Single cell multi-omics analysis reveals novel roles for DNA methylation in sensory neuron injury responses
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE124728 | GEO | 2019/10/24
REPOSITORIES: GEO
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Project description:Single cell multi-omics analysis reveals novel roles for DNA methylation in sensory neuron injury responses
| PRJNA513289 | ENA
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.
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Project description:The goal of this study was to analyze global gene expression in FACS purified Nav1.8 lineage sensory neurons, which include nociceptor neurons that detect damaging/noxious stimuli, following peripheral inflammation by intraplantar injection of Complete Freund's Adjuvant (CFA) or Sciatic Nerve Injury (SNI) by nerve transection. Nav1.8 Trangsgenic TdTomato+ neurons were purified from Lumbar L4-L6 dorsal root ganglia (DRG) by flow cytometry from mice on the ipsilateral or contralateral sides, following Complete Freund's Adjuvant injection (day 1) or sciatic nerve transection (day 5). Neurons were then analyzed for transcriptional gene expression by microarray analysis.
2023-01-30 | GSE221834 | GEO
Project description:Peripheral nerve repair and functional recovery depend on the rate of nerve regeneration and the quality of target reinnervation. It is important to fully understand the cellular and molecular basis underlying the specificity of peripheral nerve regeneration, which means the achieving of respective correct pathfinding and accurate target reinnervation for regrowing motor and sensory axons. In this study, a quantitative proteomic technique, based on isobaric tags for relative and absolute quantitation (iTRAQ) was used to profile the protein expression pattern between single motor and sensory nerves at 14 days after peripheral nerve transection. Among a total of 1259 proteins identified, 176 proteins showed the differential expressions between injured motor and sensory nerves. Quantitative real-time RT-PCR and Western blot analysis were applied to validate the proteomic data on representative differentially expressed proteins. Functional categorization indicated that differentially expressed proteins were linked to a diverse array of molecular functions, including axonogenesis, response to axon injury, tissue remodeling, axon ensheathment, cell proliferation and adhesion, vesicle-mediated transport, response to oxidative stress, internal signal cascade, and macromolecular complex assembly, which might play an essential role in peripheral motor and sensory nerve regeneration. Overall, we hope that the proteomic database obtained in this study could serve as a solid foundation for the comprehensive investigation of differentially expressed proteins between injured motor and sensory nerves and for the mechanism elucidation of the specificity of peripheral nerve regeneration.
2020-12-10 | PXD022097 | Pride
Project description:Sensory neurons are distinguished by distinct signaling networks and receptive characteristics. Thus, sensory neuron types can be defined by linking transcriptome-based neuron typing with the sensory phenotypes. Here we classify somatosensory neurons of the mouse dorsal root ganglion (DRG) by high-coverage single-cell RNA-sequencing (10 950 ± 1 218 genes per neuron) and neuron size-based hierarchical clustering. Moreover, single DRG neurons responding to cutaneous stimuli are recorded using an in vivo whole-cell patch clamp technique and classified by neuron-type genetic markers. Small diameter DRG neurons are classified into one type of low-threshold mechanoreceptor and five types of mechanoheat nociceptors (MHNs). Each of the MHN types is further categorized into two subtypes. Large DRG neurons are categorized into four types, including neurexophilin 1-expressing MHNs and mechanical nociceptors (MNs) expressing BAI1-associated protein 2-like 1 (Baiap2l1). Mechanoreceptors expressing trafficking protein particle complex 3-like and Baiap2l1-marked MNs are subdivided into two subtypes each. These results provide a new system for cataloging somatosensory neurons and their transcriptome databases. RNA-seq of mRNA levels in 197 individual DRG neurons We performed RNA-seq on total 203 individual DRG neurons. Six of them were not qualified and thus, were excluded for further analysis. To evaluate the quality of RNA-seq, we randomly devided No.72 neurons into two parts and performed RNA-seq seperately. Thus, we had 204 individual samples from 203 individual DRG and 198 individual qualified samples from 197 individual DRG. To evaluate the homogeneity of RNA-seq data from different mice at the same age just as used, we performed RNA-seq on 5 single DRG from different mice. Here, these data from DRG were also considered as experimental control. The 'DRG_neurons_RNA_Seq.txt' contains processed data for 204 samples and 'DRG_RNA_Seq.txt' for 5 samples.
