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Single-cell RNA-seq with Waterfall Reveals Molecular Cascades underlying Adult Hippocampal Neurogenesis

ABSTRACT: Somatic stem cells contribute to tissue ontogenesis, homeostasis, and regeneration through sequential processes. Systematic molecular analysis of stem cell behavior is challenging because classic approaches cannot resolve cellular heterogeneity or capture developmental dynamics. Here we provide a comprehensive resource of single-cell transcriptomes of adult hippocampal quiescent neural stem cells (qNSCs) and their immediate progeny. We further developed Waterfall, a bioinformatic suite, to statistically quantify singe-cell gene expression along de novo reconstructed continuous developmental trajectory. Our study reveals molecular signatures of qNSCs, characterized by high niche signaling integration and low protein translation capacity. Our analyses further delineate molecular cascades underlying adult qNSC activation and neurogenesis initiation, exemplified by decreased extrinsic signaling capacity, primed translational machinery, and regulatory switches in transcription factors, metabolism, and energy sources. Our study reveals the molecular continuum underlying adult neurogenesis and illustrates how Waterfall can be used for single-cell omics analyses of various continuous biological processes.

ORGANISM(S): Mus musculus

PROVIDER: GSE71485 | GEO | 2015/08/30

SECONDARY ACCESSION(S): PRJNA291386

REPOSITORIES: GEO

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Single-cell RNA-seq with Waterfall Reveals Molecular Cascades underlying Adult Hippocampal Neurogenesis

Project description:Somatic stem cells contribute to tissue ontogenesis, homeostasis, and regeneration through sequential processes. Systematic molecular analysis of stem cell behavior is challenging because classic approaches cannot resolve cellular heterogeneity or capture developmental dynamics. Here we provide a comprehensive resource of single-cell transcriptomes of adult hippocampal quiescent neural stem cells (qNSCs) and their immediate progeny. We further developed Waterfall, a bioinformatic suite, to statistically quantify singe-cell gene expression along de novo reconstructed continuous developmental trajectory. Our study reveals molecular signatures of qNSCs, characterized by high niche signaling integration and low protein translation capacity. Our analyses further delineate molecular cascades underlying adult qNSC activation and neurogenesis initiation, exemplified by decreased extrinsic signaling capacity, primed translational machinery, and regulatory switches in transcription factors, metabolism, and energy sources. Our study reveals the molecular continuum underlying adult neurogenesis and illustrates how Waterfall can be used for single-cell omics analyses of various continuous biological processes. Single-cell transcriptomes of adult hippocampal quiescent neural stem cells (qNSCs) and their immediate progeny.

2015-08-30 | E-GEOD-71485 | biostudies-arrayexpress

Single-cell RNA-sequencing of adult neural stem cells reveals novel molecular principles of stem cell activation and heterogeneity

Project description:Neural stem cells (NSCs) in the subventricular zone (SVZ) and the subgranular zone of the hippocampus continuously give rise to glial cells and neurons and are the most important source for new neurons in the adult mammalian brain1-4. It has been suggested that the NSCs in the adult brain form a heterogeneous population5,7, akin to other tissue-specific adult stem cells6. However, a molecular basis of the presumed NSC heterogeneity has been lacking. Here, we sequenced the transcriptomes of 131 individual adult NSCs from the mouse SVZ. After filtering, 117 cells were used for further analysis. We found that they consist of two distinct subgroups of about equal size, independent of the mouse’s age. These subgroups were separated by molecular markers of quiescence (quiescent NSCs, qNSCs) and cell-cycle progression (active NSCs, aNSCs). We identified novel cell surface markers belonging to the tetraspanin family of transmembrane proteins for the prospective purification of qNSCs and aNSCs. The individual NSC transcriptomes were ordered along a continuous progression from qNSCs to aNSCs, with the expression of molecular pathways decreasing (G-protein-coupled receptor signaling) or increasing (MAP kinase, PI3 kinase-mTOR, Hippo, and p53 pathways) in a coordinated manner. Within the aNSCs, transcription factors for neural cell lineage specification were expressed in patterns that indicate specific lineage commitment of individual aNSC. Together, these findings imply that the switch from qNSC to aNSC is irreversible in vivo, at least in a large fraction of cells, and is accompanied by lineage commitment already at the stem-cell stage. Thus our work reveals coherent patterns of molecular heterogeneity within adult NSCs that arise from the regulation of cell-cycle activity and differentiation pathways. We also sequenced 13 bulk populations.

