TBR1 regulates autism risk genes in the developing neocortex

Exome sequencing studies have identified multiple genes harboring de novo loss-of-function (LoF) variants in individuals with autism spectrum disorders (ASD), including TBR1, a master regulator of cortical development. We performed ChIP-seq for TBR1 during mouse cortical neurogenesis and show that TBR1-bound regions are enriched adjacent to ASD genes. ASD genes were also enriched among genes that are differentially expressed in Tbr1 knockouts, which together with the ChIP-seq data, suggests direct transcriptional regulation. Of the nine ASD genes examined, seven were misexpressed in the cortices of Tbr1 knockout mice, including six with increased expression in the deep cortical layers. ASD genes with adjacent cortical TBR1 ChIP-seq peaks also showed unusually low levels of LoF mutations in a reference human population and among Icelanders. We then leveraged TBR1 binding to identify an appealing subset of candidate ASD genes. Our findings highlight a TBR1-regulated network of ASD genes in the developing neocortex that are relatively intolerant to LoF mutations, indicating that these genes may play critical roles in normal cortical development.

[1]  James Y. Zou Analysis of protein-coding genetic variation in 60,706 humans , 2015, Nature.

[2]  Kenny Q. Ye,et al.  Low load for disruptive mutations in autism genes and their biased transmission , 2015, Proceedings of the National Academy of Sciences.

[3]  Sol Katzman,et al.  Mutual regulation between Satb2 and Fezf2 promotes subcerebral projection neuron identity in the developing cerebral cortex , 2015, Proceedings of the National Academy of Sciences.

[4]  Y. Hsueh,et al.  T‐Brain‐1 – A Potential Master Regulator in Autism Spectrum Disorders , 2015, Autism research : official journal of the International Society for Autism Research.

[5]  H. Stefánsson,et al.  Identification of a large set of rare complete human knockouts , 2015, Nature Genetics.

[6]  Tisha Chung,et al.  A family of transposable elements co-opted into developmental enhancers in the mouse neocortex , 2015, Nature Communications.

[7]  Matthew E. Ritchie,et al.  limma powers differential expression analyses for RNA-sequencing and microarray studies , 2015, Nucleic acids research.

[8]  Elhanan Borenstein,et al.  The discovery of integrated gene networks for autism and related disorders , 2015, Genome research.

[9]  Zhihai Ma,et al.  Integrated systems analysis reveals a molecular network underlying autism spectrum disorders , 2014 .

[10]  Juancarlos Chan,et al.  Gene Ontology Consortium: going forward , 2014, Nucleic Acids Res..

[11]  Brian T. Lee,et al.  The UCSC Genome Browser database: 2015 update , 2014, Nucleic Acids Research.

[12]  Boris Yamrom,et al.  The contribution of de novo coding mutations to autism spectrum disorder , 2014, Nature.

[13]  Christopher S. Poultney,et al.  Synaptic, transcriptional, and chromatin genes disrupted in autism , 2014, Nature.

[14]  Alessandro Vullo,et al.  Ensembl 2015 , 2014, Nucleic Acids Res..

[15]  Judith A. Blake,et al.  The Mouse Genome Database (MGD): facilitating mouse as a model for human biology and disease , 2014, Nucleic Acids Res..

[16]  J. Shendure,et al.  De novo TBR1 mutations in sporadic autism disrupt protein functions , 2014, Nature Communications.

[17]  Tzyy-Nan Huang,et al.  Neuronal excitation upregulates Tbr1, a high-confidence risk gene of autism, mediating Grin2b expression in the adult brain , 2014, Front. Cell. Neurosci..

[18]  Daniele Merico,et al.  Brain-expressed exons under purifying selection are enriched for de novo mutations in autism spectrum disorder , 2014, Nature Genetics.

[19]  A. Visel,et al.  Multiple conserved regulatory domains promote Fezf2 expression in the developing cerebral cortex , 2014, Neural Development.

[20]  J. Shendure,et al.  A de novo convergence of autism genetics and molecular neuroscience , 2014, Trends in Neurosciences.

[21]  S. Chou,et al.  Tbr1 haploinsufficiency impairs amygdalar axonal projections and results in cognitive abnormality , 2014, Nature Neuroscience.

[22]  S. Horvath,et al.  Integrative Functional Genomic Analyses Implicate Specific Molecular Pathways and Circuits in Autism , 2013, Cell.

[23]  Wei Niu,et al.  Coexpression Networks Implicate Human Midfetal Deep Cortical Projection Neurons in the Pathogenesis of Autism , 2013, Cell.

[24]  G. Tuteja,et al.  The Enhancer Landscape during Early Neocortical Development Reveals Patterns of Dense Regulation and Co-option , 2013, PLoS genetics.

