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Integrative Single-Cell Transcriptomics Reveals Molecular Networks Defining Neuronal Maturation during Neurogenesis

ABSTRACT: Neurogenesis in the adult hippocampus contributes to information processing critical for cognition, adaptation, learning and memory, and is implicated in numerous neurological disorders. New neurons are continuously produced from neural stem cells via a well-controlled developmental process. The immature neuron stage defined by doublecortin (DCX) expression is the most sensitive to regulation by extrinsic factors. However, little is known about the dynamic biology within this critical interval that drives maturation and confers susceptibility to regulating signals. This study aims to test the hypothesis that DCX-expressing immature neurons in adult mouse hippocampus progress through developmental stages via activity of specific transcriptional networks. Using single-cell RNA-seq combined with a novel integrative bioinformatics approach, we discovered that individual immature neuron can be classified into distinct developmental subgroups based on characteristic gene expression profiles and subgroup-specific markers. Comparisons between immature and more mature subgroups revealed novel pathways involved in neuronal maturation. Genes enriched in more immature cells shared significant overlap with genes implicated in neurodegenerative diseases, while genes positively associated with neuronal maturation were enriched for autism-related gene sets. Our study thus discovers molecular signatures of individual adult-born immature neurons and unveils potential novel targets for therapeutic approaches to treat neurodevelopmental and neurological diseases.

ORGANISM(S): Mus musculus

PROVIDER: GSE75901 | GEO | 2016/02/29

SECONDARY ACCESSION(S): PRJNA305649

REPOSITORIES: GEO

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Integrative Single-Cell Transcriptomics Reveals Molecular Networks Defining Neuronal Maturation during Neurogenesis

Project description:Neurogenesis in the adult hippocampus contributes to information processing critical for cognition, adaptation, learning and memory, and is implicated in numerous neurological disorders. New neurons are continuously produced from neural stem cells via a well-controlled developmental process. The immature neuron stage defined by doublecortin (DCX) expression is the most sensitive to regulation by extrinsic factors. However, little is known about the dynamic biology within this critical interval that drives maturation and confers susceptibility to regulating signals. This study aims to test the hypothesis that DCX-expressing immature neurons in adult mouse hippocampus progress through developmental stages via activity of specific transcriptional networks. Using single-cell RNA-seq combined with a novel integrative bioinformatics approach, we discovered that individual immature neuron can be classified into distinct developmental subgroups based on characteristic gene expression profiles and subgroup-specific markers. Comparisons between immature and more mature subgroups revealed novel pathways involved in neuronal maturation. Genes enriched in more immature cells shared significant overlap with genes implicated in neurodegenerative diseases, while genes positively associated with neuronal maturation were enriched for autism-related gene sets. Our study thus discovers molecular signatures of individual adult-born immature neurons and unveils potential novel targets for therapeutic approaches to treat neurodevelopmental and neurological diseases. mRNA sequencing and expression estimation in 64 individual DCX-dsRed+ cells isolated from transgenic DCX-dsRed mice by FACS sorting

2016-02-29 | E-GEOD-75901 | biostudies-arrayexpress

Early born neurons are abnormally positioned in the doublecortin knockout hippocampus

Project description:Human doublecortin (DCX) mutations are associated with severe brain malformations leading to aberrant neuron positioning (heterotopia), intellectual disability and epilepsy. The Dcx protein plays a key role in neuronal migration, and hippocampal pyramidal neurons in Dcx knockout (KO) mice are disorganized. The single CA3 pyramidal cell layer observed in wild type (WT) is present as two abnormal layers in the KO, and CA3 KO pyramidal neurons are more excitable than WT. Dcx KO mice also exhibit spontaneous epileptic activity originating in the hippocampus. It is unknown however, how hyperexcitability arises and why two CA3 layers are observed. Transcriptome analyses were performed to search for perturbed postnatal gene expression, comparing Dcx KO CA3 pyramidal cell layers with WT. Gene expression changes common to both KO layers indicated mitochondria and Golgi apparatus anomalies, as well as increased cell stress. Intriguingly, gene expression analyses also suggested that the KO layers differ significantly from each other, particularly in terms of maturity. Layer-specific molecular markers and BrdU birthdating to mark the final positions of neurons born at distinct timepoints revealed inverted layering of the CA3 region in Dcx KO animals. Notably, many early-born ‘outer boundary’ neurons are located in an inner position in the Dcx KO CA3, superficial to other pyramidal neurons. This abnormal positioning likely affects cell morphology and connectivity, influencing network function. Dissecting this Dcx KO phenotype sheds light on coordinated developmental mechanisms of neuronal subpopulations, as well as gene expression patterns contributing to a bi-layered malformation associated with epilepsy. Expression profiling by array

