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Maillard AM, Romascano D, Villalón-Reina JE, Moreau CA, Almeida Osório JM, Richetin S, Junod V, Yu P, Misic B, Thompson PM, Fornari E, Gygax MJ, Jacquemont S, Chabane N, Rodríguez-Herreros B. Pervasive alterations of intra-axonal volume and network organization in young children with a 16p11.2 deletion. Transl Psychiatry 2024; 14:95. [PMID: 38355713 PMCID: PMC10866898 DOI: 10.1038/s41398-024-02810-5] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 12/04/2023] [Accepted: 01/29/2024] [Indexed: 02/16/2024] Open
Abstract
Reciprocal Copy Number Variants (CNVs) at the 16p11.2 locus confer high risk for autism spectrum disorder (ASD) and other neurodevelopmental disorders (NDDs). Morphometric MRI studies have revealed large and pervasive volumetric alterations in carriers of a 16p11.2 deletion. However, the specific neuroanatomical mechanisms underlying such alterations, as well as their developmental trajectory, are still poorly understood. Here we explored differences in microstructural brain connectivity between 24 children carrying a 16p11.2 deletion and 66 typically developing (TD) children between 2 and 8 years of age. We found a large pervasive increase of intra-axonal volume widespread over a high number of white matter tracts. Such microstructural alterations in 16p11.2 deletion children were already present at an early age, and led to significant changes in the global efficiency and integration of brain networks mainly associated to language, motricity and socio-emotional behavior, although the widespread pattern made it unlikely to represent direct functional correlates. Our results shed light on the neuroanatomical basis of the previously reported increase of white matter volume, and align well with analogous evidence of altered axonal diameter and synaptic function in 16p11.2 mice models. We provide evidence of a prevalent mechanistic deviation from typical maturation of brain structural connectivity associated with a specific biological risk to develop ASD. Future work is warranted to determine how this deviation contributes to the emergence of symptoms observed in young children diagnosed with ASD and other NDDs.
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Affiliation(s)
- Anne M Maillard
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - David Romascano
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Julio E Villalón-Reina
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California (USC), Marina del Rey, CA, USA
| | - Clara A Moreau
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California (USC), Marina del Rey, CA, USA
| | - Joana M Almeida Osório
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Sonia Richetin
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Vincent Junod
- Unité de Neurologie et neuroréhabilitation pédiatrique, Département femme-mère-enfant, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Paola Yu
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Bratislav Misic
- Department of Neurology and Neurosurgery, Montréal Neurological Institute, Montréal, QC, H3A 2B4, Canada
- McConnell Brain Imaging Center, McGill University, Montréal, QC, H3A 2B4, Canada
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California (USC), Marina del Rey, CA, USA
| | - Eleonora Fornari
- Biomedical Imaging Center (CIBM), Department of Radiology, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Marine Jequier Gygax
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Sébastien Jacquemont
- Sainte Justine Hospital Research Center, Montréal, QC, Canada
- Department of Pediatrics, University of Montréal, Montreal, QC, Canada
| | - Nadia Chabane
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Borja Rodríguez-Herreros
- Service des Troubles du Spectre de l'Autisme et apparentés, Département de psychiatrie, Lausanne University Hospital (CHUV), Lausanne, Switzerland.
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2
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Kumar K, Modenato C, Moreau C, Ching CRK, Harvey A, Martin-Brevet S, Huguet G, Jean-Louis M, Douard E, Martin CO, Younis N, Tamer P, Maillard AM, Rodriguez-Herreros B, Pain A, Richetin S, Kushan L, Isaev D, Alpert K, Ragothaman A, Turner JA, Wang L, Ho TC, Schmaal L, Silva AI, van den Bree MB, Linden DE, Owen MJ, Hall J, Lippé S, Dumas G, Draganski B, Gutman BA, Sønderby IE, Andreassen OA, Schultz L, Almasy L, Glahn DC, Bearden CE, Thompson PM, Jacquemont S. Subcortical Brain Alterations in Carriers of Genomic Copy Number Variants. Am J Psychiatry 2023; 180:685-698. [PMID: 37434504 PMCID: PMC10885337 DOI: 10.1176/appi.ajp.20220304] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/13/2023]
Abstract
OBJECTIVE Copy number variants (CNVs) are well-known genetic pleiotropic risk factors for multiple neurodevelopmental and psychiatric disorders (NPDs), including autism (ASD) and schizophrenia. Little is known about how different CNVs conferring risk for the same condition may affect subcortical brain structures and how these alterations relate to the level of disease risk conferred by CNVs. To fill this gap, the authors investigated gross volume, vertex-level thickness, and surface maps of subcortical structures in 11 CNVs and six NPDs. METHODS Subcortical structures were characterized using harmonized ENIGMA protocols in 675 CNV carriers (CNVs at 1q21.1, TAR, 13q12.12, 15q11.2, 16p11.2, 16p13.11, and 22q11.2; age range, 6-80 years; 340 males) and 782 control subjects (age range, 6-80 years; 387 males) as well as ENIGMA summary statistics for ASD, schizophrenia, attention deficit hyperactivity disorder, obsessive-compulsive disorder, bipolar disorder, and major depression. RESULTS All CNVs showed alterations in at least one subcortical measure. Each structure was affected by at least two CNVs, and the hippocampus and amygdala were affected by five. Shape analyses detected subregional alterations that were averaged out in volume analyses. A common latent dimension was identified, characterized by opposing effects on the hippocampus/amygdala and putamen/pallidum, across CNVs and across NPDs. Effect sizes of CNVs on subcortical volume, thickness, and local surface area were correlated with their previously reported effect sizes on cognition and risk for ASD and schizophrenia. CONCLUSIONS The findings demonstrate that subcortical alterations associated with CNVs show varying levels of similarities with those associated with neuropsychiatric conditions, as well distinct effects, with some CNVs clustering with adult-onset conditions and others with ASD. These findings provide insight into the long-standing questions of why CNVs at different genomic loci increase the risk for the same NPD and why a single CNV increases the risk for a diverse set of NPDs.
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Affiliation(s)
- Kuldeep Kumar
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Claudia Modenato
- LREN - Department of clinical neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Clara Moreau
- Institut Pasteur, Université de Paris, CNRS UMR 3571, Human Genetics and Cognitive Functions, 25 rue du Dr. Roux, Paris, France
| | - Christopher R. K. Ching
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, California, USA
| | - Annabelle Harvey
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Sandra Martin-Brevet
- LREN - Department of clinical neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Guillaume Huguet
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | | | - Elise Douard
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | | | - Nadine Younis
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Petra Tamer
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Anne M. Maillard
- Service des Troubles du Spectre de l’Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Borja Rodriguez-Herreros
- Service des Troubles du Spectre de l’Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Aurélie Pain
- Service des Troubles du Spectre de l’Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Sonia Richetin
- Service des Troubles du Spectre de l’Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | | | - Leila Kushan
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, USA
| | - Dmitry Isaev
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Kathryn Alpert
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anjani Ragothaman
- Department of biomedical engineering, Oregon Health and Science university, Portland, Oregon, USA
| | - Jessica A. Turner
- Psychology & Neuroscience, Georgia State University, Atlanta, Georgia, USA
| | - Lei Wang
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Health, Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Tiffany C. Ho
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, USA
- Department of Psychology, Stanford University, Stanford, CA USA
| | - Lianne Schmaal
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, Australia
| | - Ana I. Silva
- School for Mental Health and Neuroscience, Maastricht University, Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Marianne B.M. van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom
| | - David E.J. Linden
- School for Mental Health and Neuroscience, Maastricht University, Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom
| | - Michael J. Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom
| | - Sarah Lippé
- LREN - Department of clinical neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Guillaume Dumas
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Bogdan Draganski
- LREN - Department of clinical neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
- Neurology Department, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Boris A. Gutman
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
| | - Ida E. Sønderby
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and University of Oslo, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Ole A. Andreassen
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and University of Oslo, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Laura Schultz
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, PA, USA
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, PA, USA
| | - Laura Almasy
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, PA, USA
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, PA, USA
- Department of Genetics, University of Pennsylvania, PA, USA
| | - David C. Glahn
- Harvard Medical School, Department of Psychiatry, 25 Shattuck St, Boston, MA 02115, USA
- Boston Children’s Hospital, Tommy Fuss Center for Neuropsychiatric Disease Research, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Carrie E. Bearden
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, USA
| | - Paul M. Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, California, USA
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Kopal J, Kumar K, Saltoun K, Modenato C, Moreau CA, Martin-Brevet S, Huguet G, Jean-Louis M, Martin CO, Saci Z, Younis N, Tamer P, Douard E, Maillard AM, Rodriguez-Herreros B, Pain A, Richetin S, Kushan L, Silva AI, van den Bree MBM, Linden DEJ, Owen MJ, Hall J, Lippé S, Draganski B, Sønderby IE, Andreassen OA, Glahn DC, Thompson PM, Bearden CE, Jacquemont S, Bzdok D. Rare CNVs and phenome-wide profiling highlight brain structural divergence and phenotypical convergence. Nat Hum Behav 2023; 7:1001-1017. [PMID: 36864136 PMCID: PMC7615290 DOI: 10.1038/s41562-023-01541-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 01/30/2023] [Indexed: 03/04/2023]
Abstract
Copy number variations (CNVs) are rare genomic deletions and duplications that can affect brain and behaviour. Previous reports of CNV pleiotropy imply that they converge on shared mechanisms at some level of pathway cascades, from genes to large-scale neural circuits to the phenome. However, existing studies have primarily examined single CNV loci in small clinical cohorts. It remains unknown, for example, how distinct CNVs escalate vulnerability for the same developmental and psychiatric disorders. Here we quantitatively dissect the associations between brain organization and behavioural differentiation across 8 key CNVs. In 534 CNV carriers, we explored CNV-specific brain morphology patterns. CNVs were characteristic of disparate morphological changes involving multiple large-scale networks. We extensively annotated these CNV-associated patterns with ~1,000 lifestyle indicators through the UK Biobank resource. The resulting phenotypic profiles largely overlap and have body-wide implications, including the cardiovascular, endocrine, skeletal and nervous systems. Our population-level investigation established brain structural divergences and phenotypical convergences of CNVs, with direct relevance to major brain disorders.
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Affiliation(s)
- Jakub Kopal
- Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
- Mila - Quebec Artificial Intelligence Institute, Montréal, Quebec, Canada
| | - Kuldeep Kumar
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Karin Saltoun
- Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
- Mila - Quebec Artificial Intelligence Institute, Montréal, Quebec, Canada
| | - Claudia Modenato
- LREN - Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Clara A Moreau
- Human Genetics and Cognitive Functions, CNRS UMR 3571: Genes, Synapses and Cognition, Institut Pasteur, Paris, France
| | - Sandra Martin-Brevet
- LREN - Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Guillaume Huguet
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Martineau Jean-Louis
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Charles-Olivier Martin
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Zohra Saci
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Nadine Younis
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Petra Tamer
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Elise Douard
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Anne M Maillard
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Borja Rodriguez-Herreros
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Aurèlie Pain
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Sonia Richetin
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Leila Kushan
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, CA, USA
| | - Ana I Silva
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - David E J Linden
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Sarah Lippé
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Bogdan Draganski
- LREN - Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Neurology Department, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Ida E Sønderby
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and University of Oslo, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Ole A Andreassen
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and University of Oslo, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - David C Glahn
- Department of Psychiatry, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
| | - Paul M Thompson
- Imaging Genetics Center, Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, Los Angeles, CA, USA
| | - Carrie E Bearden
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, CA, USA
| | - Sébastien Jacquemont
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Quebec, Canada
| | - Danilo Bzdok
- Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.
- Mila - Quebec Artificial Intelligence Institute, Montréal, Quebec, Canada.
- TheNeuro - Montreal Neurological Institute (MNI), McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.
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4
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Kumar K, Modenato C, Moreau C, Ching CRK, Harvey A, Martin-Brevet S, Huguet G, Jean-Louis M, Douard E, Martin CO, Younis N, Tamer P, Maillard AM, Rodriguez-Herreros B, Pain A, Richetin S, Kushan L, Isaev D, Alpert K, Ragothaman A, Turner JA, Wang L, Ho TC, Schmaal L, Silva AI, van den Bree MBM, Linden DEJ, Owen MJ, Hall J, Lippé S, Dumas G, Draganski B, Gutman BA, Sønderby IE, Andreassen OA, Schultz L, Almasy L, Glahn DC, Bearden CE, Thompson PM, Jacquemont S. Subcortical brain alterations in carriers of genomic copy number variants. medRxiv 2023:2023.02.14.23285913. [PMID: 36865328 PMCID: PMC9980268 DOI: 10.1101/2023.02.14.23285913] [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: 02/24/2023]
Abstract
Objectives Copy number variants (CNVs) are well-known genetic pleiotropic risk factors for multiple neurodevelopmental and psychiatric disorders (NPDs) including autism (ASD) and schizophrenia (SZ). Overall, little is known about how different CNVs conferring risk for the same condition may affect subcortical brain structures and how these alterations relate to the level of disease risk conferred by CNVs. To fill this gap, we investigated gross volume, and vertex level thickness and surface maps of subcortical structures in 11 different CNVs and 6 different NPDs. Methods Subcortical structures were characterized using harmonized ENIGMA protocols in 675 CNV carriers (at the following loci: 1q21.1, TAR, 13q12.12, 15q11.2, 16p11.2, 16p13.11, and 22q11.2) and 782 controls (Male/Female: 727/730; age-range: 6-80 years) as well as ENIGMA summary-statistics for ASD, SZ, ADHD, Obsessive-Compulsive-Disorder, Bipolar-Disorder, and Major-Depression. Results Nine of the 11 CNVs affected volume of at least one subcortical structure. The hippocampus and amygdala were affected by five CNVs. Effect sizes of CNVs on subcortical volume, thickness and local surface area were correlated with their previously reported effect sizes on cognition and risk for ASD and SZ. Shape analyses were able to identify subregional alterations that were averaged out in volume analyses. We identified a common latent dimension - characterized by opposing effects on basal ganglia and limbic structures - across CNVs and across NPDs. Conclusion Our findings demonstrate that subcortical alterations associated with CNVs show varying levels of similarities with those associated with neuropsychiatric conditions. We also observed distinct effects with some CNVs clustering with adult conditions while others clustered with ASD. This large cross-CNV and NPDs analysis provide insight into the long-standing questions of why CNVs at different genomic loci increase the risk for the same NPD, as well as why a single CNV increases the risk for a diverse set of NPDs.
