Modeling the functional genomics of autism using human neurons

Human neural progenitors from a variety of sources present new opportunities to model aspects of human neuropsychiatric disease in vitro. Such in vitro models provide the advantages of a human genetic background combined with rapid and easy manipulation, making them highly useful adjuncts to animal models. Here, we examined whether a human neuronal culture system could be utilized to assess the transcriptional program involved in human neural differentiation and to model some of the molecular features of a neurodevelopmental disorder, such as autism. Primary normal human neuronal progenitors (NHNPs) were differentiated into a post-mitotic neuronal state through addition of specific growth factors and whole-genome gene expression was examined throughout a time course of neuronal differentiation. After 4 weeks of differentiation, a significant number of genes associated with autism spectrum disorders (ASDs) are either induced or repressed. This includes the ASD susceptibility gene neurexin 1, which showed a distinct pattern from neurexin 3 in vitro, and which we validated in vivo in fetal human brain. Using weighted gene co-expression network analysis, we visualized the network structure of transcriptional regulation, demonstrating via this unbiased analysis that a significant number of ASD candidate genes are coordinately regulated during the differentiation process. As NHNPs are genetically tractable and manipulable, they can be used to study both the effects of mutations in multiple ASD candidate genes on neuronal differentiation and gene expression in combination with the effects of potential therapeutic molecules. These data also provide a step towards better understanding of the signaling pathways disrupted in ASD.

[1]  Ravinesh A. Kumar,et al.  A de novo 1p34.2 microdeletion identifies the synaptic vesicle gene RIMS3 as a novel candidate for autism , 2009, Journal of Medical Genetics.

[2]  L. Eng Glial fibrillary acidic protein (GFAP): the major protein of glial intermediate filaments in differentiated astrocytes , 1985, Journal of Neuroimmunology.

[3]  D. O'Leary,et al.  Genetic regulation of arealization of the neocortex , 2008, Current Opinion in Neurobiology.

[4]  J G Flanagan,et al.  The ephrins and Eph receptors in neural development. , 1998, Annual review of neuroscience.

[5]  Thomas Bourgeron,et al.  Key role for gene dosage and synaptic homeostasis in autism spectrum disorders. , 2010, Trends in genetics : TIG.

[6]  D. Geschwind,et al.  Autism spectrum disorders: developmental disconnection syndromes , 2007, Current Opinion in Neurobiology.

[7]  D. Geschwind,et al.  Advances in autism genetics: on the threshold of a new neurobiology , 2008, Nature Reviews Genetics.

[8]  Daniel H. Geschwind,et al.  Neuroscience in the era of functional genomics and systems biology , 2009, Nature.

[9]  L. Gammill,et al.  Neuropilin receptors guide distinct phases of sensory and motor neuronal segmentation , 2009, Development.

[10]  U. Lendahl,et al.  Nestin mRNA expression correlates with the central nervous system progenitor cell state in many, but not all, regions of developing central nervous system. , 1995, Brain research. Developmental brain research.

[11]  D. Geschwind,et al.  Genetic advances in autism: heterogeneity and convergence on shared pathways. , 2009, Current opinion in genetics & development.

[12]  S. Spence,et al.  The Role of Epilepsy and Epileptiform EEGs in Autism Spectrum Disorders , 2009, Pediatric Research.

[13]  Robert T. Schultz,et al.  Common genetic variants on 5p14.1 associate with autism spectrum disorders , 2009, Nature.

[14]  John A. Sweeney,et al.  Genome-Wide Analyses of Exonic Copy Number Variants in a Family-Based Study Point to Novel Autism Susceptibility Genes , 2009, PLoS genetics.

[15]  Steve Horvath,et al.  Molecular Systems Biology 5; Article number 291; doi:10.1038/msb.2009.46 Citation: Molecular Systems Biology 5:291 , 2022 .

[16]  L. Rodino‐Klapac,et al.  Semaphorin 5A is a bifunctional axon guidance cue for axial motoneurons in vivo. , 2009, Developmental biology.

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

[18]  R. Klein,et al.  Bidirectional Eph-ephrin signaling during axon guidance. , 2007, Trends in cell biology.

[19]  G. Michalopoulos,et al.  Activation of hepatocyte growth factor by the plasminogen activators uPA and tPA. , 1993, The American journal of pathology.

