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Gene expression profiling in an induced pluripotent stem cell model of the developing human telencephalon: effect of heat shock and its potential impact on the development of neuropsychiatric disorders

ABSTRACT: Schizophrenia (SZ) and autism spectrum disorders (ASD) are highly heritable neuropsychiatric/neurodevelopmental disorders, although environmental factors, such as maternal immune activation (MIA), play a role as well. Inflammatory cytokines appear to mediate the effects of MIA on neurogenesis and behavior in animal models. However, drugs and cytokines that trigger MIA can also induce a febrile reaction, which could have independent effects on neurogenesis through heat shock (HS)-regulated cellular stress pathways. However, this has not been well-studied. As a first step towards addressing the role of fever in MIA, we used a recently described model of human brain development in which induced pluripotent stem cells (iPSCs) differentiate into 3-dimensional neuronal aggregates that resemble a first trimester telencephalon. RNA-seq was carried out on aggregates that were heat shocked at 39oC for 24 hours, along with their control partners maintained at 37oC. Overall, 186 genes showed significant differences in expression following HS (p<0.05), including known HS-inducible genes, as expected, as well as those coding for NGFR and a number of SZ and ASD candidates, including SMARCA2, DPP10, ARNT2, AHI1 and ZNF804A. The degree to which the expression of these genes decrease or increase during HS is similar to that found in copy loss and copy gain CNVs, although the effects of HS are likely to be more transient.

ORGANISM(S): Homo sapiens

PROVIDER: GSE53667 | GEO | 2014/06/01

SECONDARY ACCESSION(S): PRJNA232603

REPOSITORIES: GEO

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Gene expression profiling in an induced pluripotent stem cell model of the developing human telencephalon: effect of heat shock and its potential impact on the development of neuropsychiatric disorders

Project description:Schizophrenia (SZ) and autism spectrum disorders (ASD) are highly heritable neuropsychiatric/neurodevelopmental disorders, although environmental factors, such as maternal immune activation (MIA), play a role as well. Inflammatory cytokines appear to mediate the effects of MIA on neurogenesis and behavior in animal models. However, drugs and cytokines that trigger MIA can also induce a febrile reaction, which could have independent effects on neurogenesis through heat shock (HS)-regulated cellular stress pathways. However, this has not been well-studied. As a first step towards addressing the role of fever in MIA, we used a recently described model of human brain development in which induced pluripotent stem cells (iPSCs) differentiate into 3-dimensional neuronal aggregates that resemble a first trimester telencephalon. RNA-seq was carried out on aggregates that were heat shocked at 39oC for 24 hours, along with their control partners maintained at 37oC. Overall, 186 genes showed significant differences in expression following HS (p<0.05), including known HS-inducible genes, as expected, as well as those coding for NGFR and a number of SZ and ASD candidates, including SMARCA2, DPP10, ARNT2, AHI1 and ZNF804A. The degree to which the expression of these genes decrease or increase during HS is similar to that found in copy loss and copy gain CNVs, although the effects of HS are likely to be more transient. RNA-seq was carried out on neuronal aggregates as described by Mariani et al. with slight modification (PMID:22761314). For the heat shock experiment, a group of 49 day old aggregates was placed in an incubator set at 39C for 24 hours, while control sets of aggregates were maintained at 37C. The incubator conditions were otherwise unchanged. After detaching the aggregates, total cellular RNA was isolated using the miRNeasy Kit (Qiagen) according to the manufacturer’s protocol. Lastly, RNAseq profiles of HS and Control were compared

2014-06-01 | E-GEOD-53667 | biostudies-arrayexpress

RNA-Seq of human neurons derived from iPS cells Reveals candidate long non-coding RNAs Involved in neurogenesis and neuropsychiatric disorders.

Project description:As a preliminary step towards applying next generation sequencing using neurons derived from patient-specific iPSCs, we have carried out an RNA-Seq analysis on control human neurons. Dramatic changes in the expression of coding genes, long non-coding RNAs (lncRNAs), pseudogenes, and splice isoforms were seen during the transition from pluripotent stem cells to early differentiating neurons. A number of genes that undergo radical changes in expression during this transition include candidates for schizophrenia (SZ), bipolar disorder (BD) and autism spectrum disorders (ASD) that function as transcription factors and chromatin modifiers, such as POU3F2 and ZNF804A, and genes coding for cell adhesion proteins implicated in these conditions including NRXN1 and NLGN1. In addition, a number of novel lncRNAs were found to undergo dramatic changes in expression, one of which is HOTAIRM1, a regulator of several HOXA genes during myelopoiesis. The increase we observed in differentiating neurons suggests a role in neurogenesis as well. Finally, several lncRNAs that map near SNPs associated with SZ in genome wide association studies also increase during neuronal differentiation, suggesting that these novel transcripts may be abnormally regulated in a subgroup of patients. Total RNAs were isolated from both iPS cells and differentiating neurons, and the sequenced material was pre-amplified using the NuGen Ovation amplification system. RNA-Seq libraries were prepared and carried out on Illumina HiSeq200.