2016-10-31 | GSE87019 | GEO

Gene expression profiling of neural stem cells and their neuronal progeny reveals IGF2 as a regulator of adult hippocampal neurogenesis

Project description:Neural stem cells (NSCs) generate new neurons throughout life in two distinct areas of the mammalian brain: the subventricular zone (SVZ) lining the lateral ventricles and the hippocampal dentate gyrus (DG). How gene expression signatures differ among NSCs and immature neurons within and between these adult neurogenic regions is unknown. We isolated NSCs and their progeny using transgenic mice expressing GFP under the control of the Sox2 promoter (labeling NSCs) and transgenic mice expressing DsRed under the control of the doublecortin (Dcx) promoter (labeling immature neurons). Comparison of the transcriptomes of SOX2+ cells derived from both neurogenic areas revealed that NSCs are highly similar but that functionally significant differences in gene expression exist: IGF2, which is expressed only in SOX2+ cells in the DG but not in the SVZ, is required for proliferation of DG-derived but not SVZ-derived NSCs. Gene expression profiles strongly diverged in immature neurons, and we provide evidence that ephrinB3, which was up-regulated only in the DG but not in the SVZ during neuronal differentiation, regulates the survival of newborn granule cells. Thus, the data provided here show that stem cell populations in the adult DG and SVZ are similar but have unique properties that manifest themselves later during neural differentiation, resulting in distinct neuronal populations Hippocampi and SVZ from 6 week old DCX-DsRed and Sox2-GFP Reporter mice were dissected and cell sorted using FACS. cDNA were generated and analysed using Agilent Platform.

2011-12-31 | E-GEOD-21208 | biostudies-arrayexpress

Deregulation of neuronal polarization promotes axonal growth after spinal cord injury

Project description:The developmental maturation of a neuron requires the completion of neuronal polarization preceding the formation of a synapse. Whether neuronal polarization marks the decline in growth competence in the injured mammalian adult nervous system remains elusive. Here we show that gene expression and epigenetic signatures associated with the regenerative growth ability of dorsal root ganglia (DRG) sensory neurons are lost during the transition from a non-polarized to a polarized state. The transcriptional co-factor Cited2 was found to be epigenetically upregulated in immature DRG and following a regenerative injury, but it remained unchanged by a non-regenerative spinal cord injury (SCI). Next, Cited2 was overexpressed in DRG neurons in a model of SCI in mice where it promoted sensory axon growth and reversed the gene expression signatures associated with neuronal maturation. Importantly, Cited2 expression stirred the maturation of DRG neurons towards a non-polarized state. Together, these data suggest that the transition from a non-polarized to a polarized state marks the reversible loss of the regenerative ability of a neuron, thus paving the way to targeted repair strategies relying on neuronal de-maturation.

2024-01-01 | GSE214722 | GEO

Deregulation of neuronal polarization promotes axonal growth after spinal cord injury (ATAC-Seq)

2024-01-01 | GSE224110 | GEO

Ngn2 induces diverse neuronal lineages from human pluripotency

Project description:Human neurons engineered from induced pluripotent stem cells (iPSCs) through Neurogenin 2 (Ngn2) overexpression are widely used to study neuronal differentiation mechanisms and to model neurological diseases. However, the differentiation paths and heterogeneity of emerged neurons have not been fully explored. Here we used single-cell transcriptomics to dissect the cell states that emerge during Ngn2 overexpression across a time course from pluripotency to neuron functional maturation. We find a substantial molecular heterogeneity in the neuron types generated, with at least two populations that express genes associated with neurons of the peripheral nervous system. Neuron heterogeneity is observed across multiple iPSC clones and lines from different individuals. We find that neuron fate acquisition is sensitive to Ngn2 expression level and the duration of Ngn2 forced expression. Our data reveals that Ngn2 dosage can regulate neuron fate acquisition, and that Ngn2-iN heterogeneity can confound results that are sensitive to neuron type.

