Transcriptional regulatory networks underlying gene expression changes in Huntington's disease
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ABSTRACT: Transcriptional changes occur presymptomatically and throughout Huntington’s disease (HD), motivating the study of transcriptional regulatory networks (TRNs) in HD. We reconstructed a genome-scale model for the target genes of 718 transcription factors (TFs) in the mouse striatum by integrating a model of genomic binding sites with transcriptome profiling of striatal tissue from HD mouse models. We identified 48 differentially expressed TF-target gene modules associated with age- and CAG repeat length-dependent gene expression changes in Htt CAG knock-in mouse striatum, and replicated many of these associations in independent transcriptomic and proteomic datasets. 13 of 48 of these predicted TF-target gene modules were also differentially expressed in striatal tissue from human disease. We experimentally validated a specific model prediction that SMAD3 regulates HD-related gene expression changes using chromatin immunoprecipitation and deep sequencing (ChIP-seq) of mouse striatum. We found CAG repeat length-dependent changes in the genomic occupancy of SMAD3 and confirmed our model’s prediction that many SMAD3 target genes are down-regulated early in HD.
ORGANISM(S): Mus musculus
PROVIDER: GSE88775 | GEO | 2018/02/01
REPOSITORIES: GEO
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