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Besterman AD, Alnor MA, Castaño M, DeLisi LE, Grice DE, Lohoff FW, Middeldorp CM, Müller DJ, Quattrone D, Nurnberger J, Nurmi EL, Ross DA, Soda T, Schulze TG, Trost B, Vilella E, Yap CX, Zai G, Moreno-De-Luca D. Psychiatric Genetics in Clinical Practice: Essential Knowledge for Mental Health Professionals. Am J Psychiatry 2025:appiajp20240295. [PMID: 40134266 DOI: 10.1176/appi.ajp.20240295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/27/2025]
Abstract
OBJECTIVE The authors provide recommendations on incorporating recent advances in psychiatric genetics into clinical practice for mental health clinicians. METHOD The International Society for Psychiatric Genetics Education Committee met monthly to come to a consensus on priority topics in psychiatric genetics. Topics were then assigned to small teams of subspecialty experts to summarize the current knowledge base and create an illustrative clinical case. Topics included, familial aggregation, common and rare genetic variants, epigenetics, gene-environment interactions, pharmacogenomics, genetic counseling, and ethical and social implications. Each section was reviewed and revised by all committee members and then finalized by the Committee Chair. RESULTS Key findings highlight the importance of understanding the genetic architecture of psychiatric disorders, the potential applications of genetic information in risk assessment, diagnosis, treatment selection, and patient education, as well as the ethical and social considerations surrounding the use of genetic data. The committee emphasizes the need for a nuanced approach that integrates genetic factors with environmental and experiential factors in a holistic model of care. CONCLUSION As psychiatric genetics continues to evolve rapidly, mental health clinicians must stay informed about the latest findings and their clinical implications. Ongoing education, collaboration with genetics professionals, and effective communication strategies are crucial to harness the power of genetics while avoiding potential pitfalls such as genetic determinism and stigma. The committee recommends a balanced perspective that recognizes the complex interplay of genetic and non-genetic factors in shaping mental health outcomes.
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Affiliation(s)
- Aaron D Besterman
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Mohamed A Alnor
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Mauricio Castaño
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Lynn E DeLisi
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Dorothy E Grice
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Falk W Lohoff
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Christel M Middeldorp
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Daniel J Müller
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Diego Quattrone
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - John Nurnberger
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Erika L Nurmi
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - David A Ross
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Takahiro Soda
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Thomas G Schulze
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Brett Trost
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Elisabet Vilella
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Chloe X Yap
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Gwyneth Zai
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
| | - Daniel Moreno-De-Luca
- University of California San Diego Department of Psychiatry, Rady Children's Hospital San Diego, and Rady Children's Institute for Genomic Medicine, San Diego (Besterman); School of Medicine, University of Khartoum, Khartoum, Sudan and American Center for Psychiatry and Neurology, UAE (Alnor); Department of Mental Health and Human Behaviour, University of Caldas, Manizales, Caldas, Colombia (Castaño); Cambridge Health Alliance and Harvard Medical School, Cambridge, MA (DeLisi); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Grice); National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (Lohoff); Department of Child and Youth Psychiatry and Psychology, Amsterdam UMC, Amsterdam Reproduction & Development Research Institute, Amsterdam Public Health Research Institute, The Netherlands (Middeldorp); Pharmacogenetics Research Clinic, Centre for Addiction and Mental Health, Toronto, Canada and Department of Psychiatry, University of Toronto, Canada (Müller); Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, U.K., and Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), Psychiatry Section, University of Palermo, Palermo, Italy (Quattrone); Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis (Nurnberger); Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (Nurmi); Department of Psychiatry, University of Alberta Faculty of Medicine and Dentistry, Edmonton (Ross); Center for Autism and Neurodevelopment, Department of Psychiatry, University of Florida College of Medicine, Gainesville (Soda); Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Germany (Schulze); Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada (Trost); Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili-CERCA, Universitat Rovira i Virgili, CIBERSAM-Instituto de Salud Carlos III. Reus, Spain (Vilella); Department of Psychiatry, University of Oxford, and Mater Research Institute, Faculty of Medicine, University of Queensland and Metro South Addiction and Mental Health Service, Brisbane, Australia (Yap); Neurogenetics Section, Molecular Brain Sciences Department, Centre for Addiction and Mental Health, Department of Psychiatry and Institute of Medical Science, University of Toronto, Ontario, Canada (Zai); Precision Medicine in Autism (PRISMA) Group, Division of Child and Adolescent Psychiatry, Department of Psychiatry, Faculty of Medicine and Dentistry; Women and Children's Health Research Institute; Neuroscience and Mental Health Institute; University of Alberta; Alberta Health Services; CASA Mental Health; Edmonton, AB, Canada (Moreno-De-Luca)
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10
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Fehlings DL, Zarrei M, Engchuan W, Sondheimer N, Thiruvahindrapuram B, MacDonald JR, Higginbotham EJ, Thapa R, Behlim T, Aimola S, Switzer L, Ng P, Wei J, Danthi PS, Pellecchia G, Lamoureux S, Ho K, Pereira SL, de Rijke J, Sung WWL, Mowjoodi A, Howe JL, Nalpathamkalam T, Manshaei R, Ghaffari S, Whitney J, Patel RV, Hamdan O, Shaath R, Trost B, Knights S, Samdup D, McCormick A, Hunt C, Kirton A, Kawamura A, Mesterman R, Gorter JW, Dlamini N, Merico D, Hilali M, Hirschfeld K, Grover K, Bautista NX, Han K, Marshall CR, Yuen RKC, Subbarao P, Azad MB, Turvey SE, Mandhane P, Moraes TJ, Simons E, Maxwell G, Shevell M, Costain G, Michaud JL, Hamdan FF, Gauthier J, Uguen K, Stavropoulos DJ, Wintle RF, Oskoui M, Scherer SW. Comprehensive whole-genome sequence analyses provide insights into the genomic architecture of cerebral palsy. Nat Genet 2024; 56:585-594. [PMID: 38553553 DOI: 10.1038/s41588-024-01686-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/13/2024] [Indexed: 04/17/2024]
Abstract
We performed whole-genome sequencing (WGS) in 327 children with cerebral palsy (CP) and their biological parents. We classified 37 of 327 (11.3%) children as having pathogenic/likely pathogenic (P/LP) variants and 58 of 327 (17.7%) as having variants of uncertain significance. Multiple classes of P/LP variants included single-nucleotide variants (SNVs)/indels (6.7%), copy number variations (3.4%) and mitochondrial mutations (1.5%). The COL4A1 gene had the most P/LP SNVs. We also analyzed two pediatric control cohorts (n = 203 trios and n = 89 sib-pair families) to provide a baseline for de novo mutation rates and genetic burden analyses, the latter of which demonstrated associations between de novo deleterious variants and genes related to the nervous system. An enrichment analysis revealed previously undescribed plausible candidate CP genes (SMOC1, KDM5B, BCL11A and CYP51A1). A multifactorial CP risk profile and substantial presence of P/LP variants combine to support WGS in the diagnostic work-up across all CP and related phenotypes.