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Affiliation(s)
- Kuldeep Kumar
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Claudia Modenato
- LREN - Department of clinical neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Clara Moreau
- Institut Pasteur, Université de Paris, CNRS UMR 3571, Human Genetics and Cognitive Functions, 25 rue du Dr. Roux, Paris, France
| | - Christopher R K Ching
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, California, USA
| | - Annabelle Harvey
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Sandra Martin-Brevet
- LREN - Department of clinical neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Guillaume Huguet
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | | | - Elise Douard
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | | | - Nadine Younis
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Petra Tamer
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Anne M Maillard
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Borja Rodriguez-Herreros
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Aurélie Pain
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Sonia Richetin
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
| | - Leila Kushan
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, USA
| | - Dmitry Isaev
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Kathryn Alpert
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anjani Ragothaman
- Department of biomedical engineering, Oregon Health and Science university, Portland, Oregon, USA
| | - Jessica A Turner
- Psychology & Neuroscience, Georgia State University, Atlanta, Georgia, USA
| | - Lei Wang
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Health, Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Tiffany C Ho
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, USA
- Department of Psychology, Stanford University, Stanford, CA USA
| | - Lianne Schmaal
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, Australia
| | - Ana I Silva
- School for Mental Health and Neuroscience, Maastricht University, Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom
| | - David E J Linden
- School for Mental Health and Neuroscience, Maastricht University, Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom
| | - Sarah Lippé
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Guillaume Dumas
- Centre de recherche CHU Sainte-Justine and University of Montréal, Canada
| | - Bogdan Draganski
- LREN - Department of clinical neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Switzerland
- Neurology Department, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Boris A Gutman
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois, USA
| | - Ida E Sønderby
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and University of Oslo, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Ole A Andreassen
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and University of Oslo, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Laura Schultz
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, PA, USA
- Lifespan Brain Institute of Children's Hospital of Philadelphia and Penn Medicine, PA, USA
| | - Laura Almasy
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, PA, USA
- Lifespan Brain Institute of Children's Hospital of Philadelphia and Penn Medicine, PA, USA
- Department of Genetics, University of Pennsylvania, PA, USA
| | - David C Glahn
- Harvard Medical School, Department of Psychiatry, 25 Shattuck St, Boston, MA 02115, USA
- Boston Children's Hospital, Tommy Fuss Center for Neuropsychiatric Disease Research, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Carrie E Bearden
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, USA
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, California, USA
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5
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White LK, Crowley TB, Finucane B, McClellan EJ, Donoghue S, Garcia-Minaur S, Repetto GM, Fischer M, Jacquemont S, Gur RE, Maillard AM, Donald KA, Bassett AS, Swillen A, McDonald-McGinn DM. Gathering the Stakeholder's Perspective: Experiences and Opportunities in Rare Genetic Disease Research. Genes (Basel) 2023; 14:169. [PMID: 36672911 PMCID: PMC9859499 DOI: 10.3390/genes14010169] [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] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 12/22/2022] [Accepted: 01/03/2023] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Research participant feedback is rarely collected; therefore, investigators have limited understanding regarding stakeholders' (affected individuals/caregivers) motivation to participate. Members of the Genes to Mental Health Network (G2MH) surveyed stakeholders affected by copy number variants (CNVs) regarding perceived incentives for study participation, opinions concerning research priorities, and the necessity for future funding. Respondents were also asked about feelings of preparedness, research burden, and satisfaction with research study participation. METHODS Modified validated surveys were used to assess stakeholders´ views across three domains: (1) Research Study Enrollment, Retainment, Withdrawal, and Future Participation; (2) Overall Research Experience, Burden, and Preparedness; (3) Research Priorities and Obstacles. Top box score analyses were performed. RESULTS A total of 704 stakeholders´ responded from 29 countries representing 55 CNVs. The top reasons for initial participation in the research included reasons related to education and altruism. The top reasons for leaving a research study included treatment risks and side effects. The importance of sharing research findings and laboratory results with stakeholders was underscored by participants. Most stakeholders reported positive research experiences. CONCLUSIONS This study provides important insight into how individuals and families affected with a rare CNV feel toward research participation and their overall experience in rare disease research. There are clear targets for areas of improvement for study teams, although many stakeholders reported positive research experiences. Key findings from this international survey may help advance collaborative research and improve the experience of participants, investigators, and other stakeholders moving forward.
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Affiliation(s)
- Lauren K. White
- Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | | | - Emily J. McClellan
- Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Sarah Donoghue
- Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Sixto Garcia-Minaur
- Institute of Medical and Molecular Genetics (INGEMM), La Paz University Hospital, 28046 Madrid, Spain
| | | | - Matthias Fischer
- Clinic and Policlinic for Psychiatry and Psychotherapy, University of Rostock, 18147 Rostock, Germany
- Sigma-Zentrum, 79713 Bad Säckingen, Germany
| | - Sebastien Jacquemont
- Sainte Justine Research Center, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Raquel E. Gur
- Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | - Kirsten A. Donald
- Department of Paediatrics and Child Health, Red Cross War Memorial Children’s Hospital, Rondebosch, Cape Town 7700, South Africa
- Neuroscience Institute, University of Cape Town, Cape Town 7935, South Africa
| | - Anne S. Bassett
- The Dalglish Family 22q Clinic, University Health Network, Toronto, ON M5G 2C4, Canada
- Clinical Genetics Research Program and Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, and Department of Psychiatry, University of Toronto, Toronto, ON M5S 2S1, Canada
- Division of Cardiology, Department of Medicine, and Centre for Mental Health, and Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2N2, Canada
| | - Ann Swillen
- Center for Human Genetics, University Hospital UZ Leuven, and Department of Human Genetics, KU Leuven, 3000 Leuven, Belgium
| | - Donna M. McDonald-McGinn
- Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Human Biology and Medical Genetics, Sapienza University, 00185 Roma, Italy
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6
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White LK, Crowley TB, Finucane B, Garcia-Minaur S, Repetto GM, van den Bree M, Fischer M, Jacquemont S, Barzilay R, Maillard AM, Donald KA, Gur RE, Bassett AS, Swillen A, McDonald-McGinn DM. The COVID-19 pandemic's impact on worry and medical disruptions reported by individuals with chromosome 22q11.2 copy number variants and their caregivers. J Intellect Disabil Res 2022; 66:313-322. [PMID: 35191118 PMCID: PMC9725107 DOI: 10.1111/jir.12918] [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] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 01/04/2022] [Accepted: 01/09/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND The world has suffered immeasurably during the COVID-19 pandemic. Increased distress and mental and medical health concerns are collateral consequences to the disease itself. The Genes to Mental Health (G2MH) Network consortium sought to understand how individuals affected by the rare copy number variations of 22q11.2 deletion and duplication syndrome, associated with neurodevelopmental/neuropsychiatric conditions, were coping. The article focuses on worry and disruptions in medical care caused by the pandemic. METHODS The University of Pennsylvania COVID-19 Stressor List and care disruption questions were circulated by 22 advocacy groups in English and 11 other languages. RESULTS A total of 512 people from 23 countries completed the survey; most were caregivers of affected individuals. Worry about family members acquiring COVID-19 had the highest average endorsed worry, whilst currently having COVID-19 had the lowest rated worry. Total COVID-19 worries were higher in individuals completing the survey towards the end of the study (later pandemic wave); 36% (n = 186) of the sample reported a significant effect on health due to care interruption during the pandemic; 44% of individuals (n = 111) receiving care for their genetic syndrome in a hospital setting reported delaying appointments due to COVID-19 fears; 12% (n = 59) of the sample reported disruptions to treatments; and of those reporting no current disruptions, 59% (n = 269) worried about future disruptions if the pandemic continued. Higher levels of care disruptions were related to higher COVID-19 worries (Ps < 0.005). Minimal differences by respondent type or copy number variation type emerged. CONCLUSIONS Widespread medical care disruptions and pandemic-related worries were reported by individuals with 22q11.2 syndrome and their family members. Reported worries were broadly consistent with research results from prior reports in the general population. The long-term effects of COVID-19 worries, interruptions to care and hospital avoidance require further study.
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Affiliation(s)
- L K White
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - T B Crowley
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - B Finucane
- Geisinger Autism & Developmental Medicine Institute, Geisinger Health System, Lewisburg, PA, USA
| | - S Garcia-Minaur
- Instituto de Genética Médica y Molecular, Hospital Universitario La Paz, Madrid, Spain
| | - G M Repetto
- Center for Genetics and Genomics, Facultad de Medicina Clínica Alemana - Universidad del Desarrollo, Santiago, Chile
| | - M van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - M Fischer
- Clinic and Policlinic for Psychiatry and Psychotherapy, University of Rostock, Rostock, Germany
| | - S Jacquemont
- Sainte Justine Research Center, University of Montreal, Montreal, Canada
| | - R Barzilay
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - A M Maillard
- Service des Troubles du Spectre de l'Autisme (STSA), Lausanne University Hospital, Lausanne, Switzerland
| | - K A Donald
- Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa
| | - R E Gur
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - A S Bassett
- Centre for Addiction and Mental Health, University Health Network and Department of Psychiatry, University of Toronto, Toronto, Canada
| | - A Swillen
- Center for Human Genetics, University Hospital Leuven and Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - D M McDonald-McGinn
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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7
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Modenato C, Kumar K, Moreau C, Martin-Brevet S, Huguet G, Schramm C, Jean-Louis M, Martin CO, Younis N, Tamer P, Douard E, Thébault-Dagher F, Côté V, Charlebois AR, Deguire F, Maillard AM, Rodriguez-Herreros B, Pain A, Richetin S, Melie-Garcia L, Kushan L, Silva AI, van den Bree MBM, Linden DEJ, Owen MJ, Hall J, Lippé S, Chakravarty M, Bzdok D, Bearden CE, Draganski B, Jacquemont S. Effects of eight neuropsychiatric copy number variants on human brain structure. Transl Psychiatry 2021; 11:399. [PMID: 34285187 PMCID: PMC8292542 DOI: 10.1038/s41398-021-01490-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 06/03/2021] [Accepted: 06/16/2021] [Indexed: 02/07/2023] Open
Abstract
Many copy number variants (CNVs) confer risk for the same range of neurodevelopmental symptoms and psychiatric conditions including autism and schizophrenia. Yet, to date neuroimaging studies have typically been carried out one mutation at a time, showing that CNVs have large effects on brain anatomy. Here, we aimed to characterize and quantify the distinct brain morphometry effects and latent dimensions across 8 neuropsychiatric CNVs. We analyzed T1-weighted MRI data from clinically and non-clinically ascertained CNV carriers (deletion/duplication) at the 1q21.1 (n = 39/28), 16p11.2 (n = 87/78), 22q11.2 (n = 75/30), and 15q11.2 (n = 72/76) loci as well as 1296 non-carriers (controls). Case-control contrasts of all examined genomic loci demonstrated effects on brain anatomy, with deletions and duplications showing mirror effects at the global and regional levels. Although CNVs mainly showed distinct brain patterns, principal component analysis (PCA) loaded subsets of CNVs on two latent brain dimensions, which explained 32 and 29% of the variance of the 8 Cohen's d maps. The cingulate gyrus, insula, supplementary motor cortex, and cerebellum were identified by PCA and multi-view pattern learning as top regions contributing to latent dimension shared across subsets of CNVs. The large proportion of distinct CNV effects on brain morphology may explain the small neuroimaging effect sizes reported in polygenic psychiatric conditions. Nevertheless, latent gene brain morphology dimensions will help subgroup the rapidly expanding landscape of neuropsychiatric variants and dissect the heterogeneity of idiopathic conditions.
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Affiliation(s)
- Claudia Modenato
- LREN - Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Kuldeep Kumar
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | - Clara Moreau
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | - Sandra Martin-Brevet
- LREN - Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Guillaume Huguet
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | - Catherine Schramm
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | - Martineau Jean-Louis
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | | | - Nadine Younis
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | - Petra Tamer
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | - Elise Douard
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | | | - Valérie Côté
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | | | - Florence Deguire
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | - Anne M Maillard
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Borja Rodriguez-Herreros
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Aurèlie Pain
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Sonia Richetin
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Lester Melie-Garcia
- Applied Signal Processing Group (ASPG), Swiss Federal Institute Lausanne (EPFL), Lausanne, Switzerland
| | - Leila Kushan
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, USA
| | - Ana I Silva
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - David E J Linden
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - Sarah Lippé
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada
| | | | - Danilo Bzdok
- Department of Biomedical Engineering, McConnell Brain Imaging Centre; Montreal Neurological Institute, McGill University, Montréal, QC, Canada
- Mila - Quebec Artificial Intelligence Institute, Montréal, QC, Canada
| | - Carrie E Bearden
- Semel Institute for Neuroscience and Human Behavior, Departments of Psychiatry and Biobehavioral Sciences and Psychology, UCLA, Los Angeles, USA
| | - Bogdan Draganski
- LREN - Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Neurology Department, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Sébastien Jacquemont
- Centre de recherche CHU Sainte-Justine and University of Montréal, Montréal, Canada.
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8
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Linden SC, Watson CJ, Smith J, Chawner SJRA, Lancaster TM, Evans F, Williams N, Skuse D, Raymond FL, Hall J, Owen MJ, Linden DEJ, Green-Snyder L, Chung WK, Maillard AM, Jacquemont S, van den Bree MBM. Correction: The psychiatric phenotypes of 1q21 distal deletion and duplication. Transl Psychiatry 2021; 11:372. [PMID: 34226486 PMCID: PMC8257584 DOI: 10.1038/s41398-021-01296-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Stefanie C. Linden
- grid.5012.60000 0001 0481 6099Department of Health, Ethics and Society, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands ,grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Cameron J. Watson
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK ,grid.4868.20000 0001 2171 1133Preventive Neurology Unit, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK
| | - Jacqueline Smith
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Samuel J. R. A. Chawner
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Thomas M. Lancaster
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK ,grid.7340.00000 0001 2162 1699School of Psychology, University of Bath, Bath, UK
| | - Ffion Evans
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Nigel Williams
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - David Skuse
- grid.83440.3b0000000121901201Behavioural and Brain Sciences Unit Institute of Child Health, University College London, London, UK
| | - F. Lucy Raymond
- grid.5335.00000000121885934Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
| | - Jeremy Hall
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Michael J. Owen
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - David E. J. Linden
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK ,grid.5012.60000 0001 0481 6099Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Live Sciences, Maastricht University, Maastricht, The Netherlands
| | | | - Wendy K. Chung
- grid.21729.3f0000000419368729Departments of Pediatrics and Medicine, Columbia University, New York, NY USA
| | - Anne M. Maillard
- grid.9851.50000 0001 2165 4204Service des Troubles du Spectre de l’Autisme et apparentés, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Sébastien Jacquemont
- grid.8515.90000 0001 0423 4662Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Marianne B. M. van den Bree
- grid.5600.30000 0001 0807 5670Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
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9
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Jequier Gygax M, Maillard AM, Favre J. Could Gait Biomechanics Become a Marker of Atypical Neuronal Circuitry in Human Development?-The Example of Autism Spectrum Disorder. Front Bioeng Biotechnol 2021; 9:624522. [PMID: 33796508 PMCID: PMC8009281 DOI: 10.3389/fbioe.2021.624522] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 10/31/2020] [Accepted: 02/19/2021] [Indexed: 12/28/2022] Open
Abstract
This perspective paper presents converging recent knowledge in neurosciences (motor neurophysiology, neuroimaging and neuro cognition) and biomechanics to outline the relationships between maturing neuronal network, behavior, and gait in human development. Autism Spectrum Disorder (ASD) represents a particularly relevant neurodevelopmental disorder (NDD) to study these convergences, as an early life condition presenting with sensorimotor and social behavioral alterations. ASD diagnosis relies solely on behavioral criteria. The absence of biological marker in ASD is a main challenge, and hampers correlations between behavioral development and standardized data such as brain structure alterations, brain connectivity, or genetic profile. Gait, as a way to study motor system development, represents a well-studied, early life ability that can be characterized through standardized biomechanical analysis. Therefore, developmental gait biomechanics might appear as a possible motor phenotype and biomarker, solid enough to be correlated to neuronal network maturation, in normal and atypical developmental trajectories—like in ASD.
