Age-Dependent Brain Gene Expression and Copy Number Anomalies in Autism Suggest Distinct Pathological Processes at Young Versus Mature Ages

Autism is a highly heritable neurodevelopmental disorder, yet the genetic underpinnings of the disorder are largely unknown. Aberrant brain overgrowth is a well-replicated observation in the autism literature; but association, linkage, and expression studies have not identified genetic factors that explain this trajectory. Few studies have had sufficient statistical power to investigate whole-genome gene expression and genotypic variation in the autistic brain, especially in regions that display the greatest growth abnormality. Previous functional genomic studies have identified possible alterations in transcript levels of genes related to neurodevelopment and immune function. Thus, there is a need for genetic studies involving key brain regions to replicate these findings and solidify the role of particular functional pathways in autism pathogenesis. We therefore sought to identify abnormal brain gene expression patterns via whole-genome analysis of mRNA levels and copy number variations (CNVs) in autistic and control postmortem brain samples. We focused on prefrontal cortex tissue where excess neuron numbers and cortical overgrowth are pronounced in the majority of autism cases. We found evidence for dysregulation in pathways governing cell number, cortical patterning, and differentiation in young autistic prefrontal cortex. In contrast, adult autistic prefrontal cortex showed dysregulation of signaling and repair pathways. Genes regulating cell cycle also exhibited autism-specific CNVs in DNA derived from prefrontal cortex, and these genes were significantly associated with autism in genome-wide association study datasets. Our results suggest that CNVs and age-dependent gene expression changes in autism may reflect distinct pathological processes in the developing versus the mature autistic prefrontal cortex. Our results raise the hypothesis that genetic dysregulation in the developing brain leads to abnormal regional patterning, excess prefrontal neurons, cortical overgrowth, and neural dysfunction in autism.

[1]  Yingzi Yang Wnt signaling in development and disease , 2012, Cell & Bioscience.

[2]  P. Ashwood,et al.  The role of immune dysfunction in the pathophysiology of autism , 2012, Brain, Behavior, and Immunity.

[3]  Eric Courchesne,et al.  A failure of left temporal cortex to specialize for language is an early emerging and fundamental property of autism. , 2012, Brain : a journal of neurology.

[4]  V. Galea Brain growth across the life span in autism: Age-specific changes in anatomical pathology , 2012 .

[5]  E. Courchesne,et al.  Neuron number and size in prefrontal cortex of children with autism. , 2011, JAMA.

[6]  Kathryn Roeder,et al.  Multiple Recurrent De Novo CNVs, Including Duplications of the 7q11.23 Williams Syndrome Region, Are Strongly Associated with Autism , 2011, Neuron.

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

[8]  J. Piven,et al.  Early brain overgrowth in autism associated with an increase in cortical surface area before age 2 years. , 2011, Archives of general psychiatry.

[9]  Catherine J. Wei,et al.  Normal and abnormal functions of adenosine receptors in the central nervous system revealed by genetic knockout studies. , 2011, Biochimica et biophysica acta.

[10]  E. Courchesne,et al.  Brain growth across the life span in autism: Age-specific changes in anatomical pathology , 2011, Brain Research.

[11]  Trey Ideker,et al.  Boosting Signal-to-Noise in Complex Biology: Prior Knowledge Is Power , 2011, Cell.

[12]  Woong Sun,et al.  Programmed cell death during postnatal development of the rodent nervous system , 2011, Development, growth & differentiation.

[13]  E. Courchesne,et al.  Unusual brain growth patterns in early life in patients with autistic disorder: An MRI study , 2001, Neurology.

[14]  Yingwei Wang,et al.  Role of transcription factors in neurogenesis after cerebral ischemia , 2011, Reviews in the neurosciences.

[15]  K. Ohira Injury-induced neurogenesis in the mammalian forebrain , 2011, Cellular and Molecular Life Sciences.

[16]  A. Wynshaw-Boris,et al.  Lissencephaly: mechanistic insights from animal models and potential therapeutic strategies. , 2010, Seminars in cell & developmental biology.

[17]  G. Blatt,et al.  Decreased GABAB receptors in the cingulate cortex and fusiform gyrus in Autism , 2010, Journal of neurochemistry.

[18]  L. Tsai,et al.  Control of Activating Transcription Factor 4 (ATF4) Persistence by Multisite Phosphorylation Impacts Cell Cycle Progression and Neurogenesis* , 2010, The Journal of Biological Chemistry.