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Affiliation(s)
- Darcy L Fehlings
- Division of Developmental Paediatrics, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Mehdi Zarrei
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Worrawat Engchuan
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Neal Sondheimer
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | | | - Jeffrey R MacDonald
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Edward J Higginbotham
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Genome Diagnostics, Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ritesh Thapa
- Division of Developmental Paediatrics, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
| | - Tarannum Behlim
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montréal, Québec, Canada
| | - Sabrina Aimola
- Division of Developmental Paediatrics, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
| | - Lauren Switzer
- Division of Developmental Paediatrics, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
| | - Pamela Ng
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montréal, Québec, Canada
| | - John Wei
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Prakroothi S Danthi
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Giovanna Pellecchia
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sylvia Lamoureux
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Karen Ho
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sergio L Pereira
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jill de Rijke
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Wilson W L Sung
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Alireza Mowjoodi
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jennifer L Howe
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Thomas Nalpathamkalam
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Roozbeh Manshaei
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Ted Rogers Centre for Heart Research, Cardiac Genome Clinic, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Siavash Ghaffari
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Joseph Whitney
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rohan V Patel
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Omar Hamdan
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rulan Shaath
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Brett Trost
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Shannon Knights
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Grandview Children's Centre, Oshawa, Ontario, Canada
| | - Dawa Samdup
- Department of Pediatrics, Queen's University, Kingston, Ontario, Canada
| | - Anna McCormick
- Children's Hospital of Eastern Ontario and University of Ottawa, Ottawa, Ontario, Canada
| | - Carolyn Hunt
- Grandview Children's Centre, Oshawa, Ontario, Canada
| | - Adam Kirton
- Department of Pediatrics, Department of Clinical Neuroscience, University of Calgary, Calgary, Alberta, Canada
| | - Anne Kawamura
- Division of Developmental Paediatrics, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ronit Mesterman
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
| | - Jan Willem Gorter
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
| | - Nomazulu Dlamini
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Neurosciences and Mental Health Program, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Daniele Merico
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Deep Genomics Inc., Toronto, Ontario, Canada
- Vevo Therapeutics Inc., San Francisco, CA, USA
| | - Murto Hilali
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kyle Hirschfeld
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kritika Grover
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nelson X Bautista
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kara Han
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Christian R Marshall
- Genome Diagnostics, Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ryan K C Yuen
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Padmaja Subbarao
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
- Department of Physiology, University of Toronto, Toronto, Ontario, Canada
| | - Meghan B Azad
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Stuart E Turvey
- Department of Pediatrics, BC Children's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Piush Mandhane
- Faculty of Medicine & Dentistry, Pediatrics Department, University of Alberta, Edmonton, Alberta, Canada
| | - Theo J Moraes
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Program in Translation Medicine & Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Elinor Simons
- Department of Pediatrics and Child Health, Section of Allergy and Clinical Immunology, University of Manitoba, Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, Canada
| | - George Maxwell
- Women's Health Integrated Research Center, Inova Women's Service Line, Inova Health System, Falls Church, VA, USA
| | - Michael Shevell
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montréal, Québec, Canada
- Departments of Pediatrics and Department of Neurology and Neurosurgery, McGill University, Montréal, Québec, Canada
| | - Gregory Costain
- Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Genome Diagnostics, Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jacques L Michaud
- Departments of Pediatrics and Neurosciences, Université de Montréal, Montréal, Québec, Canada
- CHU Sainte-Justine Azrieli Research Center, Montréal, Québec, Canada
| | - Fadi F Hamdan
- CHU Sainte-Justine Azrieli Research Center, Montréal, Québec, Canada
- Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
| | - Julie Gauthier
- CHU Sainte-Justine Azrieli Research Center, Montréal, Québec, Canada
- Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
| | - Kevin Uguen
- CHU Sainte-Justine Azrieli Research Center, Montréal, Québec, Canada
| | - Dimitri J Stavropoulos
- Genome Diagnostics, Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Richard F Wintle
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Maryam Oskoui
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montréal, Québec, Canada
- Departments of Pediatrics and Department of Neurology and Neurosurgery, McGill University, Montréal, Québec, Canada
| | - Stephen W Scherer
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada.
- Department of Molecular Genetics and McLaughlin Centre, University of Toronto, Toronto, Ontario, Canada.
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