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PMID: 20452967 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

mRNA-seq with agnostic splice site discovery for nervous system transcriptomics tested in chronic pain.

Genome research ·Vol. 20 ·No. 6 ·2010-06-00 ·Pages 847-60

Hammer P, Banck MS, Amberg R, Wang C, Petznick G, Luo S, Khrebtukova I, Schroth GP, Beyerlein P, Beutler AS

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.

MeSH Terms
Animals Chronic Disease Ganglia, Spinal/metabolism Gene Expression Profiling Pain/genetics RNA Splicing RNA, Messenger/genetics Rats
Chemicals
RNA, Messenger
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Hammer Paul
University of Applied Sciences, Wildau 15745, Germany.
Banck Michaela S
Amberg Ronny
Wang Cheng
Petznick Gabriele
Luo Shujun
Khrebtukova Irina
Schroth Gary P
Beyerlein Peter
Beutler Andreas S
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Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1549-5469
Published
2010-06-00
Epub
2010-00-07
Pages
847-60
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC2877581
Subset
IM
Grants
NINDS NIH HHS · R01 NS063022 · United States
NINDS NIH HHS · R21 NS062271 · United States
NINDS NIH HHS · R21NS062271 · United States
NINDS NIH HHS · R01NS063022 · United States
Databases
GEO
Analysis Services
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