Excess of rare novel loss-of-function variants in synaptic genes in schizophrenia and autism spectrum disorders

Schizophrenia (SZ) and autism spectrum disorders (ASDs) are complex neurodevelopmental disorders that may share an underlying pathology suggested by shared genetic risk variants. We sequenced the exonic regions of 215 genes in 147 ASD cases, 273 SZ cases and 287 controls, to identify rare risk mutations. Genes were primarily selected for their function in the synapse and were categorized as: (1) Neurexin and Neuroligin Interacting Proteins, (2) Post-synaptic Glutamate Receptor Complexes, (3) Neural Cell Adhesion Molecules, (4) DISC1 and Interactors and (5) Functional and Positional Candidates. Thirty-one novel loss-of-function (LoF) variants that are predicted to severely disrupt protein-coding sequence were detected among 2 861 rare variants. We found an excess of LoF variants in the combined cases compared with controls (P=0.02). This effect was stronger when analysis was limited to singleton LoF variants (P=0.0007) and the excess was present in both SZ (P=0.002) and ASD (P=0.001). As an individual gene category, Neurexin and Neuroligin Interacting Proteins carried an excess of LoF variants in cases compared with controls (P=0.05). A de novo nonsense variant in GRIN2B was identified in an ASD case adding to the growing evidence that this is an important risk gene for the disorder. These data support synapse formation and maintenance as key molecular mechanisms for SZ and ASD.

[1]  P. Sullivan,et al.  Family history of schizophrenia and bipolar disorder as risk factors for autism. , 2012, Archives of general psychiatry.

[2]  Thomas Bourgeron,et al.  Mapping autism risk loci using genetic linkage and chromosomal rearrangements , 2007, Nature Genetics.

[3]  R. Tervo,et al.  Expanding the clinical phenotype of the 3q29 microdeletion syndrome and characterization of the reciprocal microduplication , 2008, Molecular Cytogenetics.

[4]  M C O'Donovan,et al.  Functional gene group analysis identifies synaptic gene groups as risk factor for schizophrenia , 2011, Molecular Psychiatry.

[5]  Antti Tanskanen,et al.  11-year follow-up of mortality in patients with schizophrenia: a population-based cohort study (FIN11 study) , 2009, The Lancet.

[6]  E. Fuchs,et al.  Gene targeting of BPAG1: Abnormalities in mechanical strength and cell migration in stratified epithelia and neurologic degeneration , 1995, Cell.

[7]  Ryan W. Kim,et al.  Genomic Convergence Analysis of Schizophrenia: mRNA Sequencing Reveals Altered Synaptic Vesicular Transport in Post-Mortem Cerebellum , 2008, PloS one.

[8]  C. Spencer,et al.  Identification of loci associated with schizophrenia by genome-wide association and follow-up , 2008, Nature Genetics.

[9]  Timothy W. Yu,et al.  Whole-Exome Sequencing and Homozygosity Analysis Implicate Depolarization-Regulated Neuronal Genes in Autism , 2012, PLoS genetics.

[10]  K Mizuguchi,et al.  Disrupted in Schizophrenia 1 Interactome: evidence for the close connectivity of risk genes and a potential synaptic basis for schizophrenia , 2007, Molecular Psychiatry.

[11]  D. Pinto,et al.  Structural variation of chromosomes in autism spectrum disorder. , 2008, American journal of human genetics.

[12]  Christopher Gillberg,et al.  Autism spectrum disorder diagnoses in Stockholm preschoolers. , 2010, Research in developmental disabilities.

[13]  S. Grant,et al.  Proteomic analysis of NMDA receptor–adhesion protein signaling complexes , 2000, Nature Neuroscience.

[14]  R. Huganir,et al.  Gain-of-function glutamate receptor interacting protein 1 variants alter GluA2 recycling and surface distribution in patients with autism , 2011, Proceedings of the National Academy of Sciences.

[15]  Bradley P. Coe,et al.  Sporadic autism exomes reveal a highly interconnected protein network of de novo mutations , 2012, Nature.

