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1.
Biol Psychiatry ; 95(2): 187-198, 2024 Jan 15.
Article in English | MEDLINE | ID: mdl-37454787

ABSTRACT

BACKGROUND: Converging evidence from large-scale genetic and postmortem studies highlights the role of aberrant neurotransmission and genetic regulation in brain-related disorders. However, identifying neuronal activity-regulated transcriptional programs in the human brain and understanding how changes contribute to disease remain challenging. METHODS: To better understand how the activity-dependent regulome contributes to risk for brain-related disorders, we profiled the transcriptomic and epigenomic changes following neuronal depolarization in human induced pluripotent stem cell-derived glutamatergic neurons (NGN2) from 6 patients with schizophrenia and 5 control participants. RESULTS: Multiomic data integration associated global patterns of chromatin accessibility with gene expression and identified enhancer-promoter interactions in glutamatergic neurons. Within 1 hour of potassium chloride-induced depolarization, independent of diagnosis, glutamatergic neurons displayed substantial activity-dependent changes in the expression of genes regulating synaptic function. Depolarization-induced changes in the regulome revealed significant heritability enrichment for schizophrenia and Parkinson's disease, adding to mounting evidence that sequence variation within activation-dependent regulatory elements contributes to the genetic risk for brain-related disorders. Gene coexpression network analysis elucidated interactions among activity-dependent and disease-associated genes and pointed to a key driver (NAV3) that interacted with multiple genes involved in axon guidance. CONCLUSIONS: Overall, we demonstrated that deciphering the activity-dependent regulome in glutamatergic neurons reveals novel targets for advanced diagnosis and therapy.


Subject(s)
Induced Pluripotent Stem Cells , Schizophrenia , Humans , Induced Pluripotent Stem Cells/metabolism , Gene Expression Regulation , Neurons/metabolism , Brain
2.
Viruses ; 14(7)2022 06 28.
Article in English | MEDLINE | ID: mdl-35891396

ABSTRACT

Zika virus (ZIKV) and dengue virus (DENV) are members of the Flaviviridae family of RNA viruses and cause severe disease in humans. ZIKV and DENV share over 90% of their genome sequences, however, the clinical features of Zika and dengue infections are very different reflecting tropism and cellular effects. Here, we used simultaneous RNA sequencing and ribosome footprinting to define the transcriptional and translational dynamics of ZIKV and DENV infection in human neuronal progenitor cells (hNPCs). The gene expression data showed induction of aminoacyl tRNA synthetases (ARS) and the translation activating PIM1 kinase, indicating an increase in RNA translation capacity. The data also reveal activation of different cell stress responses, with ZIKV triggering a BACH1/2 redox program, and DENV activating the ATF/CHOP endoplasmic reticulum (ER) stress program. The RNA translation data highlight activation of polyamine metabolism through changes in key enzymes and their regulators. This pathway is needed for eIF5A hypusination and has been implicated in viral translation and replication. Concerning the viral RNA genomes, ribosome occupancy readily identified highly translated open reading frames and a novel upstream ORF (uORF) in the DENV genome. Together, our data highlight both the cellular stress response and the activation of RNA translation and polyamine metabolism during DENV and ZIKV infection.


Subject(s)
Dengue Virus , Dengue , Zika Virus Infection , Zika Virus , Dengue Virus/genetics , Humans , Polyamines , RNA, Viral/genetics , Zika Virus/genetics
3.
Cells ; 9(6)2020 06 05.
Article in English | MEDLINE | ID: mdl-32516938

ABSTRACT

Genetic and genomic studies of brain disease increasingly demonstrate disease-associated interactions between the cell types of the brain. Increasingly complex and more physiologically relevant human-induced pluripotent stem cell (hiPSC)-based models better explore the molecular mechanisms underlying disease but also challenge our ability to resolve cell type-specific perturbations. Here, we report an extension of the RiboTag system, first developed to achieve cell type-restricted expression of epitope-tagged ribosomal protein (RPL22) in mouse tissue, to a variety of in vitro applications, including immortalized cell lines, primary mouse astrocytes, and hiPSC-derived neurons. RiboTag expression enables depletion of up to 87 percent of off-target RNA in mixed species co-cultures. Nonetheless, depletion efficiency varies across independent experimental replicates, particularly for hiPSC-derived motor neurons. The challenges and potential of implementing RiboTags in complex in vitro cultures are discussed.


