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Verbesselt J, Walsh LK, Mitchel MW, Taylor CM, Finucane BM, Breckpot J, Zink I, Swillen A. Association of behavioural and social-communicative profiles in children with 16p11.2 copy number variants: a multi-site study. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2024; 68:969-984. [PMID: 38657658 DOI: 10.1111/jir.13141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 02/29/2024] [Accepted: 03/29/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND Despite the established knowledge that recurrent copy number variants (CNVs) at the 16p11.2 locus BP4-BP5 confer risk for behavioural and language difficulties, limited research has been conducted on the association between behavioural and social-communicative profiles. The current study aims to further delineate the prevalence, nature and severity of, and the association between, behavioural and social-communicative features of school-aged children with 16p11.2 deletion syndrome (16p11.2DS) and 16p11.2 duplication (16p11.2Dup). METHODS A total of 68 individuals (n = 47 16p11.2DS and n = 21 16p11.2Dup) aged 6-17 years participated. Standardised intelligence tests were administered, and behavioural and social-communicative skills were assessed by standardised questionnaires. Scores of both groups were compared with population norms and across CNVs. The influence of confounding factors was investigated, and correlation analyses were performed. RESULTS Compared with the normative sample, children with 16p11.2DS showed high rates of social responsiveness (67%) and communicative problems (69%), while approximately half (52%) of the patients displayed behavioural problems. Children with 16p11.2Dup demonstrated even higher rates of social-communicative problems (80-90%) with statistically significantly more externalising and overall behavioural challenges (89%). In both CNV groups, there was a strong positive correlation between behavioural and social-communicative skills. CONCLUSIONS School-aged children with 16p11.2 CNVs show high rates of behavioural, social responsiveness and communicative problems compared with the normative sample. These findings point to the high prevalence of autistic traits and diagnoses in these CNV populations. Moreover, there is a high comorbidity between behavioural and social-communicative problems. Patients with difficulties in both domains are vulnerable and need closer clinical follow-up and care.
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Affiliation(s)
- J Verbesselt
- Department of Human Genetics, KU Leuven, Leuven, Belgium
- Research Group Experimental Oto-Rhino-Laryngology (ExpORL), Department of Neurosciences, Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - L K Walsh
- Autism & Developmental Medicine Institute, Geisinger, Lewisburg, PA, USA
| | - M W Mitchel
- Autism & Developmental Medicine Institute, Geisinger, Lewisburg, PA, USA
| | - C M Taylor
- Autism & Developmental Medicine Institute, Geisinger, Lewisburg, PA, USA
| | - B M Finucane
- Autism & Developmental Medicine Institute, Geisinger, Lewisburg, PA, USA
| | - J Breckpot
- Department of Human Genetics, KU Leuven, Leuven, Belgium
- Centre for Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | - I Zink
- Research Group Experimental Oto-Rhino-Laryngology (ExpORL), Department of Neurosciences, Leuven Brain Institute, KU Leuven, Leuven, Belgium
- MUCLA, Department of Otorhinolaryngology, Head and Neck Surgery, University Hospitals Leuven, Leuven, Belgium
| | - A Swillen
- Department of Human Genetics, KU Leuven, Leuven, Belgium
- Centre for Human Genetics, University Hospitals Leuven, Leuven, Belgium
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Gur RC, Bearden CE, Jacquemont S, Swillen A, van Amelsvoort T, van den Bree M, Vorstman J, Sebat J, Ruparel K, Gallagher RS, McClellan E, White L, Crowley TB, Giunta V, Kushan L, O'Hora K, Verbesselt J, Vandensande A, Vingerhoets C, van Haelst M, Hall J, Harwood J, Chawner SJRA, Patel N, Palad K, Hong O, Guevara J, Martin CO, Jizi K, Bélanger AM, Scherer SW, Bassett AS, McDonald-McGinn DM, Gur RE. Neurocognitive profiles of 22q11.2 and 16p11.2 deletions and duplications. Mol Psychiatry 2024:10.1038/s41380-024-02661-y. [PMID: 39048645 DOI: 10.1038/s41380-024-02661-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 06/26/2024] [Accepted: 07/02/2024] [Indexed: 07/27/2024]
Abstract
Rare recurrent copy number variants (CNVs) at chromosomal loci 22q11.2 and 16p11.2 are genetic disorders with lifespan risk for neuropsychiatric disorders. Microdeletions and duplications are associated with neurocognitive deficits, yet few studies compared these groups using the same measures to address confounding measurement differences. We report a prospective international collaboration applying the same computerized neurocognitive assessment, the Penn Computerized Neurocognitive Battery (CNB), administered in a multi-site study on rare genomic disorders: 22q11.2 deletions (n = 492); 22q11.2 duplications (n = 106); 16p11.2 deletion (n = 117); and 16p11.2 duplications (n = 46). Domains examined include executive functions, episodic memory, complex cognition, social cognition, and psychomotor speed. Accuracy and speed for each domain were included as dependent measures in a mixed-model repeated measures analysis. Locus (22q11.2, 16p11.2) and Copy number (deletion/duplication) were grouping factors and Measure (accuracy, speed) and neurocognitive domain were repeated measures factors, with Sex and Site as covariates. We also examined correlation with IQ. We found a significant Locus × Copy number × Domain × Measure interaction (p = 0.0004). 22q11.2 deletions were associated with greater performance accuracy deficits than 22q11.2 duplications, while 16p11.2 duplications were associated with greater specific deficits than 16p11.2 deletions. Duplications at both loci were associated with reduced speed compared to deletions. Performance profiles differed among the groups with particularly poor memory performance of the 22q11.2 deletion group while the 16p11.2 duplication group had greatest deficits in complex cognition. Average accuracy on the CNB was moderately correlated with Full Scale IQ. Deletions and duplications of 22q11.2 and 16p11.2 have differential effects on accuracy and speed of neurocognition indicating locus specificity of performance profiles. These profile differences can help inform mechanistic substrates to heterogeneity in presentation and outcome, and can only be established in large-scale international consortia using the same neurocognitive assessment. Future studies could aim to link performance profiles to clinical features and brain function.
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Affiliation(s)
- Ruben C Gur
- Lifespan Brain Institute of the Children's Hospital of Philadelphia (CHOP) and Penn Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Carrie E Bearden
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Department of Psychology, University of California, Los Angeles, CA, USA
- Neuroscience Interdepartmental Program, University of California, Los Angeles, CA, USA
| | - Sebastien Jacquemont
- Department of Pediatrics, University of Montreal, Montreal, QC, Canada
- Sainte Justine Hospital Research Center, Montreal, QC, Canada
| | - Ann Swillen
- Centre for Human Genetics, University Hospital Gasthuisberg and Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Therese van Amelsvoort
- Department of Psychiatry & Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Marianne van den Bree
- Centre for Neuropsychiatric Genetics and Genomics Division of Psychological Medicine and Clinical Neurosciences Cardiff, Cardiff, UK
| | - Jacob Vorstman
- Department of Psychiatry, Program in Genetics and Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jonathan Sebat
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Kosha Ruparel
- Lifespan Brain Institute of the Children's Hospital of Philadelphia (CHOP) and Penn Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Sean Gallagher
- Lifespan Brain Institute of the Children's Hospital of Philadelphia (CHOP) and Penn Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Emily McClellan
- Lifespan Brain Institute of the Children's Hospital of Philadelphia (CHOP) and Penn Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lauren White
- Lifespan Brain Institute of the Children's Hospital of Philadelphia (CHOP) and Penn Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Terrence Blaine Crowley
- Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania; 22q and You Center, Clinical Genetics Center, and Section of Genetic Counseling, CHOP, Philadelphia, PA, USA
| | - Victoria Giunta
- Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania; 22q and You Center, Clinical Genetics Center, and Section of Genetic Counseling, CHOP, Philadelphia, PA, USA
| | - Leila Kushan
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Kathleen O'Hora
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Neuroscience Interdepartmental Program, University of California, Los Angeles, CA, USA
| | - Jente Verbesselt
- Centre for Human Genetics, University Hospital Gasthuisberg and Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Ans Vandensande
- Centre for Human Genetics, University Hospital Gasthuisberg and Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Claudia Vingerhoets
- Department of Psychiatry & Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Mieke van Haelst
- Department of Psychiatry & Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Jessica Hall
- Centre for Neuropsychiatric Genetics and Genomics Division of Psychological Medicine and Clinical Neurosciences Cardiff, Cardiff, UK
| | - Janet Harwood
- Centre for Neuropsychiatric Genetics and Genomics Division of Psychological Medicine and Clinical Neurosciences Cardiff, Cardiff, UK
| | - Samuel J R A Chawner
- Centre for Neuropsychiatric Genetics and Genomics Division of Psychological Medicine and Clinical Neurosciences Cardiff, Cardiff, UK
| | - Nishi Patel
- Department of Psychiatry, Program in Genetics and Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
| | - Katrina Palad
- Department of Psychiatry, Program in Genetics and Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
| | - Oanh Hong
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - James Guevara
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | | | - Khadije Jizi
- Sainte Justine Hospital Research Center, Montreal, QC, Canada
| | | | - Stephen W Scherer
- Department of Psychiatry, Program in Genetics and Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
| | - Anne S Bassett
- Dalglish Family 22q Clinic and Toronto General Hospital Research Institute, University Health Network; Clinical Genetics Research Program and Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health; Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Donna M McDonald-McGinn
- Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania; 22q and You Center, Clinical Genetics Center, and Section of Genetic Counseling, CHOP, Philadelphia, PA, USA
- Department of Human Biology and Medical Genetics, Sapienza University, Rome, Italy
| | - Raquel E Gur
- Lifespan Brain Institute of the Children's Hospital of Philadelphia (CHOP) and Penn Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Schmock H, Stevenson MP, Hanebaum S, Vangkilde A, Rosengren A, Weinsheimer SM, Skovby F, Olesen C, Ullum H, Baaré WFC, Siebner HR, Didriksen M, Werge T, Olsen L, Jepsen JRM. Clinical segmentation in 22q11.2 deletion syndrome: Cognitive impairments and additional genetic load. J Psychiatr Res 2024; 177:153-161. [PMID: 39018710 DOI: 10.1016/j.jpsychires.2024.06.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 01/29/2024] [Accepted: 06/17/2024] [Indexed: 07/19/2024]
Abstract
The 22q11.2 deletion syndrome (22q11.2DS) is associated with high psychiatric morbidity. However, large phenotypic heterogeneity hampers early detection of 22q11.2DS individuals at highest risk. Here, we investigated whether individuals with 22q11.2DS can be subdivided into clinically relevant subgroups based on their severity of cognitive impairments and whether such subgroups differ in polygenic risk. Using a cross-sectional design, we examined the number of lifetime psychiatric diagnoses and polygenic risk scores for schizophrenia in an unselected nationwide biobank cohort of individuals with 22q11.2DS (n = 183). Approximately 35% of this sample, aged 10-30 years, had a history with one or more psychiatric diagnosis. In a representative nested subgroup of 28 children and youth, we performed additional comprehensive cognitive evaluation and assessed psychiatric symptoms. Unsupervised hierarchical cluster analysis was performed to divide the subgroup of 22q11.2DS individuals, based on their performance on the cognitive testing battery. This produced two groups that did not differ in mean age or gender composition, but were characterized by low cognitive (LF) and high cognitive (HF) functional levels. The LF group, which had significantly lower global cognitive functioning scores, also displayed higher negative symptom scores; whereas, the HF group displayed lower rate of current psychiatric disorders than the LF group and the reminder of the biobank cohort. The polygenic risk score for schizophrenia was insignificantly lower for the low functioning group than for the high functioning group, after adjustment. Cognitive functioning may provide useful information on psychiatric risk.
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Affiliation(s)
- H Schmock
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, DK-4000 Roskilde, Denmark
| | - Matt P Stevenson
- Lundbeck Foundation Center for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS) and Center for Neuropsychiatric Schizophrenia Research (CNSR), Mental Health Center Glostrup, Copenhagen University Hospital, DK-2600 Glostrup, Copenhagen, Denmark
| | - S Hanebaum
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, DK-4000 Roskilde, Denmark
| | - A Vangkilde
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, DK-4000 Roskilde, Denmark
| | - A Rosengren
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, DK-4000 Roskilde, Denmark
| | - S M Weinsheimer
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, DK-4000 Roskilde, Denmark
| | - F Skovby
- Department of Clinical Genetics, Zealand University Hospital, DK-4000 Roskilde, Denmark; Department of Clinical Medicine, University of Copenhagen, DK-2200 Copenhagen N, Denmark
| | - C Olesen
- Department of Pediatrics, Aarhus University Hospital, DK-8000 Aarhus C, Denmark
| | - H Ullum
- Statens Serum Institut, Artillerivej 5, DK-2300 Copenhagen S, Denmark
| | - W F C Baaré
- Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Hvidovre, DK-2650 Hvidovre, Denmark
| | - H R Siebner
- Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Hvidovre, DK-2650 Hvidovre, Denmark; Child and Adolescent Mental Health Center, Copenhagen University Hospital, DK-2600 Glostrup, Copenhagen, Denmark
| | - M Didriksen
- H. Lundbeck A/S, Ottiliavej 9, DK-2500 Valby, Denmark
| | - T Werge
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, DK-4000 Roskilde, Denmark; Department of Clinical Medicine, University of Copenhagen, DK-2200 Copenhagen N, Denmark
| | - L Olsen
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, DK-4000 Roskilde, Denmark
| | - J R M Jepsen
- Lundbeck Foundation Center for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS) and Center for Neuropsychiatric Schizophrenia Research (CNSR), Mental Health Center Glostrup, Copenhagen University Hospital, DK-2600 Glostrup, Copenhagen, Denmark; Child and Adolescent Mental Health Center, Copenhagen University Hospital, DK-2600 Glostrup, Copenhagen, Denmark.
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Cabral APC, Horovitz DDG, Santos LN, de Carvalho AO, Wigg CMD, Castaneda L, Simon L, Ribeiro CTM. The 22q11.2 Deletion Syndrome from A Biopsychosocial Perspective: A Series of Cases with an ICF-Based Approach. CHILDREN (BASEL, SWITZERLAND) 2024; 11:767. [PMID: 39062217 PMCID: PMC11274497 DOI: 10.3390/children11070767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/14/2024] [Accepted: 06/05/2024] [Indexed: 07/28/2024]
Abstract
The 22q11.2 deletion syndrome (DS) can have a significant impact on functionality. The purpose was to describe 22q11.2DS children with functioning from a biopsychosocial perspective, focusing on the impact of children's health condition from domains of the International Classification of Functioning, Disability, and Health (ICF). METHODS A descriptive, cross-sectional case series study with seven 22q11.2DS children. A questionnaire with an ICF checklist for 22q11.2DS was completed using a structured interview. The Wechsler Abbreviated Scale of Intelligence (WASI) was used to determine the Intelligence Quotient (IQ). RESULTS Seven participants from 7 to 12 years old, presented some level of IQ impairment. It was observed that 22q11.2DS children experience significant intellectual, cognitive, and speech impairments across ICF Body Function domains. Impairments related to nose and pharynx were found in only one patient. The most relevant categories considered limitations in the Activity and Participation components pertained to producing nonverbal messages, communication, handling stress, and social interaction. Family, health professionals, and acquaintances were perceived as facilitators in the component Environmental Factors. CONCLUSION The sample has its functioning affected by aspects that go beyond impairments in body structure and function. The organization of information from the perspective of the ICF is a different approach that helps clinical reasoning.
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Affiliation(s)
- Ana Paula Corrêa Cabral
- National Institute of Women’s, Children’s and Adolescents’ Health Fernandes Figueira (IFF/Fiocruz), Rio de Janeiro 22250-020, RJ, Brazil; (A.P.C.C.); (L.N.S.); (A.O.d.C.); (C.T.M.R.)
| | - Dafne Dain Gandelman Horovitz
- National Institute of Women’s, Children’s and Adolescents’ Health Fernandes Figueira (IFF/Fiocruz), Rio de Janeiro 22250-020, RJ, Brazil; (A.P.C.C.); (L.N.S.); (A.O.d.C.); (C.T.M.R.)
| | - Lidiane Nogueira Santos
- National Institute of Women’s, Children’s and Adolescents’ Health Fernandes Figueira (IFF/Fiocruz), Rio de Janeiro 22250-020, RJ, Brazil; (A.P.C.C.); (L.N.S.); (A.O.d.C.); (C.T.M.R.)
| | - Amanda Oliveira de Carvalho
- National Institute of Women’s, Children’s and Adolescents’ Health Fernandes Figueira (IFF/Fiocruz), Rio de Janeiro 22250-020, RJ, Brazil; (A.P.C.C.); (L.N.S.); (A.O.d.C.); (C.T.M.R.)
| | - Cristina Maria Duarte Wigg
- Psychology Institute, Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, RJ, Brazil;
| | - Luciana Castaneda
- Faculty of Physical Therapy, Federal Institute of Rio de Janeiro (IFRJ), Rio de Janeiro 21710-040, RJ, Brazil;
| | - Liane Simon
- Faculty of Art, Health and Social Science, MSH Medical School Hamburg, 20457 Hamburg, Germany;
| | - Carla Trevisan Martins Ribeiro
- National Institute of Women’s, Children’s and Adolescents’ Health Fernandes Figueira (IFF/Fiocruz), Rio de Janeiro 22250-020, RJ, Brazil; (A.P.C.C.); (L.N.S.); (A.O.d.C.); (C.T.M.R.)