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Affiliation(s)
- Marine Jequier Gygax
- Service des Troubles du Spectre de l'Autisme, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Anne M Maillard
- Service des Troubles du Spectre de l'Autisme, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Julien Favre
- Swiss BioMotion Lab, Department of Musculoskeletal Medicine, Lausanne University Hospital and University of Lausanne (CHUV-UNIL), Lausanne, Switzerland
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10
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Turoman N, Tivadar RI, Retsa C, Maillard AM, Scerif G, Matusz PJ. The development of attentional control mechanisms in multisensory environments. Dev Cogn Neurosci 2021; 48:100930. [PMID: 33561691 PMCID: PMC7873372 DOI: 10.1016/j.dcn.2021.100930] [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] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 11/26/2020] [Accepted: 01/26/2021] [Indexed: 01/02/2023] Open
Abstract
Outside the laboratory, people need to pay attention to relevant objects that are typically multisensory, but it remains poorly understood how the underlying neurocognitive mechanisms develop. We investigated when adult-like mechanisms controlling one's attentional selection of visual and multisensory objects emerge across childhood. Five-, 7-, and 9-year-olds were compared with adults in their performance on a computer game-like multisensory spatial cueing task, while 129-channel EEG was simultaneously recorded. Markers of attentional control were behavioural spatial cueing effects and the N2pc ERP component (analysed traditionally and using a multivariate electrical neuroimaging framework). In behaviour, adult-like visual attentional control was present from age 7 onwards, whereas multisensory control was absent in all children groups. In EEG, multivariate analyses of the activity over the N2pc time-window revealed stable brain activity patterns in children. Adult-like visual-attentional control EEG patterns were present age 7 onwards, while multisensory control activity patterns were found in 9-year-olds (albeit behavioural measures showed no effects). By combining rigorous yet naturalistic paradigms with multivariate signal analyses, we demonstrated that visual attentional control seems to reach an adult-like state at ∼7 years, before adult-like multisensory control, emerging at ∼9 years. These results enrich our understanding of how attention in naturalistic settings develops.
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Affiliation(s)
- Nora Turoman
- The LINE (Laboratory for Investigative Neurophysiology), Department of Radiology and Clinical Neurosciences, University Hospital Center and University of Lausanne, Lausanne, Switzerland; Information Systems Institute at the University of Applied Sciences Western Switzerland (HES-SO Valais), Sierre, 3960, Switzerland; Working Memory, Cognition and Development lab, Department of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Ruxandra I Tivadar
- The LINE (Laboratory for Investigative Neurophysiology), Department of Radiology and Clinical Neurosciences, University Hospital Center and University of Lausanne, Lausanne, Switzerland; Cognitive Computational Neuroscience group, Institute of Computer Science, Faculty of Science, University of Bern, Bern, Switzerland
| | - Chrysa Retsa
- The LINE (Laboratory for Investigative Neurophysiology), Department of Radiology and Clinical Neurosciences, University Hospital Center and University of Lausanne, Lausanne, Switzerland
| | - Anne M Maillard
- Service des Troubles du Spectre de l'Autisme et apparentés, Department of Psychiatry, University Hospital Center and University of Lausanne, Lausanne, Switzerland
| | - Gaia Scerif
- Department of Experimental Psychology, University of Oxford, Oxfordshire, UK
| | - Pawel J Matusz
- The LINE (Laboratory for Investigative Neurophysiology), Department of Radiology and Clinical Neurosciences, University Hospital Center and University of Lausanne, Lausanne, Switzerland; Information Systems Institute at the University of Applied Sciences Western Switzerland (HES-SO Valais), Sierre, 3960, Switzerland; Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN, USA.
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Sønderby IE, van der Meer D, Moreau C, Kaufmann T, Walters GB, Ellegaard M, Abdellaoui A, Ames D, Amunts K, Andersson M, Armstrong NJ, Bernard M, Blackburn NB, Blangero J, Boomsma DI, Brodaty H, Brouwer RM, Bülow R, Bøen R, Cahn W, Calhoun VD, Caspers S, Ching CRK, Cichon S, Ciufolini S, Crespo-Facorro B, Curran JE, Dale AM, Dalvie S, Dazzan P, de Geus EJC, de Zubicaray GI, de Zwarte SMC, Desrivieres S, Doherty JL, Donohoe G, Draganski B, Ehrlich S, Eising E, Espeseth T, Fejgin K, Fisher SE, Fladby T, Frei O, Frouin V, Fukunaga M, Gareau T, Ge T, Glahn DC, Grabe HJ, Groenewold NA, Gústafsson Ó, Haavik J, Haberg AK, Hall J, Hashimoto R, Hehir-Kwa JY, Hibar DP, Hillegers MHJ, Hoffmann P, Holleran L, Holmes AJ, Homuth G, Hottenga JJ, Hulshoff Pol HE, Ikeda M, Jahanshad N, Jockwitz C, Johansson S, Jönsson EG, Jørgensen NR, Kikuchi M, Knowles EEM, Kumar K, Le Hellard S, Leu C, Linden DEJ, Liu J, Lundervold A, Lundervold AJ, Maillard AM, Martin NG, Martin-Brevet S, Mather KA, Mathias SR, McMahon KL, McRae AF, Medland SE, Meyer-Lindenberg A, Moberget T, Modenato C, Sánchez JM, Morris DW, Mühleisen TW, Murray RM, Nielsen J, Nordvik JE, Nyberg L, Loohuis LMO, Ophoff RA, Owen MJ, Paus T, Pausova Z, Peralta JM, Pike GB, Prieto C, Quinlan EB, Reinbold CS, Marques TR, Rucker JJH, Sachdev PS, Sando SB, Schofield PR, Schork AJ, Schumann G, Shin J, Shumskaya E, Silva AI, Sisodiya SM, Steen VM, Stein DJ, Strike LT, Suzuki IK, Tamnes CK, Teumer A, Thalamuthu A, Tordesillas-Gutiérrez D, Uhlmann A, Ulfarsson MO, van 't Ent D, van den Bree MBM, Vanderhaeghen P, Vassos E, Wen W, Wittfeld K, Wright MJ, Agartz I, Djurovic S, Westlye LT, Stefansson H, Stefansson K, Jacquemont S, Thompson PM, Andreassen OA. 1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans. Transl Psychiatry 2021; 11:182. [PMID: 33753722 PMCID: PMC7985307 DOI: 10.1038/s41398-021-01213-0] [Citation(s) in RCA: 15] [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] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 12/23/2020] [Accepted: 01/08/2021] [Indexed: 01/07/2023] Open
Abstract
Low-frequency 1q21.1 distal deletion and duplication copy number variant (CNV) carriers are predisposed to multiple neurodevelopmental disorders, including schizophrenia, autism and intellectual disability. Human carriers display a high prevalence of micro- and macrocephaly in deletion and duplication carriers, respectively. The underlying brain structural diversity remains largely unknown. We systematically called CNVs in 38 cohorts from the large-scale ENIGMA-CNV collaboration and the UK Biobank and identified 28 1q21.1 distal deletion and 22 duplication carriers and 37,088 non-carriers (48% male) derived from 15 distinct magnetic resonance imaging scanner sites. With standardized methods, we compared subcortical and cortical brain measures (all) and cognitive performance (UK Biobank only) between carrier groups also testing for mediation of brain structure on cognition. We identified positive dosage effects of copy number on intracranial volume (ICV) and total cortical surface area, with the largest effects in frontal and cingulate cortices, and negative dosage effects on caudate and hippocampal volumes. The carriers displayed distinct cognitive deficit profiles in cognitive tasks from the UK Biobank with intermediate decreases in duplication carriers and somewhat larger in deletion carriers-the latter potentially mediated by ICV or cortical surface area. These results shed light on pathobiological mechanisms of neurodevelopmental disorders, by demonstrating gene dose effect on specific brain structures and effect on cognitive function.
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Affiliation(s)
- Ida E Sønderby
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway.
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.
| | - Dennis van der Meer
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- School of Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Clara Moreau
- Sainte Justine Hospital Research Center, Montreal, Quebec, Canada
- Centre de recherche de l'Institut universitaire de gériatrie de Montréal, Montreal, Quebec, Canada
| | - Tobias Kaufmann
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - G Bragi Walters
- deCODE Genetics (Amgen), Reykjavík, Iceland
- Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Maria Ellegaard
- Department of Clinical Biochemistry, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Abdel Abdellaoui
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Department of Biological Psychology and Netherlands Twin Register, VU University Amsterdam, Amsterdam, the Netherlands
| | - David Ames
- University of Melbourne Academic Unit for Psychiatry of Old Age, Kew, Australia
- National Ageing Research Institute, Parkville, Australia
| | - Katrin Amunts
- Institute of Neuroscience and Medicine, INM-1, Research Centre Jülich, Jülich, Germany
- C. and O. Vogt Institute for Brain Research, Medical Faculty, University Hospital Düsseldorf, Heinrich Heine University Duesseldorf, Düsseldorf, Germany
| | - Micael Andersson
- Umeå Centre for Functional Brain Imaging, Umeå University, Umeå, Sweden
- Department of Integrative Medical Biology, Umeå University, Umeå, Sweden
| | | | - Manon Bernard
- Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nicholas B Blackburn
- South Texas Diabetes and Obesity Institute, Department of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, USA
| | - John Blangero
- South Texas Diabetes and Obesity Institute, Department of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, USA
| | - Dorret I Boomsma
- Department of Biological Psychology and Netherlands Twin Register, VU University Amsterdam, Amsterdam, the Netherlands
- Amsterdam Neuroscience, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, VU Medical Center, Amsterdam, the Netherlands
| | - Henry Brodaty
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, Australia
- Dementia Centre for Research Collaboration, School of Psychiatry, University of New South Wales, Sydney, Australia
| | - Rachel M Brouwer
- Department of Psychiatry, University Medical Center Brain Center, Utrecht University, Utrecht, the Netherlands
| | - Robin Bülow
- Institute of Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald, Germany
| | - Rune Bøen
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Wiepke Cahn
- Department of Psychiatry, University Medical Center Brain Center, Utrecht University, Utrecht, the Netherlands
- Altrecht Science, Utrecht, the Netherlands
| | - Vince D Calhoun
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, USA
- The Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, USA
| | - Svenja Caspers
- Institute of Neuroscience and Medicine, INM-1, Research Centre Jülich, Jülich, Germany
- Institute for Anatomy I, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Christopher R K Ching
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, University of Southern California, Los Angeles, USA
| | - Sven Cichon
- Institute of Neuroscience and Medicine, INM-1, Research Centre Jülich, Jülich, Germany
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Simone Ciufolini
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Benedicto Crespo-Facorro
- University Hospital Marqués de Valdecilla, IDIVAL, Centro de Investigación Biomédica en Red Salud Mental (CIBERSAM), Santander, Spain
- University Hospital Virgen del Rocío, IBiS, Centre de Investigació Biomédica en Red Salud Mental (CIBERSAM), Sevilla, Spain
| | - Joanne E Curran
- South Texas Diabetes and Obesity Institute, Department of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, USA
| | - Anders M Dale
- Center for Multimodal Imaging and Genetics, University of California, San Diego, USA
| | - Shareefa Dalvie
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, Western Cape, South Africa
| | - Paola Dazzan
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Eco J C de Geus
- Department of Biological Psychology and Netherlands Twin Register, VU University Amsterdam, Amsterdam, the Netherlands
- Amsterdam Neuroscience, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, VU Medical Center, Amsterdam, the Netherlands
| | | | - Sonja M C de Zwarte
- Department of Psychiatry, University Medical Center Brain Center, Utrecht University, Utrecht, the Netherlands
| | - Sylvane Desrivieres
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Joanne L Doherty
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Cardiff University Brain Research Imaging Centre School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Gary Donohoe
- Centre for Neuroimaging and Cognitive Genomics, School of Psychology and Discipline of Biochemistry, National University of Ireland Galway, Galway, Ireland
| | - Bogdan Draganski
- Laboratory for Research in Neuroimaging LREN, Centre for Research in Neurosciences, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- Neurology Department, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Stefan Ehrlich
- Division of Psychological and Social Medicine, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Else Eising
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
| | - Thomas Espeseth
- Department of Psychology, University of Oslo, Oslo, Norway
- Bjørknes College, Oslo, Norway
| | - Kim Fejgin
- Signal Transduction, H. Lundbeck A/S, Ottiliavej 9, DK-2500, Valby, Denmark
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands
| | - Tormod Fladby
- Department of Neurology, Akershus University Hospital, 1474, Nordbyhagen, Norway
- Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway
| | - Oleksandr Frei
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Vincent Frouin
- Université Paris-Saclay, CEA, Neurospin, 91191, Gif-sur-Yvette, France
| | - Masaki Fukunaga
- Division of Cerebral Integration, National Institute for Physiological Sciences, Okazaki, Japan
- Department of Life Science, Sokendai, Hayama, Japan
| | - Thomas Gareau
- Université Paris-Saclay, CEA, Neurospin, 91191, Gif-sur-Yvette, France
| | - Tian Ge
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - David C Glahn
- Boston Children's Hospital, Boston, Massachusetts, USA
- Institute of Living, Hartford, Connecticut, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Hans J Grabe
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
- German Center of Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany
| | - Nynke A Groenewold
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, Western Cape, South Africa
| | | | - Jan Haavik
- Department of Biomedicine, University of Bergen, Bergen, Norway
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Asta K Haberg
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway
- St Olav's Hospital, Department of Radiology and Nuclear Medicine, Trondheim, Norway
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Ryota Hashimoto
- Department of Pathology of Mental Diseases, National Institute of Mental Health, National Center of Neurology and Psychiatry, Kodaira, Japan
- Osaka University, Osaka, Japan
| | - Jayne Y Hehir-Kwa
- Princess Màxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | - Manon H J Hillegers
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia, Rotterdam, the Netherlands
| | - Per Hoffmann
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Institute of Human Genetics, University of Bonn Medical School, Bonn, Germany
| | - Laurena Holleran
- Centre for Neuroimaging and Cognitive Genomics, School of Psychology and Discipline of Biochemistry, National University of Ireland Galway, Galway, Ireland
| | - Avram J Holmes
- Psychology Department, Yale University, New Haven, CT, USA
- Department of Psychiatry, Yale University, New Haven, CT, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Georg Homuth
- Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany
| | - Jouke-Jan Hottenga
- Department of Biological Psychology and Netherlands Twin Register, VU University Amsterdam, Amsterdam, the Netherlands
- Amsterdam Neuroscience, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, VU Medical Center, Amsterdam, the Netherlands
| | - Hilleke E Hulshoff Pol
- Department of Psychiatry, University Medical Center Brain Center, Utrecht University, Utrecht, the Netherlands
| | - Masashi Ikeda
- Department of Psychiatry, Fujita Health University School of Medicine, Toyoake, Japan
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, University of Southern California, Los Angeles, USA
