ArticleGenome research2010
mRNA-seq with agnostic splice site discovery for nervous system transcriptomics tested in chronic pain.
Article in Genome research, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers.
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Who cites it
48 citing papers in PubMed.
- Lysosomal ion channels and pain.Pain reports · 2025Review
- Integrated analyses reveal evolutionarily conserved and specific injury response genes in dorsal root ganglion.Scientific data · 2022Article
- NBBt-test: a versatile method for differential analysis of multiple types of RNA-seq data.Scientific reports · 2022Article
- Combination of autophagy and NFE2L2/NRF2 activation as a treatment approach for neuropathic pain.Autophagy · 2021Article
- Global gene expression and chromatin accessibility of the peripheral nervous system in animal models of persistent pain.Journal of neuroinflammation · 2021Article
- Circadian regulation of chemotherapy-induced peripheral neuropathic pain and the underlying transcriptomic landscape.Scientific reports · 2020Article
- A myelin basic protein fragment induces sexually dimorphic transcriptome signatures of neuropathic pain in mice.The Journal of biological chemistry · 2020Article
- Revisiting PNS Plasticity: How Uninjured Sensory Afferents Promote Neuropathic Pain.Frontiers in cellular neuroscience · 2020Review
- Differential gene expression analysis tools exhibit substandard performance for long non-coding RNA-sequencing data.Genome biology · 2018Article
- Beyond the one-way ANOVA for 'omics data.BMC bioinformatics · 2018Article
- Nerve Injury-Induced Chronic Pain Is Associated with Persistent DNA Methylation Reprogramming in Dorsal Root Ganglion.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2018Article
- [Epigenetics : Important aspects for anesthesiologists, pain and intensive care physicians].Der Anaesthesist · 2018Review
- DREAMSeq: An Improved Method for Analyzing Differentially Expressed Genes in RNA-seq Data.Frontiers in genetics · 2018Article
- stageR: a general stage-wise method for controlling the gene-level false discovery rate in differential expression and differential transcript usage.Genome biology · 2017Article
- Interleukin-1β pre-treated bone marrow stromal cells alleviate neuropathic pain through CCL7-mediated inhibition of microglial activation in the spinal cord.Scientific reports · 2017Article
- FHF2 isoforms differentially regulate Nav1.6-mediated resurgent sodium currents in dorsal root ganglion neurons.Pflugers Archiv : European journal of physiology · 2017Article
- Phospholipase C δ4 regulates cold sensitivity in mice.The Journal of physiology · 2016Article
- Selective repression of gene expression in neuropathic pain by the neuron-restrictive silencing factor/repressor element-1 silencing transcription (NRSF/REST).Neuroscience letters · 2016Review
- Phosphoinositide signaling in somatosensory neurons.Advances in biological regulation · 2016Review
- LPEseq: Local-Pooled-Error Test for RNA Sequencing Experiments with a Small Number of Replicates.PloS one · 2016Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
mRNA-seq is a paradigm-shifting technology because of its superior sensitivity and dynamic range and its potential to capture transcriptomes in an agnostic fashion, i.e., independently of existing genome annotations. Implementation of the agnostic approach, however, has not yet been fully achieved. In particular, agnostic mapping of pre-mRNA splice sites has not been demonstrated. The present study pursued dual goals: (1) to advance mRNA-seq bioinformatics toward unbiased transcriptome capture and (2) to demonstrate its potential for discovery in neuroscience by applying the approach to an in vivo model of neurological disease. We have performed mRNA-seq on the L4 dorsal root ganglion (DRG) of rats with chronic neuropathic pain induced by spinal nerve ligation (SNL) of the neighboring (L5) spinal nerve. We found that 12.4% of known genes were induced and 7% were suppressed in the dysfunctional (but anatomically intact) L4 DRG 2 wk after SNL. These alterations persisted chronically (2 mo). Using a read cluster classifier with strong test characteristics (ROC area 97%), we discovered 10,464 novel exons. A new algorithm for agnostic mapping of pre-mRNA splice junctions (SJs) achieved a precision of 97%. Integration of information from all mRNA-seq read classes including SJs led to genome reannotations specifically relevant for the species used (rat), the anatomical site studied (DRG), and the neurological disease considered (pain); for example, a 64-exon coreceptor for the nociceptive transmitter substance P was identified, and 21.9% of newly discovered exons were shown to be dysregulated. Thus, mRNA-seq with agnostic analysis methods appears to provide a highly productive approach for in vivo transcriptomics in the nervous system.
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Registered trials
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