Transcriptomics

Dataset Information

7

CHD8 regulates neurodevelopmental pathways associated with autism spectrum disorder in neural progenitors [RNA-Seq]


ABSTRACT: Truncating mutations of CHD8, encoding a chromodomain helicase, and of many other genes with diverse functions, are strong-effect risk factors for autism spectrum disorder (ASD), suggesting multiple mechanisms of pathogenesis. We explored the transcriptional networks that CHD8 regulates in neural progenitor cells (NPCs) by reducing its expression and then integrating transcriptome sequencing (RNA-seq) with genome-wide CHD8 binding (ChIP-seq). Suppressing CHD8 to levels comparable with loss of a single allele caused altered expression of 1,756 genes, 64.9% of which were up-regulated. CHD8 showed widespread binding to chromatin, with 7,324 replicated sites that marked 5,658 genes. Integration of these data suggests that a limited array of direct regulatory effects of CHD8 produced a much larger network of secondary expression changes. Genes indirectly down-regulated (i.e., without CHD8 binding sites) reflect pathways involved in brain development, including synapse formation, neuron differentiation, cell adhesion, and axon guidance, whereas CHD8-bound genes are strongly associated with chromatin modification and transcriptional regulation. Genes associated with ASD were strongly enriched among indirectly down-regulated loci (p = 1.01x10-9) and CHD8-bound genes (p = 4.34x10-3), which align with previously identified co-expression modules during fetal development. We also find an intriguing enrichment of cancer related gene-sets among CHD8-bound genes (p < 1.9x10-11). In vivo suppression of chd8 in zebrafish produced macrocephaly comparable to that of humans with inactivating mutations. These data indicate that heterozygous disruption of CHD8 precipitates a network of gene expression changes involved in neurodevelopmental pathways in which many ASD-associated genes may converge on shared mechanisms of pathogenesis. RNA-seq in NPCs treated with shRNAs targeting CHD8. For controls, NPCs were treated with shRNAs targeting GFP and LacZ. Infection and sequencing was carried out in two separate batches, with one GFP and one LacZ sample in each batch. All samples were sequenced in two technical replicates.

ORGANISM(S): Homo sapiens  

SUBMITTER: Michael E Talkowski   Aarathi Sugathan  Poornima Manavalan  James F Gusella  Serkan Erdin  Diane Lucente  Ashok Ragavendran  Harrison Brand  Steven D Sheridan  Christelle Golzio  Judith Miles  Alexei Stortchevoi  Nicholas Katsanis  Stephen J Haggarty  Marta Biagioli  Ian Blumenthal 

PROVIDER: E-GEOD-61491 | ArrayExpress | 2014-10-07

SECONDARY ACCESSION(S): SRP047233GSE61491PRJNA261297

REPOSITORIES: GEO, ArrayExpress, ENA

Dataset's files

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E-GEOD-61491.additional.1.zip Other
E-GEOD-61491.idf.txt Idf
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