| | - Christiane Jockwitz
- Institute of Neuroscience and Medicine, INM-1, Research Centre Jülich, Jülich, Germany
- Institute for Anatomy I, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Stefan Johansson
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Erik G Jönsson
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm Region, Stockholm, Sweden
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Niklas R Jørgensen
- Department of Clinical Biochemistry, Copenhagen University Hospital Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Masataka Kikuchi
- Department of Genome Informatics, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Emma E M Knowles
- Boston Children's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Kuldeep Kumar
- Sainte Justine Hospital Research Center, Montreal, Quebec, Canada
| | - Stephanie Le Hellard
- Norwegian Centre for Mental Disorders Research, Department of Clinical Science, University of Bergen, Bergen, Norway
- Dr Einar Martens Research Group for Biological Psychiatry, Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Costin Leu
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States
- Chalfont Centre for Epilepsy, Chalfont-St-Peter, United Kingdom
| | - David E J Linden
- School of Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Jingyu Liu
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, USA
| | - Arvid Lundervold
- Department of Biomedicine, University of Bergen, Bergen, Norway
- Mohn Medical Imaging and Visualization Centre, Department of Radiology, Haukeland University Hospital, Bergen, Norway
| | | | - Anne M Maillard
- Service des Troubles du Spectre de l'Autisme et apparentés, Lausanne University Hospital, Lausanne, Switzerland
| | - Nicholas G Martin
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Sandra Martin-Brevet
- Laboratory for Research in Neuroimaging LREN, Centre for Research in Neurosciences, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Karen A Mather
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, Australia
- Neuroscience Research Australia, Randwick, Australia
| | - Samuel R Mathias
- Boston Children's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Katie L McMahon
- Herston Imaging Research Facility and School of Clinical Sciences, Queensland University of Technology, Brisbane, Australia
| | - Allan F McRae
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
| | - Sarah E Medland
- Psychiatric Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Andreas Meyer-Lindenberg
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Torgeir Moberget
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Claudia Modenato
- Laboratory for Research in Neuroimaging LREN, Centre for Research in Neurosciences, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- University of Lausanne, Lausanne, Switzerland
| | - Jennifer Monereo Sánchez
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Derek W Morris
- Centre for Neuroimaging and Cognitive Genomics, School of Psychology and Discipline of Biochemistry, National University of Ireland Galway, Galway, Ireland
| | - Thomas W Mühleisen
- Institute of Neuroscience and Medicine, INM-1, Research Centre Jülich, Jülich, Germany
- C. and O. Vogt Institute for Brain Research, Medical Faculty, University Hospital Düsseldorf, Heinrich Heine University Duesseldorf, Düsseldorf, Germany
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Robin M Murray
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Jacob Nielsen
- Signal Transduction, H. Lundbeck A/S, Ottiliavej 9, DK-2500, Valby, Denmark
| | | | - Lars Nyberg
- Umeå Centre for Functional Brain Imaging, Umeå University, Umeå, Sweden
- Department of Integrative Medical Biology, Umeå University, Umeå, Sweden
- Department of Radiation Sciences, Umeå University, Umeå, Sweden
| | - Loes M Olde Loohuis
- Center for Neurobehavioral Genetics, University of California, Los Angeles, USA
| | - Roel A Ophoff
- Center for Neurobehavioral Genetics, University of California, Los Angeles, USA
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Tomas Paus
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
- Physiology and Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Zdenka Pausova
- Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
- Physiology and Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Juan M Peralta
- South Texas Diabetes and Obesity Institute, Department of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, USA
| | - G Bruce Pike
- Departments of Radiology and Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Carlos Prieto
- Bioinformatics Service, Nucleus, University of Salamanca, Salamanca, Spain
| | - Erin B Quinlan
- Centre for Population Neuroscience and Precision Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Céline S Reinbold
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Tiago Reis Marques
- Department of Psychosis, Institute of Psychiatry, Psychology & Neuroscience, Kings College, London, United Kingdom
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences (LMS), Hammersmith Hospital, Imperial College, London, United Kingdom
| | - James J H Rucker
- Institute of Psychiatry, Psychology and Neuroscience, London, London, United Kingdom
| | - Perminder S Sachdev
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, Australia
- Neuropsychiatric Institute, The Prince of Wales Hospital, Sydney, Australia
| | - Sigrid B Sando
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway
- University Hospital of Trondheim,Department of Neurology and Clinical Neurophysiology, Trondheim, Norway
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, Australia
- School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Andrew J Schork
- Institute of Biological Psychiatry, Roskilde, Denmark
- The Translational Genetics Institute (TGEN), Phoenix, AZ, United States
| | - Gunter Schumann
- Centre for Population Neuroscience and Precision Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Jean Shin
- Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
- Physiology and Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Elena Shumskaya
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Ana I Silva
- School of Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- Cardiff University Brain Research Imaging Centre School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Sanjay M Sisodiya
- Department of Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
- Chalfont Centre for Epilepsy, Chalfont-St-Peter, United Kingdom
| | - Vidar M Steen
- Norwegian Centre for Mental Disorders Research, Department of Clinical Science, University of Bergen, Bergen, Norway
- Dr Einar Martens Research Group for Biological Psychiatry, Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Dan J Stein
- South African Medical Research Council Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Lachlan T Strike
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
| | - Ikuo K Suzuki
- VIB Center for Brain & Disease Research, Stem Cell and Developmental Neurobiology Lab, Leuven, Belgium
- University of Brussels (ULB), Institute of Interdisciplinary Research (IRIBHM) ULB Neuroscience Institute, Brussels, Belgium
- The University of Tokyo, Department of Biological Sciences, Graduate School of Science, Tokyo, Japan
| | - Christian K Tamnes
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway
- Department of Psychiatry, Diakonhjemmet Hospital, Oslo, Norway
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Anbupalam Thalamuthu
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, Australia
| | - Diana Tordesillas-Gutiérrez
- University Hospital Marqués de Valdecilla, IDIVAL, Centro de Investigación Biomédica en Red Salud Mental (CIBERSAM), Santander, Spain
- Department of Radiology, Marqués de Valdecilla University Hospital, Valdecilla Biomedical Research Institute IDIVAL, Santander, Spain
| | - Anne Uhlmann
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, Western Cape, South Africa
| | - Magnus O Ulfarsson
- deCODE Genetics (Amgen), Reykjavík, Iceland
- Faculty of Electrical and Computer Engineering, University of Iceland, Reykjavík, Iceland
| | - Dennis van 't Ent
- Department of Biological Psychology and Netherlands Twin Register, VU University Amsterdam, Amsterdam, the Netherlands
- Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
- School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Pierre Vanderhaeghen
- VIB-KU Leuven Center for Brain & Disease Research, 3000, Leuven, Belgium
- KU Leuven, Department of Neurosciences & Leuven Brain Institute, 3000, Leuven, Belgium
- Université Libre de Bruxelles (U.L.B.), Institut de Recherches en Biologie Humaine et Moléculaire (IRIBHM), and ULB Neuroscience Institute (UNI), 1070, Brussels, Belgium
| | - Evangelos Vassos
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- National Institute for Health Research, Mental Health Biomedical Research Centre, South London and Maudsley National Health Service Foundation Trust and King's College London, London, United Kingdom
| | - Wei Wen
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, Australia
| | - Katharina Wittfeld
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
- German Center of Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany
| | - Margaret J Wright
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
- Centre for Advanced Imaging, University of Queensland, Brisbane, Australia
| | - Ingrid Agartz
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm Region, Stockholm, Sweden
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Psychiatry, Diakonhjemmet Hospital, Oslo, Norway
| | - Srdjan Djurovic
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
- Norwegian Centre for Mental Disorders Research, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Lars T Westlye
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
| | | | - Kari Stefansson
- deCODE Genetics (Amgen), Reykjavík, Iceland
- Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Sébastien Jacquemont
- Sainte Justine Hospital Research Center, Montreal, Quebec, Canada
- Department of Pediatrics, University of Montreal, Montreal, Quebec, Canada
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, University of Southern California, Los Angeles, USA
| | - Ole A Andreassen
- NORMENT, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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Linden SC, Watson CJ, Smith J, Chawner SJRA, Lancaster TM, Evans F, Williams N, Skuse D, Raymond FL, Hall J, Owen MJ, Linden DEJ, Green-Snyder L, Chung WK, Maillard AM, Jacquemont S, van den Bree MBM. The psychiatric phenotypes of 1q21 distal deletion and duplication. Transl Psychiatry 2021; 11:105. [PMID: 33542195 PMCID: PMC7862693 DOI: 10.1038/s41398-021-01226-9] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 01/07/2021] [Accepted: 01/14/2021] [Indexed: 01/06/2023] Open
Abstract
Copy number variants are amongst the most highly penetrant risk factors for psychopathology and neurodevelopmental deficits, but little information about the detailed clinical phenotype associated with particular variants is available. We present the largest study of the microdeletion and -duplication at the distal 1q21 locus, which has been associated with schizophrenia and intellectual disability, in order to investigate the range of psychiatric phenotypes. Clinical and cognitive data from 68 deletion and 55 duplication carriers were analysed with logistic regression analysis to compare frequencies of mental disorders between carrier groups and controls, and linear mixed models to compare quantitative phenotypes. Both children and adults with copy number variants at 1q21 had high frequencies of psychopathology. In the children, neurodevelopmental disorders were most prominent (56% for deletion, 68% for duplication carriers). Adults had increased prevalence of mood (35% for deletion [OR = 6.6 (95% CI: 1.4-40.1)], 55% for duplication carriers [8.3 (1.4-55.5)]) and anxiety disorders (24% [1.8 (0.4-8.4)] and 55% [10.0 (1.9-71.2)]). The adult group, which included mainly genetically affected parents of probands, had an IQ in the normal range. These results confirm high prevalence of neurodevelopmental disorders associated with CNVs at 1q21 but also reveal high prevalence of mood and anxiety disorders in a high-functioning adult group with these CNVs. Because carriers of neurodevelopmental CNVs who show relevant psychopathology but no major cognitive impairment are not currently routinely receiving clinical genetic services widening of genetic testing in psychiatry may be considered.
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Affiliation(s)
- Stefanie C Linden
- Department of Health, Ethics and Society, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Cameron J Watson
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Preventive Neurology Unit, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK
| | - Jacqueline Smith
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Samuel J R A Chawner
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Thomas M Lancaster
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- School of Psychology, University of Bath, Bath, UK
| | - Ffion Evans
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Nigel Williams
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - David Skuse
- Behavioural and Brain Sciences Unit Institute of Child Health, University College London, London, UK
| | - F Lucy Raymond
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
| | - Jeremy Hall
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Michael J Owen
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - David E J Linden
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Live Sciences, Maastricht University, Maastricht, The Netherlands
| | | | - Wendy K Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, NY, USA
| | - Anne M Maillard
- Service des Troubles du Spectre de l'Autisme et apparentés, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Sébastien Jacquemont
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Marianne B M van den Bree
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.
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Chawner SJRA, Doherty JL, Anney RJL, Antshel KM, Bearden CE, Bernier R, Chung WK, Clements CC, Curran SR, Cuturilo G, Fiksinski AM, Gallagher L, Goin-Kochel RP, Gur RE, Hanson E, Jacquemont S, Kates WR, Kushan L, Maillard AM, McDonald-McGinn DM, Mihaljevic M, Miller JS, Moss H, Pejovic-Milovancevic M, Schultz RT, Green-Snyder L, Vorstman JA, Wenger TL, Hall J, Owen MJ, van den Bree MBM. A Genetics-First Approach to Dissecting the Heterogeneity of Autism: Phenotypic Comparison of Autism Risk Copy Number Variants. Am J Psychiatry 2021; 178:77-86. [PMID: 33384013 PMCID: PMC8022239 DOI: 10.1176/appi.ajp.2020.20010015] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [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: 01/25/2023]
Abstract
OBJECTIVE Certain copy number variants (CNVs) greatly increase the risk of autism. The authors conducted a genetics-first study to investigate whether heterogeneity in the clinical presentation of autism is underpinned by specific genotype-phenotype relationships. METHODS This international study included 547 individuals (mean age, 12.3 years [SD=4.2], 54% male) who were ascertained on the basis of having a genetic diagnosis of a rare CNV associated with high risk of autism (82 16p11.2 deletion carriers, 50 16p11.2 duplication carriers, 370 22q11.2 deletion carriers, and 45 22q11.2 duplication carriers), as well as 2,027 individuals (mean age, 9.1 years [SD=4.9], 86% male) with autism of heterogeneous etiology. Assessments included the Autism Diagnostic Interview-Revised and IQ testing. RESULTS The four genetic variant groups differed in autism symptom severity, autism subdomain profile, and IQ profile. However, substantial variability was observed in phenotypic outcome in individual genetic variant groups (74%-97% of the variance, depending on the trait), whereas variability between groups was low (1%-21%, depending on the trait). CNV carriers who met autism criteria were compared with individuals with heterogeneous autism, and a range of profile differences were identified. When clinical cutoff scores were applied, 54% of individuals with one of the four CNVs who did not meet full autism diagnostic criteria had elevated levels of autistic traits. CONCLUSIONS Many CNV carriers do not meet full diagnostic criteria for autism but nevertheless meet clinical cutoffs for autistic traits. Although profile differences between variants were observed, there is considerable variability in clinical symptoms in the same variant.