Subject(s)
Gene Expression Profiling , Models, Biological , Neural Stem Cells/metabolism , 3T3 Cells , Animals , Coculture Techniques , Epitopes/metabolism , Gene Expression Regulation , HEK293 Cells , Humans , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Mice , Neural Stem Cells/cytology , Neurons/cytology , Neurons/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins/metabolism , Ribosomal Proteins/metabolism , Species Specificity , Transcriptome/genetics
4.
Stem Cell Reports ; 9(2): 615-628, 2017 08 08.
Article in English | MEDLINE | ID: mdl-28757163

ABSTRACT

Modulation of transcription, either synthetic activation or repression, via dCas9-fusion proteins is a relatively new methodology with the potential to facilitate high-throughput up- or downregulation studies of gene function. Genetic studies of neurodevelopmental disorders have identified a growing list of risk variants, including both common single-nucleotide variants and rare copy-number variations, many of which are associated with genes having limited functional annotations. By applying a CRISPR-mediated gene-activation/repression platform to populations of human-induced pluripotent stem cell-derived neural progenitor cells, neurons, and astrocytes, we demonstrate that it is possible to manipulate endogenous expression levels of candidate neuropsychiatric risk genes across these three cell types. Although proof-of-concept studies using catalytically inactive Cas9-fusion proteins to modulate transcription have been reported, here we present a detailed survey of the reproducibility of gRNA positional effects across a variety of neurodevelopmental disorder-relevant risk genes, donors, neural cell types, and dCas9 effectors.


Subject(s)
Astrocytes/cytology , Astrocytes/metabolism , Induced Pluripotent Stem Cells/cytology , Neural Stem Cells/cytology , Neural Stem Cells/metabolism , Neurons/cytology , Neurons/metabolism , Calcium/metabolism , Cell Differentiation , Cells, Cultured , Gene Expression Profiling , Gene Expression Regulation, Developmental , Humans , Induced Pluripotent Stem Cells/metabolism , Molecular Imaging , Transcriptome
5.
Stem Cell Reports ; 9(2): 600-614, 2017 08 08.
Article in English | MEDLINE | ID: mdl-28757165

ABSTRACT

Growing evidence implicates the importance of glia, particularly astrocytes, in neurological and psychiatric diseases. Here, we describe a rapid and robust method for the differentiation of highly pure populations of replicative astrocytes from human induced pluripotent stem cells (hiPSCs), via a neural progenitor cell (NPC) intermediate. We evaluated this protocol across 42 NPC lines (derived from 30 individuals). Transcriptomic analysis demonstrated that hiPSC-astrocytes from four individuals are highly similar to primary human fetal astrocytes and characteristic of a non-reactive state. hiPSC-astrocytes respond to inflammatory stimulants, display phagocytic capacity, and enhance microglial phagocytosis. hiPSC-astrocytes also possess spontaneous calcium transient activity. Our protocol is a reproducible, straightforward (single medium), and rapid (<30 days) method to generate populations of hiPSC-astrocytes that can be used for neuron-astrocyte and microglia-astrocyte co-cultures for the study of neuropsychiatric disorders.


Subject(s)
Astrocytes/cytology , Cell Differentiation , Induced Pluripotent Stem Cells/cytology , Astrocytes/metabolism , Calcium/metabolism , Cell Culture Techniques , Cell Differentiation/genetics , Cells, Cultured , Computational Biology/methods , Cytokines/metabolism , Gene Expression Profiling , Gene Expression Regulation, Developmental , Humans , Induced Pluripotent Stem Cells/metabolism , Microglia/immunology , Microglia/metabolism , Molecular Sequence Annotation , Neural Stem Cells/cytology , Neural Stem Cells/metabolism , Phagocytosis , Transcriptome
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