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Hall JH, Chawner SJRA, Wolstencroft J, Skuse D, Hall J, Holmans P, Owen MJ, van den Bree MBM. Irritability in young people with copy number variants associated with neurodevelopmental disorders (ND-CNVs). Transl Psychiatry 2024; 14:259. [PMID: 38890284 PMCID: PMC11189457 DOI: 10.1038/s41398-024-02975-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 05/20/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024] Open
Abstract
A range of rare mutations involving micro-deletion or -duplication of genetic material (copy number variants (CNVs)) have been associated with high neurodevelopmental and psychiatric risk (ND-CNVs). Irritability is frequently observed in childhood neurodevelopmental conditions, yet its aetiology is largely unknown. Genetic variation may play a role, but there is a sparsity of studies investigating the presentation of irritability in young people with ND-CNVs. This study aimed to investigate whether there is a difference in irritability in young people with rare ND-CNVs compared to those without ND-CNVs, and to what extent irritability is associated with psychiatric diagnoses and cognitive ability (IQ). Irritability and broader psychopathology were assessed in 485 young people with ND-CNVs and 164 sibling controls, using the child and adolescent psychiatric assessment. Autism was assessed using the social communication questionnaire, and intelligence quotient (IQ) by the Wechsler abbreviated scale of intelligence. Fifty four percent of young people with ND-CNVs met the threshold for irritability; significantly more than controls (OR = 3.77, CI = 3.07-7.90, p = 5.31 × 10-11). When controlling for the presence of other psychiatric comorbidities, ND-CNV status was still associated with irritability. There was no evidence for a relationship between irritability and IQ. Irritability is an important aspect of the clinical picture in young people with ND-CNVs. This work shows that genetic variation is associated with irritability in young people with ND-CNVs, independent of psychiatric comorbidities or IQ impairment. Clinicians should be aware of this increased risk to inform management and interventions.
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Affiliation(s)
- Jessica H Hall
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Samuel J R A Chawner
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Jeanne Wolstencroft
- BRC Great Ormond Street Institute of Child Health, University College London, London, UK
| | - David Skuse
- BRC Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Jeremy Hall
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Innovation Institute, Cardiff University, Cardiff, UK
| | - Peter Holmans
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Innovation Institute, Cardiff University, Cardiff, UK
| | - Michael J Owen
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
- Neuroscience and Mental Health Innovation Institute, Cardiff University, Cardiff, UK
| | - Marianne B M van den Bree
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.
- Neuroscience and Mental Health Innovation Institute, Cardiff University, Cardiff, UK.
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Sefik E, Guest RM, Aberizk K, Espana R, Goines K, Novacek DM, Murphy MM, Goldman-Yassen AE, Cubells JF, Ousley O, Li L, Shultz S, Walker EF, Mulle JG. Psychosis spectrum symptoms among individuals with schizophrenia-associated copy number variants and evidence of cerebellar correlates of symptom severity. Psychiatry Res 2024; 335:115867. [PMID: 38537595 DOI: 10.1016/j.psychres.2024.115867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 03/14/2024] [Accepted: 03/20/2024] [Indexed: 04/14/2024]
Abstract
The 3q29 deletion (3q29Del) is a copy number variant (CNV) with one of the highest effect sizes for psychosis-risk (>40-fold). Systematic research offers avenues for elucidating mechanism; however, compared to CNVs like 22q11.2Del, 3q29Del remains understudied. Emerging findings indicate that posterior fossa abnormalities are common among carriers, but their clinical relevance is unclear. We report the first in-depth evaluation of psychotic symptoms in participants with 3q29Del (N=23), using the Structured Interview for Psychosis-Risk Syndromes, and compare this profile to 22q11.2Del (N=31) and healthy controls (N=279). We also explore correlations between psychotic symptoms and posterior fossa abnormalities. Cumulatively, 48% of the 3q29Del sample exhibited a psychotic disorder or attenuated positive symptoms, with a subset meeting criteria for clinical high-risk. 3q29Del had more severe ratings than controls on all domains and only exhibited less severe ratings than 22q11.2Del in negative symptoms; ratings demonstrated select sex differences but no domain-wise correlations with IQ. An inverse relationship was identified between positive symptoms and cerebellar cortex volume in 3q29Del, documenting the first clinically-relevant neuroanatomical connection in this syndrome. Our findings characterize the profile of psychotic symptoms in the largest 3q29Del sample reported to date, contrast with another high-impact CNV, and highlight cerebellar involvement in psychosis-risk.
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Affiliation(s)
- Esra Sefik
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA; Department of Psychology, Emory University, Atlanta, GA, USA
| | - Ryan M Guest
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Katrina Aberizk
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Roberto Espana
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Katrina Goines
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Derek M Novacek
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA; Desert Pacific Mental Illness, Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Melissa M Murphy
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Adam E Goldman-Yassen
- Department of Radiology, Children's Healthcare of Atlanta, Atlanta, GA, USA; Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Joseph F Cubells
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Opal Ousley
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Longchuan Li
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA; Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Sarah Shultz
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA; Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Elaine F Walker
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Jennifer G Mulle
- Department of Psychiatry, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA; Center for Advanced Biotechnology and Medicine, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA.
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7
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Doherty JL, Cunningham AC, Chawner SJRA, Moss HM, Dima DC, Linden DEJ, Owen MJ, van den Bree MBM, Singh KD. Atypical cortical networks in children at high-genetic risk of psychiatric and neurodevelopmental disorders. Neuropsychopharmacology 2024; 49:368-376. [PMID: 37402765 PMCID: PMC7615386 DOI: 10.1038/s41386-023-01628-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 05/04/2023] [Accepted: 06/01/2023] [Indexed: 07/06/2023]
Abstract
Although many genetic risk factors for psychiatric and neurodevelopmental disorders have been identified, the neurobiological route from genetic risk to neuropsychiatric outcome remains unclear. 22q11.2 deletion syndrome (22q11.2DS) is a copy number variant (CNV) syndrome associated with high rates of neurodevelopmental and psychiatric disorders including autism spectrum disorder (ASD), attention deficit hyperactivity disorder (ADHD) and schizophrenia. Alterations in neural integration and cortical connectivity have been linked to the spectrum of neuropsychiatric disorders seen in 22q11.2DS and may be a mechanism by which the CNV acts to increase risk. In this study, magnetoencephalography (MEG) was used to investigate electrophysiological markers of local and global network function in 34 children with 22q11.2DS and 25 controls aged 10-17 years old. Resting-state oscillatory activity and functional connectivity across six frequency bands were compared between groups. Regression analyses were used to explore the relationships between these measures, neurodevelopmental symptoms and IQ. Children with 22q11.2DS had altered network activity and connectivity in high and low frequency bands, reflecting modified local and long-range cortical circuitry. Alpha and theta band connectivity were negatively associated with ASD symptoms while frontal high frequency (gamma band) activity was positively associated with ASD symptoms. Alpha band activity was positively associated with cognitive ability. These findings suggest that haploinsufficiency at the 22q11.2 locus impacts short and long-range cortical circuits, which could be a mechanism underlying neurodevelopmental and psychiatric vulnerability in this high-risk group.
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Affiliation(s)
- Joanne L Doherty
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK.
- Cardiff University's Brain Research Imaging Centre (CUBRIC), School of Psychology, College of Biomedical and Life Sciences, Cardiff University, Cardiff, UK.
| | - Adam C Cunningham
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Samuel J R A Chawner
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Hayley M Moss
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Diana C Dima
- Cardiff University's Brain Research Imaging Centre (CUBRIC), School of Psychology, College of Biomedical and Life Sciences, Cardiff University, Cardiff, UK
| | - David E J Linden
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
- Cardiff University's Brain Research Imaging Centre (CUBRIC), School of Psychology, College of Biomedical and Life Sciences, Cardiff University, Cardiff, UK
| | - Michael J Owen
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Marianne B M van den Bree
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Krish D Singh
- Cardiff University's Brain Research Imaging Centre (CUBRIC), School of Psychology, College of Biomedical and Life Sciences, Cardiff University, Cardiff, UK
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Gur R, Bearden C, Jacquemont S, Jizi K, Amelsvoort van T, van den Bree M, Vorstman J, Sebat J, Ruparel K, Gallagher R, Swillen A, McClellan E, White L, Crowley T, Giunta V, Kushan L, O'Hora K, Verbesselt J, Vandensande A, Vingerhoets C, van Haelst M, Hall J, Harwood J, Chawner S, Patel N, Palad K, Hong O, Guevara J, Martin CO, Bélanger AM, Scherer S, Bassett A, McDonald-McGinn D, Gur R. Neurocognitive Profiles of 22q11.2 and 16p11.2 Deletions and Duplications. RESEARCH SQUARE 2023:rs.3.rs-3393845. [PMID: 38234766 PMCID: PMC10793509 DOI: 10.21203/rs.3.rs-3393845/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
Rare recurrent copy number variants (CNVs) at chromosomal loci 22q11.2 and 16p11.2 are among the most common rare genetic disorders associated with significant risk for neuropsychiatric disorders across the lifespan. Microdeletions and duplications in these loci are associated with neurocognitive deficits, yet there are few studies comparing these groups using the same measures. We address this gap in a prospective international collaboration applying the same computerized neurocognitive assessment. The Penn Computerized Neurocognitive Battery (CNB) was administered in a multi-site study on rare genomic disorders: 22q11.2 deletion (n = 397); 22q11.2 duplication (n = 77); 16p11.2 deletion (n = 94); and 16p11.2 duplication (n = 26). Domains examined include executive functions, episodic memory, complex cognition, social cognition, and sensori-motor speed. Accuracy and speed for each neurocognitive domain were included as dependent measures in a mixed-model repeated measures analysis, with locus (22q11.2, 16p11.2) and copy number (deletion/duplication) as grouping factors and neurocognitive domain as a repeated measures factor, with age and sex as covariates. We also examined correlation with IQ and site effects. We found that 22q11.2 deletions were associated with greater deficits in overall performance accuracy than 22q11.2 duplications, while 16p11.2 duplications were associated with greater deficits than 16p11.2 deletions. Duplications at both loci were associated with reduced speed. Performance profiles differed among the groups with particularly poor performance of 16p11.2 duplication on non-verbal reasoning and social cognition. Average accuracy on the CNB was moderately correlated with Full Scale IQ. No site effects were observed. Deletions and duplications of 22q11.2 and 16p11.2 have varied effects on neurocognition indicating locus specificity, with performance profiles differing among the groups. These profile differences can help inform mechanistic substrates to heterogeneity in presentation and outcome. Future studies could aim to link performance profiles to clinical features and brain function.
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Hall JH, Chawner SJRA, Wolstencroft J, Skuse D, Holmans P, Owen MJ, van den Bree MBM. Irritability in young people with copy number variants associated with neurodevelopmental disorders (ND-CNVs). MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.05.23299440. [PMID: 38106165 PMCID: PMC10723492 DOI: 10.1101/2023.12.05.23299440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Background A range of rare mutations involving micro-deletion or -duplication of genetic material (copy number variants (CNVs)) have been associated with high neurodevelopmental and psychiatric risk (ND-CNVs). Irritability is frequently observed in childhood neurodevelopmental conditions, yet its aetiology is largely unknown. Genetic variation may play a role, but there is a sparsity of studies investigating presentation of irritability in young people with ND-CNVs. Aims This study aimed to investigate whether there is a difference in irritability in young people with rare ND-CNVs compared to those without ND-CNVs, and to what extent irritability is associated with psychiatric diagnoses and cognitive ability (IQ). Methods Irritability and broader psychopathology was assessed in 485 young people with ND-CNVs and 164 sibling controls, using the child and adolescent psychiatric assessment (CAPA). Autism was assessed using the Social Communication Questionnaire (SCQ), and Intelligence Quotient (IQ) by the Wechsler Abbreviated Scale of Intelligence (WASI). Results 54% of young people with ND-CNVs met the threshold for irritability; significantly more than controls (OR = 3.77, CI = 3.07-7.90, p= 5.31 × 10-11). When controlling for the presence of other psychiatric comorbidities, ND-CNV status was still associated with irritability. There was no evidence for a relationship between irritability and IQ. Conclusions Irritability is an important aspect of the clinical picture in young people with ND-CNVs. This work shows that genetic variation is associated with irritability in young people with ND-CNVs, independent of psychiatric comorbidities or IQ impairment. Clinicians should be aware of this increased risk to inform management and interventions.
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Affiliation(s)
- Jessica H Hall
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
| | - Samuel J R A Chawner
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
| | - Jeanne Wolstencroft
- BRC Great Ormond Street Institute of Child Health, University College London
| | - David Skuse
- BRC Great Ormond Street Institute of Child Health, University College London
| | - Peter Holmans
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
| | - Michael J Owen
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
| | - Marianne B M van den Bree
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
- Neuroscience and Mental Health Innovation Institute, Cardiff University, Cardiff, United Kingdom
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Niarchou M, Cunningham AC, Chawner SJRA, Moulding H, Sopp M, Hall J, Owen MJ, van den Bree MBM. Psychopathology in mothers of children with pathogenic Copy Number Variants. J Med Genet 2023; 60:706-711. [PMID: 36446581 PMCID: PMC10359584 DOI: 10.1136/jmg-2022-108752] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 11/10/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND Caring for children with pathogenic neurodevelopmental Copy Number Variants (CNVs) (ie, deletions and duplications of genetic material) can place a considerable burden on parents and their quality of life. Our study is the first to examine the frequency of psychiatric diagnoses in mothers of children with CNVs compared with the frequency of psychiatric problems in age-matched mothers from a large community study. METHODS Case-control study. 268 mothers of children with a CNV diagnosed in a medical genetics clinic and 2680 age-matched mothers taking part in the Avon Longitudinal Study of Parents and Children study. RESULTS Mothers of children with CNVs reported higher frequency of depression, anorexia, bulimia, alcohol abuse and drug addiction problems compared with the age-matched mothers from the community sample. Focusing on psychiatric problems arising immediately after the birth of the index child, we found that the levels of depression symptoms were similar between the two groups (48% in mothers of children with CNVs vs 44% in mothers of the community sample, p=0.43), but mothers of children with CNVs had higher frequency of anxiety symptoms (55%) compared with mothers from the community sample (30%, p=0.03). CONCLUSION Our study highlights the need for healthcare providers to devise treatment plans that not only focus on meeting the child's needs but also assess and, if needed, address the mental health needs of the parent.
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Affiliation(s)
- Maria Niarchou
- Vanderbilt Genetics Institute, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Adam C Cunningham
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Samuel J R A Chawner
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
- Centre for Human Development Science, School of Psychology, Cardiff University, Cardiff, UK
| | - Hayley Moulding
- Biotechnology and Biological Sciences Research Council, Swindon, UK
| | - Matthew Sopp
- Psychology Department, University of Southampton, Southampton, UK
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
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Schaffer L, Rau S, Clasen L, Warling A, Whitman ET, Nadig A, McDermott C, Xenophontos A, Wilson K, Blumenthal J, Torres E, Raznahan A. X- vs. Y-Chromosome Influences on Human Behavior: A Deep Phenotypic Comparison of Psychopathology in XXY and XYY Syndromes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.06.19.23291614. [PMID: 37502878 PMCID: PMC10371113 DOI: 10.1101/2023.06.19.23291614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Do different genetic disorders impart different psychiatric risk profiles? This question has major implications for biological and translational aspects of psychiatry, but has been difficult to tackle given limited access to shared batteries of fine-grained clinical data across genetic disorders. Using a new suite of generalizable analytic approaches, we examine gold-standard diagnostic ratings, scores on 66 dimensional measures of psychopathology, and measures of cognition and functioning in two different sex chromosome aneuploidies (SCAs) - Klinefelter (XXY/KS) and XYY syndrome (n=102 and 64 vs. n=74 and 60 matched XY controls, total n=300). We focus on SCAs for their high collective prevalence, informativeness regarding differential X- vs. Y-chromosome effects, and potential relevance for normative sex differences. We show that XXY/KS elevates rates for most psychiatric diagnoses as previously reported for XYY, but disproportionately so for anxiety disorders. Fine-mapping across all 66 traits provides a detailed profile of psychopathology in XXY/KS which is strongly correlated with that of XYY (r=.75 across traits) and robust to ascertainment biases, but reveals: (i) a greater penetrance of XYY than KS/XXY for most traits except mood/anxiety problems, and (ii) a disproportionate impact of XYY vs. XXY/KS on social problems. XXY/KS and XXY showed a similar coupling of psychopathology with adaptive function and caregiver strain, but not IQ. This work provides new tools for deep-phenotypic comparisons of genetic disorders in psychiatry and uses these to detail unique and shared effects of the X- and Y-chromosome on human behavior.