2011-10-06 | E-GEOD-32625 | biostudies-arrayexpress

Transcriptome of iPSC-derived Cerebral Organoids with Heterozygous Knockout in CHD8

Project description:CHD8 (chromodomain helicase DNA binding protein 8), which codes for a member of the CHD family of ATP-dependent chromatin-remodeling factors, is the most commonly mutated gene in autism spectrum disorders (ASD) identified in exome-sequencing studies. Loss of function mutations in the gene have also been found in schizophrenia (SZ) and intellectual disabilities, and affects cancer cell proliferation. To better understanding the molecular links between CHD8 functions and ASD, we have applied the CRISPR/Cas9 technology to knockout (KO) one copy of CHD8 in induced pluripotent stem cells (iPSCs) and build cerebral organoids, a model for the developing telencephalon. RNA-seq was carried out on KO organoids (CHD8+/-) and isogenic controls (CHD8+/+). Differentially expressed genes (DEGs) revealed an enrichment of genes involved in neurogenesis, forebrain development, Wnt/β-catenin signaling and axonal guidance. The SZ and bipolar disorder (BD) candidate gene TCF4 was significantly upregulated. Our CHD8 KO DEGs were significantly overlapped with those found in a transcriptome analysis using cerebral organoids derived from a family with idiopathic ASD and another transcriptome study using iPS cell-derived neurons from patients with BD, a condition characterized in a subgroup of patients by dysregulated WNT/β-catenin signaling. Overall, the findings show that distinct ASD, SZ and BD candidate genes converge on common molecular targets - an important consideration for developing novel therapeutics in genetically heterogeneous complex traits.

2017-02-16 | GSE85417 | GEO

RNA-Seq of human neurons derived from iPS cells Reveals candidate long non-coding RNAs Involved in neurogenesis and neuropsychiatric disorders.

2011-10-06 | GSE32625 | GEO

Persistent transcriptomic alterations in medial prefrontal cortex after prenatal exposure to maternal inflammation

Project description:Infection during pregnancy is strongly implicated as an environmental risk factor for autism spectrum disorder (ASD), with activation of the maternal immune system (MIA) identified in the causative pathway. Maternal exposure to viral and bacterial mimics at midgestation leads to the development of core ASD behaviors in rodent offspring. However, the fundamental pathogenic mechanisms coupling MIA to persistent changes in brain function and behavior are incompletely understood.The medial prefrontal cortex (mPFC) is a major locus of pathology in ASD and highly associated with behaviors dysregulated by MIA. Transcriptomic profiling of the mPFC from adult MIA and control offspring provides insight into molecular pathways persistently disrupted by prenatal exposure to maternal inflammation.

2018-07-26 | GSE117327 | GEO

Reversal of synaptic and behavioral deficits in a 16p11.2 duplication mouse model via restoration of the GABA synapse regulator Npas4

Project description:The human 16p11.2 gene locus is a hot spot for copy number variations, which predispose carriers to a range of neuropsychiatric phenotypes. Microduplications of 16p11.2 are associated with autism spectrum disorder (ASD), intellectual disability (ID), and schizophrenia (SZ). Despite the debilitating nature of 16p11.2 duplications, the underlying molecular mechanisms remain poorly understood. Here we performed a comprehensive behavioral characterization of 16p11.2 duplication mice (16p11.2dp/+) and identified social and cognitive deficits reminiscent of ASD and ID phenotypes. 16p11.2dp/+ mice did not exhibit the SZ-related sensorimotor gating deficits, psychostimulant-induced hypersensitivity, or motor impairment. Electrophysiological recordings of 16p11.2dp/+ mice found deficient GABAergic synaptic transmission and elevated neuronal excitability in the prefrontal cortex (PFC), a brain region critical for social and cognitive functions. RNA-sequencing identified genome-wide transcriptional aberrance in the PFC of 16p11.2dp/+ mice, including downregulation of the GABA synapse regulator Npas4. Restoring Npas4 expression in PFC of 16p11.2dp/+ mice ameliorated the social and cognitive deficits and reversed GABAergic synaptic impairment and neuronal hyperexcitability. These findings suggest that prefrontal cortical GABAergic synaptic circuitry and Npas4 are strongly implicated in 16p11.2 duplication pathology, and may represent potential targets for therapeutic intervention in ASD.

