Correlating anatomy and function with gene expression in individual neurons by combining in vivo labeling, patch clamp and single cell RNA-seq
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE90822 | GEO | 2017/11/20
SECONDARY ACCESSION(S): PRJNA356072
REPOSITORIES: GEO
Similar Datasets
Project description:Single-cell RNA sequencing has generated the first catalogs of transcriptionally defined neuronal subtypes of the brain. However, the cellular processes that contribute to neuronal subtype specification and transcriptional heterogeneity remain unclear. By comparing the gene expression profiles of a subset of single layer 6 corticothalamic neurons in somatosensory cortex, we show that transcriptional subtypes primarily reflect axonal projection pattern, laminar position within the cortex, and neuronal activity state. Pseudotemporal ordering of 1023 cellular responses to sensory manipulation demonstrates that changes in expression of activity-induced genes both reinforced cell-type identity and contributed to increased transcriptional heterogeneity within each cell type. This is due to cell-type biased choices of transcriptional states following manipulation of neuronal activity. These results reveal that axonal projection pattern, laminar position, and activity state define significant axes of variation that contribute both to the transcriptional identity of individual neurons and to the transcriptional heterogeneity within each neuronal subtype.
2017-12-31 | GSE107632 | GEO
Project description:Although DNA methylation plays a critical role in the development and function of mammalian central nervous system (CNS), its role in peripheral neurons has not been elucidated. To address this issue, we produced conditional knockout mice (CKO) specifically deleting the gene for maintenance DNA methyltransferase 1 (Dnmt1) during the development of neural crest cells. Despite global hypomethylation in the embryonic dorsal root ganglion (DRG) of the CKO mice, the number of sensory neurons was relatively unaffected. However, expression of many genes required for sensory neuron development was altered in embryonic mutant DRG, including down-regulation of Runx1 and TrkA genes as well as up-regulation of Id1 and Dtx1, two negative regulators for neurogenesis. Accompanied with the downregulation of an NGF receptor TrkA, the peripheral axonal projection and the branching of sensory neurons were impaired. Furthermore, the expression of the neuropeptide Galanin and several vanilloid receptors such as TrpV1 and TrpM8 were not detected in the DRG of the CKO mice during late embryonic and neonatal stages, suggesting that DNA methylation regulates the differentiation program for a subset of nociceptive sensory neurons. Taken together, our findings suggest that through transcriptional regulation of key developmental genes in sensory neurons, DNA methylation play a key role in the control of the axonal projection and fate specification of peripheral sensory neurons. We compared gene expression patterns in Wildtype and DNA methylation deficient (Wnt1-cre; Dnmt1 mutant) mouse dorsal cortex. We performed 4 replicates using different each individual mouse strain. The Sample GSM565172 table is the average log ratio for the 4 replicatesArrays were performed.
2011-12-01 | E-GEOD-23530 | biostudies-arrayexpress
Project description:Variation in activity state, axonal projection, and position define the transcriptional identity of individual neocortical projection neurons.
| PRJNA420939 | ENA
Project description:Dendritic and axonal morphology reflects the input and output of neurons and is a defining feature of neuronal types, yet our knowledge of the diversity of neuronal morphology, in particular distal axon projection patterns, remains limited. To systematically obtain complete single neuron morphology on a brain-wide scale, we established a platform with five major components: sparse labeling, whole-brain imaging, reconstruction, registration, and classification. We fully reconstructed 1,741 neurons from cortex, claustrum, thalamus, striatum and other brain regions. We identify 11 major projection neuron types with distinct morphological features and corresponding transcriptomic identities. We further reveal extensive morphological diversity within each of these major types, some of which cluster into more refined morphological subtypes. We analyze this diversity at different levels following a set of generalizable organizational rules governing long-range axonal projections, including molecular correspondence, divergent or convergent projection, axon termination pattern, regional specificity, topography, and individual cell variability. We illustrate how these rules manifest in different projection neuron types. Although clear concordance with transcriptomic profiles is evident at major projection type level, fine-grained morphological diversity often does not readily correlate with transcriptomic subtypes derived from unsupervised clustering, highlighting the need for single-cell level cross-modality studies. Overall, our study provides a systematic demonstration of the crucial need for quantitative description of complete single cell anatomy in cell type classification, as the cell type-specific morphological diversity reveals a plethora of ways different cell types and individual neurons may contribute to the function of their respective circuits.