2015-12-10 | E-GEOD-63576 | biostudies-arrayexpress
Project description:Proprioception relies on two main classes of proprioceptive sensory neurons (pSNs). These neurons innervate two distinct peripheral receptors in muscle, muscle spindles (MSs) or Golgi tendon organs (GTOs), and synapse onto different sets of spinal targets, but the molecular basis of their distinct pSN subtype identity remains unknown. We used microarray analysis to compare gene expression profiles between MS- and GTO- innervating proprioceptors. We generated transgenic mice in which MS and GTO pSNs are labelled with different fluorescent proteins (see de Nooij et al., 2015 for details). We used Fluorescent Activated Cell Sorting (FACS) to isolate the MS and GTO pSN subsets from dissociated DRG from p7-10 transgenic mice. Neurons from multiple FACS experiments were pooled into three samples each for the MS and GTO pSN subset.
2015-01-14 | E-GEOD-64941 | biostudies-arrayexpress
Project description:We previously identified that the RNA binding protein Nucleolin is localized to axons of DRG sensory neurons by interaction with the molecular motor Kinesin-1 (Kif5A) and subsequently localizes importin beta1 mRNA there (Perry et al., 2016). To further identify additional RNAs that are localized to axons in a similar mechanism, we immunopercipitated Kif5A from dorsal roots (centrally projecting axons) or Sciatic nerves (peripherally projecting axons), isolated the bound RNA and sequnced it.
2021-07-23 | GSE142099 | GEO
Project description:Primary afferent pathophysiology is thought to be a key driver in painful conditions, with dorsal root ganglia (DRG) neurons being well described for their role in driving both acute and chronic pain. These neurons encompass a diverse collection of subtypes that are grouped by various factors, each intrinsically related. These include size, myelination, conduction velocity, projection patterns, end organs, and general function. More recently, these subpopulations have been well documented through single cell and single nuclear RNA-seq in mice and human. This diversity is lost during bulk RNA-seq, due to the consolidation of all subtypes together. In single cell datasets, pseudo-bulk samples can be generated for each cluster, but this relies on a well-defined clustering that can be lost after nerve injury. As such, changes at a subtype level remain unclear in painful states. Here, we address this gap through the deep transcriptional profiles of multiple murine DRG populations in acute and chronic pain states while considering sex differences. We have studied the molecular changes in five populations: Scn10a-expressing DRG, peptidergic and non-peptidergic nociceptors, as well as C-LTMRs and Ntrk2-expressing A-LTMRs. In a naive state, we find subtype specific sexual dimorphism in a small number of genes. This does not translate to a strong interaction of sex and injury, as the injury response seems to be consistent across sexes at the neuronal transcript level. We also see both stereotypes and unique subpopulation signatures in injured states after nerve injury at both an acute (3 day) and chronic (4 week) timepoint, with notable changes in C-LTMR and NP populations, as well as a distinct transcriptional program in AB-RA + Ad-LTMRs by 4 weeks compared to the other subtypes in the study. This data has been deposited in a searchable database to increase accessibility at https://livedataoxford.shinyapps.io/drg-directory/.
2022-10-29 | GSE216444 | GEO
Project description:We identified sensory nerves as more abundant in triple-negative human breast tumors. Human triple negative breast cancer (TNBC) cells (MDA-MB-231, SUM159) were co-cultured with mice primary sensory neurons from dorsal root ganglia (DRG). Breast can-cer cells were found to attach to neurons and have higher migration speed and prolifera-tion rate. Species-specific RNA sequencing highlighted cell migration and adhesion among the most upregulated pathways for cancer cells in coculture. We identified a novel mechanism where cancer’s PlexinB3 interacted with neuron’s Sema5A to regulate attachment and migration along nerve fibers. These findings demonstrate that sensory nerves induced a drastic shift in TNBC cells gene expression, and that dirupting the nerve-cancer is a viable strategy to impede metastasis
2021-07-22 | GSE180508 | GEO
Project description:Primary somatosensory neurons specialize in transmitting distinct types of sensory information through differences in cell size, myelination, and the expression of various receptors and ion channels, which together define their transcriptional and functional identity. By profiling sensory ganglia at single-cell resolution, we find that the different somatosensory neuronal subtypes undergo a similar transcriptional response to peripheral nerve injury that both promotes axonal regeneration and suppresses cell identity. This transcriptional reprogramming, which is not observed in non-neuronal cells from sensory ganglia, resolves over a similar time course as target reinnervation and is associated with the restoration of original cell identity. Injury-induced transcriptional reprogramming requires ATF3, a transcription factor which is induced rapidly after injury and necessary for axonal regeneration and functional recovery. Our findings suggest that the transcription factors induced early after peripheral sensory neuron injury promote their transcriptional and functional metamorphosis, analogous to their known roles in reprogramming cell fate.
2020-07-22 | GSE154659 | GEO