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Affiliation(s)
- Samuel J R A Chawner
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Joanne L Doherty
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Richard J L Anney
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Kevin M Antshel
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Carrie E Bearden
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Raphael Bernier
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Wendy K Chung
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Caitlin C Clements
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Sarah R Curran
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Goran Cuturilo
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Ania M Fiksinski
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Louise Gallagher
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Robin P Goin-Kochel
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Raquel E Gur
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Ellen Hanson
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Sebastien Jacquemont
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Wendy R Kates
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Leila Kushan
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Anne M Maillard
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Donna M McDonald-McGinn
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Marina Mihaljevic
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Judith S Miller
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Hayley Moss
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Milica Pejovic-Milovancevic
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Robert T Schultz
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - LeeAnne Green-Snyder
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Jacob A Vorstman
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Tara L Wenger
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
| | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, Doherty, Anney, Moss, Hall, Owen, van den Bree); Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, United Kingdom (Chawner); Department of Psychology, Syracuse University, Syracuse, N.Y. (Antshel); Department of Psychiatry and Behavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden, Kushan); Departments of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Bernier); Departments of Pediatrics and Medicine, Columbia University Irving Medical Center, New York (Chung); Center for Autism Research, Children's Hospital of Philadelphia (Clements, Miller, Schultz); Department of Psychology, University of Pennsylvania, Philadelphia (Clements); South West London and St. George's Mental Health National Health Service Foundation Trust, London (Curran); University Children's Hospital, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Serbia (Cuturilo); Department of Psychiatry, Brain Center, University Medical Center Utrecht, the Netherlands (Fiksinski, Vorstman); Clinical Genetics Research Program, Centre for Addiction and Mental Health, and the Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto (Fiksinski); Department of Psychiatry, Trinity College Dublin, Ireland (Gallagher); Department of Pediatrics, Baylor College of Medicine, Houston (Goin-Kochel); Lifespan Brain Institute, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Psychiatry, Neurodevelopment and Psychosis Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia (Gur, Schultz); Developmental Medicine, Children's Hospital Boston/Harvard Medical School, Boston (Hanson); Department of Pediatrics, University of Montreal (Jacquemont, Maillard); Centre de recherche, Centre Hospitalier Universitaire Sainte Justine, Montreal (Jacquemont); Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse (Kates); Service des Troubles du Spectre de l'Autisme et Apparentés, Lausanne University Hospital, Lausanne, Switzerland (Maillard); Division of Human Genetics and Molecular Biology, Children's Hospital of Philadelphia (McDonald-McGinn); 22q and You Center, Children's Hospital of Philadelphia (McDonald-McGinn); Department of Pediatrics, University of Pennsylvania, Philadelphia (McDonald-McGinn, Schultz); Clinic for Psychiatry, Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Serbia (Mihaljevic); Institute of Mental Health, Belgrade, Serbia, Faculty of Medicine, University of Belgrade, Serbia (Pejovic-Milovancevic); Simons Foundation, New York (Green-Snyder); Program in Genetics and Genome Biology, SickKids Research Institute, Toronto (Vorstman); Department of Psychiatry, Hospital for Sick Children, University of Toronto (Vorstman); Department of Pediatrics, Seattle Children's Hospital, Seattle (Wenger); and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom (Hall, Owen, van den Bree)
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Chawner SJRA, Mihaljevic M, Morrison S, Eser HY, Maillard AM, Nowakowska B, van den Bree MBM, Swillen A. Pan-european landscape of research into neurodevelopmental copy number variants: A survey by the MINDDS consortium. Eur J Med Genet 2020; 63:104093. [PMID: 33160096 DOI: 10.1016/j.ejmg.2020.104093] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 10/05/2020] [Accepted: 10/31/2020] [Indexed: 01/01/2023]
Abstract
BACKGROUND Several rare copy number variants have been identified to confer risk for neurodevelopmental disorders (NDD-CNVs), and increasingly NDD-CNVs are being identified in patients. There is a clinical need to understand the phenotypes of NDD-CNVs. However due to rarity of NDD-CNVs in the population, within individual countries there is a limited number of NDD-CNV carriers who can participate in research. The pan-european MINDDS (Maximizing Impact of Research in Neurodevelopmental Disorders) consortium was established in part to address this issue. METHODOLOGY A survey was developed to scope out the current landscape of NDD-CNV research across member countries of the MINDDS consortium, and to identify clinical cohorts with potential for future research. RESULTS 36 centres from across 16 countries completed the survey. We provide a list of centres who can be contacted for future collaborations. 3844 NDD-CNV carriers were identified across clinical and research centres spanning a range of medical specialties, including psychiatry, paediatrics, medical genetics. A broad range of phenotypic data was available; including medical history, developmental history, family history and anthropometric data. In 12/16 countries, over 75% of NDD-CNV carriers could be recontacted for future studies. CONCLUSION This survey has highlighted the potential within Europe for large multi-centre studies of NDD-CNV carriers, to improve knowledge of the complex relationship between NDD-CNV and clinical phenotype. The MINNDS consortium is in a position to facilitate collaboration, data-sharing and knowledge exchange on NDD-CNV phenotypes across Europe.
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Affiliation(s)
- Samuel J R A Chawner
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, UK; Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, UK.
| | - Marina Mihaljevic
- Clinic for Psychiatry, Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Sinead Morrison
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, UK
| | - Hale Yapici Eser
- Koç University School of Medicine, Department of Psychiatry, Istanbul, Turkey and Koç University Research Centre for Translational Medicine, Istanbul, Turkey
| | - Anne M Maillard
- Service des Troubles Du Spectre de L'Autisme et Apparentés, Lausanne University Hospital, Switzerland
| | - Beata Nowakowska
- Department of Medical Genetics, Institute of Mother and Child, Warsaw, Poland
| | | | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, UK
| | - Ann Swillen
- Department of Human Genetics at the University of Leuven and Centre for Human Genetics, University Hospital Gasthuisberg, Leuven, Belgium
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Cárdenas-de-la-Parra A, Martin-Brevet S, Moreau C, Rodriguez-Herreros B, Fonov VS, Maillard AM, Zürcher NR, Hadjikhani N, Beckmann JS, Reymond A, Draganski B, Jacquemont S, Collins DL, Addor MC, Andrieux J, Arveiler B, Baujatm G, Sloan-Bénan F, Belfiore M, Bonneau D, Bouquillon S, Boute O, Brusco A, Busa T, Caberg JH, Campion D, Colombert V, Cordier MP, David A, Debray FG, Delrue MA, Doco-Fenzy M, Dunkhase-Heinl U, Edery P, Fagerberg C, Faivre L, Forzano F, Genevieve D, Gérard M, Giachino D, Guichet A, Guillin O, Héron D, Isidor B, Jacquette A, Jaillard S, Journel H, Keren B, Lacombe D, Lebon S, Le Caignec C, Lemaître MP, Lespinasse J, Mathieu-Dramart M, Mercier S, Mignot C, Missirian C, Petit F, Pilekær Sørensen K, Pinson L, Plessis G, Prieur F, Rooryck-Thambo C, Rossi M, Sanlaville D, Schlott Kristiansen B, Schluth-Bolard C, Till M, Van Haelst M, Van Maldergem L. Developmental trajectories of neuroanatomical alterations associated with the 16p11.2 Copy Number Variations. Neuroimage 2019; 203:116155. [DOI: 10.1016/j.neuroimage.2019.116155] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 08/23/2019] [Accepted: 09/02/2019] [Indexed: 01/18/2023] Open
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Niarchou M, Chawner SJRA, Doherty JL, Maillard AM, Jacquemont S, Chung WK, Green-Snyder L, Bernier RA, Goin-Kochel RP, Hanson E, Linden DEJ, Linden SC, Raymond FL, Skuse D, Hall J, Owen MJ, van den Bree MBM. Correction: Psychiatric disorders in children with 16p11.2 deletion and duplication. Transl Psychiatry 2019; 9:107. [PMID: 30837452 PMCID: PMC6400999 DOI: 10.1038/s41398-019-0441-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
One of the co-authors, Marianne B.M. van den Bree has had her name incorrectly abbreviated by citation manager. It was stated as "Bree MBMVD14", but has been updated to "van den Bree, M.B.M." in the HTML, PDF, and XML versions of this article.
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Affiliation(s)
- Maria Niarchou
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia.
| | - Samuel J R A Chawner
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Joanne L Doherty
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Anne M Maillard
- Centre Cantonal Autisme, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Sébastien Jacquemont
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Wendy K Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, NY, USA
| | | | - Raphael A Bernier
- Department of Psychiatry, University of Washington, Seattle, WA, USA
| | | | - Ellen Hanson
- Neurodevelopmental Disorders Phenotyping Program, Divisions of Developmental Medicine and Genetics, Program in Genomics, Children's Hospital Boston, Harvard Medical School, Boston, MA, USA
- Division of Psychiatry, Children's Hospital Boston, Boston, MA, USA
| | - David E J Linden
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Stefanie C Linden
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - F Lucy Raymond
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
| | - David Skuse
- Behavioural and Brain Sciences Unit, Institute of Child Health, University College London, London, UK
| | - Jeremy Hall
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
| | - Michael J Owen
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Marianne B M van den Bree
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.
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Niarchou M, Chawner SJRA, Doherty JL, Maillard AM, Jacquemont S, Chung WK, Green-Snyder L, Bernier RA, Goin-Kochel RP, Hanson E, Linden DEJ, Linden SC, Raymond FL, Skuse D, Hall J, Owen MJ, Bree MBMVD. Psychiatric disorders in children with 16p11.2 deletion and duplication. Transl Psychiatry 2019; 9:8. [PMID: 30664628 PMCID: PMC6341088 DOI: 10.1038/s41398-018-0339-8] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Revised: 10/16/2018] [Accepted: 11/13/2018] [Indexed: 11/09/2022] Open
Abstract
Deletion and duplication of 16p11.2 (BP4-BP5) have been associated with an increased risk of intellectual disability and psychiatric disorder. This is the first study to compare the frequency of a broad spectrum of psychiatric disorders in children with 16p11.2 deletion and duplication. We aimed to evaluate (1) the nature and prevalence of psychopathology associated with copy number variation (CNV) in children with 16p11.2 by comparing deletion and duplication carriers with family controls; (2) whether deletion and duplication carriers differ in frequency of psychopathology. 217 deletion carriers, 77 deletion family controls, 114 duplication carriers, and 32 duplication family controls participated in the study. Measures included standardized research diagnostic instruments. Deletion carriers had a higher frequency of any psychiatric disorder (OR = 8.9, p < 0.001), attention deficit hyperactivity disorder (ADHD) (OR = 4.0, p = 0.01), and autism spectrum disorder (ASD) (OR = 39.9, p = 0.01) than controls. Duplication carriers had a higher frequency of any psychiatric diagnosis (OR = 5.3, p = 0.01) and ADHD (OR = 7.0, p = 0.02) than controls. The prevalence of ASD in child carriers of deletions and duplications was similar (22% versus 26%). Comparison of the two CNV groups indicated a higher frequency of ADHD in children with the duplication than deletion (OR = 2.7, p = 0.04) as well as a higher frequency of overall psychiatric disorders (OR = 2.8, p = 0.02) and psychotic symptoms (OR = 4.7, p = 0.02). However, no differences between deletion and duplications carriers in the prevalence of ASD were found. Both deletion and duplication are associated with an increased risk of psychiatric disorder, supporting the importance of early recognition, diagnosis, and intervention in these groups.
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Affiliation(s)
- Maria Niarchou
- Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK. .,Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia.
| | - Samuel J. R. A. Chawner
- 0000 0001 0807 5670grid.5600.3Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Joanne L. Doherty
- 0000 0001 0807 5670grid.5600.3Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Anne M. Maillard
- 0000 0001 2165 4204grid.9851.5Centre Cantonal Autisme, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Sébastien Jacquemont
- 0000 0001 0423 4662grid.8515.9Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Wendy K. Chung
- 0000000419368729grid.21729.3fDepartments of Pediatrics and Medicine, Columbia University, New York, NY USA
| | | | - Raphael A. Bernier
- 0000000122986657grid.34477.33Department of Psychiatry, University of Washington, Seattle, WA USA
| | - Robin P. Goin-Kochel
- 0000 0001 2160 926Xgrid.39382.33Department of Pediatrics, Baylor College of Medicine, Houston, TX USA
| | - Ellen Hanson
- 000000041936754Xgrid.38142.3cNeurodevelopmental Disorders Phenotyping Program, Divisions of Developmental Medicine and Genetics, Program in Genomics, Children’s Hospital Boston, Harvard Medical School, Boston, MA USA ,0000 0004 0378 8438grid.2515.3Division of Psychiatry, Children’s Hospital Boston, Boston, MA USA
| | - David E. J. Linden
- 0000 0001 0807 5670grid.5600.3Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Stefanie C. Linden
- 0000 0001 0807 5670grid.5600.3Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - F. Lucy Raymond
- 0000000121885934grid.5335.0Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
| | - David Skuse
- 0000000121901201grid.83440.3bBehavioural and Brain Sciences Unit, Institute of Child Health, University College London, London, UK
| | - Jeremy Hall
- 0000 0001 0807 5670grid.5600.3Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK ,0000000121885934grid.5335.0Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
| | - Michael J. Owen
- 0000 0001 0807 5670grid.5600.3Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Marianne B. M. van den Bree
- 0000 0001 0807 5670grid.5600.3Division of Psychological Medicine and Clinical Neurosciences, Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
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18
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Martin-Brevet S, Rodríguez-Herreros B, Nielsen JA, Moreau C, Modenato C, Maillard AM, Pain A, Richetin S, Jønch AE, Qureshi AY, Zürcher NR, Conus P, Chung WK, Sherr EH, Spiro JE, Kherif F, Beckmann JS, Hadjikhani N, Reymond A, Buckner RL, Draganski B, Jacquemont S, Arveiler B, Baujat G, Sloan-Béna F, Belfiore M, Bonneau D, Bouquillon S, Boute O, Brusco A, Busa T, Caberg JH, Campion D, Colombert V, Cordier MP, David A, Debray FG, Delrue MA, Doco-Fenzy M, Dunkhase-Heinl U, Edery P, Fagerberg C, Faivre L, Forzano F, Genevieve D, Gérard M, Giachino D, Guichet A, Guillin O, Héron D, Isidor B, Jacquette A, Jaillard S, Journel H, Keren B, Lacombe D, Lebon S, Le Caignec C, Lemaître MP, Lespinasse J, Mathieu-Dramart M, Mercier S, Mignot C, Missirian C, Petit F, Pilekær Sørensen K, Pinson L, Plessis G, Prieur F, Rooryck-Thambo C, Rossi M, Sanlaville D, Schlott Kristiansen B, Schluth-Bolard C, Till M, Van Haelst M, Van Maldergem L, Alupay H, Aaronson B, Ackerman S, Ankenman K, Anwar A, Atwell C, Bowe A, Beaudet AL, Benedetti M, Berg J, Berman J, Berry LN, Bibb AL, Blaskey L, Brennan J, Brewton CM, Buckner R, Bukshpun P, Burko J, Cali P, Cerban B, Chang Y, Cheong M, Chow V, Chu Z, Chudnovskaya D, Cornew L, Dale C, Dell J, Dempsey AG, Deschamps T, Earl R, Edgar J, Elgin J, Olson JE, Evans YL, Findlay A, Fischbach GD, Fisk C, Fregeau B, Gaetz B, Gaetz L, Garza S, Gerdts J, Glenn O, Gobuty SE, Golembski R, Greenup M, Heiken K, Hines K, Hinkley L, Jackson FI, Jenkins J, Jeremy RJ, Johnson K, Kanne SM, Kessler S, Khan SY, Ku M, Kuschner E, Laakman AL, Lam P, Lasala MW, Lee H, LaGuerre K, Levy S, Cavanagh AL, Llorens AV, Campe KL, Luks TL, Marco EJ, Martin S, Martin AJ, Marzano G, Masson C, McGovern KE, McNally Keehn R, Miller DT, Miller FK, Moss TJ, Murray R, Nagarajan SS, Nowell KP, Owen J, Paal AM, Packer A, Page PZ, Paul BM, Peters A, Peterson D, Poduri A, Pojman NJ, Porche K, Proud MB, Qasmieh S, Ramocki MB, Reilly B, Roberts TP, Shaw D, Sinha T, Smith-Packard B, Gallagher AS, Swarnakar V, Thieu T, Triantafallou C, Vaughan R, Wakahiro M, Wallace A, Ward T, Wenegrat J, Wolken A. Quantifying the Effects of 16p11.2 Copy Number Variants on Brain Structure: A Multisite Genetic-First Study. Biol Psychiatry 2018; 84:253-264. [PMID: 29778275 DOI: 10.1016/j.biopsych.2018.02.1176] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [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: 10/18/2017] [Revised: 02/01/2018] [Accepted: 02/24/2018] [Indexed: 12/25/2022]
Abstract
BACKGROUND 16p11.2 breakpoint 4 to 5 copy number variants (CNVs) increase the risk for developing autism spectrum disorder, schizophrenia, and language and cognitive impairment. In this multisite study, we aimed to quantify the effect of 16p11.2 CNVs on brain structure. METHODS Using voxel- and surface-based brain morphometric methods, we analyzed structural magnetic resonance imaging collected at seven sites from 78 individuals with a deletion, 71 individuals with a duplication, and 212 individuals without a CNV. RESULTS Beyond the 16p11.2-related mirror effect on global brain morphometry, we observe regional mirror differences in the insula (deletion > control > duplication). Other regions are preferentially affected by either the deletion or the duplication: the calcarine cortex and transverse temporal gyrus (deletion > control; Cohen's d > 1), the superior and middle temporal gyri (deletion < control; Cohen's d < -1), and the caudate and hippocampus (control > duplication; -0.5 > Cohen's d > -1). Measures of cognition, language, and social responsiveness and the presence of psychiatric diagnoses do not influence these results. CONCLUSIONS The global and regional effects on brain morphometry due to 16p11.2 CNVs generalize across site, computational method, age, and sex. Effect sizes on neuroimaging and cognitive traits are comparable. Findings partially overlap with results of meta-analyses performed across psychiatric disorders. However, the lack of correlation between morphometric and clinical measures suggests that CNV-associated brain changes contribute to clinical manifestations but require additional factors for the development of the disorder. These findings highlight the power of genetic risk factors as a complement to studying groups defined by behavioral criteria.