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Affiliation(s)
- Lukas Schaffer
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Srishti Rau
- Center for Autism Spectrum Disorders and Division of Neuropsychology, Children’s National Hospital, Washington DC, USA
| | - Liv Clasen
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Allysa Warling
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Ethan T. Whitman
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Ajay Nadig
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Cassidy McDermott
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Anastasia Xenophontos
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Kathleen Wilson
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Jonathan Blumenthal
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Erin Torres
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Armin Raznahan
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
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Chawner SJRA, Paine AL, Dunn MJ, Walsh A, Sloane P, Thomas M, Evans A, Hopkins‐Jones L, Struik S, Hall J, Erichsen JT, Leekam SR, Owen MJ, Hay D, van den Bree MBM. Neurodevelopmental dimensional assessment of young children at high genomic risk of neuropsychiatric conditions. JCPP ADVANCES 2023; 3:e12162. [PMID: 37753151 PMCID: PMC10519742 DOI: 10.1002/jcv2.12162] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 03/13/2023] [Indexed: 09/28/2023] Open
Abstract
Background Individuals with 22q11.2 deletion are at considerably increased risk of neurodevelopmental and psychiatric conditions. There have been very few studies investigating how this risk manifests in early childhood and what factors may underlie developmental variability. Insights into this can elucidate transdiagnostic markers of risk that may underlie later development of neuropsychiatric outcomes. Methods Thirty two children with 22q11.2 Deletion Syndrome (22q11.2DS) (mean age = 4.1 [SD = 1.2] years) and 12 sibling controls (mean age = 4.1 [SD = 1.5] years) underwent in-depth dimensional phenotyping across several developmental domains selected as being potential early indicators of neurodevelopmental and psychiatric liability. Comparisons were conducted of the dimensional developmental phenotype of 22q11.2DS and sibling controls. For autistic traits, both parents and children were phenotyped using the Social Responsiveness Scale. Results Young children with 22q11.2DS exhibited large impairments (Hedge's g ≥ 0.8) across a range of developmental domains relative to sibling controls, as well as high rates of transdiagnostic neurodevelopmental and psychiatric traits. Cluster analysis revealed a subgroup of children with 22q11.2DS (n = 16; 53%) in whom neurodevelopmental and psychiatric liability was particularly increased and who differed from other children with 22q11.2DS and non-carrier siblings. Exploratory analyses revealed that early motor and sleep impairments indexed liability for neurodevelopmental and psychiatric outcomes. Maternal autism trait scores were predictive of autism traits in children with 22q11.2DS (intraclass correlation coefficients = 0.47, p = 0.046, n = 31). Conclusions Although psychiatric conditions typically emerge later in adolescence and adulthood in 22q11.2DS, our exploratory study was able to identify a range of early risk indicators. Furthermore, findings indicate the presence of a subgroup who appeared to have increased neurodevelopmental and psychiatric liability. Our findings highlight the scope for future studies of early risk mechanisms and early intervention within this high genetic risk patient group.
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Affiliation(s)
- Samuel J. R. A. Chawner
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
- Cardiff University Centre for Human Developmental ScienceSchool of PsychologyCardiff UniversityCardiffUK
| | - Amy L. Paine
- Cardiff University Centre for Human Developmental ScienceSchool of PsychologyCardiff UniversityCardiffUK
| | - Matt J. Dunn
- School of Optometry and Vision SciencesCardiff UniversityCardiffUK
| | - Alice Walsh
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
| | - Poppy Sloane
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
| | - Megan Thomas
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
| | - Alexandra Evans
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
| | - Lucinda Hopkins‐Jones
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
| | - Siske Struik
- Immunodeficiency Centre for WalesUniversity Hospital of WalesCardiffUK
| | - Jeremy Hall
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
| | | | - Susan R. Leekam
- Cardiff University Centre for Human Developmental ScienceSchool of PsychologyCardiff UniversityCardiffUK
| | - Michael J. Owen
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
| | - Dale Hay
- Cardiff University Centre for Human Developmental ScienceSchool of PsychologyCardiff UniversityCardiffUK
| | - Marianne B. M. van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and GenomicsDivision of Psychological Medicine and Clinical NeurosciencesCardiff UniversityCardiffUK
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13
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Donnelly N, Cunningham A, Salas SM, Bracher-Smith M, Chawner S, Stochl J, Ford T, Raymond FL, Escott-Price V, van den Bree MBM. Identifying the neurodevelopmental and psychiatric signatures of genomic disorders associated with intellectual disability: a machine learning approach. Mol Autism 2023; 14:19. [PMID: 37221545 PMCID: PMC10207854 DOI: 10.1186/s13229-023-00549-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/16/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND Genomic conditions can be associated with developmental delay, intellectual disability, autism spectrum disorder, and physical and mental health symptoms. They are individually rare and highly variable in presentation, which limits the use of standard clinical guidelines for diagnosis and treatment. A simple screening tool to identify young people with genomic conditions associated with neurodevelopmental disorders (ND-GCs) who could benefit from further support would be of considerable value. We used machine learning approaches to address this question. METHOD A total of 493 individuals were included: 389 with a ND-GC, mean age = 9.01, 66% male) and 104 siblings without known genomic conditions (controls, mean age = 10.23, 53% male). Primary carers completed assessments of behavioural, neurodevelopmental and psychiatric symptoms and physical health and development. Machine learning techniques (penalised logistic regression, random forests, support vector machines and artificial neural networks) were used to develop classifiers of ND-GC status and identified limited sets of variables that gave the best classification performance. Exploratory graph analysis was used to understand associations within the final variable set. RESULTS All machine learning methods identified variable sets giving high classification accuracy (AUROC between 0.883 and 0.915). We identified a subset of 30 variables best discriminating between individuals with ND-GCs and controls which formed 5 dimensions: conduct, separation anxiety, situational anxiety, communication and motor development. LIMITATIONS This study used cross-sectional data from a cohort study which was imbalanced with respect to ND-GC status. Our model requires validation in independent datasets and with longitudinal follow-up data for validation before clinical application. CONCLUSIONS In this study, we developed models that identified a compact set of psychiatric and physical health measures that differentiate individuals with a ND-GC from controls and highlight higher-order structure within these measures. This work is a step towards developing a screening instrument to identify young people with ND-GCs who might benefit from further specialist assessment.
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Affiliation(s)
- Nicholas Donnelly
- Centre for Academic Mental Health, Population Health Sciences, University of Bristol, Bristol, UK
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Adam Cunningham
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Sergio Marco Salas
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Matthew Bracher-Smith
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Samuel Chawner
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Jan Stochl
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Department of Kinanthropology, Charles University, Prague, Czechia
| | - Tamsin Ford
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - F Lucy Raymond
- Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Valentina Escott-Price
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Marianne B M van den Bree
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK.
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14
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Óskarsdóttir S, Boot E, Crowley TB, Loo JCY, Arganbright JM, Armando M, Baylis AL, Breetvelt EJ, Castelein RM, Chadehumbe M, Cielo CM, de Reuver S, Eliez S, Fiksinski AM, Forbes BJ, Gallagher E, Hopkins SE, Jackson OA, Levitz-Katz L, Klingberg G, Lambert MP, Marino B, Mascarenhas MR, Moldenhauer J, Moss EM, Nowakowska BA, Orchanian-Cheff A, Putotto C, Repetto GM, Schindewolf E, Schneider M, Solot CB, Sullivan KE, Swillen A, Unolt M, Van Batavia JP, Vingerhoets C, Vorstman J, Bassett AS, McDonald-McGinn DM. Updated clinical practice recommendations for managing children with 22q11.2 deletion syndrome. Genet Med 2023; 25:100338. [PMID: 36729053 DOI: 10.1016/j.gim.2022.11.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 11/04/2022] [Accepted: 11/08/2022] [Indexed: 02/03/2023] Open
Abstract
This review aimed to update the clinical practice guidelines for managing children and adolescents with 22q11.2 deletion syndrome (22q11.2DS). The 22q11.2 Society, the international scientific organization studying chromosome 22q11.2 differences and related conditions, recruited expert clinicians worldwide to revise the original 2011 pediatric clinical practice guidelines in a stepwise process: (1) a systematic literature search (1992-2021), (2) study selection and data extraction by clinical experts from 9 different countries, covering 24 subspecialties, and (3) creation of a draft consensus document based on the literature and expert opinion, which was further shaped by survey results from family support organizations regarding perceived needs. Of 2441 22q11.2DS-relevant publications initially identified, 2344 received full-text reviews, including 1545 meeting criteria for potential relevance to clinical care of children and adolescents. Informed by the available literature, recommendations were formulated. Given evidence base limitations, multidisciplinary recommendations represent consensus statements of good practice for this evolving field. These recommendations provide contemporary guidance for evaluation, surveillance, and management of the many 22q11.2DS-associated physical, cognitive, behavioral, and psychiatric morbidities while addressing important genetic counseling and psychosocial issues.
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Affiliation(s)
- Sólveig Óskarsdóttir
- Department of Pediatric Rheumatology and Immunology, Queen Silvia Children's Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden; Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
| | - Erik Boot
- Advisium, 's Heeren Loo Zorggroep, Amersfoort, The Netherlands; The Dalglish Family 22q Clinic, University Health Network, Toronto, Ontario, Canada; Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands.
| | - Terrence Blaine Crowley
- The 22q and You Center, Clinical Genetics Center, and Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Joanne C Y Loo
- The Dalglish Family 22q Clinic, University Health Network, Toronto, Ontario, Canada
| | - Jill M Arganbright
- Department of Otorhinolaryngology, Children's Mercy Hospital and University of Missouri Kansas City School of Medicine, Kansas City, MO
| | - Marco Armando
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
| | - Adriane L Baylis
- Department of Plastic and Reconstructive Surgery, Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, OH
| | - Elemi J Breetvelt
- Department of Psychiatry, Hospital for Sick Children, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada; Genetics & Genome Biology Program, Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - René M Castelein
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Madeline Chadehumbe
- Division of Neurology, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Christopher M Cielo
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Division of Pulmonary and Sleep Medicine, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Steven de Reuver
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Stephan Eliez
- Fondation Pôle Autisme, Department of Psychiatry, Geneva University School of Medecine, Geneva, Switzerland
| | - Ania M Fiksinski
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands; Department of Pediatric Psychology, University Medical Centre, Wilhelmina Children's Hospital, Utrecht, The Netherlands
| | - Brian J Forbes
- Division of Ophthalmology, The 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Emily Gallagher
- Division of Craniofacial Medicine, Department of Pediatrics, University of Washington School of Medicine, Seattle Children's Hospital, Seattle, WA
| | - Sarah E Hopkins
- Division of Neurology, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Oksana A Jackson
- Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Cleft Lip and Palate Program, Division of Plastic, Reconstructive and Oral Surgery, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Lorraine Levitz-Katz
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Division of Endocrinology and Diabetes, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | | | - Michele P Lambert
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Division of Hematology, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Bruno Marino
- Pediatric Cardiology Unit, Department of Pediatrics, Obstetrics and Gynecology, "Sapienza" University of Rome, Rome, Italy
| | - Maria R Mascarenhas
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Division of Gastroenterology, Hepatology and Nutrition, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Julie Moldenhauer
- Richard D. Wood Jr. Center for Fetal Diagnosis and Treatment, 22q and You Center, The Children's Hospital of Philadelphia, Philadelphia, PA; Departments of Obstetrics and Gynecology and Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | | | | | - Ani Orchanian-Cheff
- Library and Information Services and The Institute of Education Research (TIER), University Health Network, Toronto, Ontario, Canada
| | - Carolina Putotto
- Pediatric Cardiology Unit, Department of Pediatrics, Obstetrics and Gynecology, "Sapienza" University of Rome, Rome, Italy
| | - Gabriela M Repetto
- Rare Diseases Program, Institute for Sciences and Innovation in Medicine, Facultad de Medicina Clinica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Erica Schindewolf
- Richard D. Wood Jr. Center for Fetal Diagnosis and Treatment, 22q and You Center, The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Maude Schneider
- Clinical Psychology Unit for Intellectual and Developmental Disabilities, Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Cynthia B Solot
- Department of Speech-Language Pathology and Center for Childhood Communication, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Kathleen E Sullivan
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Division of Allergy and Immunology, 22q and You Center, The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Ann Swillen
- Center for Human Genetics, University Hospital UZ Leuven, and Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Marta Unolt
- Pediatric Cardiology Unit, Department of Pediatrics, Obstetrics and Gynecology, "Sapienza" University of Rome, Rome, Italy; Department of Pediatric Cardiology and Cardiac Surgery, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Jason P Van Batavia
- Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Division of Urology, 22q and You Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Claudia Vingerhoets
- Advisium, 's Heeren Loo Zorggroep, Amersfoort, The Netherlands; Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Jacob Vorstman
- Department of Psychiatry, Hospital for Sick Children, Toronto, Ontario, Canada; Genetics & Genome Biology Program, Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Anne S Bassett
- The Dalglish Family 22q Clinic, University Health Network, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada; Genetics & Genome Biology Program, Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada; Clinical Genetics Research Program and Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
| | - Donna M McDonald-McGinn
- The 22q and You Center, Clinical Genetics Center, and Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Department of Human Biology and Medical Genetics, Sapienza University, Rome, Italy.
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15
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Sleep disturbance as a transdiagnostic marker of psychiatric risk in children with neurodevelopmental risk genetic conditions. Transl Psychiatry 2023; 13:7. [PMID: 36631438 PMCID: PMC9834234 DOI: 10.1038/s41398-022-02296-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 12/08/2022] [Accepted: 12/21/2022] [Indexed: 01/13/2023] Open
Abstract
Children with rare neurodevelopmental genetic conditions (ND-GCs) are at high risk for a range of neuropsychiatric conditions. Sleep symptomatology may represent a transdiagnostic risk indicator within this patient group. Here we present data from 629 children with ND-GCs, recruited via the United Kingdom's National Health Service medical genetic clinics. Sibling controls (183) were also invited to take part. Detailed assessments were conducted to characterise the sleep phenotype of children with ND-GCs in comparison to controls. Latent class analysis was conducted to derive subgroups of children with an ND-GC based on sleep symptomatology. Assessment of cognition and psychopathology allowed investigation of whether the sleep phenotypic subgroup was associated with neuropsychiatric outcomes. We found that children with an ND-GC, when compared to control siblings, were at elevated risk of insomnia (ND-GC = 41% vs Controls = 17%, p < 0.001) and of experiencing at least one sleep symptom (ND-GC = 66% vs Controls = 39%, p < 0.001). On average, insomnia was found to have an early onset (2.8 years) in children with an ND-GC and to impact across multiple contexts. Children in subgroups linked to high sleep symptomatology were also at high risk of psychiatric outcomes (OR ranging from 2.0 to 21.5 depending on psychiatric condition). Our findings demonstrate that children with high genetic vulnerability for neurodevelopmental outcomes exhibit high rates of insomnia and sleep symptomatology. Sleep disruption has wide-ranging impacts on psychosocial function, and indexes those children at greater neuropsychiatric risk. Insomnia was found to onset in early childhood, highlighting the potential for early intervention strategies for psychiatric risk informed by sleep profile.
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16
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Fiksinski AM, Hoftman GD, Vorstman JAS, Bearden CE. A genetics-first approach to understanding autism and schizophrenia spectrum disorders: the 22q11.2 deletion syndrome. Mol Psychiatry 2023; 28:341-353. [PMID: 36192458 PMCID: PMC9812786 DOI: 10.1038/s41380-022-01783-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 08/31/2022] [Accepted: 09/05/2022] [Indexed: 02/03/2023]
Abstract
Recently, increasing numbers of rare pathogenic genetic variants have been identified that are associated with variably elevated risks of a range of neurodevelopmental outcomes, notably including Autism Spectrum Disorders (ASD), Schizophrenia Spectrum Disorders (SSD), and Intellectual Disability (ID). This review is organized along three main questions: First, how can we unify the exclusively descriptive basis of our current psychiatric diagnostic classification system with the recognition of an identifiable, highly penetrant genetic risk factor in an increasing proportion of patients with ASD or SSD? Second, what can be learned from studies of individuals with ASD or SSD who share a common genetic basis? And third, what accounts for the observed variable penetrance and pleiotropy of neuropsychiatric phenotypes in individuals with the same pathogenic variant? In this review, we focus on findings of clinical and preclinical studies of the 22q11.2 deletion syndrome (22q11DS). This particular variant is not only one of the most common among the increasing list of known rare pathogenic variants, but also one that benefits from a relatively long research history. Consequently, 22q11DS is an appealing model as it allows us to: (1) elucidate specific genotype-phenotype associations, (2) prospectively study behaviorally defined classifications, such as ASD or SSD, in the context of a known, well-characterized genetic basis, and (3) elucidate mechanisms underpinning variable penetrance and pleiotropy, phenomena with far-reaching ramifications for research and clinical practice. We discuss how findings from animal and in vitro studies relate to observations in human studies and can help elucidate factors, including genetic, environmental, and stochastic, that impact the expression of neuropsychiatric phenotypes in 22q11DS, and how this may inform mechanisms underlying neurodevelopmental expression in the general population. We conclude with research priorities for the field, which may pave the way for novel therapeutics.
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Affiliation(s)
- Ania M Fiksinski
- Department of Psychology and Department of Pediatrics, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Psychiatry and Neuropsychology, Division of Mental Health, MHeNS, Maastricht University, Maastricht, The Netherlands
| | - Gil D Hoftman
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Jacob A S Vorstman
- Program in Genetics and Genome Biology, Research Institute, and Department of Psychiatry, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Carrie E Bearden
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA.
- Department of Psychology, University of California, Los Angeles, CA, USA.