2021-12-31 | GSE66460 | GEO

A fatty acid oxidation-dependent metabolic shift regulates adult neural stem cell quiescence

Project description:Adult hippocampal neurogenesis is important for certain forms of cognition and failing neurogenesis has been implicated in neuropsychiatric diseases. The neurogenic capacity of hippocampal neural stem/progenitor cells (NSPCs) depends on a balance between quiescent and proliferative states. However, how this balance is regulated remains poorly understood. Here we show that the rate of fatty acid oxidation (FAO) defines quiescence vs. proliferation in NSPCs. Quiescent NSPCs show high levels of carnitine palmitoyltransferase 1a (Cpt1a)-dependent FAO, which is downregulated in proliferating NSPCs. Pharmacological inhibition and conditional deletion of Cpt1a in vitro and in vivo leads to altered NSPC behavior, showing that Cpt1a-dependent FAO is required for stem cell maintenance and proper neurogenesis. Strikingly, experimental manipulation of malonyl-CoA, the metabolite that regulates levels of FAO, is sufficient to induce exit from quiescence and to enhance NSPC proliferation. Thus, the data presented here identify a shift in FAO metabolism that governs NSPC behavior and suggest an instructive role for fatty acid metabolism in regulating NSPC activity.

2019-11-15 | PXD005598 | Pride

FOXO3 shares common targets with ASCL1 genome-wide and inhibits ASCL1-dependent neurogenesis

Project description:FOXO transcription factors are central regulators of longevity from worms to humans. FOXO3 – the FOXO isoform associated with exceptional human longevity – preserves adult neural stem cell pools. Here we identify FOXO3 direct targets genome-wide in primary cultures of adult neural progenitor cells (NPCs). Interestingly, FOXO3-bound sites are enriched for motifs for bHLH transcription factors and FOXO3 shares common targets with the pro-neuronal bHLH transcription factor ASCL1/MASH1 in NPCs. Analysis of the chromatin landscape reveals that FOXO3 and ASCL1 are particularly enriched at the enhancers of genes involved in neurogenic pathways. Intriguingly, FOXO3 inhibits ASCL1-dependent neurogenesis in NPCs and direct neuronal conversion in fibroblasts. FOXO3 also restrains neurogenesis in vivo. Our study identifies a genome-wide interaction between the pro-longevity transcription factor FOXO3 and the cell fate determinant ASCL1, and raises the possibility that FOXO3’s ability to restrain ASCL1-dependent neurogenesis may help preserve the neural stem cell pool. ChIP-seq profiles of two transcription factors (FOXO3 and ASCL1) and three histone marks (H3K4me1, H3K4me3 and H3K27me3) in adult mouse neural progenitor cells.

2013-08-13 | E-GEOD-48336 | biostudies-arrayexpress

Real-time quantitative PCR analysis of microRNAs expressed in adult mouse ventricular-subventricular zone cell populations

Project description:Total RNA was isolated from GFAP::GFP+CD133+EGFR-CD24- (quiescent neural stem cells, qNSCs), GFAP::GFP+CD133+EGFR+CD24- (activated neural stem cells, aNSCs) and GFAP::GFP+CD133- EGFR+CD24- (transit amplifying cells, TACs) cells from the adult mouse ventricular-subventricular zone (V-SVZ) (GFAP::GFP mice, Jackson Mice Stock number 003257).

