
| | - Eric Strengman
- UCLA Center for Neurobehavioral Genetics, Los Angeles, California, USA and
University Medical Center Utrecht, Utrecht, The Netherlands
| | - Daniele Cusi
- Department of Medicine, Surgery and Dentistry, Graduate School of
Nephrology, University of Milano, Italy,Division of Nephrology, San Paolo Hospital, Milano, Italy
| | - Maurizio Turiel
- Department of Health Technologies, University of Milano, Italy
| | - Francesca Frau
- Department of Medicine, Surgery and Dentistry, Graduate School of
Nephrology, University of Milano, Italy,Filarete Foundation, Milano, Italy
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, School of Medicine, University
of California Irvine (UCI), California, USA
| | - J Raphael Gibbs
- Laboratory of Neurogenetics, National Institute on Aging, National
Institutes of Health, Bethesda, Maryland, USA
| | - Mark R Cookson
- Laboratory of Neurogenetics, National Institute on Aging, National
Institutes of Health, Bethesda, Maryland, USA
| | - Andrew Singleton
- Laboratory of Neurogenetics, National Institute on Aging, National
Institutes of Health, Bethesda, Maryland, USA
| | | | - John Hardy
- Department of Molecular Neuroscience, University College of London,
Institute of Neurology, Queen Square, London, UK
| | | | | | | | | | - David V Conti
- Department of Preventative Medicine, Division of Biostatistics, Keck School
of Medicine, Zilkha Neurogenetic Institute, University of Southern California, Los Angeles,
California, USA,Epigenome Center, Keck School of Medicine, University of Southern
California, Los Angeles, California, USA
| | - Shaun Purcell
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,Department of Neurology, Brigham and Women's Hospital, Boston,
Massachusetts,, USA,The Broad Institute of Harvard-MIT, Cambridge, MA, USA
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Gregory L Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Michael A Jenike
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - James A Knowles
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Nancy Cox
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - David L Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,Corresponding Authors: Dr. S. Evelyn Stewart, Department of
Psychiatry, University of British Columbia, Vancouver, BC, Canada, V5Z 4H4, Tel: (604)
875-2000 ext. 4725; Fax: (604) 875-3871; ; Dr. David
L. Pauls, Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Massachusetts General Hospital, Boston, MA 02114. Tel: (617) 726-0793; Fax:
(617) 726-0830;
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Stewart SE, Mayerfeld C, Arnold PD, Crane JR, O'Dushlaine C, Fagerness JA, Yu D, Scharf JM, Chan E, Kassam F, Moya PR, Wendland JR, Delorme R, Richter MA, Kennedy JL, Veenstra-VanderWeele J, Samuels J, Greenberg BD, McCracken JT, Knowles JA, Fyer AJ, Rauch SL, Riddle MA, Grados MA, Bienvenu OJ, Cullen B, Wang Y, Shugart YY, Piacentini J, Rasmussen S, Nestadt G, Murphy DL, Jenike MA, Cook EH, Pauls DL, Hanna GL, Mathews CA. Meta-analysis of association between obsessive-compulsive disorder and the 3' region of neuronal glutamate transporter gene SLC1A1. Am J Med Genet B Neuropsychiatr Genet 2013; 162B:367-79. [PMID: 23606572 DOI: 10.1002/ajmg.b.32137] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2012] [Accepted: 01/15/2013] [Indexed: 12/12/2022]
Abstract
The neuronal glutamate transporter gene SLC1A1 is a candidate gene for obsessive-compulsive disorder (OCD) based on linkage studies and convergent evidence implicating glutamate in OCD etiology. The 3' end of SLC1A1 is the only genomic region with consistently demonstrated OCD association, especially when analyzing male-only probands. However, specific allele associations have not been consistently replicated, and recent OCD genome-wide association and meta-analysis studies have not incorporated all previously associated SLC1A1 SNPs. To clarify the nature of association between SLC1A1 and OCD, pooled analysis was performed on all available relevant raw study data, comprising a final sample of 815 trios, 306 cases and 634 controls. This revealed weak association between OCD and one of nine tested SLC1A1 polymorphisms (rs301443; uncorrected P = 0.046; non-significant corrected P). Secondary analyses of male-affecteds only (N = 358 trios and 133 cases) demonstrated modest association between OCD and a different SNP (rs12682807; uncorrected P = 0.012; non-significant corrected P). Findings of this meta-analysis are consistent with the trend of previous candidate gene studies in psychiatry and do not clarify the putative role of SLC1A1 in OCD pathophysiology. Nonetheless, it may be important to further examine the potential associations demonstrated in this amalgamated sample, especially since the SNPs with modest associations were not included in the more highly powered recent GWAS or in a past meta-analysis including five SLC1A1 polymorphisms. This study underscores the need for much larger sample sizes in future genetic association studies and suggests that next-generation sequencing may be beneficial in examining the potential role of rare variants in OCD.
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Affiliation(s)
- S E Stewart
- McLean Hospital, Belmont, Massachusetts, USA.
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