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17
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Donnelly NA, Bartsch U, Moulding HA, Eaton C, Marston H, Hall JH, Hall J, Owen MJ, van den Bree MBM, Jones MW. Sleep EEG in young people with 22q11.2 deletion syndrome: A cross-sectional study of slow-waves, spindles and correlations with memory and neurodevelopmental symptoms. eLife 2022; 11:75482. [PMID: 36039635 PMCID: PMC9477499 DOI: 10.7554/elife.75482] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 08/12/2022] [Indexed: 11/20/2022] Open
Abstract
Background Young people living with 22q11.2 Deletion Syndrome (22q11.2DS) are at increased risk of schizophrenia, intellectual disability, attention-deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD). In common with these conditions, 22q11.2DS is also associated with sleep problems. We investigated whether abnormal sleep or sleep-dependent network activity in 22q11.2DS reflects convergent, early signatures of neural circuit disruption also evident in associated neurodevelopmental conditions. Methods In a cross-sectional design, we recorded high-density sleep EEG in young people (6-20 years) with 22q11.2DS (n=28) and their unaffected siblings (n=17), quantifying associations between sleep architecture, EEG oscillations (spindles and slow waves) and psychiatric symptoms. We also measured performance on a memory task before and after sleep. Results 22q11.2DS was associated with significant alterations in sleep architecture, including a greater proportion of N3 sleep and lower proportions of N1 and REM sleep than in siblings. During sleep, deletion carriers showed broadband increases in EEG power with increased slow-wave and spindle amplitudes, increased spindle frequency and density, and stronger coupling between spindles and slow-waves. Spindle and slow-wave amplitudes correlated positively with overnight memory in controls, but negatively in 22q11.2DS. Mediation analyses indicated that genotype effects on anxiety, ADHD and ASD were partially mediated by sleep EEG measures. Conclusions This study provides a detailed description of sleep neurophysiology in 22q11.2DS, highlighting alterations in EEG signatures of sleep which have been previously linked to neurodevelopment, some of which were associated with psychiatric symptoms. Sleep EEG features may therefore reflect delayed or compromised neurodevelopmental processes in 22q11.2DS, which could inform our understanding of the neurobiology of this condition and be biomarkers for neuropsychiatric disorders. Funding This research was funded by a Lilly Innovation Fellowship Award (UB), the National Institute of Mental Health (NIMH 5UO1MH101724; MvdB), a Wellcome Trust Institutional Strategic Support Fund (ISSF) award (MvdB), the Waterloo Foundation (918-1234; MvdB), the Baily Thomas Charitable Fund (2315/1; MvdB), MRC grant Intellectual Disability and Mental Health: Assessing Genomic Impact on Neurodevelopment (IMAGINE) (MR/L011166/1; JH, MvdB and MO), MRC grant Intellectual Disability and Mental Health: Assessing Genomic Impact on Neurodevelopment 2 (IMAGINE-2) (MR/T033045/1; MvdB, JH and MO); Wellcome Trust Strategic Award 'Defining Endophenotypes From Integrated Neurosciences' Wellcome Trust (100202/Z/12/Z MO, JH). NAD was supported by a National Institute for Health Research Academic Clinical Fellowship in Mental Health and MWJ by a Wellcome Trust Senior Research Fellowship in Basic Biomedical Science (202810/Z/16/Z). CE and HAM were supported by Medical Research Council Doctoral Training Grants (C.B.E. 1644194, H.A.M MR/K501347/1). HMM and UB were employed by Eli Lilly & Co during the study; HMM is currently an employee of Boehringer Ingelheim Pharma GmbH & Co KG. The views and opinions expressed are those of the author(s), and not necessarily those of the NHS, the NIHR or the Department of Health funders.
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Affiliation(s)
- Nicholas A Donnelly
- Centre for Academic Mental Health, University of Bristol, Bristol, United Kingdom.,Avon and Wiltshire Partnership NHS Mental Health Trust, Avon, United Kingdom
| | - Ullrich Bartsch
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, United Kingdom.,Translational Neuroscience, Eli Lilly, Windlesham, United States
| | - Hayley A Moulding
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Christopher Eaton
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Hugh Marston
- Translational Neuroscience, Eli Lilly, Windlesham, United States
| | - Jessica H Hall
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Jeremy Hall
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Michael J Owen
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
| | - Marianne B M van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom
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18
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Raznahan A, Won H, Glahn DC, Jacquemont S. Convergence and Divergence of Rare Genetic Disorders on Brain Phenotypes: A Review. JAMA Psychiatry 2022; 79:818-828. [PMID: 35767289 DOI: 10.1001/jamapsychiatry.2022.1450] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
IMPORTANCE Rare genetic disorders modulating gene expression-as exemplified by gene dosage disorders (GDDs)-represent a collectively common set of high-risk factors for neuropsychiatric illness. Research on GDDs is rapidly expanding because these variants have high effect sizes and a known genetic basis. Moreover, the prevalence of recurrent GDDs (encompassing aneuploidies and certain copy number variations) enables genetic-first phenotypic characterization of the same GDD across multiple individuals, thereby offering a unique window into genetic influences on the human brain and behavior. However, the rapid growth of GDD research has unveiled perplexing phenotypic convergences and divergences across genomic loci; while phenotypic profiles may be specifically associated with a genomic variant, individual behavioral and neuroimaging traits appear to be nonspecifically influenced by most GDDs. OBSERVATIONS This complexity is addressed by (1) providing an accessible survey of genotype-phenotype mappings across different GDDs, focusing on psychopathology, cognition, and brain anatomy, and (2) detailing both methodological and mechanistic sources for observed phenotypic convergences and divergences. This effort yields methodological recommendations for future comparative phenotypic research on GDDs as well as a set of new testable hypotheses regarding aspects of early brain patterning that might govern the complex mapping of genetic risk onto phenotypic variation in neuropsychiatric disorders. CONCLUSIONS AND RELEVANCE A roadmap is provided to boost accurate measurement and mechanistic interrogation of phenotypic convergence and divergence across multiple GDDs. Pursuing the questions posed by GDDs could substantially improve our taxonomical, neurobiological, and translational understanding of neuropsychiatric illness.
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Affiliation(s)
- Armin Raznahan
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, Maryland
| | - Hyejung Won
- Department of Genetics and the Neuroscience Center, University of North Carolina at Chapel Hill
| | - David C Glahn
- Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston, Massachusetts.,Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Sébastien Jacquemont
- Sainte Justine University Hospital Research Center, Montreal, Quebec, Canada.,Department of Pediatrics, University of Montreal, Sainte Justine Research Center, Montreal, Quebec, Canada
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19
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Colizzi M, Bortoletto R, Costa R, Bhattacharyya S, Balestrieri M. The Autism-Psychosis Continuum Conundrum: Exploring the Role of the Endocannabinoid System. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:5616. [PMID: 35565034 PMCID: PMC9105053 DOI: 10.3390/ijerph19095616] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/01/2022] [Accepted: 05/03/2022] [Indexed: 02/07/2023]
Abstract
Evidence indicates shared physiopathological mechanisms between autism and psychosis. In this regard, the endocannabinoid system has been suggested to modulate neural circuits during the early stage of neurodevelopment, with implications for both autism and psychosis. Nevertheless, such potential common markers of disease have been investigated in both autism and psychosis spectrum disorders, without considering the conundrum of differentiating the two groups of conditions in terms of diagnosis and treatment. Here, we systematically review all human and animal studies examining the endocannabinoid system and its biobehavioral correlates in the association between autism and psychosis. Studies indicate overlapping biobehavioral aberrancies between autism and schizophrenia, subject to correction by modulation of the endocannabinoid system. In addition, common cannabinoid-based pharmacological strategies have been identified, exerting epigenetic effects across genes controlling neural mechanisms shared between autism and schizophrenia. Interestingly, a developmental and transgenerational trajectory between autism and schizophrenia is supported by evidence that exogenous alteration of the endocannabinoid system promotes progression to inheritable psychosis phenotypes in the context of biobehavioral autism vulnerability. However, evidence for a diametral association between autism and psychosis is scant. Several clinical implications follow from evidence of a developmental continuum between autism and psychosis as a function of the endocannabinoid system dysregulation.
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Affiliation(s)
- Marco Colizzi
- Unit of Psychiatry, Department of Medicine (DAME), University of Udine, 33100 Udine, Italy;
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK;
| | - Riccardo Bortoletto
- Child and Adolescent Neuropsychiatry Unit, Maternal-Child Integrated Care Department, Integrated University Hospital of Verona, 37126 Verona, Italy;
| | - Rosalia Costa
- Community Mental Health Team, Friuli Centrale University Health Service (ASUFC), 33057 Palmanova, Italy;
| | - Sagnik Bhattacharyya
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK;
| | - Matteo Balestrieri
- Unit of Psychiatry, Department of Medicine (DAME), University of Udine, 33100 Udine, Italy;
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20
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Jacquemont S, Huguet G, Klein M, Chawner SJRA, Donald KA, van den Bree MBM, Sebat J, Ledbetter DH, Constantino JN, Earl RK, McDonald-McGinn DM, van Amelsvoort T, Swillen A, O'Donnell-Luria AH, Glahn DC, Almasy L, Eichler EE, Scherer SW, Robinson E, Bassett AS, Martin CL, Finucane B, Vorstman JAS, Bearden CE, Gur RE. Genes To Mental Health (G2MH): A Framework to Map the Combined Effects of Rare and Common Variants on Dimensions of Cognition and Psychopathology. Am J Psychiatry 2022; 179:189-203. [PMID: 35236119 PMCID: PMC9345000 DOI: 10.1176/appi.ajp.2021.21040432] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Rare genomic disorders (RGDs) confer elevated risk for neurodevelopmental psychiatric disorders. In this era of intense genomics discoveries, the landscape of RGDs is rapidly evolving. However, there has not been comparable progress to date in scalable, harmonized phenotyping methods. As a result, beyond associations with categorical diagnoses, the effects on dimensional traits remain unclear for many RGDs. The nature and specificity of RGD effects on cognitive and behavioral traits is an area of intense investigation: RGDs are frequently associated with more than one psychiatric condition, and those studied to date affect, to varying degrees, a broad range of developmental and cognitive functions. Although many RGDs have large effects, phenotypic expression is typically influenced by additional genomic and environmental factors. There is emerging evidence that using polygenic risk scores in individuals with RGDs offers opportunities to refine prediction, thus allowing for the identification of those at greatest risk of psychiatric illness. However, translation into the clinic is hindered by roadblocks, which include limited genetic testing in clinical psychiatry, and the lack of guidelines for following individuals with RGDs, who are at high risk of developing psychiatric symptoms. The Genes to Mental Health Network (G2MH) is a newly funded National Institute of Mental Health initiative that will collect, share, and analyze large-scale data sets combining genomics and dimensional measures of psychopathology spanning diverse populations and geography. The authors present here the most recent understanding of the effects of RGDs on dimensional behavioral traits and risk for psychiatric conditions and discuss strategies that will be pursued within the G2MH network, as well as how expected results can be translated into clinical practice to improve patient outcomes.
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Affiliation(s)
- Sébastien Jacquemont
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Guillaume Huguet
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Marieke Klein
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Samuel J R A Chawner
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Kirsten A Donald
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Marianne B M van den Bree
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Jonathan Sebat
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - David H Ledbetter
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - John N Constantino
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Rachel K Earl
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Donna M McDonald-McGinn
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Therese van Amelsvoort
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Ann Swillen
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Anne H O'Donnell-Luria
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - David C Glahn
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Laura Almasy
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Evan E Eichler
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Stephen W Scherer
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Elise Robinson
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Anne S Bassett
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Christa Lese Martin
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Brenda Finucane
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Jacob A S Vorstman
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Carrie E Bearden
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
| | - Raquel E Gur
- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
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- Department of Pediatrics, University of Montreal, Montreal (Jacquemont, Huguet); Sainte Justine Hospital Research Center, Montreal (Jacquemont, Huguet); Department of Psychiatry, University of California San Diego, La Jolla (Klein, Sebat); Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom (Chawner, van den Bree); Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa (Donald); Neuroscience Institute, University of Cape Town, Cape Town, South Africa (Donald); Autism and Developmental Medicine Institute, Geisinger, Danville, Pa. (Ledbetter, Martin, Finucane); Department of Psychiatry, Washington University School of Medicine, St. Louis (Constantino); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle (Earl); Division of Human Genetics, 22q and You Center, Section of Clinical Genetics and Genetic Counseling, Children's Hospital of Philadelphia and Department of Pediatrics, Philadelphia (McDonald-McGinn); Perelman School of Medicine, University of Pennsylvania, Philadelphia (McDonald-McGinn); Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands (van Amelsvoort); Center for Human Genetics, University Hospital UZ Leuven, Leuven, Belgium (Swillen); Department of Human Genetics, KU Leuven, Leuven, Belgium (Swillen); Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston (O'Donnell-Luria); Broad Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (O'Donnell-Luria); Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Boston (Glahn); Department of Psychiatry, Harvard Medical School, Boston (Glahn); Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Almasy); Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Lifespan Brain Institute, University of Pennsylvania, Philadelphia (Almasy); Department of Genome Sciences, University of Washington School of Medicine, Seattle (Eichler); Howard Hughes Medical Institute, University of Washington, Seattle (Eichler); Center for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Scherer); McLaughlin Center and Department of Molecular Genetics, University of Toronto, Toronto (Scherer); Harvard T.H. Chan School of Public Health and Broad Institute of the Massachusetts Institute of Technology and Harvard, Cambridge, Mass. (Robinson); Department of Psychiatry, Dalglish Family 22q Clinic, University Health Network, Toronto (Bassett); Department of Psychiatry, Toronto General Hospital Research Institute, University Health Network, Toronto (Bassett); Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, Toronto Clinical Genetics Research Program, Center for Addiction and Mental Health, Toronto (Bassett); Department of Psychiatry, University of Toronto, Toronto (Vorstman); Centre for Applied Genomics and Program in Genetics and Genomic Biology, Hospital for Sick Children, Toronto (Vorstman);Department of Psychiatry and Biobehavioral Sciences, Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (Bearden); Department of Psychology, University of California, Los Angeles (Bearden); Lifespan Brain Institute, Penn Medicine, and Children's Hospital of Philadelphia, Philadelphia (Gur); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia (Gur); Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (Gur)
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Cunningham AC, Hall J, Einfeld S, Owen MJ, van den Bree MBM. Assessment of emotions and behaviour by the Developmental Behaviour Checklist in young people with neurodevelopmental CNVs. Psychol Med 2022; 52:574-586. [PMID: 32643597 PMCID: PMC7794095 DOI: 10.1017/s0033291720002330] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 05/19/2020] [Accepted: 06/08/2020] [Indexed: 01/10/2023]
Abstract
BACKGROUND A number of genomic conditions caused by copy number variants (CNVs) are associated with a high risk of neurodevelopmental and psychiatric disorders (ND-CNVs). Although these patients also tend to have cognitive impairments, few studies have investigated the range of emotion and behaviour problems in young people with ND-CNVs using measures that are suitable for those with learning difficulties. METHODS A total of 322 young people with 13 ND-CNVs across eight loci (mean age: 9.79 years, range: 6.02-17.91, 66.5% male) took part in the study. Primary carers completed the Developmental Behaviour Checklist (DBC). RESULTS Of the total, 69% of individuals with an ND-CNV screened positive for clinically significant difficulties. Young people from families with higher incomes (OR = 0.71, CI = 0.55-0.91, p = .008) were less likely to screen positive. The rate of difficulties differed depending on ND-CNV genotype (χ2 = 39.99, p < 0.001), with the lowest rate in young people with 22q11.2 deletion (45.7%) and the highest in those with 1q21.1 deletion (93.8%). Specific patterns of strengths and weaknesses were found for different ND-CNV genotypes. However, ND-CNV genotype explained no more than 9-16% of the variance, depending on DBC subdomain. CONCLUSIONS Emotion and behaviour problems are common in young people with ND-CNVs. The ND-CNV specific patterns we find can provide a basis for more tailored support. More research is needed to better understand the variation in emotion and behaviour problems not accounted for by genotype.
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Affiliation(s)
- Adam C. Cunningham
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK
| | - Jeremy Hall
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK
| | - Stewart Einfeld
- Faculty of Health Sciences, University of Sydney, Sydney, Australia
| | - Michael J. Owen
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK
| | | | - Marianne B. M. van den Bree
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK
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22
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Benedetti A, Molent C, Barcik W, Papaleo F. Social behavior in 16p11.2 and 22q11.2 copy number variations: Insights from mice and humans. GENES, BRAIN, AND BEHAVIOR 2021; 21:e12787. [PMID: 34889032 PMCID: PMC9744525 DOI: 10.1111/gbb.12787] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/24/2021] [Accepted: 11/24/2021] [Indexed: 11/30/2022]
Abstract
Genetic 16p11.2 and 22q11.2 deletions and duplications in humans may alter behavioral developmental trajectories increasing the risk of autism and schizophrenia spectrum disorders, and of attention-deficit/hyperactivity disorder. In this review, we will concentrate on 16p11.2 and 22q11.2 deletions' effects on social functioning, beyond diagnostic categorization. We highlight diagnostic and social sub-constructs discrepancies. Notably, we contrast evidence from human studies with social profiling performed in several mouse models mimicking 16p11.2 and 22q11.2 deletion syndromes. Given the complexity of social behavior, there is a need to assess distinct social processes. This will be important to better understand the biology underlying such genetic-dependent dysfunctions, as well as to give perspective on how therapeutic strategies can be improved. Bridges and divergent points between human and mouse studies are highlighted. Overall, we give challenges and future perspectives to sort the genetics of social heterogeneity.