2022-12-05 | GSE217425 | GEO

Molecular landscape of immature neurons in the human hippocampus across the lifespan

Project description:Immature neurons arising from adult neurogenesis contribute to plasticity and unique functionsinthe adult mammalian brain. Whether immature dentate granule cells (imGCs) exist in the adult human hippocampusis under debate. Herewe performedsingle-nucleus transcriptomicanalysis aided by a validated machinelearning approach to quantify the abundance of imGCs in the 5postnatal human hippocampus and to investigate their molecular properties. We show the sustained presence of human imGCs through prenatal, infant, child, adolescent, adult,andaging stages andreveal their shared and differentmolecular characteristicsacross agesandspecies. Furthermore, we directly demonstrate the capacity for neurogenesis in the postnatal human hippocampus using surgical specimensin culture. Together, these resultsprovide novel insights10into molecular propertiesof imGCs in humans across the lifespan.

2022-04-19 | GSE185277 | GEO

Mus musculus

Project description:Single-cell RNA-seq with Waterfall Reveals Molecular Cascades underlying Adult Hippocampal Neurogenesis

| PRJNA291386 | ENA

Epigenetic maintenance of neural stem cell quiescence in the adult mouse hippocampus via Setd1a [RNA-Seq]

Project description:Quiescence, a hallmark of adult neural stem cells (NSCs), is required for maintaining the NSC pool to support life-long continuous neurogenesis in the adult dentate gyrus (DG). Whether epigenetic mechanisms can maintain NSC quiescence over long term in the adult brain is not well-understood. Here we showed that adult mice with haploinsufficiency of Setd1a, a schizophrenia risk gene encoding a histone H3K4 methyltransferase, exhibited substantially enlarged DG with increased number of dentate granule cells. Deletion of Setd1a specifically in quiescent NSCs in the adult DG promoted their activation and neurogenesis, which was countered by inhibition of histone demethylase LSD1. Mechanistically, RNA sequencing and CUT & RUN analyses of cultured quiescent adult NSCs revealed Setd1a deletion-induced transcriptional changes and Setd1a targets, among which down-regulation of Bhlhe40 promoted quiescent NSC activation in the adult DG. Together, our study revealed a Setd1a-dependent epigenetic mechanism that sustains NSC quiescence in the adult DG.

2024-03-31 | GSE250276 | GEO

Epigenetic maintenance of neural stem cell quiescence in the adult mouse hippocampus via Setd1a [Cut & Run]

2024-03-31 | GSE250275 | GEO

Ogt Controls Adult Neurogenesis through Modulating Notch Signaling Activity in Mice

Project description:Ogt catalyzed O-linked N-acetylglucosamine (O-GlcNAcylation, O-GlcNAc) plays an important function in diverse biological processes and diseases. However, the roles of Ogt in regulating neurogenesis remain largely unknown. Here, we show that Ogt deficiency or depletion in adult neural stem cells (aNSCs) leads to the diminishment of aNSCs pool and the aberrant neurogenesis, and consequently impairs cognitive function of adult mice. RNA sequencing reveals that Ogt deficiency alters the transcription of genes relating to cell cycle, neurogenesis, and neuronal development. Mechanistic studies show that Ogt directly interacts with Notch1 and catalyzes the O-GlcNAc modification of Notch TM/ICD fragment. The decreased O-GlcNAc modification of TM/ICD increases the binding of E3 ubiquitin ligase Itch to TM/ICD and promotes its degradation. Itch knockdown rescues neurogenic defects in Ogt-deficient mice. OGT also regulates human cortical neurogenesis in forebrain organoids derived from induced pluripotent stem cells. Our findings reveal the essential roles and mechanisms of Ogt and O-GlcNAc modification in regulating mammalian neurogenesis and cognition.

2020-12-15 | GSE163141 | GEO

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