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Affiliation(s)
- Sandra Martin-Brevet
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; Laboratoire de Recherche en Neuroimagerie, Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Borja Rodríguez-Herreros
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; CHU Sainte-Justine Research Center, Université de Montréal, Montréal, Quebec, Canada
| | - Jared A Nielsen
- Department of Psychology, Harvard University, Cambridge, Massachusetts; Center for Brain Science, Harvard University, Cambridge, Massachusetts; Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
| | - Clara Moreau
- CHU Sainte-Justine Research Center, Université de Montréal, Montréal, Quebec, Canada
| | - Claudia Modenato
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; Laboratoire de Recherche en Neuroimagerie, Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Anne M Maillard
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; Centre Cantonal Autisme, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Aurélie Pain
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; Centre Cantonal Autisme, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Sonia Richetin
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Aia E Jønch
- CHU Sainte-Justine Research Center, Université de Montréal, Montréal, Quebec, Canada; Department of Clinical Genetics, Odense University Hospital, Odense, Denmark; Human Genetics, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Abid Y Qureshi
- Center for Brain Science, Harvard University, Cambridge, Massachusetts; Department of Neurology, University of Kansas Medical Center, Kansas City, KS
| | - Nicole R Zürcher
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Philippe Conus
- Service of General Psychiatry, Department of Psychiatry, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | | | | | - Wendy K Chung
- Simons Foundation, New York, New York; Departments of Pediatrics and Medicine, Columbia University, New York, New York
| | - Elliott H Sherr
- Department of Neurology, Department of Pediatrics, and Weill Institute for Neurosciences, University of California, San Francisco, California
| | | | - Ferath Kherif
- Laboratoire de Recherche en Neuroimagerie, Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Jacques S Beckmann
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Nouchine Hadjikhani
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Gillberg Neuropsychiatry Centre, University of Gothenburg, Gothenburg, Sweden
| | - Alexandre Reymond
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - Randy L Buckner
- Department of Psychology, Harvard University, Cambridge, Massachusetts; Center for Brain Science, Harvard University, Cambridge, Massachusetts; Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Bogdan Draganski
- Laboratoire de Recherche en Neuroimagerie, Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Sébastien Jacquemont
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; CHU Sainte-Justine Research Center, Université de Montréal, Montréal, Quebec, Canada.
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19
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Loviglio MN, Arbogast T, Jønch AE, Collins SC, Popadin K, Bonnet CS, Giannuzzi G, Maillard AM, Jacquemont S, Yalcin B, Katsanis N, Golzio C, Reymond A. The Immune Signaling Adaptor LAT Contributes to the Neuroanatomical Phenotype of 16p11.2 BP2-BP3 CNVs. Am J Hum Genet 2017; 101:564-577. [PMID: 28965845 PMCID: PMC5630231 DOI: 10.1016/j.ajhg.2017.08.016] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 08/21/2017] [Indexed: 02/04/2023] Open
Abstract
Copy-number changes in 16p11.2 contribute significantly to neuropsychiatric traits. Besides the 600 kb BP4-BP5 CNV found in 0.5%-1% of individuals with autism spectrum disorders and schizophrenia and whose rearrangement causes reciprocal defects in head size and body weight, a second distal 220 kb BP2-BP3 CNV is likewise a potent driver of neuropsychiatric, anatomical, and metabolic pathologies. These two CNVs are engaged in complex reciprocal chromatin looping, intimating a functional relationship between genes in these regions that might be relevant to pathomechanism. We assessed the drivers of the distal 16p11.2 duplication by overexpressing each of the nine encompassed genes in zebrafish. Only overexpression of LAT induced a reduction of brain proliferating cells and concomitant microcephaly. Consistently, suppression of the zebrafish ortholog induced an increase of proliferation and macrocephaly. These phenotypes were not unique to zebrafish; Lat knockout mice show brain volumetric changes. Consistent with the hypothesis that LAT dosage is relevant to the CNV pathology, we observed similar effects upon overexpression of CD247 and ZAP70, encoding members of the LAT signalosome. We also evaluated whether LAT was interacting with KCTD13, MVP, and MAPK3, major driver and modifiers of the proximal 16p11.2 600 kb BP4-BP5 syndromes, respectively. Co-injected embryos exhibited an increased microcephaly, suggesting the presence of genetic interaction. Correspondingly, carriers of 1.7 Mb BP1-BP5 rearrangements that encompass both the BP2-BP3 and BP4-BP5 loci showed more severe phenotypes. Taken together, our results suggest that LAT, besides its well-recognized function in T cell development, is a major contributor of the 16p11.2 220 kb BP2-BP3 CNV-associated neurodevelopmental phenotypes.
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MESH Headings
- Adaptor Proteins, Signal Transducing/genetics
- Adaptor Proteins, Signal Transducing/metabolism
- Adaptor Proteins, Signal Transducing/physiology
- Adolescent
- Adult
- Aged
- Aged, 80 and over
- Animals
- Autistic Disorder/genetics
- Autistic Disorder/immunology
- Autistic Disorder/pathology
- Brain/metabolism
- Brain/pathology
- Child
- Child, Preschool
- Chromosome Deletion
- Chromosome Disorders/genetics
- Chromosome Disorders/immunology
- Chromosome Disorders/pathology
- Chromosomes, Human, Pair 16/genetics
- Chromosomes, Human, Pair 16/immunology
- Cohort Studies
- DNA Copy Number Variations
- Embryo, Nonmammalian/metabolism
- Embryo, Nonmammalian/pathology
- Female
- Gene Expression Regulation, Developmental
- Humans
- Infant
- Intellectual Disability/genetics
- Intellectual Disability/immunology
- Intellectual Disability/pathology
- Male
- Membrane Proteins/genetics
- Membrane Proteins/metabolism
- Membrane Proteins/physiology
- Mice
- Mice, Inbred C57BL
- Mice, Knockout
- Microcephaly/genetics
- Microcephaly/pathology
- Middle Aged
- Phenotype
- Phosphoproteins/physiology
- Signal Transduction
- Young Adult
- Zebrafish/embryology
- Zebrafish/genetics
- Zebrafish Proteins/genetics
- Zebrafish Proteins/metabolism
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Affiliation(s)
- Maria Nicla Loviglio
- Center for Integrative Genomics, University of Lausanne, 1015 Lausanne, Switzerland
| | - Thomas Arbogast
- Center for Human Disease Modeling, Duke University, Durham, NC 27701, USA
| | - Aia Elise Jønch
- Service of Medical Genetics, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland
| | - Stephan C Collins
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Department of Translational Medicine and Neurogenetics; Centre National de la Recherche Scientifique, UMR7104; Institut National de la Santé et de la Recherche Médicale, U964; Université de Strasbourg, 67400 Illkirch-Graffenstaden, France
| | - Konstantin Popadin
- Center for Integrative Genomics, University of Lausanne, 1015 Lausanne, Switzerland; Immanuel Kant Baltic Federal University, 14 A. Nevskogo ul., Kaliningrad 236041, Russia
| | - Camille S Bonnet
- Center for Human Disease Modeling, Duke University, Durham, NC 27701, USA
| | - Giuliana Giannuzzi
- Center for Integrative Genomics, University of Lausanne, 1015 Lausanne, Switzerland
| | - Anne M Maillard
- Service of Medical Genetics, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland
| | - Sébastien Jacquemont
- Service of Medical Genetics, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland
| | - Binnaz Yalcin
- Center for Integrative Genomics, University of Lausanne, 1015 Lausanne, Switzerland; Institut de Génétique et de Biologie Moléculaire et Cellulaire, Department of Translational Medicine and Neurogenetics; Centre National de la Recherche Scientifique, UMR7104; Institut National de la Santé et de la Recherche Médicale, U964; Université de Strasbourg, 67400 Illkirch-Graffenstaden, France
| | - Nicholas Katsanis
- Center for Human Disease Modeling, Duke University, Durham, NC 27701, USA
| | - Christelle Golzio
- Center for Human Disease Modeling, Duke University, Durham, NC 27701, USA.
| | - Alexandre Reymond
- Center for Integrative Genomics, University of Lausanne, 1015 Lausanne, Switzerland.
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20
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Hippolyte L, Maillard AM, Rodriguez-Herreros B, Pain A, Martin-Brevet S, Ferrari C, Conus P, Macé A, Hadjikhani N, Metspalu A, Reigo A, Kolk A, Männik K, Barker M, Isidor B, Le Caignec C, Mignot C, Schneider L, Mottron L, Keren B, David A, Doco-Fenzy M, Gérard M, Bernier R, Goin-Kochel RP, Hanson E, Green Snyder L, Ramus F, Beckmann JS, Draganski B, Reymond A, Jacquemont S. The Number of Genomic Copies at the 16p11.2 Locus Modulates Language, Verbal Memory, and Inhibition. Biol Psychiatry 2016; 80:129-139. [PMID: 26742926 DOI: 10.1016/j.biopsych.2015.10.021] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [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: 04/07/2015] [Revised: 09/30/2015] [Accepted: 10/14/2015] [Indexed: 01/15/2023]
Abstract
BACKGROUND Deletions and duplications of the 16p11.2 BP4-BP5 locus are prevalent copy number variations (CNVs), highly associated with autism spectrum disorder and schizophrenia. Beyond language and global cognition, neuropsychological assessments of these two CNVs have not yet been reported. METHODS This study investigates the relationship between the number of genomic copies at the 16p11.2 locus and cognitive domains assessed in 62 deletion carriers, 44 duplication carriers, and 71 intrafamilial control subjects. RESULTS IQ is decreased in deletion and duplication carriers, but we demonstrate contrasting cognitive profiles in these reciprocal CNVs. Deletion carriers present with severe impairments of phonology and of inhibition skills beyond what is expected for their IQ level. In contrast, for verbal memory and phonology, the data may suggest that duplication carriers outperform intrafamilial control subjects with the same IQ level. This finding is reminiscent of special isolated skills as well as contrasting language performance observed in autism spectrum disorder. Some domains, such as visuospatial and working memory, are unaffected by the 16p11.2 locus beyond the effect of decreased IQ. Neuroimaging analyses reveal that measures of inhibition covary with neuroanatomic structures previously identified as sensitive to 16p11.2 CNVs. CONCLUSIONS The simultaneous study of reciprocal CNVs suggests that the 16p11.2 genomic locus modulates specific cognitive skills according to the number of genomic copies. Further research is warranted to replicate these findings and elucidate the molecular mechanisms modulating these cognitive performances.