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Affiliation(s)
- Arianna Benedetti
- Genetics of Cognition laboratory, Neuroscience areaIstituto Italiano di TecnologiaGenoaItaly,CNRS, GREDEGUniversité Côte d'AzurNiceFrance
| | - Cinzia Molent
- Genetics of Cognition laboratory, Neuroscience areaIstituto Italiano di TecnologiaGenoaItaly,Dipartimento di Medicina Sperimentale(Di. Mes) Università degli Studi di GenovaGenoaItaly
| | - Weronika Barcik
- Genetics of Cognition laboratory, Neuroscience areaIstituto Italiano di TecnologiaGenoaItaly
| | - Francesco Papaleo
- Genetics of Cognition laboratory, Neuroscience areaIstituto Italiano di TecnologiaGenoaItaly,Department of Neurosciences and Mental HealthFondazione IRCCS Ca' Granda Ospedale Maggiore PoliclinicoMilanItaly
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23
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Lin A, Forsyth JK, Hoftman GD, Kushan-Wells L, Jalbrzikowski M, Dokuru D, Coppola G, Fiksinski A, Zinkstok J, Vorstman J, Nachun D, Bearden CE. Transcriptomic profiling of whole blood in 22q11.2 reciprocal copy number variants reveals that cell proportion highly impacts gene expression. Brain Behav Immun Health 2021; 18:100386. [PMID: 34841284 PMCID: PMC8607166 DOI: 10.1016/j.bbih.2021.100386] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 10/31/2021] [Indexed: 11/24/2022] Open
Abstract
22q11.2 reciprocal copy number variants (CNVs) offer a powerful quasi-experimental "reverse-genetics" paradigm to elucidate how gene dosage (i.e., deletions and duplications) disrupts the transcriptome to cause further downstream effects. Clinical profiles of 22q11.2 CNV carriers indicate that disrupted gene expression causes alterations in neuroanatomy, cognitive function, and psychiatric disease risk. However, interpreting transcriptomic signal in bulk tissue requires careful consideration of potential changes in cell composition. We first characterized transcriptomic dysregulation in peripheral blood from reciprocal 22q11.2 CNV carriers using differential expression analysis and weighted gene co-expression network analysis (WGCNA) to identify modules of co-expressed genes. We also assessed for group differences in cell composition and re-characterized transcriptomic differences after accounting for cell type proportions and medication usage. Finally, to explore whether CNV-related transcriptomic changes relate to downstream phenotypes associated with 22q11.2 CNVs, we tested for associations of gene expression with neuroimaging measures and behavioral traits, including IQ and psychosis or ASD diagnosis. 22q11.2 deletion carriers (22qDel) showed widespread expression changes at the individual gene as well as module eigengene level compared to 22q11.2 duplication carriers (22qDup) and controls. 22qDup showed increased expression of 5 genes within the 22q11.2 locus, and CDH6 located outside of the locus. Downregulated modules in 22qDel implicated altered immune and inflammatory processes. Celltype deconvolution analyses revealed significant differences between CNV and control groups in T-cell, mast cell, and macrophage proportions; differential expression of individual genes between groups was substantially attenuated after adjusting for cell composition. Individual gene, module eigengene, and cell proportions were not significantly associated with psychiatric or neuroanatomic traits. Our findings suggest broad immune-related dysfunction in 22qDel and highlight the importance of understanding differences in cell composition when interpreting transcriptomic changes in clinical populations. Results also suggest novel directions for future investigation to test whether 22q11.2 CNV effects on macrophages have implications for brain-related microglial function that may contribute to psychiatric phenotypes in 22q11.2 CNV carriers.
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Affiliation(s)
- Amy Lin
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
- Neuroscience Interdepartmental Program, University of California at Los Angeles, Los Angeles, CA, USA
| | - Jennifer K. Forsyth
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Psychology, University of Washington, WA, USA
| | - Gil D. Hoftman
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Leila Kushan-Wells
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Deepika Dokuru
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Giovanni Coppola
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Ania Fiksinski
- Wilhelmina Children's Hospital & University Medical Center Utrecht, Brain Center, the Netherlands
- Maastricht University, Department of Psychiatry and Neuropsychology, Division of Mental Health, MHeNS, the Netherlands
| | - Janneke Zinkstok
- Department of Psychiatry and Brain Center, University Medical Center Utrecht, the Netherlands
| | - Jacob Vorstman
- Program in Genetics and Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Daniel Nachun
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Carrie E. Bearden
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
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24
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Cable J, Purcell RH, Robinson E, Vorstman JAS, Chung WK, Constantino JN, Sanders SJ, Sahin M, Dolmetsch RE, Shah B, Thurm A, Martin CL, Bearden CE, Mulle JG. Harnessing rare variants in neuropsychiatric and neurodevelopment disorders-a Keystone Symposia report. Ann N Y Acad Sci 2021; 1506:5-17. [PMID: 34342000 PMCID: PMC8688183 DOI: 10.1111/nyas.14658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 06/14/2021] [Indexed: 11/28/2022]
Abstract
Neurodevelopmental neuropsychiatric disorders, such as autism spectrum disorder and schizophrenia, have strong genetic risk components, but the underlying mechanisms have proven difficult to decipher. Rare, high-risk variants may offer an opportunity to delineate the biological mechanisms responsible more clearly for more common idiopathic diseases. Indeed, different rare variants can cause the same behavioral phenotype, demonstrating genetic heterogeneity, while the same rare variant can cause different behavioral phenotypes, demonstrating variable expressivity. These observations suggest convergent underlying biological and neurological mechanisms; identification of these mechanisms may ultimately reveal new therapeutic targets. At the 2021 Keystone eSymposium "Neuropsychiatric and Neurodevelopmental Disorders: Harnessing Rare Variants" a panel of experts in the field described significant progress in genomic discovery and human phenotyping and raised several consistent issues, including the need for detailed natural history studies of rare disorders, the challenges in cohort recruitment, and the importance of viewing phenotypes as quantitative traits that are impacted by rare variants.
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Affiliation(s)
| | - Ryan H. Purcell
- Department of Cell Biology, Emory University School of Medicine, Atlanta, Georgia
| | - Elise Robinson
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Jacob A. S. Vorstman
- Department of Psychiatry and The Centre for Applied Genomics, Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Wendy K. Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, New York
- Simons Foundation, New York, New York
| | - John N. Constantino
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Stephan J. Sanders
- Department of Psychiatry and Behavioral Sciences, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA
| | - Mustafa Sahin
- Rosamund Stone Zander Translational Neuroscience Center, F.M. Kirby Neurobiology Center, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Bina Shah
- Project 8p Foundation, Commission on Novel Technologies for Neurodevelopmental CNVs, New York, New York
| | - Audrey Thurm
- Neurodevelopmental and Behavioral Phenotyping, NIMH, National Institutes of Health, Bethesda, Maryland
| | - Christa L. Martin
- Autism & Developmental Medicine Institute, Geisinger, Danville, Pennsylvania
| | - Carrie E. Bearden
- Integrative Center for Neurogenetics, Departments of Psychiatry and Biobehavioral Science and Psychology, University of California Los Angeles, Los Angeles, California
| | - Jennifer G. Mulle
- Department of Human Genetics, Emory University School of Medicine, Atlanta, Georgia
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25
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Screening of 22q11.2DS Using Multiplex Ligation-Dependent Probe Amplification as an Alternative Diagnostic Method. BIOMED RESEARCH INTERNATIONAL 2021; 2020:6945730. [PMID: 33062692 PMCID: PMC7539069 DOI: 10.1155/2020/6945730] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 06/06/2020] [Indexed: 11/18/2022]
Abstract
Background The 22q11.2 deletion syndrome (22q11.2DS) is the most common form of deletion disorder in humans. Low copy repeats flanking the 22q11.2 region confers a substrate for nonallelic homologous recombination (NAHR) events leading to rearrangements which have been reported to be associated with highly variable and expansive phenotypes. The 22q11.2DS is reported as the most common genetic cause of congenital heart defects (CHDs). Methods A total of 42 patients with congenital heart defects, as confirmed by echocardiography, were recruited. Genetic molecular analysis using a fluorescence in situ hybridization (FISH) technique was conducted as part of routine 22q11.2DS screening, followed by multiplex ligation-dependent probe amplification (MLPA), which serves as a confirmatory test. Results Two of the 42 CHD cases (4.76%) indicated the presence of 22q11.2DS, and interestingly, both cases have conotruncal heart defects. In terms of concordance of techniques used, MLPA is superior since it can detect deletions within the 22q11.2 locus and outside of the typically deleted region (TDR) as well as duplications. Conclusion The incidence of 22q11.2DS among patients with CHD in the east coast of Malaysia is 0.047. MLPA is a scalable and affordable alternative molecular diagnostic method in the screening of 22q11.2DS and can be routinely applied for the diagnosis of deletion syndromes.
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26
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Zodanu GKE, Oszlánczi M, Havasi K, Kalapos A, Rácz G, Katona M, Ujfalusi A, Nagy O, Széll M, Nagy D. Systemic Screening for 22q11.2 Copy Number Variations in Hungarian Pediatric and Adult Patients With Congenital Heart Diseases Identified Rare Pathogenic Patterns in the Region. Front Genet 2021; 12:635480. [PMID: 33995479 PMCID: PMC8117090 DOI: 10.3389/fgene.2021.635480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 04/07/2021] [Indexed: 11/22/2022] Open
Abstract
Congenital heart defects (CHD) are the most common developmental abnormalities, affecting approximately 0.9% of livebirths. Genetic factors, including copy number variations (CNVs), play an important role in their development. The most common CNVs are found on chromosome 22q11.2. The genomic instability of this region, caused by the eight low copy repeats (LCR A-H), may result in several recurrent and/or rare microdeletions and duplications, including the most common, ∼3 Mb large LCR A-D deletion (classical 22q.11.2 deletion syndrome). We aimed to screen 22q11.2 CNVs in a large Hungarian pediatric and adult CHD cohort, regardless of the type of their CHDs. All the enrolled participants were cardiologically diagnosed with non-syndromic CHDs. A combination of multiplex ligation-dependent probe amplification (MLPA), chromosomal microarray analysis and droplet digital PCR methods were used to comprehensively assess the detected 22q11.2 CNVs in 212 CHD-patients. Additionally, capillary sequencing was performed to detect variants in the TBX1 gene, a cardinal gene located in 22q11.2. Pathogenic CNVs were detected in 5.2% (11/212), VUS in 0.9% and benign CNVs in 1.8% of the overall CHD cohort. In patients with tetralogy of Fallot the rate of pathogenic CNVs was 17% (5/30). Fifty-four percent of all CNVs were typical proximal deletions (LCR A-D). However, nested (LCR A-B) and central deletions (LCR C-D), proximal (LCR A-D) and distal duplications (LCR D-E, LCR D-H, LCR E-H, LCR F-H) and rare combinations of deletions and duplications were also identified. Segregation analysis detected familial occurrence in 18% (2/11) of the pathogenic variants. Based on in-depth clinical information, a detailed phenotype–genotype comparison was performed. No pathogenic variant was identified in the TBX1 gene. Our findings confirmed the previously described large phenotypic diversity in the 22q11.2 CNVs. MLPA proved to be a highly efficient genetic screening method for our CHD-cohort. Our results highlight the necessity for large-scale genetic screening of CHD-patients and the importance of early genetic diagnosis in their clinical management.
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Affiliation(s)
| | - Mónika Oszlánczi
- Second Department of Internal Medicine and Cardiology Centre, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Kálmán Havasi
- Second Department of Internal Medicine and Cardiology Centre, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Anita Kalapos
- Second Department of Internal Medicine and Cardiology Centre, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Gergely Rácz
- Second Department of Internal Medicine and Cardiology Centre, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Márta Katona
- Department of Pediatrics, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Anikó Ujfalusi
- Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Orsolya Nagy
- Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Márta Széll
- Department of Medical Genetics, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Dóra Nagy
- Department of Medical Genetics, Faculty of Medicine, University of Szeged, Szeged, Hungary
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27
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Fiksinski AM, Schneider M, Zinkstok J, Baribeau D, Chawner SJRA, Vorstman JAS. Neurodevelopmental Trajectories and Psychiatric Morbidity: Lessons Learned From the 22q11.2 Deletion Syndrome. Curr Psychiatry Rep 2021; 23:13. [PMID: 33625600 PMCID: PMC7904715 DOI: 10.1007/s11920-021-01225-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/13/2021] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW The 22q11.2 deletion syndrome (22q11DS) is associated with a broad spectrum of neurodevelopmental phenotypes and is the strongest known single genetic risk factor for schizophrenia. Compared to other rare structural pathogenic genetic variants, 22q11DS is relatively common and one of the most extensively studied. This review provides a state-of-the-art overview of current insights regarding associated neurodevelopmental phenotypes and potential implications for 22q11DS and beyond. RECENT FINDINGS We will first discuss recent findings with respect to neurodevelopmental phenotypic expression associated with 22q11DS, including psychotic disorders, intellectual functioning, autism spectrum disorders, as well as their interactions. Second, we will address considerations that are important in interpreting these data and propose potential implications for both the clinical care for and the empirical study of individuals with 22q11DS. Third, we will highlight variable penetrance and pleiotropy with respect to neurodevelopmental phenotypes in 22q11DS. We will discuss how these phenomena are consistently observed in the context of virtually all rare pathogenic variants and that they pose substantial challenges from both a clinical and a research perspective. We outline how 22q11DS could be viewed as a genetic model for studying neurodevelopmental phenotypes. In addition, we propose that 22q11DS research can help elucidate mechanisms underlying variable expression and pleiotropy of neurodevelopmental phenotypes, insights that are likely relevant for 22q11DS and beyond, including for individuals with other rare pathogenic genetic variants and for individuals with idiopathic neurodevelopmental conditions.
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Affiliation(s)
- Ania M. Fiksinski
- Department of Psychiatry, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
- Dalglish Family 22q Clinic for Adults with 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto, Canada
- Clinical Genetics Research Program, Centre for Addiction and Mental Health, Toronto, Ontario Canada
| | - Maude Schneider
- Clinical Psychology Unit for Intellectual and Developmental Disabilities, Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
- Department of Neurosciences, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Janneke Zinkstok
- Department of Psychiatry, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Danielle Baribeau
- Department of Psychiatry, Hospital for Sick Children, Toronto, ON Canada
- Department of Psychiatry, University of Toronto, Toronto, ON Canada
| | - Samuel J. R. A. Chawner
- Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Cardiff, UK
| | - Jacob A. S. Vorstman
- Department of Psychiatry, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Psychiatry, Hospital for Sick Children, Toronto, ON Canada
- Department of Psychiatry, University of Toronto, Toronto, ON Canada
- The Centre for Applied Genomics, Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON Canada
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28
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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] [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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29
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Cunningham AC, Hall J, Owen MJ, van den Bree MBM. Coordination difficulties, IQ and psychopathology in children with high-risk copy number variants. Psychol Med 2021; 51:290-299. [PMID: 31739810 PMCID: PMC7234895 DOI: 10.1017/s0033291719003210] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 10/18/2019] [Accepted: 10/21/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND The prevalence and impact of motor coordination difficulties in children with copy number variants associated with neurodevelopmental disorders (ND-CNVs) remains unknown. This study aims to advance understanding of motor coordination difficulties in children with ND-CNVs and establish relationships between intelligence quotient (IQ) and psychopathology. METHODS 169 children with an ND-CNV (67% male, median age = 8.88 years, range 6.02-14.81) and 72 closest-in-age unaffected siblings (controls; 55% male, median age = 10.41 years, s.d. = 3.04, range 5.89-14.75) were assessed with the Developmental Coordination Disorder Questionnaire, alongside psychiatric interviews and standardised assessments of IQ. RESULTS The children with ND-CNVs had poorer coordination ability (b = 28.98, p < 0.001) and 91% of children with an ND-CNV screened positive for suspected developmental coordination disorder, compared to 19% of controls (OR = 42.53, p < 0.001). There was no difference in coordination ability between ND-CNV genotypes (F = 1.47, p = 0.184). Poorer coordination in children with ND-CNV was associated with more attention deficit hyperactivity disorder (ADHD) (β = -0.18, p = 0.021) and autism spectrum disorder trait (β = -0.46, p < 0.001) symptoms, along with lower full-scale (ß = 0.21, p = 0.011), performance (β = -0.20, p = 0.015) and verbal IQ (β = 0.17, p = 0.036). Mediation analysis indicated that coordination ability was a full mediator of anxiety symptoms (69% mediated, p = 0.012), and a partial mediator of ADHD (51%, p = 0.001) and autism spectrum disorder trait symptoms (66%, p < 0.001) as well as full scale IQ (40%, p = 0.002), performance IQ (40%, p = 0.005) and verbal IQ (38%, p = 0.006) scores. CONCLUSIONS The findings indicate that poor motor coordination is highly prevalent and closely linked to risk of mental health disorder and lower intellectual function in children with ND-CNVs. Future research should explore whether early interventions for poor coordination ability could ameliorate neurodevelopmental risk.