2020-07-27 | GSE155131 | GEO

Fetal toll-like receptor 3 signalling contributes to the induction of autism-like behaviors in a mouse model of maternal immune activation

Project description:A mouse model of maternal immune activation (MIA) is commonly used to study neurodevelopmental disorders. Gene expression analysis has suggested that fetal brain macrophages may be activated by MIA, but it is unclear whether these transcriptional changes connect to behavioral phenotypes in offspring. Here, we have shown that the induction of autism spectrum disorder (ASD)-like behavioral phenotypes by MIA in male offspring is dependent upon fetal activation of the toll-like receptor 3 (TLR3) signaling molecule TRIF. Using single-cell RNA sequencing, we identified a cluster of border-associated macrophages (BAMs) that was significantly enriched in wild-type fetal brains following TLR3-MIA but not diminished in Trif -/- fetal brains. Moreover, after TLR3-MIA, the number of fetal BAMs in the choroid plexus, but not in the meninges, was increased, and these cells were characterized by increased S100a8/9 expression. Finally, we proposed that activation of fetal TLR3-TRIF signaling was induced by transplacental viral infection. Overall, our data suggest that fetal TLR3 signaling contributes to MIA-induced ASD-like behavioral phenotypes in mice.

2022-02-08 | GSE196151 | GEO

Microglial transcriptome of Maternal Immune Activation model at different developmental Stages and after microglia repopulation

Project description:To determine the transcriptomic changes underlying the MIA microglia phenotype and their reversal by PLX, we performed RNA-sequencing of magnetic CD11B beads-isolated microglia from the whole brain in Saline and MIA male and female offspring at E17, P7, P20, and P60, as well as from MG-REP male and female offspring at P60. Microglial transcriptome reveals novel MIA and repopulation modules and overlap of MIA microglial genes with ASD gene network. 14,225 microglial genes from RNA-seq data revealed distinct transcriptional signatures of immature microglia (IM module, 4681 transcripts, enriched in E17 and P7 Saline), MIA immature microglia (MIA-IM module, 2816 transcripts, enriched in E17 and P7 MIA), Juvenile microglia (JM module, 2318 transcripts, enriched in P20 Saline and MIA), Adult microglia (AM module, 3276 transcripts, enriched in P60 Saline + CTRL, P60 MIA + CTRL and P60 MIA + MG-REP), and repopulated adult microglia (REP-AM module, 1,134 transcripts, enriched in P60 Saline + MG-REP)

2020-03-06 | GSE146526 | GEO

Bulk RNA-seq on CTNNB1 mutation CRISPR-corrected ASD iPSC-derived neural progenitor cells as well as one matched control iPSC-derived neural progenitor cells to study the effects of autism genetic background

Project description:Alterations in cortical neurogenesis are implicated in neurodevelopmental disorders including autism spectrum disorders (ASDs). Many ASD risk genes have been identified as critical for brain development, but the contribution of genetic backgrounds, although inferred in complex genetic disorders such as ASD, remains unclear. Here, using isogenic induced pluripotent stem cell (iPSC)-derived neural progenitor cells (NPCs) and cortical organoid models, we report that a heterozygous PTEN p.I135L mutation found in an ASD patient with macrocephaly dysregulates cortical neurogenesis in an ASD genetic background-dependent fashion. We found that this PTEN p.I135L mutation led to overproduction of NPC subtypes as well as neuronal subtypes including both deep and upper layer neurons in its ASD background, but not when introduced into a control genetic background. ASD and control background differences in neurogenesis, neural development and synapse signaling were also observed. These findings provide experimental evidence that both a PTEN p.I135L mutation and ASD genetic background contribute to cellular features consistent with ASD associated with macrocephaly.

2023-03-20 | GSE221923 | GEO

Single cell gene expression profiles for iPSC-derived cortical organoids

2023-03-20 | GSE221882 | GEO

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