[16]  E. Kandel,et al.  Impaired long-term potentiation, spatial learning, and hippocampal development in fyn mutant mice. , 1992, Science.

[17]  Joseph K. Pickrell,et al.  A Systematic Survey of Loss-of-Function Variants in Human Protein-Coding Genes , 2012, Science.

[18]  S. Levy,et al.  De novo gene mutations highlight patterns of genetic and neural complexity in schizophrenia , 2012, Nature Genetics.

[19]  M. DePristo,et al.  A framework for variation discovery and genotyping using next-generation DNA sequencing data , 2011, Nature Genetics.

[20]  Urvashi Surti,et al.  Deletion 17q12 is a recurrent copy number variant that confers high risk of autism and schizophrenia. , 2010, American journal of human genetics.

[21]  Aiden Corvin,et al.  Genome-Wide Association Study Implicates HLA-C*01: 02 as a Risk Factor at the Major Histocompatibility Complex Locus in Schizophrenia Irish Schizophrenia Genomics Consortium and the Wellcome Trust Case Control Consortium 2 , 2012 .

[22]  C. Freitag,et al.  The genetics of autistic disorders and its clinical relevance: a review of the literature , 2007, Molecular Psychiatry.

[23]  Elvira Bramon,et al.  Disruption of the neurexin 1 gene is associated with schizophrenia. , 2009, Human molecular genetics.

[24]  A. Couteur,et al.  Autism Diagnostic Interview-Revised: A revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders , 1994, Journal of autism and developmental disorders.

[25]  P. Bork,et al.  A method and server for predicting damaging missense mutations , 2010, Nature Methods.

[26]  Jianxin Shi,et al.  Copy number variants in schizophrenia: confirmation of five previous findings and new evidence for 3q29 microdeletions and VIPR2 duplications. , 2011, The American journal of psychiatry.

[27]  S. Levy,et al.  Exome sequencing supports a de novo mutational paradigm for schizophrenia , 2011, Nature Genetics.

[28]  E. Kandel,et al.  Fyn tyrosine kinase is required for normal amygdala kindling , 1995, Epilepsy Research.

[29]  Mathieu Lemire,et al.  Defining rare variants by their frequencies in controls may increase type I error , 2011, Nature Genetics.

[30]  Robert T. Schultz,et al.  Autism genome-wide copy number variation reveals ubiquitin and neuronal genes , 2009, Nature.

[31]  S. Henikoff,et al.  Predicting the effects of coding non-synonymous variants on protein function using the SIFT algorithm , 2009, Nature Protocols.

[32]  S. Grant,et al.  The role of neuronal complexes in human X-linked brain diseases. , 2007, American journal of human genetics.

[33]  S. Horvath,et al.  Transcriptomic Analysis of Autistic Brain Reveals Convergent Molecular Pathology , 2011, Nature.

[34]  Fikret Erdogan,et al.  Comparative genome hybridization suggests a role for NRXN1 and APBA2 in schizophrenia. , 2007, Human molecular genetics.

[35]  Gary D Bader,et al.  Functional impact of global rare copy number variation in autism spectrum disorders , 2010, Nature.

[36]  Toshiro K. Ohsumi,et al.  Sequencing Chromosomal Abnormalities Reveals Neurodevelopmental Loci that Confer Risk across Diagnostic Boundaries , 2012, Cell.

[37]  E. Fombonne Epidemiology of Pervasive Developmental Disorders , 2009, Pediatric Research.

[38]  Masahiko Watanabe,et al.  NMDA Receptor GluN2B (GluRε2/NR2B) Subunit Is Crucial for Channel Function, Postsynaptic Macromolecular Organization, and Actin Cytoskeleton at Hippocampal CA3 Synapses , 2009, The Journal of Neuroscience.

[39]  M. Gill,et al.  Multiplex Target Enrichment Using DNA Indexing for Ultra-High Throughput SNP Detection , 2010, DNA research : an international journal for rapid publication of reports on genes and genomes.