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Affiliation(s)
- Adam C. Cunningham
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Michael J. Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Marianne B. M. van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, 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] [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] [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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32
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Dima DC, Adams R, Linden SC, Baird A, Smith J, Foley S, Perry G, Routley BC, Magazzini L, Drakesmith M, Williams N, Doherty J, van den Bree MBM, Owen MJ, Hall J, Linden DEJ, Singh KD. Electrophysiological network alterations in adults with copy number variants associated with high neurodevelopmental risk. Transl Psychiatry 2020; 10:324. [PMID: 32958742 PMCID: PMC7506525 DOI: 10.1038/s41398-020-00998-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 09/04/2020] [Indexed: 12/20/2022] Open
Abstract
Rare copy number variants associated with increased risk for neurodevelopmental and psychiatric disorders (referred to as ND-CNVs) are characterized by heterogeneous phenotypes thought to share a considerable degree of overlap. Altered neural integration has often been linked to psychopathology and is a candidate marker for potential convergent mechanisms through which ND-CNVs modify risk; however, the rarity of ND-CNVs means that few studies have assessed their neural correlates. Here, we used magnetoencephalography (MEG) to investigate resting-state oscillatory connectivity in a cohort of 42 adults with ND-CNVs, including deletions or duplications at 22q11.2, 15q11.2, 15q13.3, 16p11.2, 17q12, 1q21.1, 3q29, and 2p16.3, and 42 controls. We observed decreased connectivity between occipital, temporal, and parietal areas in participants with ND-CNVs. This pattern was common across genotypes and not exclusively characteristic of 22q11.2 deletions, which were present in a third of our cohort. Furthermore, a data-driven graph theory framework enabled us to successfully distinguish participants with ND-CNVs from unaffected controls using differences in node centrality and network segregation. Together, our results point to alterations in electrophysiological connectivity as a putative common mechanism through which genetic factors confer increased risk for neurodevelopmental and psychiatric disorders.
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Affiliation(s)
- Diana C Dima
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK.
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK.
| | - Rachael Adams
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
| | - Stefanie C Linden
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Alister Baird
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
| | - Jacqueline Smith
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Sonya Foley
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Gavin Perry
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Bethany C Routley
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Lorenzo Magazzini
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Mark Drakesmith
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Nigel Williams
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Joanne Doherty
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Marianne B M van den Bree
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Michael J Owen
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Jeremy Hall
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - David E J Linden
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Neuroscience and Mental Health Research Institute (NMHRI), Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
- School of Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Krish D Singh
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
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Lin A, Vajdi A, Kushan-Wells L, Helleman G, Hansen LP, Jonas RK, Jalbrzikowski M, Kingsbury L, Raznahan A, Bearden CE. Reciprocal Copy Number Variations at 22q11.2 Produce Distinct and Convergent Neurobehavioral Impairments Relevant for Schizophrenia and Autism Spectrum Disorder. Biol Psychiatry 2020; 88:260-272. [PMID: 32143830 PMCID: PMC7354903 DOI: 10.1016/j.biopsych.2019.12.028] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2019] [Revised: 12/12/2019] [Accepted: 12/30/2019] [Indexed: 01/09/2023]
Abstract
BACKGROUND 22q11.2 deletions and duplications are copy number variations (CNVs) that predispose to developmental neuropsychiatric disorders. Both CNVs are associated with autism spectrum disorder (ASD), while the deletion confers disproportionate risk for schizophrenia. Neurobehavioral profiles associated with these reciprocal CNVs in conjunction with brain imaging measures have not been reported. METHODS We profiled the impact of 22q11.2 CNVs on neurobehavioral measures relevant to ASD and psychosis in 106 22q11.2 deletion carriers, 38 22q11.2 duplication carriers, and 82 demographically matched healthy control subjects. To determine whether brain-behavior relationships were altered in CNV carriers, we further tested for interactions between group and regional brain structure on neurobehavioral domains. RESULTS Cognitive deficits were observed in both CNV groups, with the lowest IQs in deletion carriers. ASD and dimensionally measured ASD traits were elevated in both CNV groups; however, duplication carriers exhibited increased stereotypies compared to deletion carriers. Moreover, discriminant analysis using ASD subdomains distinguished between CNV cases with 76% accuracy. Both psychotic disorder diagnosis and dimensionally measured positive and negative symptoms were elevated in deletion carriers. Finally, healthy control subjects showed an inverse relationship between processing speed and cortical thickness in heteromodal association areas, which was absent in both CNV groups. CONCLUSIONS 22q11.2 CNVs differentially modulate intellectual functioning and psychosis-related symptomatology but converge on broad ASD-related symptomatology. However, subtle differences in ASD profiles distinguish CNV groups. Processing speed impairments, coupled with the lack of normative relationship between processing speed and cortical thickness in CNV carriers, implicate aberrant development of the cortical mantle in the pathology underlying impaired processing speed ability.
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Affiliation(s)
- Amy Lin
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California
| | - Ariana Vajdi
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California
| | - Leila Kushan-Wells
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California
| | - Gerhard Helleman
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California
| | - Laura Pacheco Hansen
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California
| | - Rachel K Jonas
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California
| | - Maria Jalbrzikowski
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Lyle Kingsbury
- Department of Biological Chemistry, University of California, Los Angeles, Los Angeles, California; Department of Neurobiology, University of California, Los Angeles, Los Angeles, California
| | - Armin Raznahan
- Developmental Neurogenomics Unit, Human Genetics Branch, National Institute of Mental Health, Bethesda, Maryland
| | - Carrie E Bearden
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California; Department of Psychology, University of California, Los Angeles, Los Angeles, California.
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Thapar A, Riglin L. The importance of a developmental perspective in Psychiatry: what do recent genetic-epidemiological findings show? Mol Psychiatry 2020; 25:1631-1639. [PMID: 31959848 PMCID: PMC7387296 DOI: 10.1038/s41380-020-0648-1] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 12/02/2019] [Accepted: 01/10/2020] [Indexed: 01/09/2023]
Abstract
There is growing appreciation that a developmental perspective is helpful in Psychiatry. However, clinical practice and research, especially in an era of very large sample sizes, often ignore the developmental context. In this perspective piece, we discuss why a developmental view is important in Psychiatry and how recent genetic-epidemiological findings further highlight this. DSM-5 childhood neurodevelopmental disorders such as ADHD, typically onset in early childhood but can persist into adult life; the same ADHD genetic loading appears to contribute across the life course. However, recent longitudinal studies have observed that ADHD symptoms may emerge later during adolescence and adult life in some individuals although the etiology of this late-onset group is unclear. The epidemiology and genetics of depression do not appear to be the same in childhood, adolescence, and adult life. Recent genetic findings further highlight this. Autistic type problems and irritability also appear to show developmental variation in their genetic etiology. These findings raise the question of whether social communication and irritability have the same meaning at different ages. Schizophrenia typically onsets after adolescence. However, it is commonly preceded by childhood antecedents that do not resemble schizophrenia itself but do appear to index schizophrenia genetic liability. We conclude that there is a need for clinicians and scientists to adopt a developmental perspective in clinical practice and research by considering age-at-onset and changes over time as well as different developmental periods when interpreting clinical symptoms.
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Affiliation(s)
- Anita Thapar
- Child and Adolescent Psychiatry Section, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK.
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.
| | - Lucy Riglin
- Child and Adolescent Psychiatry Section, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
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Moulding HA, Bartsch U, Hall J, Jones MW, Linden DE, Owen MJ, van den Bree MBM. Sleep problems and associations with psychopathology and cognition in young people with 22q11.2 deletion syndrome (22q11.2DS). Psychol Med 2020; 50:1191-1202. [PMID: 31144615 DOI: 10.1017/s0033291719001119] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Young people with 22q11.2 deletion syndrome (22q11.2DS) are at high risk for neurodevelopmental disorders. Sleep problems may play a role in this risk but their prevalence, nature and links to psychopathology and cognitive function remain undescribed in this population. METHOD Sleep problems, psychopathology, developmental coordination and cognitive function were assessed in 140 young people with 22q11.2DS (mean age = 10.1, s.d. = 2.46) and 65 unaffected sibling controls (mean age = 10.8, s.d.SD = 2.26). Primary carers completed questionnaires screening for the children's developmental coordination and autism spectrum disorder. RESULTS Sleep problems were identified in 60% of young people with 22q11.2DS compared to 23% of sibling controls (OR 5.00, p < 0.001). Two patterns best-described sleep problems in 22q11.2DS: restless sleep and insomnia. Restless sleep was linked to increased ADHD symptoms (OR 1.16, p < 0.001) and impaired executive function (OR 0.975, p = 0.013). Both patterns were associated with elevated symptoms of anxiety disorder (restless sleep: OR 1.10, p = 0.006 and insomnia: OR 1.07, p = 0.045) and developmental coordination disorder (OR 0.968, p = 0.0023, and OR 0.955, p = 0.009). The insomnia pattern was also linked to elevated conduct disorder symptoms (OR 1.53, p = 0.020). CONCLUSIONS Clinicians and carers should be aware that sleep problems are common in 22q11.2DS and index psychiatric risk, cognitive deficits and motor coordination problems. Future studies should explore the physiology of sleep and the links with the neurodevelopment in these young people.
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Affiliation(s)
- H A Moulding
- MRC Centre for Neuropsychiatric Genetics and Genomics and Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - U Bartsch
- School Physiology, Pharmacology & Neuroscience, University of Bristol, Biomedical Sciences Building, University Walk, BS8 1TD, UK
- Lilly UK, Erl Wood Manor, Windlesham, Surrey, GU20 6PH, UK
| | - J Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics and Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
- Neuroscience and Mental Health Research Institute, Cardiff University, Hadyn Ellis Building, Maindy Road, Cardiff, CF24 4HQ, UK
| | - M W Jones
- School Physiology, Pharmacology & Neuroscience, University of Bristol, Biomedical Sciences Building, University Walk, BS8 1TD, UK
| | - D E Linden
- MRC Centre for Neuropsychiatric Genetics and Genomics and Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
- Cardiff University Brain Research Imaging Centre, Maindy Road, Cardiff, CF24 4HQ, UK
| | - M J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics and Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - M B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics and Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
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Cognitive deficits in childhood, adolescence and adulthood in 22q11.2 deletion syndrome and association with psychopathology. Transl Psychiatry 2020; 10:53. [PMID: 32066691 PMCID: PMC7026075 DOI: 10.1038/s41398-020-0736-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 01/02/2020] [Accepted: 01/13/2020] [Indexed: 11/19/2022] Open
Abstract
22q11.2 Deletion Syndrome (22q11.2DS) is associated with high risk of psychiatric disorders and cognitive impairment. It remains unclear to what extent key cognitive skills are associated with psychopathology, and whether cognition is stable over time in 22q11.2DS. 236 children, adolescents and adults with 22q11.2DS and 106 typically developing controls were recruited from three sites across Europe. Measures of IQ, processing speed, sustained attention, spatial working memory and psychiatric assessments were completed. Cognitive performance in individuals was calculated relative to controls in different age groups (children (6-9 years), adolescents (10-17 years), adults (18+ years)). Individuals with 22q11.2DS exhibited cognitive impairment and higher rates of psychiatric disorders compared to typically developing controls. Presence of Autism Spectrum Disorder symptoms was associated with greater deficits in processing speed, sustained attention and working memory in adolescents but not children. Attention deficit hyperactivity disorder in children and adolescents and psychotic disorder in adulthood was associated with sustained attention impairment. Processing speed and working memory were more impaired in children and adults with 22q11.2DS respectively, whereas the deficit in sustained attention was present from childhood and remained static over developmental stages. Psychopathology was associated with cognitive profile of individuals with 22q11.2DS in an age-specific and domain-specific manner. Furthermore, magnitude of cognitive impairment differed by developmental stage in 22q11.2DS and the pattern differed by domain.
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Favre E, Leleu A, Peyroux E, Baudouin JY, Franck N, Demily C. Exploratory case study of monozygotic twins with 22q11.2DS provides further clues to circumscribe neurocognitive markers of psychotic symptoms. Neuroimage Clin 2019; 24:101987. [PMID: 31446315 PMCID: PMC6713843 DOI: 10.1016/j.nicl.2019.101987] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 07/16/2019] [Accepted: 08/16/2019] [Indexed: 01/09/2023]
Abstract
Variation in facial emotion processing abilities may contribute to variability in penetrance for psychotic symptoms in 22q11.2DS. However, the precise nature of the social cognitive dysfunction (i.e., facial expression perception vs. emotion recognition), the potential additional roles of genetic and environmental variabilities, and consequently the possibility of using this neurocognitive marker in clinical monitoring remain unclear. The present case study aimed at testing the hypothesis that when confounding factors are controlled, the presence of psychotic symptoms in 22q11.2DS is associated, at the individual level, with a neural marker of facial expression perception rather than explicit emotional face recognition. Two monozygotic twins with 22q11.2DS discordant for psychiatric manifestations performed (1) a classical facial emotion labelling task and (2) an implicit neural measurement of facial expression perception using a frequency-tagging approach in electroencephalography (EEG). Analysis of the periodic brain response elicited by a change of facial expression from neutrality indicated that the twin with psychotic symptoms did not detect emotion among neutral faces while the twin without the symptoms did. In contrast, both encountered difficulties labelling facial emotion. The results from this exploratory twin study support the idea that impaired facial expression perception rather than explicit recognition of the emotion expressed might be a neurocognitive endophenotype of psychotic symptoms that could be reliable at a clinical level. Although confirmatory studies should be required, it facilitates further discussion on the etiology of the clinical phenotype in 22q11.2DS.
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Affiliation(s)
- Emilie Favre
- GénoPsy, Centre de Référence Maladies Rares à Expression Psychiatrique, Centre Hospitalier Le Vinatier, 95 bd Pinel BP300.91, F-69 678 BRON Cedex, France; Equipe EDR-Psy, Institut de Sciences Cognitives Marc Jeannerod, CNRS-UMR5229 & Université Lyon 1 Claude Bernard, 67 bd Pinel, F-69 500 BRON, France.
| | - Arnaud Leleu
- Équipe Éthologie Développementale et Psychologie Cognitive, Centre des Sciences du Goût et de l'Alimentation, AgroSup Dijon, UMR 6265 CNRS, UMR 1324 INRA, Université Bourgogne Franche-Comté, 9 bd Jeanne d'Arc, F-21 000 Dijon, France.
| | - Elodie Peyroux
- GénoPsy, Centre de Référence Maladies Rares à Expression Psychiatrique, Centre Hospitalier Le Vinatier, 95 bd Pinel BP300.91, F-69 678 BRON Cedex, France; Equipe EDR-Psy, Institut de Sciences Cognitives Marc Jeannerod, CNRS-UMR5229 & Université Lyon 1 Claude Bernard, 67 bd Pinel, F-69 500 BRON, France; Centre ressource pour la réhabilitation psychosociale et la remédiation cognitive, Centre Hospitalier Le Vinatier, 5 rue Jean Sarrazin, F-69 008 Lyon, France.
| | - Jean-Yves Baudouin
- Équipe Éthologie Développementale et Psychologie Cognitive, Centre des Sciences du Goût et de l'Alimentation, AgroSup Dijon, UMR 6265 CNRS, UMR 1324 INRA, Université Bourgogne Franche-Comté, 9 bd Jeanne d'Arc, F-21 000 Dijon, France; Laboratoire Développement, Individu, Processus, Handicap, Education (DIPHE), Departement Psychologie du Développement, de l'Education et des Vulnérabilités (PsyDEV), Institut de psychologie, Université Lumière Lyon 2, 5 av Pierre Mendès-France, F-69676 Bron, France.
| | - Nicolas Franck
- Equipe EDR-Psy, Institut de Sciences Cognitives Marc Jeannerod, CNRS-UMR5229 & Université Lyon 1 Claude Bernard, 67 bd Pinel, F-69 500 BRON, France; Centre ressource pour la réhabilitation psychosociale et la remédiation cognitive, Centre Hospitalier Le Vinatier, 5 rue Jean Sarrazin, F-69 008 Lyon, France.
| | - Caroline Demily
- GénoPsy, Centre de Référence Maladies Rares à Expression Psychiatrique, Centre Hospitalier Le Vinatier, 95 bd Pinel BP300.91, F-69 678 BRON Cedex, France; Equipe EDR-Psy, Institut de Sciences Cognitives Marc Jeannerod, CNRS-UMR5229 & Université Lyon 1 Claude Bernard, 67 bd Pinel, F-69 500 BRON, France.
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Cunningham AC, Hill L, Mon-Williams M, Peall KJ, Linden DEJ, Hall J, Owen MJ, van den Bree MBM. Using kinematic analyses to explore sensorimotor control impairments in children with 22q11.2 deletion syndrome. J Neurodev Disord 2019; 11:8. [PMID: 31182009 PMCID: PMC6558818 DOI: 10.1186/s11689-019-9271-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 05/23/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The 22q11.2 deletion is associated with psychiatric and behavioural disorders, intellectual disability and multiple physical abnormalities. Recent research also indicates impaired coordination skills may be part of the clinical phenotype. This study aimed to characterise sensorimotor control abilities in children with 22q11.2 deletion syndrome (22q11.2DS) and investigate their relationships with co-occurring IQ impairments and psychopathology. METHODS Fifty-four children with 22q11.2DS and 24 unaffected sibling controls, comparable in age and gender, underwent kinematic analysis of their hand movements, whilst performing a battery of three visuo-manual coordination tasks that measured their tracking, aiming and steering abilities. Additionally, standardised assessments of full-scale IQ (FSIQ), attention deficit hyperactivity disorder, indicative autism spectrum disorder (ASD) and anxiety disorder symptomatology were conducted. RESULTS Children with 22q11.2DS showed deficits on seven of eight kinematic descriptors of movement quality across the three coordination tasks, compared to controls. Within 22q11.2DS cases, the extent of impairment on only three kinematic descriptors was significantly related to FSIQ after correction for multiple testing. Moreover, only error whilst visuo-manually tracking was nominally associated with ADHD symptom counts. CONCLUSIONS Impairments in sensorimotor control are seen on a range of visuo-manual tasks in children with 22q11.2DS but the extent of these impairments are largely unrelated to the severity of other psychopathological and intellectual impairments commonly found in children with 22q11.2DS.