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

[20]  P. Brundin,et al.  Nitric Oxide Stimulates the Proliferation of Neural Stem Cells Bypassing the Epidermal Growth Factor Receptor , 2010, Stem cells.

[21]  M. Götz,et al.  LRP2 in ependymal cells regulates BMP signaling in the adult neurogenic niche , 2010, Journal of Cell Science.

[22]  Ruth A. Carper,et al.  Longitudinal Magnetic Resonance Imaging Study of Cortical Development through Early Childhood in Autism , 2010, The Journal of Neuroscience.

[23]  Thomas E. Royce,et al.  Whole-Genome Gene Expression Profiling of Formalin-Fixed, Paraffin-Embedded Tissue Samples , 2009, PloS one.

[24]  C. Lord,et al.  Amygdala Enlargement in Toddlers with Autism Related to Severity of Social and Communication Impairments , 2009, Biological Psychiatry.

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

[26]  Gene W. Yeo,et al.  Wnt-mediated activation of NeuroD1 and retro-elements during adult neurogenesis , 2009, Nature Neuroscience.

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

[28]  M. Sur,et al.  Haploinsufficiency for Pten and Serotonin transporter cooperatively influences brain size and social behavior , 2009, Proceedings of the National Academy of Sciences.

[29]  Brad T. Sherman,et al.  Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists , 2008, Nucleic acids research.

[30]  A. Schier Nodal morphogens. , 2009, Cold Spring Harbor perspectives in biology.

[31]  I. Hertz-Picciotto,et al.  The onset of autism: patterns of symptom emergence in the first years of life , 2008, Autism research : official journal of the International Society for Autism Research.

[32]  Elizabeth Redcay,et al.  Deviant Functional Magnetic Resonance Imaging Patterns of Brain Activity to Speech in 2–3-Year-Old Children with Autism Spectrum Disorder , 2008, Biological Psychiatry.

[33]  M. Bonaguidi,et al.  Noggin Expands Neural Stem Cells in the Adult Hippocampus , 2008, The Journal of Neuroscience.

[34]  P. Jeggo,et al.  The role of the DNA damage response pathways in brain development and microcephaly: insight from human disorders. , 2008, DNA repair.

[35]  Pan Du,et al.  lumi: a pipeline for processing Illumina microarray , 2008, Bioinform..

[36]  Károly Mirnics,et al.  Immune transcriptome alterations in the temporal cortex of subjects with autism , 2008, Neurobiology of Disease.

[37]  S. Lawrie,et al.  Towards a neuroanatomy of autism: A systematic review and meta-analysis of structural magnetic resonance imaging studies , 2008, European Psychiatry.

[38]  T. Palmer,et al.  Cellular repair of CNS disorders: an immunological perspective. , 2008, Human molecular genetics.

[39]  S. Kida,et al.  Activin in the Brain Modulates Anxiety-Related Behavior and Adult Neurogenesis , 2008, PloS one.

[40]  J. Wigle,et al.  Homeobox genes in vertebrate forebrain development and disease , 2008, Clinical genetics.

[41]  Brian Leyland-Jones,et al.  Optimization of RNA extraction from FFPE tissues for expression profiling in the DASL assay. , 2008, BioTechniques.

[42]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[43]  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.

[44]  Daniel P. Kennedy,et al.  Mapping Early Brain Development in Autism , 2007, Neuron.

[45]  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.

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

[47]  M. Elvers,et al.  Tumor necrosis factor alpha induced proliferation of adult neural stem cells is mediated via NF-κB , 2007, BMC Neuroscience.

[48]  Robert Gentleman,et al.  Using GOstats to test gene lists for GO term association , 2007, Bioinform..

[49]  Cheng Li,et al.  Adjusting batch effects in microarray expression data using empirical Bayes methods. , 2007, Biostatistics.

[50]  Matthew A. Zapala,et al.  Multivariate regression analysis of distance matrices for testing associations between gene expression patterns and related variables , 2006, Proceedings of the National Academy of Sciences.

[51]  M. Elvers,et al.  Tumor necrosis factor α triggers proliferation of adult neural stem cells via IKK/NF-κB signaling , 2006, BMC Neuroscience.

[52]  Geraldine Dawson,et al.  Amygdalar volume and behavioral development in autism. , 2006, Archives of general psychiatry.

[53]  R. Malenka,et al.  Synaptic scaling mediated by glial TNF-α , 2006, Nature.