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Affiliation(s)
- Loyse Hippolyte
- Service de Génétique Médicale, University of Lausanne, Lausanne, Switzerland
| | - Anne M Maillard
- Service de Génétique Médicale, University of Lausanne, Lausanne, Switzerland
| | - Borja Rodriguez-Herreros
- Service de Génétique Médicale, University of Lausanne, Lausanne, Switzerland; LREN-Département des Neurosciences Cliniques, University of Lausanne, Lausanne, Switzerland
| | - Aurélie Pain
- Service de Génétique Médicale, University of Lausanne, Lausanne, Switzerland
| | - Sandra Martin-Brevet
- Service de Génétique Médicale, University of Lausanne, Lausanne, Switzerland; LREN-Département des Neurosciences Cliniques, University of Lausanne, Lausanne, Switzerland
| | - Carina Ferrari
- Department of Psychiatry, University of Lausanne, Lausanne, Switzerland
| | - Philippe Conus
- Department of Psychiatry, University of Lausanne, Lausanne, Switzerland
| | - Aurélien Macé
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland; SIB Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
| | - Nouchine Hadjikhani
- Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Andres Metspalu
- Department of Genetics, Tartu University Hospital, Tartu, Estonia
| | - Anu Reigo
- Department of Genetics, Tartu University Hospital, Tartu, Estonia
| | - Anneli Kolk
- United Laboratories, and Children's Clinic, Department of Neurology and Neurorehabilitation, Tartu University Hospital, Tartu, Estonia
| | - Katrin Männik
- Center for Integrative Genomics, University of Lausanne;Lausanne, Switzerland; Department of Genetics, Tartu University Hospital, Tartu, Estonia
| | - Mandy Barker
- CERY Hospital, Department of Child Psychiatry, University of Lausanne, Lausanne, Switzerland
| | | | - Cédric Le Caignec
- Service de Génétique Médicale, CHU-Nantes, Nantes; Inserm UMR957, Faculté de Médecine, Nantes
| | - Cyril Mignot
- Department of Genetics and Cytogenetics, Unité fonctionnelle de génétique clinique, Groupe Hospitalier Pitié Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France; Centre de Référence "Déficiences intellectuelles de causes rares" and Groupe de Recherche Clinique "Déficience intellectuelle et autisme", UPMC, Paris, France
| | - Laurence Schneider
- SUPEA, and Service of Neuropsychology and Neurorehabilitation, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Laurent Mottron
- Département de Psychiatrie, Université de Montréal and Hôpital Rivière des Prairies, Montreal, Quebec, Canada
| | - Boris Keren
- Department of Genetics and Cytogenetics, Unité fonctionnelle de génétique clinique, Groupe Hospitalier Pitié Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Albert David
- Service de Génétique Médicale, CHU-Nantes, Nantes
| | | | - Marion Gérard
- Department of Genetics and Cytogenetics, Unité fonctionnelle de génétique clinique, Groupe Hospitalier Pitié Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France; Département de Génétique, Hôpital Robert Debré, Université Paris VII-Paris Diderot, Paris, France
| | - Raphael Bernier
- Department of Psychiatry and Behavioral Science, University of Washington, Seattle, Washington
| | - Robin P Goin-Kochel
- Department of Pediatrics, Psychology Section, Baylor College of Medicine, Houston, Texas
| | - Ellen Hanson
- Department of Psychiatry, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | | | | | - Franck Ramus
- Laboratoire de Sciences Cognitives et Psycholinguistique, Département d'Etudes Cognitives, Ecole Normale Supérieure, EHESS, CNRS, PSL Research University, Paris, France
| | - Jacques S Beckmann
- Service de Génétique Médicale, University of Lausanne, Lausanne, Switzerland; SIB Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
| | - Bogdan Draganski
- LREN-Département des Neurosciences Cliniques, University of Lausanne, Lausanne, Switzerland; Department of Neurology (BD), Max-Planck Institute for Human Cognitive and Brain Science, Leipzig, Germany
| | - Alexandre Reymond
- Center for Integrative Genomics, University of Lausanne;Lausanne, Switzerland
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Leitsalu L, Alavere H, Jacquemont S, Kolk A, Maillard AM, Reigo A, Nõukas M, Reymond A, Männik K, Ng PC, Metspalu A. Reporting incidental findings of genomic disorder-associated copy number variants to unselected biobank participants. Per Med 2016; 13:303-314. [PMID: 29749813 DOI: 10.2217/pme-2016-0009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Procedural guidelines for disclosure of incidental genomic information are lacking. METHODS We introduce a method and evaluated the impact of returning results to population biobank participants with 16p11.2 copy number variants, which are commonly associated with neurodevelopmental disorders and BMI imbalance. Of the 7877 participants, 11 carriers were detected. Eight participants were informed of their carrier status and surveyed 11-17 months later. RESULTS All participants demonstrated preference for disclosure. Although two participants experienced worry, all five survey respondents rated receiving this information favorably. One participant reported modifications in treatment and three felt that their treatment/condition had since improved. CONCLUSION This approach can be adapted and applied for the return of incidental findings to biobank participants.
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Affiliation(s)
- Liis Leitsalu
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia.,Institute of Molecular & Cell Biology, University of Tartu, Tartu, 51010, Estonia
| | - Helene Alavere
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia
| | - Sébastien Jacquemont
- Service of Medical Genetics, Lausanne University Hospital, Lausanne, 1011, Switzerland
| | - Anneli Kolk
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia.,Department of Neurology, Children's Clinic of Tartu University Hospital, Tartu, 50406, Estonia
| | - Anne M Maillard
- Service of Medical Genetics, Lausanne University Hospital, Lausanne, 1011, Switzerland
| | - Anu Reigo
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia
| | - Margit Nõukas
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia.,Institute of Molecular & Cell Biology, University of Tartu, Tartu, 51010, Estonia
| | - Alexandre Reymond
- Center for Integrative Genomics, University of Lausanne, Lausanne, 1015, Switzerland
| | - Katrin Männik
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia.,Center for Integrative Genomics, University of Lausanne, Lausanne, 1015, Switzerland
| | - Pauline C Ng
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia.,Genome Institute of Singapore, Singapore, 138672, Singapore
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu (EGCUT), Tartu, 51010, Estonia.,Institute of Molecular & Cell Biology, University of Tartu, Tartu, 51010, Estonia
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22
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D’Angelo D, Lebon S, Chen Q, Martin-Brevet S, Snyder LG, Hippolyte L, Hanson E, Maillard AM, Faucett WA, Macé A, Pain A, Bernier R, Chawner SJRA, David A, Andrieux J, Aylward E, Baujat G, Caldeira I, Conus P, Ferrari C, Forzano F, Gérard M, Goin-Kochel RP, Grant E, Hunter JV, Isidor B, Jacquette A, Jønch AE, Keren B, Lacombe D, Le Caignec C, Martin CL, Männik K, Metspalu A, Mignot C, Mukherjee P, Owen MJ, Passeggeri M, Rooryck-Thambo C, Rosenfeld JA, Spence SJ, Steinman KJ, Tjernagel J, Van Haelst M, Shen Y, Draganski B, Sherr EH, Ledbetter DH, van den Bree MBM, Beckmann JS, Spiro JE, Reymond A, Jacquemont S, Chung WK. Defining the Effect of the 16p11.2 Duplication on Cognition, Behavior, and Medical Comorbidities. JAMA Psychiatry 2016; 73:20-30. [PMID: 26629640 PMCID: PMC5894477 DOI: 10.1001/jamapsychiatry.2015.2123] [Citation(s) in RCA: 148] [Impact Index Per Article: 18.5] [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: 11/14/2022]
Abstract
IMPORTANCE The 16p11.2 BP4-BP5 duplication is the copy number variant most frequently associated with autism spectrum disorder (ASD), schizophrenia, and comorbidities such as decreased body mass index (BMI). OBJECTIVES To characterize the effects of the 16p11.2 duplication on cognitive, behavioral, medical, and anthropometric traits and to understand the specificity of these effects by systematically comparing results in duplication carriers and reciprocal deletion carriers, who are also at risk for ASD. DESIGN, SETTING, AND PARTICIPANTS This international cohort study of 1006 study participants compared 270 duplication carriers with their 102 intrafamilial control individuals, 390 reciprocal deletion carriers, and 244 deletion controls from European and North American cohorts. Data were collected from August 1, 2010, to May 31, 2015 and analyzed from January 1 to August 14, 2015. Linear mixed models were used to estimate the effect of the duplication and deletion on clinical traits by comparison with noncarrier relatives. MAIN OUTCOMES AND MEASURES Findings on the Full-Scale IQ (FSIQ), Nonverbal IQ, and Verbal IQ; the presence of ASD or other DSM-IV diagnoses; BMI; head circumference; and medical data. RESULTS Among the 1006 study participants, the duplication was associated with a mean FSIQ score that was lower by 26.3 points between proband carriers and noncarrier relatives and a lower mean FSIQ score (16.2-11.4 points) in nonproband carriers. The mean overall effect of the deletion was similar (-22.1 points; P < .001). However, broad variation in FSIQ was found, with a 19.4- and 2.0-fold increase in the proportion of FSIQ scores that were very low (≤40) and higher than the mean (>100) compared with the deletion group (P < .001). Parental FSIQ predicted part of this variation (approximately 36.0% in hereditary probands). Although the frequency of ASD was similar in deletion and duplication proband carriers (16.0% and 20.0%, respectively), the FSIQ was significantly lower (by 26.3 points) in the duplication probands with ASD. There also were lower head circumference and BMI measurements among duplication carriers, which is consistent with the findings of previous studies. CONCLUSIONS AND RELEVANCE The mean effect of the duplication on cognition is similar to that of the reciprocal deletion, but the variance in the duplication is significantly higher, with severe and mild subgroups not observed with the deletion. These results suggest that additional genetic and familial factors contribute to this variability. Additional studies will be necessary to characterize the predictors of cognitive deficits.
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Affiliation(s)
- Debra D’Angelo
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Sébastien Lebon
- Pediatric Neurology Unit, Department of Pediatrics, Lausanne University Hospital, Lausanne, Switzerland
| | - Qixuan Chen
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Sandra Martin-Brevet
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | | | - Loyse Hippolyte
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Ellen Hanson
- Department of Psychiatry, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Anne M. Maillard
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - W. Andrew Faucett
- Genomic Medicine Institute, Geisinger Clinic, Danville, Pennsylvania
| | - Aurélien Macé
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland7Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
| | - Aurélie Pain
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Raphael Bernier
- Department of Psychiatry and Behavioral Science, University of Washington, Seattle
| | - Samuel J. R. A. Chawner
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales
| | - Albert David
- Service de Génétique Médicale, Faculté de Médecine, Centre Hospitalier Universitaire (CHU) Nantes, Institut National de la Santé et de la Recherche Medicale (INSERM) Unités Mixtes de Recherche 957, Nantes, France
| | - Joris Andrieux
- Institut de Génétique Médicale, Hospital Jeanne de Flandre, Centre Hospitalier Régional Universitaire (CHRU) de Lille, Lille, France
| | - Elizabeth Aylward
- Center for Integrative Brain Research, Children’s Research Institute, Seattle, Washington
| | - Genevieve Baujat
- Département de Génétique, Hôpital Necker–Enfants Malades, Assistance Publique–Hôpitaux de Paris (AP-HP), Paris, France 14INSERM U1163, Hôpital Necker–Enfants Malades, Paris, France15Institut Imagine, Université Paris Descartes-Sorbonne Paris Cité, Paris
| | - Ines Caldeira
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Philippe Conus
- Department of Psychiatry, Cery Hospital, CHU Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Carrina Ferrari
- Department of Psychiatry, Cery Hospital, CHU Vaudois and University of Lausanne, Lausanne, Switzerland
| | | | - Marion Gérard
- Departement de Génétique, AP-HP, Hôpital Robert Debré, Université Paris VII-Paris Diderot, Paris, France
| | - Robin P. Goin-Kochel
- Section of Psychology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Ellen Grant
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jill V. Hunter
- Department of Radiology, Baylor College of Medicine, Houston, Texas
| | - Bertrand Isidor
- Service de Génétique Médicale, Faculté de Médecine, Centre Hospitalier Universitaire (CHU) Nantes, Institut National de la Santé et de la Recherche Medicale (INSERM) Unités Mixtes de Recherche 957, Nantes, France
| | - Aurélia Jacquette
- Département de Génétique et de Cytogénétique, Unité fonctionnelle de Génétique Clinique, AP-HP, Hôpital Pitié-Salpêtrière, Paris, France23Centre de Référence Déficiences Intellectuelles de Causes Rares, Paris, France24Groupe de Recherche Clinique, Déficie
| | - Aia E. Jønch
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Boris Keren
- Department of Genetics and Cytogenetics, Groupe Hospitalier Pitié Salpêtrière, AP-HP, Paris, France
| | - Didier Lacombe
- Service de Génétique Médicale, Faculté de Médecine, Centre Hospitalier Universitaire (CHU) Nantes, Institut National de la Santé et de la Recherche Medicale (INSERM) Unités Mixtes de Recherche 957, Nantes, France26Service de Génétique Médicale, CHU de Bor
| | - Cédric Le Caignec
- Service de Génétique Médicale, Faculté de Médecine, Centre Hospitalier Universitaire (CHU) Nantes, Institut National de la Santé et de la Recherche Medicale (INSERM) Unités Mixtes de Recherche 957, Nantes, France
| | - Christa Lese Martin
- Autism and Developmental Medicine Institute, Geisinger Health System, Danville, Pennsylvania
| | - Katrin Männik
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland29Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, Tartu, Estonia30Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - Cyril Mignot
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Pratik Mukherjee
- Department of Radiology and Biomedical Imaging, University of California, San Francisco
| | - Michael J. Owen
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales
| | - Marzia Passeggeri
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Caroline Rooryck-Thambo
- Service de Génétique Médicale, CHU de Bordeaux, Bordeaux, France32Laboratoire Maladies Rares: Génétique et Métabolisme, Université de Bordeaux, Bordeaux, France
| | | | - Sarah J. Spence
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kyle J. Steinman
- Department of Neurology, Seattle Children’s Research Institute and University of Washington, Seattle
| | | | - Mieke Van Haelst
- Department of Medical Genetics, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Yiping Shen
- Genetic Diagnostic Laboratory, Department of Laboratory Medicine, Children’s Hospital, Boston, Massachusetts
| | - Bogdan Draganski
- Laboratoire de Recherche en Neuroimagerie, Department for Clinical Neurosciences, Centre Hospitalo-Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Elliott H. Sherr
- Department of Neurology, University of California, San Francisco
| | - David H. Ledbetter
- Autism and Developmental Medicine Institute, Geisinger Health System, Danville, Pennsylvania
| | - Marianne B. M. van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales
| | - Jacques S. Beckmann
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland7Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
| | | | - Alexandre Reymond
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - Sébastien Jacquemont
- Department of Medical Genetics, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland41CHU Sainte-Justine Research Center, Montreal, Canada42Department of Pediatrics, Université de Montréal, Montreal, Quebec, Canada
| | - Wendy K. Chung
- Division of Molecular Genetics, Department of Pediatrics, Columbia University, New York, New York44Department of Medicine, Columbia University, New York, New York
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23
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Maillard AM, Hippolyte L, Rodriguez-Herreros B, Chawner SJRA, Dremmel D, Agüera Z, Fagundo AB, Pain A, Martin-Brevet S, Hilbert A, Kurz S, Etienne R, Draganski B, Jimenez-Murcia S, Männik K, Metspalu A, Reigo A, Isidor B, Le Caignec C, David A, Mignot C, Keren B, van den Bree MBM, Munsch S, Fernandez-Aranda F, Beckmann JS, Reymond A, Jacquemont S. 16p11.2 Locus modulates response to satiety before the onset of obesity. Int J Obes (Lond) 2015; 40:870-6. [PMID: 26620891 DOI: 10.1038/ijo.2015.247] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [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: 08/24/2015] [Revised: 11/06/2015] [Accepted: 11/16/2015] [Indexed: 01/01/2023]
Abstract
BACKGROUND The 600 kb BP4-BP5 copy number variants (CNVs) at the 16p11.2 locus have been associated with a range of neurodevelopmental conditions including autism spectrum disorders and schizophrenia. The number of genomic copies in this region is inversely correlated with body mass index (BMI): the deletion is associated with a highly penetrant form of obesity (present in 50% of carriers by the age of 7 years and in 70% of adults), and the duplication with being underweight. Mechanisms underlying this energy imbalance remain unknown. OBJECTIVE This study aims to investigate eating behavior, cognitive traits and their relationships with BMI in carriers of 16p11.2 CNVs. METHODS We assessed individuals carrying a 16p11.2 deletion or duplication and their intrafamilial controls using food-related behavior questionnaires and cognitive measures. We also compared these carriers with cohorts of individuals presenting with obesity, binge eating disorder or bulimia. RESULTS Response to satiety is gene dosage-dependent in pediatric CNV carriers. Altered satiety response is present in young deletion carriers before the onset of obesity. It remains altered in adolescent carriers and correlates with obesity. Adult deletion carriers exhibit eating behavior similar to that seen in a cohort of obesity without eating disorders such as bulimia or binge eating. None of the cognitive measures are associated with eating behavior or BMI. CONCLUSIONS These findings suggest that abnormal satiety response is a strong contributor to the energy imbalance in 16p11.2 CNV carriers, and, akin to other genetic forms of obesity, altered satiety responsiveness in children precedes the increase in BMI observed later in adolescence.
