Divergent dysregulation of gene expression in Fmr1 and Tsc2 knockout mouse models of autism spectrum disorders
Transcriptomics Dataset
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General Information
AccessionGSE40630
TitleDivergent dysregulation of gene expression in Fmr1 and Tsc2 knockout mouse models of autism spectrum disorders
DescriptionFragile X syndrome and tuberous sclerosis are genetic syndromes that both have a high rate of comorbidity with autism spectrum disorder (ASD). Several lines of evidence suggest that these two monogenic disorders may converge at a molecular level through the dysfunction of activity-dependent synaptic plasticity. To explore the characteristics of transcriptomic changes in these monogenic disorders, we profiled genome-wide gene expression levels in cerebellum and blood from murine models of fragile X syndrome and tuberous sclerosis. Differentially expressed genes and enriched pathways were distinct for the two murine models examined, with the exception of immune response-related pathways. In the cerebellum of the Fmr1 knockout (Fmr1-KO) model, the neuroactive ligand receptor interaction pathway and gene sets associated with synaptic plasticity such as long-term potentiation, gap junction, and axon guidance were the most significantly perturbed pathways. The phosphatidylinositol signaling pathway was significantly dysregulated in both cerebellum and blood of Fmr1-KO mice. In Tsc2 heterozygous (+/) mice, immune system-related pathways, genes encoding ribosomal proteins, and glycolipid metabolism pathways were significantly changed in both tissues. Our data suggest that distinct molecular pathways may be involved in ASD with known but different genetic causes and that blood gene expression profiles of Fmr1-KO and Tsc2+/ mice mirror some, but not all, of the perturbed molecular pathways in the brain.
Landing Pagehttps://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE40630
RepositoryGene Expression Omnibus
Tools used to analyze the dataset

Keyword
Dataset Accession

Enrichr
Published May 2016
A comprehensive gene set enrichment analysis web server 2016 update
7759
65
Characteristic Direction
Published March 2014
A geometrical multivariate approach to identify differentially expressed genes
26829
GeneMANIA
Published June 2010
Biological network integration for gene prioritization and predicting gene function
7435
L1000CDS2
Published August 2016
An ultra-fast LINCS L1000 Characteristic Direction signature search engine
7756
PAEA
Published November 2015
Enrichment analysis tool implementing the principal angle method
3879
Canned Analyses generated with the dataset

Dataset Accession
Tool Name
Direction
Cell Type
Hs Gene Symbol
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Geneset

Small molecules which mimic FMR1 KO
The L1000 database was queried in order to identify small molecule perturbations which mim...
Small molecules which reverse FMR1 KO
The L1000 database was queried in order to identify small molecule perturbations which rev...
Small molecules which mimic FMR1 KO
The L1000 database was queried in order to identify small molecule perturbations which mim...
Small molecules which reverse FMR1 KO
The L1000 database was queried in order to identify small molecule perturbations which rev...
Small molecules which mimic TSC2 inactivating mutation
The L1000 database was queried in order to identify small molecule perturbations which mim...
Small molecules which reverse TSC2 inactivating mutation
The L1000 database was queried in order to identify small molecule perturbations which rev...
Enrichment analysis of genes dysregulated in FMR1 KO
An enrichment analysis was performed on the top most dyresgulated genes determined by appl...
Enrichment analysis of genes dysregulated in FMR1 KO
An enrichment analysis was performed on the top most dyresgulated genes determined by appl...
Enrichment analysis of genes dysregulated in TSC2 inactivating mutation
An enrichment analysis was performed on the top most dyresgulated genes determined by appl...
Interaction network and enrichment analysis of genes downregulated in FMR1 KO
The analysis explores the gene interaction network and pathway enrichment of the top 50 mo...
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