[25]  D. Goldstein,et al.  Genic Intolerance to Functional Variation and the Interpretation of Personal Genomes , 2013, PLoS genetics.

[26]  Eric M. Morrow,et al.  Using Whole-Exome Sequencing to Identify Inherited Causes of Autism , 2013, Neuron.

[27]  Juan M. Vaquerizas,et al.  DNA-Binding Specificities of Human Transcription Factors , 2013, Cell.

[28]  J. Rosenfeld,et al.  Investigation of TBR1 Hemizygosity: Four Individuals with 2q24 Microdeletions , 2012, Molecular Syndromology.

[29]  S. Steinberg,et al.  Rate of de novo mutations and the importance of father’s age to disease risk , 2012, Nature.

[30]  Raymond K. Auerbach,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[31]  Kevin W Eliceiri,et al.  NIH Image to ImageJ: 25 years of image analysis , 2012, Nature Methods.

[32]  Kenny Q. Ye,et al.  De Novo Gene Disruptions in Children on the Autistic Spectrum , 2012, Neuron.

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

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

[35]  Peter J. Bickel,et al.  Measuring reproducibility of high-throughput experiments , 2011, 1110.4705.

[36]  K. Eggan,et al.  Constructing and Deconstructing Stem Cell Models of Neurological Disease , 2011, Neuron.

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

[38]  Philip Machanick,et al.  MEME-ChIP: motif analysis of large DNA datasets , 2011, Bioinform..

[39]  Mingfeng Li,et al.  TBR1 directly represses Fezf2 to control the laminar origin and development of the corticospinal tract , 2011, Proceedings of the National Academy of Sciences.

[40]  J. Rubenstein,et al.  Tbr1 and Fezf2 Regulate Alternate Corticofugal Neuronal Identities during Neocortical Development , 2011, The Journal of Neuroscience.

[41]  D. MacArthur,et al.  Loss-of-function variants in the genomes of healthy humans. , 2010, Human molecular genetics.

[42]  Rafael A. Irizarry,et al.  A framework for oligonucleotide microarray preprocessing , 2010, Bioinform..

[43]  Rebecca D Hodge,et al.  Tbr1 regulates regional and laminar identity of postmitotic neurons in developing neocortex , 2010, Proceedings of the National Academy of Sciences.

[44]  Cory Y. McLean,et al.  GREAT improves functional interpretation of cis-regulatory regions , 2010, Nature Biotechnology.

[45]  S. Darbandi,et al.  A comparative study of ryanodine receptor (RyR) gene expression levels in a basal ray-finned fish, bichir (Polypterus ornatipinnis) and the derived euteleost zebrafish (Danio rerio). , 2009, Comparative biochemistry and physiology. Part B, Biochemistry & molecular biology.

[46]  S. Mcconnell,et al.  The determination of projection neuron identity in the developing cerebral cortex , 2008, Current Opinion in Neurobiology.

[47]  P. Arlotta,et al.  Neuronal subtype specification in the cerebral cortex , 2007, Nature Reviews Neuroscience.

[48]  M. Calcagnotto,et al.  Mice lacking Dlx1 show subtype-specific loss of interneurons, reduced inhibition and epilepsy , 2005, Nature Neuroscience.

[49]  M. Depew,et al.  DLX5 Regulates Development of Peripheral and Central Components of the Olfactory System , 2003, The Journal of Neuroscience.

[50]  W. J. Kent,et al.  BLAT--the BLAST-like alignment tool. , 2002, Genome research.

[51]  M. Pfaffl,et al.  A new mathematical model for relative quantification in real-time RT-PCR. , 2001, Nucleic acids research.

[52]  J. Rubenstein,et al.  Tbr1 Regulates Differentiation of the Preplate and Layer 6 , 2001, Neuron.

[53]  M. Raff,et al.  A role for Sonic hedgehog in axon-to-astrocyte signalling in the rodent optic nerve. , 1999, Development.

[54]  R. Dingledine,et al.  The glutamate receptor ion channels. , 1999, Pharmacological reviews.

[55]  J. Rubenstein,et al.  T-Brain-1: A homolog of Brachyury whose expression defines molecularly distinct domains within the cerebral cortex , 1995, Neuron.

[56]  SK McConnell,et al.  Otx1 and Otx2 define layers and regions in developing cerebral cortex and cerebellum , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[57]  Claude-Alain H. Roten,et al.  Fast and accurate short read alignment with Burrows–Wheeler transform , 2009, Bioinform..

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

[59]  S. Mcconnell,et al.  The generation of neuronal diversity in the central nervous system. , 1991, Annual review of neuroscience.