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Affiliation(s)
- A M Maillard
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - L Hippolyte
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - B Rodriguez-Herreros
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland.,LREN-Département des Neurosciences Cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - S J R A Chawner
- MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - D Dremmel
- Department of Psychology, Clinical Psychology and Psychotherapy, University of Fribourg, Fribourg, Switzerland
| | - Z Agüera
- CIBER Fisiopatologia Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Barcelona, Spain.,Department of Psychiatry, Bellvitge University Hospital-IDIBELL, Barcelona, Spain
| | - A B Fagundo
- CIBER Fisiopatologia Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Barcelona, Spain.,Department of Psychiatry, Bellvitge University Hospital-IDIBELL, Barcelona, Spain
| | - A Pain
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - S Martin-Brevet
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland.,LREN-Département des Neurosciences Cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - A Hilbert
- Integrated Research and Treatment Center Adiposity Diseases, Department of Medical Psychology and Medical SocCiology, University of Leipzig Medical Center, Leipzig, Germany
| | - S Kurz
- Department of Psychology, Clinical Psychology and Psychotherapy, University of Fribourg, Fribourg, Switzerland
| | - R Etienne
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - B Draganski
- LREN-Département des Neurosciences Cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland.,Department of Neurology, Max-Planck Institute for Human Cognitive and Brain Science, Leipzig, Germany
| | - S Jimenez-Murcia
- CIBER Fisiopatologia Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Barcelona, Spain.,Department of Psychiatry, Bellvitge University Hospital-IDIBELL, Barcelona, Spain.,Clinical Sciences Department, School of Medicine, Barcelona, Spain
| | - K Männik
- Estonian Genome Center, Tartu University Hospital, Tartu, Estonia.,Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - A Metspalu
- Estonian Genome Center, Tartu University Hospital, Tartu, Estonia
| | - A Reigo
- Estonian Genome Center, Tartu University Hospital, Tartu, Estonia
| | - B Isidor
- Service de Génétique Médicale, CHU-Nantes, Nantes, France
| | - C Le Caignec
- Service de Génétique Médicale, CHU-Nantes, Nantes, France.,INSERM UMR957, Faculté de Médecine, Nantes, France
| | - A David
- Service de Génétique Médicale, CHU-Nantes, Nantes, France
| | - C Mignot
- AP-HP, Hôpital Pitié-Salpêtrière, Département de Génétique et de Cytogénétique, Unité Fonctionnelle de Génétique Clinique, Paris, France.,Centre de Référence Déficiences Intellectuelles de Causes Rares, Paris, France.,Groupe de Recherche Clinique Déficience Intellectuelle et Autisme, UPMC, Paris, France
| | - B Keren
- Groupe Hospitalier Pitié Salpêtrière, AP-HP, Department of Genetics and Cytogenetics, Paris, France
| | | | - M B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - S Munsch
- Department of Psychology, Clinical Psychology and Psychotherapy, University of Fribourg, Fribourg, Switzerland
| | - F Fernandez-Aranda
- CIBER Fisiopatologia Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Barcelona, Spain.,Department of Psychiatry, Bellvitge University Hospital-IDIBELL, Barcelona, Spain.,Clinical Sciences Department, School of Medicine, Barcelona, Spain
| | - J S Beckmann
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland.,SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - A Reymond
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - S Jacquemont
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
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24
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Männik K, Mägi R, Macé A, Cole B, Guyatt A, Shihab HA, Maillard AM, Alavere H, Kolk A, Reigo A, Mihailov E, Leitsalu L, Ferreira AM, Nõukas M, Teumer A, Salvi E, Cusi D, McGue M, Iacono WG, Gaunt TR, Beckmann JS, Jacquemont S, Kutalik Z, Pankratz N, Timpson N, Metspalu A, Reymond A. Copy number variations and cognitive phenotypes in unselected populations. JAMA 2015; 313:2044-54. [PMID: 26010633 PMCID: PMC4684269 DOI: 10.1001/jama.2015.4845] [Citation(s) in RCA: 117] [Impact Index Per Article: 13.0] [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: 12/14/2022]
Abstract
IMPORTANCE The association of copy number variations (CNVs), differing numbers of copies of genetic sequence at locations in the genome, with phenotypes such as intellectual disability has been almost exclusively evaluated using clinically ascertained cohorts. The contribution of these genetic variants to cognitive phenotypes in the general population remains unclear. OBJECTIVE To investigate the clinical features conferred by CNVs associated with known syndromes in adult carriers without clinical preselection and to assess the genome-wide consequences of rare CNVs (frequency ≤0.05%; size ≥250 kilobase pairs [kb]) on carriers' educational attainment and intellectual disability prevalence in the general population. DESIGN, SETTING, AND PARTICIPANTS The population biobank of Estonia contains 52,000 participants enrolled from 2002 through 2010. General practitioners examined participants and filled out a questionnaire of health- and lifestyle-related questions, as well as reported diagnoses. Copy number variant analysis was conducted on a random sample of 7877 individuals and genotype-phenotype associations with education and disease traits were evaluated. Our results were replicated on a high-functioning group of 993 Estonians and 3 geographically distinct populations in the United Kingdom, the United States, and Italy. MAIN OUTCOMES AND MEASURES Phenotypes of genomic disorders in the general population, prevalence of autosomal CNVs, and association of these variants with educational attainment (from less than primary school through scientific degree) and prevalence of intellectual disability. RESULTS Of the 7877 in the Estonian cohort, we identified 56 carriers of CNVs associated with known syndromes. Their phenotypes, including cognitive and psychiatric problems, epilepsy, neuropathies, obesity, and congenital malformations are similar to those described for carriers of identical rearrangements ascertained in clinical cohorts. A genome-wide evaluation of rare autosomal CNVs (frequency, ≤0.05%; ≥250 kb) identified 831 carriers (10.5%) of the screened general population. Eleven of 216 (5.1%) carriers of a deletion of at least 250 kb (odds ratio [OR], 3.16; 95% CI, 1.51-5.98; P = 1.5e-03) and 6 of 102 (5.9%) carriers of a duplication of at least 1 Mb (OR, 3.67; 95% CI, 1.29-8.54; P = .008) had an intellectual disability compared with 114 of 6819 (1.7%) in the Estonian cohort. The mean education attainment was 3.81 (P = 1.06e-04) among 248 (≥250 kb) deletion carriers and 3.69 (P = 5.024e-05) among 115 duplication carriers (≥1 Mb). Of the deletion carriers, 33.5% did not graduate from high school (OR, 1.48; 95% CI, 1.12-1.95; P = .005) and 39.1% of duplication carriers did not graduate high school (OR, 1.89; 95% CI, 1.27-2.8; P = 1.6e-03). Evidence for an association between rare CNVs and lower educational attainment was supported by analyses of cohorts of adults from Italy and the United States and adolescents from the United Kingdom. CONCLUSIONS AND RELEVANCE Known pathogenic CNVs in unselected, but assumed to be healthy, adult populations may be associated with unrecognized clinical sequelae. Additionally, individually rare but collectively common intermediate-size CNVs may be negatively associated with educational attainment. Replication of these findings in additional population groups is warranted given the potential implications of this observation for genomics research, clinical care, and public health.
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Affiliation(s)
- Katrin Männik
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Reedik Mägi
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Aurélien Macé
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Ben Cole
- University of Minnesota Medical School, Department of Laboratory Medicine & Pathology, 420 Delaware St. SE, Minneapolis, MN 55455, USA
| | - Anna Guyatt
- Bristol Genetic Epidemiology Laboratories, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Hashem A. Shihab
- Bristol Genetic Epidemiology Laboratories, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Anne M. Maillard
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
| | - Helene Alavere
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Anneli Kolk
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Department of Neurology and Neurorehabilitation, Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Anu Reigo
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Evelin Mihailov
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Department of Neurology and Neurorehabilitation, Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Liis Leitsalu
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - Anne-Maud Ferreira
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Margit Nõukas
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, 17475 Greifswald, Germany
| | - Erika Salvi
- Deparment of Health Sciences, University of Milan, Italy
| | - Daniele Cusi
- Deparment of Health Sciences, University of Milan, Italy
- Institute of Biomedical Technologies, Italian National Research Council, Milan, Italy
| | - Matt McGue
- University of Minnesota Department of Psychology, 75 E. River Rd, Minneapolis, MN 55455, USA
| | - William G. Iacono
- University of Minnesota Department of Psychology, 75 E. River Rd, Minneapolis, MN 55455, USA
| | - Tom R. Gaunt
- Bristol Genetic Epidemiology Laboratories, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | | | | | - Zoltán Kutalik
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
- Institute of Social and Preventive Medicine, Lausanne University Hospital (CHUV), Switzerland
| | - Nathan Pankratz
- University of Minnesota Medical School, Department of Laboratory Medicine & Pathology, 420 Delaware St. SE, Minneapolis, MN 55455, USA
| | - Nicholas Timpson
- Bristol Genetic Epidemiology Laboratories, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Department of Neurology and Neurorehabilitation, Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Alexandre Reymond
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
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25
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Maillard AM, Ruef A, Pizzagalli F, Migliavacca E, Hippolyte L, Adaszewski S, Dukart J, Ferrari C, Conus P, Männik K, Zazhytska M, Siffredi V, Maeder P, Kutalik Z, Kherif F, Hadjikhani N, Beckmann JS, Reymond A, Draganski B, Jacquemont S. The 16p11.2 locus modulates brain structures common to autism, schizophrenia and obesity. Mol Psychiatry 2015; 20:140-7. [PMID: 25421402 PMCID: PMC4320286 DOI: 10.1038/mp.2014.145] [Citation(s) in RCA: 125] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Revised: 08/28/2014] [Accepted: 09/17/2014] [Indexed: 01/11/2023]
Abstract
Anatomical structures and mechanisms linking genes to neuropsychiatric disorders are not deciphered. Reciprocal copy number variants at the 16p11.2 BP4-BP5 locus offer a unique opportunity to study the intermediate phenotypes in carriers at high risk for autism spectrum disorder (ASD) or schizophrenia (SZ). We investigated the variation in brain anatomy in 16p11.2 deletion and duplication carriers. Beyond gene dosage effects on global brain metrics, we show that the number of genomic copies negatively correlated to the gray matter volume and white matter tissue properties in cortico-subcortical regions implicated in reward, language and social cognition. Despite the near absence of ASD or SZ diagnoses in our 16p11.2 cohort, the pattern of brain anatomy changes in carriers spatially overlaps with the well-established structural abnormalities in ASD and SZ. Using measures of peripheral mRNA levels, we confirm our genomic copy number findings. This combined molecular, neuroimaging and clinical approach, applied to larger datasets, will help interpret the relative contributions of genes to neuropsychiatric conditions by measuring their effect on local brain anatomy.
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Affiliation(s)
- A M Maillard
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - A Ruef
- LREN—Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - F Pizzagalli
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- LREN—Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - E Migliavacca
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
| | - L Hippolyte
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - S Adaszewski
- LREN—Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - J Dukart
- LREN—Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Department of Neurology, Max-Planck Institute for Human Cognitive and Brain Science, Leipzig, Germany
| | - C Ferrari
- Department of Psychiatry, CERY Hospital Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - P Conus
- Department of Psychiatry, CERY Hospital Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - K Männik
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - M Zazhytska
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - V Siffredi
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - P Maeder
- Department of Radiology, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Z Kutalik
- Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Institute of Social and Preventive Medicine (IUMSP), Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - F Kherif
- LREN—Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - N Hadjikhani
- Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Athinoula A. Martinos Center for Biomedical Imaging, Massachussetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- Gillberg Neuropsychiatry Centre, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - 16p11.2 European Consortium
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- LREN—Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
- Department of Neurology, Max-Planck Institute for Human Cognitive and Brain Science, Leipzig, Germany
- Department of Psychiatry, CERY Hospital Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Department of Radiology, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Institute of Social and Preventive Medicine (IUMSP), Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Athinoula A. Martinos Center for Biomedical Imaging, Massachussetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- Gillberg Neuropsychiatry Centre, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - J S Beckmann
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
| | - A Reymond
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - B Draganski
- LREN—Département des neurosciences cliniques, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
- Department of Neurology, Max-Planck Institute for Human Cognitive and Brain Science, Leipzig, Germany
| | - S Jacquemont
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
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26
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Zufferey F, Sherr EH, Beckmann ND, Hanson E, Maillard AM, Hippolyte L, Macé A, Ferrari C, Kutalik Z, Andrieux J, Aylward E, Barker M, Bernier R, Bouquillon S, Conus P, Delobel B, Faucett WA, Goin-Kochel RP, Grant E, Harewood L, Hunter JV, Lebon S, Ledbetter DH, Martin CL, Männik K, Martinet D, Mukherjee P, Ramocki MB, Spence SJ, Steinman KJ, Tjernagel J, Spiro JE, Reymond A, Beckmann JS, Chung WK, Jacquemont S. A 600 kb deletion syndrome at 16p11.2 leads to energy imbalance and neuropsychiatric disorders. J Med Genet 2013; 49:660-8. [PMID: 23054248 PMCID: PMC3494011 DOI: 10.1136/jmedgenet-2012-101203] [Citation(s) in RCA: 196] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background The recurrent ∼600 kb 16p11.2 BP4-BP5 deletion is among the most frequent known genetic aetiologies of autism spectrum disorder (ASD) and related neurodevelopmental disorders. Objective To define the medical, neuropsychological, and behavioural phenotypes in carriers of this deletion. Methods We collected clinical data on 285 deletion carriers and performed detailed evaluations on 72 carriers and 68 intrafamilial non-carrier controls. Results When compared to intrafamilial controls, full scale intelligence quotient (FSIQ) is two standard deviations lower in carriers, and there is no difference between carriers referred for neurodevelopmental disorders and carriers identified through cascade family testing. Verbal IQ (mean 74) is lower than non-verbal IQ (mean 83) and a majority of carriers require speech therapy. Over 80% of individuals exhibit psychiatric disorders including ASD, which is present in 15% of the paediatric carriers. Increase in head circumference (HC) during infancy is similar to the HC and brain growth patterns observed in idiopathic ASD. Obesity, a major comorbidity present in 50% of the carriers by the age of 7 years, does not correlate with FSIQ or any behavioural trait. Seizures are present in 24% of carriers and occur independently of other symptoms. Malformations are infrequently found, confirming only a few of the previously reported associations. Conclusions The 16p11.2 deletion impacts in a quantitative and independent manner FSIQ, behaviour and body mass index, possibly through direct influences on neural circuitry. Although non-specific, these features are clinically significant and reproducible. Lastly, this study demonstrates the necessity of studying large patient cohorts ascertained through multiple methods to characterise the clinical consequences of rare variants involved in common diseases.
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Affiliation(s)
- Flore Zufferey
- Service de Génétique Médicale, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
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