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Affiliation(s)
- Adam C Cunningham
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Haydn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK.
| | - Liam Hill
- School of Psychology, University of Leeds, Leeds, West Yorkshire, UK
| | - Mark Mon-Williams
- School of Psychology, University of Leeds, Leeds, West Yorkshire, UK
| | - Kathryn J Peall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Haydn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - David E J Linden
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Haydn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Jeremy Hall
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Haydn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Haydn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
| | - Marianne B M van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Haydn Ellis Building, Maindy Road, Cathays, Cardiff, CF24 4HQ, UK
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Chawner SJRA, Owen MJ, Holmans P, Raymond FL, Skuse D, Hall J, van den Bree MBM. Genotype-phenotype associations in children with copy number variants associated with high neuropsychiatric risk in the UK (IMAGINE-ID): a case-control cohort study. Lancet Psychiatry 2019; 6:493-505. [PMID: 31056457 DOI: 10.1016/s2215-0366(19)30123-3] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 03/01/2019] [Accepted: 03/11/2019] [Indexed: 12/16/2022]
Abstract
BACKGROUND Several copy number variants (CNVs) are associated with a high risk of neurodevelopmental and psychiatric disorders (referred to as ND-CNVs). We aimed to characterise the effect of ND-CNVs on childhood development and investigate whether different ND-CNVs lead to distinct and specific patterns of cognitive and behavioural outcomes. METHODS In this case-control study, we used data from the Intellectual Disability and Mental Health: Assessing the Genomic Impact on Neurodevelopment (IMAGINE-ID) study. Children aged 4 years and older with pathogenic CNV or single nucleotide variants were recruited via the UK National Health Service (NHS) medical genetic clinic network and via patient support groups to complete broad online phenotyping, from whom children aged 6-19 years with at least one of a specific group of ND-CNVs (1q21.1 [proximal duplication, and distal deletion and duplication], 2p16.3 deletion, 9q34.3 deletion, 15q11.2 deletion, 15q13.3 deletion and duplication, 16p11.2 [proximal deletion and duplication, and distal deletion], and 22q11.2 deletion and duplication) and their families were approached for a deep phenotyping, home-based assessment, and we report on this sample here. We invited siblings of index children to participate as controls, for whom the presence of ND-CNVs was excluded by use of microarray results and also medical records where possible. We systematically assessed the children for psychiatric disorders and broader traits of neurodevelopmental, cognitive, and psychopathological origin and compared results of ND-CNV carriers with control siblings to test the hypothesis that phenotypes would differ by genotype, both quantitatively in terms of severity and qualitatively in the pattern of associated impairments. FINDINGS Between Oct 1, 2014, and Dec 31, 2018, of 2819 children recruited, 258 (9%) had one ND-CNV of interest, with 13 CNVs across nine loci, and underwent a home-based assessment. 106 control siblings were enrolled. 186 (80%) of ND-CNV carriers met criteria for one or more psychiatric disorder (odds ratio [OR] 13·8, 95% CI 7·2-26·3, compared with controls). The risk of attention-deficit hyperactivity disorder (OR 6·9, 3·2-15·1), oppositional defiant disorder (OR 3·6, 1·4-9·4), any anxiety disorder (OR 2·9, 1·2-6·7), and autism spectrum disorder traits (OR 44·1, 15·3-127·5) was particularly high compared with controls. ND-CNV carriers were impaired across all neurodevelopmental, cognitive, and psychopathological traits compared with controls. Only moderate quantitative and qualitative differences in phenotypic profile were found between genotypes. Overall, the range of phenotypes was broadly similar for all ND-CNV genotypes. Traits did show some evidence of genotypic specificity, with rank-based analyses showing moderate qualitative and quantitative profile differences between ND-CNVs; however, the specific genotype accounted for a low proportion of variance in cognitive and behavioural outcomes (approximately 5-20% depending on the trait). INTERPRETATION The 13 ND-CNVs studied have a similar range of adverse effects on childhood neurodevelopment, despite subtle quantitative and qualitative differences. Genomic risk for neuropsychiatric disorder has pleiotropic effects on multiple processes and neural circuits and indicates that future research should avoid being narrowly focused on single phenotypes. FUNDING UK Medical Research Council and Medical Research Foundation.
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Affiliation(s)
- Samuel J R A Chawner
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - Michael J Owen
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - Peter Holmans
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - F Lucy Raymond
- School of Clinical Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK; Cambridge University Hospitals NHS Foundation Trust, Cambridge Biomedical Campus, Cambridge, UK
| | - David Skuse
- Great Ormond Street Hospital, Institute of Child Health, University College London, London, UK
| | - Jeremy Hall
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK
| | - Marianne B M van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, and Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, UK.
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Rizzo R, Van den Bree M, Challenger A, Cuthbert A, Ayllon MA, Clarke A, Thompson R. Co-creating a knowledge base in the "22q11.2 deletion syndrome" community. J Community Genet 2019; 11:101-111. [PMID: 31129779 PMCID: PMC6962416 DOI: 10.1007/s12687-019-00425-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 05/09/2019] [Indexed: 12/14/2022] Open
Abstract
22q11.2 DS is characterised by its variability, rarity and variety of features ranging from congenital heart conditions to psychiatric and behavioural issues. As a result, health information–seeking behaviour is different from other more common conditions. An exploratory study was carried out to understand how parents access information and support, and how that information is shared. Qualitative interviews were carried out with families and support group representatives, and thematic analysis was applied. Four main themes emerged from our findings: perceptions of clinical expertise, parent empowerment, support group activities and community building via an Internet platform. Our thematic analysis enabled the construction of a possible model of information-seeking behaviour in parents and carers of children with 22q11.2 DS. We discuss the model and how the understanding of how information is shared and gathered can aid in clinical practice.
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Eaton CB, Thomas RH, Hamandi K, Payne GC, Kerr MP, Linden DEJ, Owen MJ, Cunningham AC, Bartsch U, Struik SS, van den Bree MBM. Epilepsy and seizures in young people with 22q11.2 deletion syndrome: Prevalence and links with other neurodevelopmental disorders. Epilepsia 2019; 60:818-829. [PMID: 30977115 PMCID: PMC6519005 DOI: 10.1111/epi.14722] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2018] [Revised: 03/14/2019] [Accepted: 03/14/2019] [Indexed: 12/30/2022]
Abstract
OBJECTIVE The true prevalence of epileptic seizures and epilepsy in 22q11.2 deletion syndrome (22q11.2DS) is unknown, because previous studies have relied on historical medical record review. Associations of epilepsy with other neurodevelopmental manifestations (eg, specific psychiatric diagnoses) remain unexplored. METHODS The primary caregivers of 108 deletion carriers (mean age 13.6 years) and 60 control siblings (mean age 13.1 years) completed a validated epilepsy screening questionnaire. A subsample (n = 44) underwent a second assessment with interview, prolonged electroencephalography (EEG), and medical record and epileptologist review. Intelligence quotient (IQ), psychopathology, and other neurodevelopmental problems were examined using neurocognitive assessment and questionnaire/interview. RESULTS Eleven percent (12/108) of deletion carriers had an epilepsy diagnosis (controls 0%, P = 0.004). Fifty-seven of the remaining 96 deletion carriers (59.4%) had seizures or seizurelike symptoms (controls 13.3%, 8/60, P < 0.001). A febrile seizure was reported for 24.1% (26/107) of cases (controls 0%, P < 0.001). One deletion carrier with a clinical history of epilepsy was diagnosed with an additional type of unprovoked seizure during the second assessment. One deletion carrier was newly diagnosed with epilepsy, and two more with possible nonmotor absence seizures. A positive screen on the epilepsy questionnaire was more likely in deletion carriers with lower performance IQ (odds ratio [OR] 0.96, P = 0.018), attention-deficit/hyperactivity disorder (ADHD) (OR 3.28, P = 0.021), autism symptoms (OR 3.86, P = 0.004), and indicative motor coordination disorder (OR 4.56, P = 0.021). SIGNIFICANCE Even when accounting for deletion carriers diagnosed with epilepsy, reports of seizures and seizurelike symptoms are common. These may be "true" epileptic seizures in some cases, which are not recognized during routine clinical care. Febrile seizures were far more common in deletion carriers compared to known population risk. A propensity for seizures in 22q11.2DS was associated with cognitive impairment, psychopathology, and motor coordination problems. Future research is required to determine whether this reflects common neurobiologic risk pathways or is a consequence of recurrent seizures.
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Affiliation(s)
- Christopher B Eaton
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK.,Cerebra Centre for Neurodevelopmental Disorders, School of Psychology, University of Birmingham, Birmingham, UK
| | - Rhys H Thomas
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK.,Institute of Neuroscience, Newcastle University, Newcastle-upon-Tyne, UK
| | - Khalid Hamandi
- The Epilepsy Unit, University Hospital of Wales, Cardiff, UK
| | | | - Michael P Kerr
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - David E J Linden
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK.,School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Michael J Owen
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Adam C Cunningham
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Ullrich Bartsch
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK.,Lilly UK Erl Wood Manor, Surrey, UK
| | - Siske S Struik
- Immunodeficiency Centre for Wales, University Hospital of Wales, Cardiff, UK
| | - Marianne B M van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
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42
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Chawner SJRA, Niarchou M, Doherty JL, Moss H, Owen MJ, van den Bree MBM. The emergence of psychotic experiences in the early adolescence of 22q11.2 Deletion Syndrome. J Psychiatr Res 2019; 109:10-17. [PMID: 30458299 PMCID: PMC6331974 DOI: 10.1016/j.jpsychires.2018.11.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 10/12/2018] [Accepted: 11/02/2018] [Indexed: 11/25/2022]
Abstract
Individuals with 22q11.2 Deletion Syndrome (22q11.2DS) are at substantial increased risk of psychosis spectrum outcomes including schizophrenia. We conducted a prospective, longitudinal study of the psychopathological and neurocognitive correlates of early psychotic phenomena in young people with 22q11.2DS (n = 75, mean age time 1 (T1) 9.9 years, time 2 (T2) 12.5 years). We also assessed unaffected control siblings (n = 33, mean age T1 10.6 years, T2 13.4 years). The prevalence of psychotic experiences, defined as subthreshold psychotic phenomena, substantially increased in children with 22q11.2DS from 4% (n = 3) in childhood (T1) to 21% (n = 16) in early adolescence (T2) (p = 0.001), and at T2 prevalence was significantly elevated (p = 0.020) relative to control siblings (3%). The emergence of psychotic experiences was associated with levels of childhood anxiety symptoms at T1 and differential development of the attention-executive domain. IQ ability and IQ change, however, were not associated with the emergence of psychotic experiences, indicating that initial changes in attention-executive functioning may precede the decline in global cognition that has been reported to be associated with later stages of psychosis development. Our study highlights that psychotic phenomena emerge early in 22q11.2DS and we implicate attention-executive functioning and anxiety as key domains associated with the development of these psychotic experiences.
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Affiliation(s)
- Samuel J R A Chawner
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, United Kingdom
| | - Maria Niarchou
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, United Kingdom
| | - Joanne L Doherty
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, United Kingdom
| | - Hayley Moss
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, United Kingdom
| | - Michael J Owen
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, United Kingdom
| | - Marianne B M van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, United Kingdom.
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43
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Niarchou M, Chawner SJRA, Fiksinski A, Vorstman JAS, Maeder J, Schneider M, Eliez S, Armando M, Pontillo M, Vicari S, McDonald-McGinn DM, Emanuel BS, Zackai EH, Bearden CE, Shashi V, Hooper SR, Owen MJ, Gur RE, Wray NR, van den Bree MBM, Thapar A. Attention deficit hyperactivity disorder symptoms as antecedents of later psychotic outcomes in 22q11.2 deletion syndrome. Schizophr Res 2019; 204:320-325. [PMID: 30093352 PMCID: PMC6406019 DOI: 10.1016/j.schres.2018.07.044] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 07/16/2018] [Accepted: 07/31/2018] [Indexed: 12/21/2022]
Abstract
Individuals with 22q11.2 Deletion Syndrome (22q11.2DS) are at substantially heightened risk for psychosis. Thus, prevention and early intervention strategies that target the antecedents of psychosis in this high-risk group are a clinical priority. Attention Deficit Hyperactivity Disorder (ADHD) is one the most prevalent psychiatric disorders in children with 22q11.2DS, particularly the inattentive subtype. The aim of this study was to test the hypothesis that ADHD inattention symptoms predict later psychotic symptoms and/or psychotic disorder in those with 22q11.2DS. 250 children and adolescents with 22q11.2DS without psychotic symptoms at baseline took part in a longitudinal study. Assessments were performed using well-validated structured diagnostic instruments at two time points (T1 (mean age = 11.2, SD = 3.1) and T2 (mean age = 14.3, SD = 3.6)). Inattention symptoms at T1 were associated with development of psychotic symptoms at T2 (OR:1.2, p = 0.01) but weak associations were found with development of psychotic disorder (OR:1.2, p = 0.15). ADHD diagnosis at T1 was strongly associated with development of psychotic symptoms at T2 (OR:4.5, p < 0.001) and psychotic disorder (OR:5.9, p = 0.02). Our findings that inattention symptoms and the diagnosis of ADHD are associated with subsequent psychotic outcomes in 22q11.2DS have important clinical implications. Future studies examining the effects of stimulant and other ADHD treatments on individuals with 22q11.2DS are warranted.
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Affiliation(s)
- Maria Niarchou
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom; Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia.
| | - Samuel J R A Chawner
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
| | - Ania Fiksinski
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, the Netherlands; Clinical Genetics Research Program, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; The Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
| | - Jacob A S Vorstman
- Clinical Genetics Research Program, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; The Dalglish Family 22q Clinic for 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada; The Hospital for Sick Children, Toronto, Canada
| | - Johanna Maeder
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Maude Schneider
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Stephan Eliez
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Marco Armando
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | | | | | | | - Beverly S Emanuel
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Elaine H Zackai
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Carrie E Bearden
- Semel Institute for Neuroscience and Human Behavior and Department of Psychology, UCLA, CA, USA
| | - Vandana Shashi
- Department of Pediatrics, Duke University School of Medicine, Durham, USA
| | - Stephen R Hooper
- Department of Allied Health Sciences, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Michael J Owen
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
| | - Raquel E Gur
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Psychiatry, Neuropsychiatry Section, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Child and Adolescent Psychiatry, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Naomi R Wray
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Marianne B M van den Bree
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
| | - Anita Thapar
- Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, United Kingdom
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44
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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: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [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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Nilsson SRO, Heath CJ, Takillah S, Didienne S, Fejgin K, Nielsen V, Nielsen J, Saksida LM, Mariani J, Faure P, Didriksen M, Robbins TW, Bussey TJ, Mar AC. Continuous performance test impairment in a 22q11.2 microdeletion mouse model: improvement by amphetamine. Transl Psychiatry 2018; 8:247. [PMID: 30429456 PMCID: PMC6235862 DOI: 10.1038/s41398-018-0295-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 08/21/2018] [Accepted: 10/05/2018] [Indexed: 02/03/2023] Open
Abstract
The 22q11.2 deletion syndrome (22q11.2DS) confers high risk of neurodevelopmental disorders such as schizophrenia and attention-deficit hyperactivity disorder. These disorders are associated with attentional impairment, the remediation of which is important for successful therapeutic intervention. We assessed a 22q11.2DS mouse model (Df(h22q11)/+) on a touchscreen rodent continuous performance test (rCPT) of attention and executive function that is analogous to human CPT procedures. Relative to wild-type littermates, Df(h22q11)/+ male mice showed impaired attentional performance as shown by decreased correct response ratio (hit rate) and a reduced ability to discriminate target stimuli from non-target stimuli (discrimination sensitivity, or d'). The Df(h22q11)/+ model exhibited decreased prefrontal cortical-hippocampal oscillatory synchrony within multiple frequency ranges during quiet wakefulness, which may represent a biomarker of cognitive dysfunction. The stimulant amphetamine (0-1.0 mg/kg, i.p.) dose-dependently improved d' in Df(h22q11)/+ mice whereas the highest dose of modafinil (40 mg/kg, i.p.) exacerbated their d' impairment. This is the first report to directly implicate attentional impairment in a 22q11.2DS mouse model, mirroring a key endophenotype of the human disorder. The capacity of the rCPT to detect performance impairments in the 22q11.2DS mouse model, and improvement following psychostimulant-treatment, highlights the utility and translational potential of the Df(h22q11)/+ model and this automated behavioral procedure.