[20]  Joseph T. Glessner,et al.  PennCNV: an integrated hidden Markov model designed for high-resolution copy number variation detection in whole-genome SNP genotyping data. , 2007, Genome research.

[21]  B. Crespi,et al.  Comparative genomics of autism and schizophrenia , 2010, Proceedings of the National Academy of Sciences.

[22]  C. Eberhart,et al.  The Neurobiology of Autism , 2007, Brain pathology.

[23]  D. Geschwind,et al.  Schizophrenia: Genome, Interrupted , 2008, Neuron.

[24]  S. Horvath,et al.  Functional organization of the transcriptome in human brain , 2008, Nature Neuroscience.

[25]  S. Horvath,et al.  Analysis of oncogenic signaling networks in glioblastoma identifies ASPM as a molecular target , 2006, Proceedings of the National Academy of Sciences.

[26]  D. Geschwind,et al.  Human-Specific Transcriptional Regulation of CNS Development Genes by FOXP2 , 2009, Nature.

[27]  James A Thomson,et al.  Neural differentiation of human induced pluripotent stem cells follows developmental principles but with variable potency , 2010, Proceedings of the National Academy of Sciences.

[28]  T. Kemper,et al.  Neuroanatomic observations of the brain in autism: a review and future directions , 2005, International Journal of Developmental Neuroscience.

[29]  Kenny Q. Ye,et al.  Strong Association of De Novo Copy Number Mutations with Autism , 2007, Science.

[30]  Harley I Kornblum,et al.  Endogenous Wnt Signaling Maintains Neural Progenitor Cell Potency , 2009, Stem cells.

[31]  Clive N Svendsen,et al.  A new method for the rapid and long term growth of human neural precursor cells , 1998, Journal of Neuroscience Methods.

[32]  T. Takeuchi,et al.  Trans-Synaptic Interaction of GluRδ2 and Neurexin through Cbln1 Mediates Synapse Formation in the Cerebellum , 2010, Cell.

[33]  Fred H. Gage,et al.  A Model for Neural Development and Treatment of Rett Syndrome Using Human Induced Pluripotent Stem Cells , 2010, Cell.

[34]  S. Horvath,et al.  Divergence of human and mouse brain transcriptome highlights Alzheimer disease pathways , 2010, Proceedings of the National Academy of Sciences.

[35]  B. Crespi,et al.  Psychosis and autism as diametrical disorders of the social brain. , 2008, The Behavioral and brain sciences.

[36]  J. Swinnen,et al.  LNCaP prostatic adenocarcinoma cells derived from low and high passage numbers display divergent responses not only to androgens but also to retinoids , 1997, The Journal of Steroid Biochemistry and Molecular Biology.

[37]  A. Frankfurter,et al.  The expression and posttranslational modification of a neuron-specific beta-tubulin isotype during chick embryogenesis. , 1990, Cell motility and the cytoskeleton.

[38]  J. Lacaille,et al.  De Novo SYNGAP1 Mutations in Nonsyndromic Intellectual Disability and Autism , 2011, Biological Psychiatry.

[39]  D. Arking,et al.  A GENOME-WIDE LINKAGE AND ASSOCIATION SCAN REVEALS NOVEL LOCI FOR AUTISM , 2009, Nature.

[40]  Russell A. Poldrack,et al.  Altered Functional Connectivity in Frontal Lobe Circuits Is Associated with Variation in the Autism Risk Gene CNTNAP2 , 2010, Science Translational Medicine.

[41]  S. Horvath,et al.  Statistical Applications in Genetics and Molecular Biology , 2011 .

[42]  D. Stephan,et al.  Recessive symptomatic focal epilepsy and mutant contactin-associated protein-like 2. , 2006, The New England journal of medicine.

[43]  Jun Dong,et al.  Geometric Interpretation of Gene Coexpression Network Analysis , 2008, PLoS Comput. Biol..

[44]  M. Missler,et al.  Polarized Targeting of Neurexins to Synapses Is Regulated by their C-Terminal Sequences , 2008, Journal of Neuroscience.

[45]  P. Andrews,et al.  High-content screening of small compounds on human embryonic stem cells. , 2010, Biochemical Society transactions.

[46]  Kiyoshi Inoue,et al.  Abnormal Behavior in a Chromosome- Engineered Mouse Model for Human 15q11-13 Duplication Seen in Autism , 2009, Cell.