2021-08-05 | E-MTAB-10632 | biostudies-arrayexpress

Doublecortin mutation leads to persistent defects in the Golgi apparatus and mitochondria in adult hippocampal pyramidal cells

Project description:Human doublecortin (DCX) mutations are associated with severe brain malformations leading to aberrant neuron positioning (heterotopia), intellectual disability and epilepsy. DCX is a microtubule-associated protein which plays a key role during neurodevelopment in neuronal migration and differentiation. Dcx knockout (KO) mice show disorganized hippocampal pyramidal neurons. The CA2/CA3 pyramidal cell layer is present as two abnormal layers and disorganized CA3 KO pyramidal neurons are also more excitable than wild-type (WT) cells. To further identify abnormalities, we characterized Dcx KO hippocampal neurons at subcellular, molecular and ultrastructural levels. Severe defects were observed in mitochondria, affecting number and distribution. Also, the Golgi apparatus was visibly abnormal, increased in volume and abnormally organized. Transcriptome analyses from laser microdissected hippocampal tissue at postnatal day 60 (P60) highlighted organelle abnormalities. Ultrastructural studies of CA3 cells performed in P60 (young adult) and > 9 months (mature) tissue showed that organelle defects are persistent throughout life. Locomotor activity and fear conditioning behavior of young and mature adults was also abnormal: KO mice consistently performed less well than WT littermates, with defects becoming more severe with age. Thus, we show that disruption of a neurodevelopmentally-regulated gene can lead to permanent organelle anomalies contributing to abnormal adult behavior

2022-03-29 | GSE185031 | GEO

Transcriptomic Taxonomy and Neurogenic Trajectories of Adult Human, Macaque and Pig Hippocampal and Entorhinal Cells

Project description:The hippocampal-entorhinal system supports cognitive functions, has lifelong neurogenic capabilities in many species, and is selectively vulnerable to Alzheimer’s disease. To investigate neurogenic potential and cellular diversity, we profiled single-nucleus transcriptomes in five hippocampal-entorhinal subregions in human, macaque, and pig. Integrated cross-species analysis revealed robust transcriptomic and histologic signatures of neurogenesis in adult mouse, pig and macaque, but not humans. Doublecortin (DCX), a widely accepted marker of newly generated granule cells, was detected in diverse human neurons, but it did not define immature neuron populations. To explore species differences in cellular diversity and implications for disease, we characterized subregion-specific transcriptomically-defined cell types and transitional changes from the three-layered archicortex to the six-layered neocortex. Notably, METTL7B defined subregion-specific excitatory neurons and astrocytes in primates, associated with endoplasmic reticulum and lipid droplet proteins, including Alzheimer's disease-related proteins. Together this resource reveals cell-type- and species-specific properties shaping hippocampal-entorhinal neurogenesis and function.

2021-11-18 | GSE186538 | 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

Scaling proprioceptor gene transcription by retrograde NT3 signaling

Project description:Transcriptional analysis of identified DRG subpopulations. Cell-type specific intrinsic programs instruct neuronal subpopulations before target-derived factors influence later neuronal maturation. Retrograde neurotrophin signaling controls neuronal survival and maturation of dorsal root ganglion (DRG) sensory neurons, but how these potent signaling pathways intersect with transcriptional programs established at earlier developmental stages remains poorly understood. Here we determine the consequences of genetic alternation of NT3 signaling on genome-wide transcription programs in proprioceptors, an important sensory neuron subpopulation involved in motor reflex behavior. We find that the expression of many proprioceptor-enriched genes is dramatically altered by genetic NT3 elimination, independent of survival-related activities. Combinatorial analysis of gene expression profiles with proprioceptors isolated from mice expressing surplus muscular NT3 identifies an anticorrelated gene set with transcriptional levels scaled in opposite directions. Voluntary running experiments in adult mice further demonstrate the maintenance of transcriptional adjustability of genes expressed by DRG neurons, pointing to life-long gene expression plasticity in sensory neurons. We combined a mouse line expressing GFP under the control of the TrkC promoter (BAC transgene approach) with various NT3 signaling mutants in order to identify the transcriptional changes in identified subpopulations of dorsal root ganglia (DRG) neurons. Sorted cells were processed for RNA extraction and hybridization on Affymetrix microarrays. Analysis was performed a postnatal (p) day p0. Subsequent analysis focused on the transcriptional profile of DRG neuron subpopulations at specific lumbar levels. Additional work addressed the transcriptional changes in whole DRG in adult mice with and without physical exercise.

2012-08-23 | E-GEOD-38074 | biostudies-arrayexpress

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