[40]  Thomas W. Mühleisen,et al.  Large recurrent microdeletions associated with schizophrenia , 2008, Nature.

[41]  M. Gill,et al.  Molecular pathways involved in neuronal cell adhesion and membrane scaffolding contribute to schizophrenia and bipolar disorder susceptibility , 2011, Molecular Psychiatry.

[42]  J. Buizer-Voskamp,et al.  Recurrent CNVs disrupt three candidate genes in schizophrenia patients. , 2008, American journal of human genetics.

[43]  D. Willbold,et al.  Structure and potential function of γ‐aminobutyrate type A receptor‐associated protein , 2009, The FEBS journal.

[44]  A. Singleton,et al.  Rare Structural Variants Disrupt Multiple Genes in Neurodevelopmental Pathways in Schizophrenia , 2008, Science.

[45]  J. Tsien,et al.  Genetic Enhancement of Memory and Long-Term Potentiation but Not CA1 Long-Term Depression in NR2B Transgenic Rats , 2009, PloS one.

[46]  Thomas Bourgeron,et al.  Mutations of the X-linked genes encoding neuroligins NLGN3 and NLGN4 are associated with autism , 2003, Nature Genetics.

[47]  M. Hill,et al.  Knockdown of the psychosis susceptibility gene ZNF804A alters expression of genes involved in cell adhesion. , 2012, Human molecular genetics.

[48]  Joshua M. Korn,et al.  Association between microdeletion and microduplication at 16p11.2 and autism. , 2008, The New England journal of medicine.

[49]  A. Sonnenberg,et al.  Plakins in development and disease. , 2007, Experimental cell research.

[50]  G. Kirov,et al.  Support for the involvement of large copy number variants in the pathogenesis of schizophrenia. , 2009, Human molecular genetics.

[51]  H. Ropers,et al.  Mutations in GRIN2A and GRIN2B encoding regulatory subunits of NMDA receptors cause variable neurodevelopmental phenotypes , 2010, Nature Genetics.

[52]  J. Sebat,et al.  High Frequencies of De Novo CNVs in Bipolar Disorder and Schizophrenia , 2011, Neuron.

[53]  B. Leventhal,et al.  The Autism Diagnostic Observation Schedule—Generic: A Standard Measure of Social and Communication Deficits Associated with the Spectrum of Autism , 2000, Journal of autism and developmental disorders.

[54]  P. Visscher,et al.  Rare chromosomal deletions and duplications increase risk of schizophrenia , 2008, Nature.

[55]  Pall I. Olason,et al.  Copy number variations of chromosome 16p13.1 region associated with schizophrenia , 2011, Molecular Psychiatry.

[56]  Jessica R. Wolff,et al.  Microduplications of 16p11.2 are Associated with Schizophrenia , 2009, Nature Genetics.

[57]  J. Macdonald,et al.  Regulation of NMDA receptors by the tyrosine kinase Fyn , 2012, The FEBS journal.

[58]  Philippe Soriano,et al.  NCAM-dependent neurite outgrowth is inhibited in neurons from Fyn-minus mice , 1994, The Journal of cell biology.

[59]  E. Shimizu,et al.  Genetic enhancement of learning and memory in mice , 1999, Nature.

[60]  S. Edvardson,et al.  Hereditary sensory autonomic neuropathy caused by a mutation in dystonin , 2012, Annals of Neurology.

[61]  Gregory M. Cooper,et al.  A Copy Number Variation Morbidity Map of Developmental Delay , 2011, Nature Genetics.

[62]  Evan T. Geller,et al.  Patterns and rates of exonic de novo mutations in autism spectrum disorders , 2012, Nature.

[63]  S. Lok,et al.  Increased exonic de novo mutation rate in individuals with schizophrenia , 2011, Nature Genetics.

[64]  A. Reichelt,et al.  The role of neurexins in schizophrenia and autistic spectrum disorder , 2012, Neuropharmacology.