[47]  P. Vanderhaeghen,et al.  Making cortex in a dish: In vitro corticopoiesis from embryonic stem cells , 2009, Cell cycle.

[48]  Susanne Walitza,et al.  Molecular genetics of adult ADHD: converging evidence from genome-wide association and extended pedigree linkage studies , 2008, Journal of Neural Transmission.

[49]  T. Scales,et al.  Nonprimed and DYRK1A-primed GSK3β-phosphorylation sites on MAP1B regulate microtubule dynamics in growing axons , 2009, Journal of Cell Science.

[50]  D. Geschwind,et al.  Wnt genes define distinct boundaries in the developing human brain: Implications for human forebrain patterning , 2004, The Journal of comparative neurology.

[51]  C. Lord,et al.  Behavioural phenotyping assays for mouse models of autism , 2010, Nature Reviews Neuroscience.

[52]  A. Kolodkin,et al.  Semaphorin junction: making tracks toward neural connectivity , 2003, Current Opinion in Neurobiology.

[53]  D. Lahiri,et al.  Neuronal Differentiation Is Accompanied by Increased Levels of SNAP‐25 Protein in Fetal Rat Primary Cortical Neurons , 2006, Annals of the New York Academy of Sciences.

[54]  J. Gilbert,et al.  A Genome‐wide Association Study of Autism Reveals a Common Novel Risk Locus at 5p14.1 , 2009, Annals of human genetics.

[55]  S. Horvath,et al.  Variations in DNA elucidate molecular networks that cause disease , 2008, Nature.

[56]  Takeshi Sakurai,et al.  The emerging role of synaptic cell-adhesion pathways in the pathogenesis of autism spectrum disorders , 2009, Trends in Neurosciences.

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

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

[59]  J. McIntosh,et al.  Microtubule-associated proteins: a monoclonal antibody to MAP2 binds to differentiated neurons. , 1980, Proceedings of the National Academy of Sciences of the United States of America.

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

[61]  J. Flint,et al.  Animal models of psychiatric disease. , 2008, Current opinion in genetics & development.

[62]  D. Geschwind,et al.  Functional and Evolutionary Insights into Human Brain Development through Global Transcriptome Analysis , 2009, Neuron.

[63]  Edwin H. Cook,et al.  Copy-number variations associated with neuropsychiatric conditions , 2008, Nature.

[64]  C. Walsh,et al.  Allelic Diversity in Human Developmental Neurogenetics: Insights into Biology and Disease , 2010, Neuron.

[65]  Fred H. Gage,et al.  Cell culture: Progenitor cells from human brain after death , 2001, Nature.

[66]  Patrick F Sullivan,et al.  The Psychiatric GWAS Consortium: Big Science Comes to Psychiatry , 2010, Neuron.

[67]  Gerry Leisman,et al.  Autistic Spectrum Disorders as Functional Disconnection Syndrome , 2009, Reviews in the neurosciences.

[68]  T. Südhof Neuroligins and neurexins link synaptic function to cognitive disease , 2008, Nature.

[69]  P. Visscher,et al.  Common polygenic variation contributes to risk of schizophrenia and bipolar disorder , 2009, Nature.

[70]  Steve Horvath,et al.  A Systems Genetics Approach Implicates USF1, FADS3, and Other Causal Candidate Genes for Familial Combined Hyperlipidemia , 2009, PLoS genetics.

[71]  A. Brooks-Kayal Epilepsy and autism spectrum disorders: Are there common developmental mechanisms? , 2010, Brain and Development.

[72]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.

[73]  J. Noebels,et al.  The biology of epilepsy genes. , 2003, Annual review of neuroscience.

[74]  Y. Liu,et al.  An integrated genomic analysis of gene-function correlation on schizophrenia susceptibility genes , 2010, Journal of Human Genetics.

[75]  K. Hochedlinger,et al.  Induced pluripotency: history, mechanisms, and applications. , 2010, Genes & development.

[76]  G. Konopka Functional genomics of the brain: uncovering networks in the CNS using a systems approach , 2011, Wiley interdisciplinary reviews. Systems biology and medicine.

[77]  E. Brustein,et al.  In the swim of things: recent insights to neurogenetic disorders from zebrafish. , 2010, Trends in genetics : TIG.