2021-10-06 | GSE181363 | GEO
Project description:Dorsal root ganglion neurons are the primary neurons of the sensory afferent pathway and are a heterogeneous population. Dorsal root ganglion neurons exhibit a wide range of terminal morphologies, complex central projection patterns, and different physiological properties, which allow them to adapt to various sensory stimulation modalities and transmit the corresponding sensory information to the central nervous system. Here, we used single-cell sequencing technology to explore the mechanisms behind the differences in axonal lengths in DRG neurons cultured in vitro. The single-cell sequencing data grouped by axon length were compared and analyzed to find core genes that may be closely related to axon length in a list of differentially expressed genes that significantly change with axon length; as well as to explore whether these genes also play an important role in the process of axon regeneration after peripheral nerve injury.
2022-10-01 | GSE205983 | GEO
Project description:Although DNA methylation plays a critical role in the development and function of mammalian central nervous system (CNS), its role in peripheral neurons has not been elucidated. To address this issue, we produced conditional knockout mice (CKO) specifically deleting the gene for maintenance DNA methyltransferase 1 (Dnmt1) during the development of neural crest cells. Despite global hypomethylation in the embryonic dorsal root ganglion (DRG) of the CKO mice, the number of sensory neurons was relatively unaffected. However, expression of many genes required for sensory neuron development was altered in embryonic mutant DRG, including down-regulation of Runx1 and TrkA genes as well as up-regulation of Id1 and Dtx1, two negative regulators for neurogenesis. Accompanied with the downregulation of an NGF receptor TrkA, the peripheral axonal projection and the branching of sensory neurons were impaired. Furthermore, the expression of the neuropeptide Galanin and several vanilloid receptors such as TrpV1 and TrpM8 were not detected in the DRG of the CKO mice during late embryonic and neonatal stages, suggesting that DNA methylation regulates the differentiation program for a subset of nociceptive sensory neurons. Taken together, our findings suggest that through transcriptional regulation of key developmental genes in sensory neurons, DNA methylation play a key role in the control of the axonal projection and fate specification of peripheral sensory neurons.
2011-12-01 | GSE23530 | GEO
Project description:Retrograde signaling from axon to soma activates intrinsic regeneration mechanisms in lesioned peripheral sensory neurons; however, the links between axonal injury signaling and the cell body response are not well understood. Here, we used phosphoproteomics and microarrays to implicate ~900 phosphoproteins in retrograde injury signaling in rat sciatic nerve axons in vivo and ~4500 transcripts in the in vivo response to injury in the dorsal root ganglia. Computational analyses of these data sets identified ~400 redundant axonal signaling networks connected to 39 transcription factors implicated in the sensory neuron response to axonal injury. Experimental perturbation of individual overrepresented signaling hub proteins, including Abl, AKT, p38, and protein kinase C, affected neurite outgrowth in sensory neurons. Paradoxically, however, combined perturbation of Abl together with other hub proteins had a reduced effect relative to perturbation of individual proteins. Our data indicate that nerve injury responses are controlled by multiple regulatory components, and suggest that network redundancies provide robustness to the injury response Microarrays were run on mRNA extracted from adult rat L4 and L5 DRGs cells after 1,3,8,12,16,18,24, and 28 hours after a sciatic nerve (proximal and distal) lesion.