[65]  Michael John Owen,et al.  Genome-Wide Association Study Implicates HLA-C*01:02 as a Risk Factor at the Major Histocompatibility Complex Locus in Schizophrenia , 2012, Biological Psychiatry.

[66]  M. Daly,et al.  Microdeletion/duplication at 15q13.2q13.3 among individuals with features of autism and other neuropsychiatric disorders , 2008, Journal of Medical Genetics.

[67]  L. Dente,et al.  The neuronal proteins CIPP, Cypin and IRSp53 form a tripartite complex mediated by PDZ and SH3 domains , 2010, Biological chemistry.

[68]  J. Sebat,et al.  CNVs: Harbingers of a Rare Variant Revolution in Psychiatric Genetics , 2012, Cell.

[69]  Michael F. Walker,et al.  De novo mutations revealed by whole-exome sequencing are strongly associated with autism , 2012, Nature.

[70]  N. Craddock,et al.  Data and clinical utility should be the drivers of changes to psychiatric classification , 2010, British Journal of Psychiatry.

[71]  N. C. Schanen,et al.  The comorbidity of autism with the genomic disorders of chromosome 15q11.2-q13 , 2010, Neurobiology of Disease.

[72]  Edouard Henrion,et al.  A Population Genetic Approach to Mapping Neurological Disorder Genes Using Deep Resequencing , 2011, PLoS genetics.

[73]  S Purcell,et al.  De novo CNV analysis implicates specific abnormalities of postsynaptic signalling complexes in the pathogenesis of schizophrenia , 2011, Molecular Psychiatry.

[74]  Michael Gill,et al.  Influence of NOS1 on verbal intelligence and working memory in both patients with schizophrenia and healthy control subjects. , 2009, Archives of general psychiatry.

[75]  Yiping Shen,et al.  Disruption of neurexin 1 associated with autism spectrum disorder. , 2008, American journal of human genetics.

[76]  P. Bolton,et al.  Prevalence of autism-spectrum conditions: UK school-based population study , 2009, British Journal of Psychiatry.

[77]  Diana V. Dugas,et al.  Protein Interactome Reveals Converging Molecular Pathways Among Autism Disorders , 2011, Science Translational Medicine.

[78]  Laurence Faivre,et al.  Recurrent rearrangements in synaptic and neurodevelopmental genes and shared biologic pathways in schizophrenia, autism, and mental retardation. , 2009, Archives of general psychiatry.

[79]  P. Mermelstein,et al.  CIPP, a Novel Multivalent PDZ Domain Protein, Selectively Interacts with Kir4.0 Family Members, NMDA Receptor Subunits, Neurexins, and Neuroligins , 1998, Molecular and Cellular Neuroscience.

[80]  Catherine Lord,et al.  Is schizophrenia on the autism spectrum? , 2011, Brain Research.

[81]  K. Van Steen,et al.  Sequencing of DISC1 Pathway Genes Reveals Increased Burden of Rare Missense Variants in Schizophrenia Patients from a Northern Swedish Population , 2011, PloS one.

[82]  R. Pearson,et al.  Bias due to selection of rare variants using frequency in controls , 2011, Nature Genetics.

[83]  M. Rieder,et al.  Exome sequencing in sporadic autism spectrum disorders identifies severe de novo mutations , 2011, Nature Genetics.

[84]  Michael Wigler,et al.  Rare De Novo Variants Associated with Autism Implicate a Large Functional Network of Genes Involved in Formation and Function of Synapses , 2011, Neuron.

[85]  M. Gill,et al.  Lack of association between markers in the ITGA3, ITGAV, ITGA6 and ITGB3 and autism in an Irish sample , 2010, Autism research : official journal of the International Society for Autism Research.

[86]  I. Gottesman,et al.  Twin studies of schizophrenia: from bow-and-arrow concordances to star wars Mx and functional genomics. , 2000, American journal of medical genetics.

[87]  C. Baker,et al.  Recurrent rearrangements of chromosome 1q21.1 and variable pediatric phenotypes. , 2008, The New England journal of medicine.