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Affiliation(s)
- Simon R. O. Nilsson
- 0000000121885934grid.5335.0Department of Psychology, University of Cambridge, Cambridge, UK ,0000000121885934grid.5335.0MRC and Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK ,0000 0001 2109 4251grid.240324.3Neuroscience Institute, New York University Medical Center, New York, NY USA ,0000 0004 1936 8753grid.137628.9Department of Neuroscience and Physiology, School of Medicine, New York University, New York, NY USA
| | - Christopher J. Heath
- 0000000096069301grid.10837.3dSchool of Life, Health and Chemical Sciences, The Open University, Walton Hall, Milton Keynes, UK
| | - Samir Takillah
- Fatigue and Vigilance team, Neuroscience and Operational Constraints Department, French Armed Forces Biomedical Research Institute (IRBA), Brétigny-sur-Orge, France ,0000 0001 2188 0914grid.10992.33VIFASOM team (EA 7330), Paris Descartes University, Sorbonne Paris Cité, Hôtel Dieu, Paris, France ,0000 0001 2097 0141grid.121334.6Sorbonne Universités, Université Pierre et Marie Curie (UPMC), CNRS, INSERM, U1130, Institut de Biologie Paris Seine (IBPS), UMR 8246 Neuroscience Paris Seine (NPS), Team Neurophysiology and Behavior, Paris, France ,Sorbonne Universités, Université Pierre et Marie Curie (UPMC), CNRS, Institut de Biologie Paris Seine (IBPS), UMR 8256 Biological adaptation and ageing (B2A), Team Brain Development, Repair and Ageing, Paris, France ,APHP Hôpital, DHU Fast, Institut de la Longévité, Ivry-Sur-Seine, France
| | - Steve Didienne
- 0000 0001 2097 0141grid.121334.6Sorbonne Universités, Université Pierre et Marie Curie (UPMC), CNRS, INSERM, U1130, Institut de Biologie Paris Seine (IBPS), UMR 8246 Neuroscience Paris Seine (NPS), Team Neurophysiology and Behavior, Paris, France
| | - Kim Fejgin
- 0000 0004 0476 7612grid.424580.fH. Lundbeck A/S, Synaptic Transmission, Neuroscience Research DK, Copenhagen, Denmark
| | - Vibeke Nielsen
- 0000 0004 0476 7612grid.424580.fH. Lundbeck A/S, Synaptic Transmission, Neuroscience Research DK, Copenhagen, Denmark
| | - Jacob Nielsen
- 0000 0004 0476 7612grid.424580.fH. Lundbeck A/S, Synaptic Transmission, Neuroscience Research DK, Copenhagen, Denmark
| | - Lisa M. Saksida
- 0000000121885934grid.5335.0Department of Psychology, University of Cambridge, Cambridge, UK ,0000000121885934grid.5335.0MRC and Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK ,0000 0004 1936 8884grid.39381.30Molecular Medicine Research Group, Robarts Research Institute & Department of Physiology, Western University, London, ON Canada ,0000 0004 1936 8884grid.39381.30Pharmacology, Schulich School of Medicine & Dentistry, Western University, London, ON Canada ,0000 0004 1936 8884grid.39381.30The Brain and Mind Institute, Western University, London, ON Canada
| | - Jean Mariani
- Sorbonne Universités, Université Pierre et Marie Curie (UPMC), CNRS, Institut de Biologie Paris Seine (IBPS), UMR 8256 Biological adaptation and ageing (B2A), Team Brain Development, Repair and Ageing, Paris, France ,APHP Hôpital, DHU Fast, Institut de la Longévité, Ivry-Sur-Seine, France
| | - Philippe Faure
- 0000 0001 2188 0914grid.10992.33VIFASOM team (EA 7330), Paris Descartes University, Sorbonne Paris Cité, Hôtel Dieu, Paris, France
| | - Michael Didriksen
- 0000 0004 0476 7612grid.424580.fH. Lundbeck A/S, Synaptic Transmission, Neuroscience Research DK, Copenhagen, Denmark
| | - Trevor W. Robbins
- 0000000121885934grid.5335.0Department of Psychology, University of Cambridge, Cambridge, UK ,0000000121885934grid.5335.0MRC and Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - Timothy J. Bussey
- 0000000121885934grid.5335.0Department of Psychology, University of Cambridge, Cambridge, UK ,0000000121885934grid.5335.0MRC and Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK ,0000 0004 1936 8884grid.39381.30Molecular Medicine Research Group, Robarts Research Institute & Department of Physiology, Western University, London, ON Canada ,0000 0004 1936 8884grid.39381.30Pharmacology, Schulich School of Medicine & Dentistry, Western University, London, ON Canada ,0000 0004 1936 8884grid.39381.30The Brain and Mind Institute, Western University, London, ON Canada
| | - Adam C. Mar
- 0000 0001 2109 4251grid.240324.3Neuroscience Institute, New York University Medical Center, New York, NY USA ,0000 0004 1936 8753grid.137628.9Department of Neuroscience and Physiology, School of Medicine, New York University, New York, NY USA
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Doherty J, Cooper M, Thapar A. Advances in our understanding of the genetics of childhood neurodevelopmental disorders. EVIDENCE-BASED MENTAL HEALTH 2018; 21:171-172. [PMID: 30361329 PMCID: PMC10270455 DOI: 10.1136/ebmental-2018-300067] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 10/02/2018] [Indexed: 11/04/2022]
Affiliation(s)
- Joanne Doherty
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK
| | - Miriam Cooper
- Neurodevelopmental Service, Cwm Taf University Health Board, Merthyr Tydfil, UK
| | - Anita Thapar
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK
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47
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Fiksinski AM, Schneider M, Murphy CM, Armando M, Vicari S, Canyelles JM, Gothelf D, Eliez S, Breetvelt EJ, Arango C, Vorstman JAS. Understanding the pediatric psychiatric phenotype of 22q11.2 deletion syndrome. Am J Med Genet A 2018; 176:2182-2191. [PMID: 30194907 PMCID: PMC6209526 DOI: 10.1002/ajmg.a.40387] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Revised: 02/22/2018] [Accepted: 06/10/2018] [Indexed: 01/29/2023]
Abstract
The purpose of this article is to provide an overview of current insights into the neurodevelopmental and psychiatric manifestations of 22q11.2 deletion syndrome (22q11DS) in children and adolescents. The pediatric neuropsychiatric expression of 22q11DS is characterized by high variability, both interindividual and intraindividual (different expressions over the lifespan). Besides varying levels of intellectual disability, the prevalence of autism spectrum disorders, attention deficit disorders, anxiety disorders, and psychotic disorders in young individuals with 22q11DS is significantly higher than in the general population, or in individuals with idiopathic intellectual disability. Possible explanations for this observed phenotypic variability will be discussed, including genetic pleiotropy, gene-environment interactions, the age-dependency of phenotypes, but also the impact of assessment and ascertainment bias as well as the limitations of our current diagnostic classification system. The implications inferred by these observations aforementioned bear direct relevance to both scientists and clinicians. Observations regarding the neuropsychiatric manifestations in individuals with 22q11DS exemplify the need for a dimensional approach to neuropsychiatric assessment, in addition to our current categorical diagnostic classification system. The potential usefulness of 22q11DS as a genetic model to study the early phases of schizophrenia as well as the phenomenon of neuropsychiatric pleiotropy observed in many CNV's will be delineated. From a clinical perspective, the importance of regular neuropsychiatric evaluations with attention to symptoms not always captured in diagnostic categories and of maintaining equilibrium between individual difficulties and competencies and environmental demands will be discussed.
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Affiliation(s)
- Ania M Fiksinski
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
- Dalglish Family 22q Clinic for Adults with 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, and Clinical Genetics Research Program, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Maude Schneider
- Developmental Imaging and Psychopathology Lab, Department of Psychiatry, School of Medicine, University of Geneva, Geneva, Switzerland
- Center for Contextual Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Clodagh M Murphy
- Sackler Institute for Translational Neurodevelopment and Department of Forensic and Neurodevelopmental Sciences, King's College London, Institute of Psychiatry, Psychology & Neuroscience, London, UK
- Behavioural and Developmental Psychiatry Clinical Academic Group, Behavioural Genetics Clinic, Adult Autism and ADHD Service, South London and Maudsley Foundation NHS Trust, London, UK
| | - Marco Armando
- Developmental Imaging and Psychopathology Lab, Department of Psychiatry, School of Medicine, University of Geneva, Geneva, Switzerland
- Child and Adolescence Neuropsychiatry Unit, Department of Neuroscience, Children Hospital Bambino Gesù, Rome, Italy
| | - Stefano Vicari
- Child and Adolescence Neuropsychiatry Unit, Department of Neuroscience, Children Hospital Bambino Gesù, Rome, Italy
| | | | - Doron Gothelf
- Child and Adolescent Psychiatry Unit Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Sagol School of Neuroscience and Sackler School of Medicine Tel Aviv University, Tel Aviv, Israel
| | - Stephan Eliez
- Developmental Imaging and Psychopathology Lab, Department of Psychiatry, School of Medicine, University of Geneva, Geneva, Switzerland
| | - Elemi J Breetvelt
- Dalglish Family 22q Clinic for Adults with 22q11.2 Deletion Syndrome, Toronto General Hospital, University Health Network, and Clinical Genetics Research Program, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Celso Arango
- Child and Adolescent Psychiatry Department, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, CIBERSAM, Madrid, Spain
| | - Jacob A S Vorstman
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Psychiatry, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
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48
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Zhao Y, Guo T, Fiksinski A, Breetvelt E, McDonald-McGinn DM, Crowley TB, Diacou A, Schneider M, Eliez S, Swillen A, Breckpot J, Vermeesch J, Chow EWC, Gothelf D, Duijff S, Evers R, van Amelsvoort TA, van den Bree M, Owen M, Niarchou M, Bearden CE, Ornstein C, Pontillo M, Buzzanca A, Vicari S, Armando M, Murphy KC, Murphy C, Garcia-Minaur S, Philip N, Campbell L, Morey-Cañellas J, Raventos J, Rosell J, Heine-Suner D, Shprintzen RJ, Gur RE, Zackai E, Emanuel BS, Wang T, Kates WR, Bassett AS, Vorstman JAS, Morrow BE. Variance of IQ is partially dependent on deletion type among 1,427 22q11.2 deletion syndrome subjects. Am J Med Genet A 2018; 176:2172-2181. [PMID: 30289625 PMCID: PMC6209529 DOI: 10.1002/ajmg.a.40359] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 05/02/2018] [Accepted: 05/23/2018] [Indexed: 12/28/2022]
Abstract
The 22q11.2 deletion syndrome is caused by non-allelic homologous recombination events during meiosis between low copy repeats (LCR22) termed A, B, C, and D. Most patients have a typical LCR22A-D (AD) deletion of 3 million base pairs (Mb). In this report, we evaluated IQ scores in 1,478 subjects with 22q11.2DS. The mean of full scale IQ, verbal IQ, and performance IQ scores in our cohort were 72.41 (standard deviation-SD of 13.72), 75.91(SD of 14.46), and 73.01(SD of 13.71), respectively. To investigate whether IQ scores are associated with deletion size, we examined individuals with the 3 Mb, AD (n = 1,353) and nested 1.5 Mb, AB (n = 74) deletions, since they comprised the largest subgroups. We found that full scale IQ was decreased by 6.25 points (p = .002), verbal IQ was decreased by 8.17 points (p = .0002) and performance IQ was decreased by 4.03 points (p = .028) in subjects with the AD versus AB deletion. Thus, individuals with the smaller, 1.5 Mb AB deletion have modestly higher IQ scores than those with the larger, 3 Mb AD deletion. Overall, the deletion of genes in the AB region largely explains the observed low IQ in the 22q11.2DS population. However, our results also indicate that haploinsufficiency of genes in the LCR22B-D region (BD) exert an additional negative impact on IQ. Furthermore, we did not find evidence of a confounding effect of severe congenital heart disease on IQ scores in our cohort.
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Affiliation(s)
- Yingjie Zhao
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tingwei Guo
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ania Fiksinski
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
- Center for Addiction and Mental Health and the University of Toronto, Toronto, Canada
| | - Elemi Breetvelt
- Center for Addiction and Mental Health and the University of Toronto, Toronto, Canada
| | - Donna M. McDonald-McGinn
- Division of Human Genetics, Children’s Hospital of Philadelphia and Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Terrence B. Crowley
- Division of Human Genetics, Children’s Hospital of Philadelphia and Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Alexander Diacou
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Maude Schneider
- Developmental Imaging and Psychopathology Lab, University of Geneva School of Medicine, Geneva, Switzerland
| | - Stephan Eliez
- Developmental Imaging and Psychopathology Lab, University of Geneva School of Medicine, Geneva, Switzerland
| | - Ann Swillen
- Center for Human Genetics, Katholieke Universiteit Leuven (KU Leuven), Leuven, Belgium
| | - Jeroen Breckpot
- Center for Human Genetics, Katholieke Universiteit Leuven (KU Leuven), Leuven, Belgium
| | - Joris Vermeesch
- Center for Human Genetics, Katholieke Universiteit Leuven (KU Leuven), Leuven, Belgium
| | - Eva W. C. Chow
- Center for Addiction and Mental Health and the University of Toronto, Toronto, Canada
| | - Doron Gothelf
- Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- The Child Psychiatry Division, Edmond and Lily Sapfra Children’s Hospital, Sheba Medical Center, Ramat Gan, Israel
| | - Sasja Duijff
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Rens Evers
- Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands
| | | | - Marianne van den Bree
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, Wales
| | - Michael Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, Wales
| | - Maria Niarchou
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, Wales
| | - Carrie E. Bearden
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Claudia Ornstein
- Department of Psychiatry, Hospital Clinico Universidad de Chile,, Santiago, Chile
| | - Maria Pontillo
- Child and Adolescence Neuropsychiatry Unit, Department of Neuroscience, Children Hospital Bambino Gesu, Rome, Italy
| | - Antonino Buzzanca
- Department of Human Neuroscience, University Sapienza of Rome, Rome, Italy
| | - Stefano Vicari
- Child and Adolescence Neuropsychiatry Unit, Department of Neuroscience, Children Hospital Bambino Gesu, Rome, Italy
| | - Marco Armando
- Developmental Imaging and Psychopathology Lab, University of Geneva School of Medicine, Geneva, Switzerland
- Child and Adolescence Neuropsychiatry Unit, Department of Neuroscience, Children Hospital Bambino Gesu, Rome, Italy
| | - Kieran C. Murphy
- Department of Psychiatry, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Clodagh Murphy
- Department of Psychiatry, King’s College London, London, England
| | - Sixto Garcia-Minaur
- Section of Clinical Genetics and Dismorphology, Instituto de Genética Médica y Molecular, INGEMM, Hospital Universitario La Paz, Madrid, Spain
| | - Nicole Philip
- Department of Medical Genetics, APHM, MMG, INSERM, Aix-Marseille University, Marseille, France
| | - Linda Campbell
- School of Psychology, University of Newcastle, Newcastle, Australia
| | | | | | - Jordi Rosell
- Section of Genetics, Hospital Son Espases, Palma, Spain
| | | | - Robert J. Shprintzen
- The Virtual Center for Velo-Cardio-Facial Syndrome and Related Disorders, Syracuse, NY, USA
| | - Raquel E. Gur
- Department of Psychiatry and the Lifespan Brain Institute, Perelman School of Medicine and Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, USA
| | - Elaine Zackai
- Division of Human Genetics, Children’s Hospital of Philadelphia and Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Beverly S. Emanuel
- Division of Human Genetics, Children’s Hospital of Philadelphia and Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Tao Wang
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Wendy R. Kates
- Department of Psychiatry and Behavioral Sciences, and Program in Neuroscience, SUNY Upstate Medical University, Syracuse, USA
| | - Anne S. Bassett
- Center for Addiction and Mental Health and the University of Toronto, Toronto, Canada
- The Dalglish 22q Clinic for Adults, Toronto General Hospital, University Health Network, Toronto, Canada
| | | | - Bernice E. Morrow
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
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Abstract
OBJECTIVE While individuals with 22q11.2 deletion syndrome (22q11DS) are at increased risk for a variety of functional impairments and psychiatric disorders, including psychosis, not all individuals with 22q11DS experience negative outcomes. Efforts to further understand which childhood variables best predict adult functional outcomes are needed, especially those that investigate childhood executive functioning abilities. METHODS This longitudinal study followed 63 individuals with 22q11DS and 43 control participants over 9 years. Childhood executive functioning ability was assessed using both rater-based and performance-based measures and tested as predictors of young adult outcomes. RESULTS Childhood global executive functioning abilities and parent report of child executive functioning abilities were the most consistent predictors of young adult outcomes. The study group moderated the relationship between child executive functioning and young adult outcomes for several outcomes such that the relationships were stronger in the 22q11DS sample. CONCLUSION Rater-based and performance-based measures of childhood executive functioning abilities predicted young adult outcomes in individuals with and without 22q11DS. Executive functioning could be a valuable target for treatment in children with 22q11DS for improving not only childhood functioning but also adult outcomes. (JINS, 2018, 24, 905-916).
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50
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Abstract
Schizophrenia and other types of psychosis incur suffering, high health care costs and loss of human potential, due to the combination of early onset and poor response to treatment. Our ability to prevent or cure psychosis depends on knowledge of causal mechanisms. Molecular genetic studies show that thousands of common and rare variants contribute to the genetic risk for psychosis. Epidemiological studies have identified many environmental factors associated with increased risk of psychosis. However, no single genetic or environmental factor is sufficient to cause psychosis on its own. The risk of developing psychosis increases with the accumulation of many genetic risk variants and exposures to multiple adverse environmental factors. Additionally, the impact of environmental exposures likely depends on genetic factors, through gene-environment interactions. Only a few specific gene-environment combinations that lead to increased risk of psychosis have been identified to date. An example of replicable gene-environment interaction is a common polymorphism in the AKT1 gene that makes its carriers sensitive to developing psychosis with regular cannabis use. A synthesis of results from twin studies, molecular genetics, and epidemiological research outlines the many genetic and environmental factors contributing to psychosis. The interplay between these factors needs to be considered to draw a complete picture of etiology. To reach a more complete explanation of psychosis that can inform preventive strategies, future research should focus on longitudinal assessments of multiple environmental exposures within large, genotyped cohorts beginning early in life.
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Affiliation(s)
- Alyson Zwicker
- Department of Pathology,Dalhousie University,Halifax,NS,Canada
| | | | - Rudolf Uher
- Department of Pathology,Dalhousie University,Halifax,NS,Canada
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