2010-12-29 | E-GEOD-26350 | biostudies-arrayexpress
Project description:The olfactory sensory system is formed by the coordinated morphogenesis and differentiation of the peripheral olfactory epithelium (OE) and the anterior forebrain. At early stages, immature olfactory receptor neurons (ORN) elongate their axons to penetrate the brain basement membrane, contact and form synapses with projection neurons of the olfactory bulb primordium. Axonal elongation is accompanied by migration of the GnRH+ neurons, followed by their ingression in the septo-hypothalamic area of the forebrain. This process is specifically impaired in the KallmannM-bM-^@M-^Ys syndrome (KS), a disorder characterized by anosmia and central hypogonadism. A set of transcription factors are master regulators of olfactory connectivity and GnRH neuron migration. We explored the transcriptional network underlying this process, by profiling the OE and adjacent mesenchyme at distinct embryonic ages. We also profiled the OE from embryos null for Dlx5, a homeogene essential for olfactory development, that causes a KS-like phenotype when deleted. We also applied analysis of conserved co-expression to integrate the obtained data with information on KS disease genes. The prevalent categories of genes differentially expressed during development are neuronal differentiation, extracellular remodelling and cell adhesion. From the analysis of Dlx5 mutant tissues we identify about 120 genes with a prevalence of intermediate filaments, cell signalling, epithelial and neuronal differentiation. Filtering for true OE expression and for the presence of Dlx5 binding sites, yielded twenty genes, of the following categories: 1) transmembrane adhesion/receptor molecules, 2) axon-glia interaction molecules, 3) synaptic proteins, 4) scaffold/adapter for signalling molecules. To functionally analyze these genes in vivo, we used three zebrafish fluorescent reporter zebrafish strains, in which we monitored early phases of olfactory/GnRH development upon gene downmodulation. The depletion of three (of five) Dlx5 targets affected axonal extension and targeting, while two (of two) altered GnRH neuron position and neurite organization. In one experiment we compare the olfactrory sensory epithelium from wild-type embryos, at three times of development, i.e. E11.5, E12.5 and E14.5. In a second experiment we compare the olfactory sensory epithelium from wild-type embryo with that from Dlx5 knock-out embryos, at the age E12.5
2014-01-31 | E-GEOD-52800 | biostudies-arrayexpress
Project description:Retrograde signaling from axon to soma activates intrinsic regeneration mechanisms in lesioned peripheral sensory neurons; however, the links between axonal injury signaling and the cell body response are not well understood. Here, we used phosphoproteomics and microarrays to implicate ~900 phosphoproteins in retrograde injury signaling in rat sciatic nerve axons in vivo and ~4500 transcripts in the in vivo response to injury in the dorsal root ganglia. Computational analyses of these data sets identified ~400 redundant axonal signaling networks connected to 39 transcription factors implicated in the sensory neuron response to axonal injury. Experimental perturbation of individual overrepresented signaling hub proteins, including Abl, AKT, p38, and protein kinase C, affected neurite outgrowth in sensory neurons. Paradoxically, however, combined perturbation of Abl together with other hub proteins had a reduced effect relative to perturbation of individual proteins. Our data indicate that nerve injury responses are controlled by multiple regulatory components, and suggest that network redundancies provide robustness to the injury response
2010-12-29 | GSE26350 | GEO
Project description:The mammalian neocortex is a layered sheet of neural tissue that mediates complex cognitive processes including perception and cognition. Despite its importance, we still lack detailed knowledge of the cellular components of the neocortex. Integrating morphological, electrophysiological and molecular classification schemes into a common framework for defining cell types is challenging due to the limited scope of most single-cell analyses. Here, we developed a protocol for high-throughput electrophysiological and transcriptomic analysis of single neurons that combines whole-cell recordings and single-cell RNA-sequencing, which we call Patch-seq. Using this approach, we fully characterized the electrophysiological and molecular profiles of ~50 neocortical neurons, and show that gene expression patterns can be used to infer the morphological and physiological properties of individual neurons and their corresponding cell type. Our results shed light on the molecular underpinnings of neuronal diversity and demonstrate a path forward for comprehensive cell type characterization in the nervous system.
2016-01-25 | E-MTAB-4092 | biostudies-arrayexpress