[54]  R. Malenka,et al.  Synaptic scaling mediated by glial TNF-alpha. , 2006, Nature.

[55]  J. Piven,et al.  Magnetic resonance imaging and head circumference study of brain size in autism: birth through age 2 years. , 2005, Archives of general psychiatry.

[56]  N. Hay,et al.  The Akt-mTOR tango and its relevance to cancer. , 2005, Cancer cell.

[57]  E. Courchesne,et al.  When Is the Brain Enlarged in Autism? A Meta-Analysis of All Brain Size Reports , 2005, Biological Psychiatry.

[58]  C Eng,et al.  Subset of individuals with autism spectrum disorders and extreme macrocephaly associated with germline PTEN tumour suppressor gene mutations , 2005, Journal of Medical Genetics.

[59]  E. Courchesne,et al.  Why the frontal cortex in autism might be talking only to itself: local over-connectivity but long-distance disconnection , 2005, Current Opinion in Neurobiology.

[60]  Eric Courchesne,et al.  Brain overgrowth in autism during a critical time in development: implications for frontal pyramidal neuron and interneuron development and connectivity , 2005, International Journal of Developmental Neuroscience.

[61]  Eric Courchesne,et al.  Localized enlargement of the frontal cortex in early autism , 2005, Biological Psychiatry.

[62]  A. Zimmerman,et al.  Neuroglial activation and neuroinflammation in the brain of patients with autism , 2005, Annals of neurology.

[63]  D. Amaral,et al.  The Amygdala Is Enlarged in Children But Not Adolescents with Autism; the Hippocampus Is Enlarged at All Ages , 2004, The Journal of Neuroscience.

[64]  Carla J. Shatz,et al.  Immune signalling in neural development, synaptic plasticity and disease , 2004, Nature Reviews Neuroscience.

[65]  Jian-Bing Fan,et al.  A versatile assay for high-throughput gene expression profiling on universal array matrices. , 2004, Genome research.

[66]  Hongjun Song,et al.  Neurogenesis in the adult brain: new strategies for central nervous system diseases. , 2004, Annual review of pharmacology and toxicology.

[67]  S. Fatemi,et al.  Levels of Bcl-2 and P53 Are Altered in Superior Frontal and Cerebellar Cortices of Autistic Subjects , 2003, Cellular and Molecular Neurobiology.

[68]  T. Madsen,et al.  Chronic electroconvulsive seizure up-regulates β-catenin expression in rat hippocampus: role in adult neurogenesis , 2003, Biological Psychiatry.

[69]  A. Goffinet,et al.  Reelin and brain development , 2003, Nature Reviews Neuroscience.

[70]  Eric Courchesne,et al.  Cerebral Lobes in Autism: Early Hyperplasia and Abnormal Age Effects , 2002, NeuroImage.

[71]  G. Dawson,et al.  Brain structural abnormalities in young children with autism spectrum disorder , 2002, Neurology.

[72]  Anjen Chenn,et al.  Regulation of Cerebral Cortical Size by Control of Cell Cycle Exit in Neural Precursors , 2002, Science.

[73]  A. Trumpp,et al.  Negative Regulation of Neural Stem/Progenitor Cell Proliferation by the Pten Tumor Suppressor Gene in Vivo , 2001, Science.

[74]  T. Wassink,et al.  Reelin gene alleles and haplotypes as a factor predisposing to autistic disorder , 2001, Molecular Psychiatry.

[75]  J. García-Verdugo,et al.  Noggin Antagonizes BMP Signaling to Create a Niche for Adult Neurogenesis , 2000, Neuron.

[76]  S Rozen,et al.  Primer3 on the WWW for general users and for biologist programmers. , 2000, Methods in molecular biology.

[77]  M. Pagano,et al.  The human F box protein β-Trcp associates with the Cul1/Skp1 complex and regulates the stability of β-catenin , 1999, Oncogene.

[78]  M. Pagano,et al.  The human F box protein beta-Trcp associates with the Cul1/Skp1 complex and regulates the stability of beta-catenin. , 1999, Oncogene.

[79]  Richard Paylor,et al.  Social Interaction and Sensorimotor Gating Abnormalities in Mice Lacking Dvl1 , 1997, Cell.

[80]  M. Dragunow,et al.  Focal brain injury increases activin βA mRNA expression in hippocampal neurons , 1997, Neuroreport.

[81]  U. Frith,et al.  The neuropsychology of autism. , 1996, Brain : a journal of neurology.

[82]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .