Home LiteratureArticle Details
PMID: 23598527 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Analysis and design of RNA sequencing experiments for identifying RNA editing and other single-nucleotide variants.

RNA (New York, N.Y.) ·Vol. 19 ·No. 6 ·2013-06-00 ·Pages 725-32

Lee JH, Ang JK, Xiao X

Abstract

RNA-sequencing (RNA-Seq) technologies hold enormous promise for novel discoveries in genomics and transcriptomics. In the past year, a surge of reports has analyzed RNA-Seq data to gain a global view of the RNA editome. Opposing results have been presented, giving rise to extensive debate surrounding one of the first such studies in which a daunting list of all 12 types of RNA-DNA differences (RDDs) were identified. Although a consensus is forming that some of the initial "paradigm-shifting" results of this study may be questionable, recent reports on this topic differed in terms of the number and relative abundance of each type of RDD. Many outstanding issues exist, most importantly, the choice of bioinformatic approaches. Here we discuss the critical data analysis and experimental design issues of such studies to enable improved systematic investigation of the largely unexplored frontier of single-nucleotide variants in RNA.

Keywords
RNA editing RNA-Seq RNA–DNA difference mapping error read mapping
MeSH Terms
Alleles Base Sequence Databases, Nucleic Acid Gene Expression Profiling/methods Humans Molecular Sequence Annotation Polymorphism, Single Nucleotide RNA Editing RNA Splice Sites Reproducibility of Results Research Design Sensitivity and Specificity Sequence Alignment Sequence Analysis, RNA/methods
Chemicals
RNA Splice Sites
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Lee Jae-Hyung
Department of Integrative Biology and Physiology, Bioinformatics Interdepartmental Program, and the Molecular Biology Institute, University of California, Los Angeles, California 90095, USA.
Ang Jason K
Xiao Xinshu
References (38)
38 references, click to expand
  1. RNA editing of protein sequences: a rare event in human transcriptomes.
    RNA. 2012 Sep;18(9):1586-96 PMID: 22832026
  2. Large-scale mRNA sequencing determines global regulation of RNA editing during brain development.
    Genome Res. 2009 Jun;19(6):978-86 PMID: 19420382
  3. Identifying RNA editing sites using RNA sequencing data alone.
    Nat Methods. 2013 Feb;10(2):128-32 PMID: 23291724
  4. Comprehensive analysis of RNA-Seq data reveals extensive RNA editing in a human transcriptome.
    Nat Biotechnol. 2012 Feb 12;30(3):253-60 PMID: 22327324
  5. Accurate identification of A-to-I RNA editing in human by transcriptome sequencing.
    Genome Res. 2012 Jan;22(1):142-50 PMID: 21960545
  6. High-throughput illumina strand-specific RNA sequencing library preparation.
    Cold Spring Harb Protoc. 2011 Aug 01;2011(8):940-9 PMID: 21807852
  7. Identification and correction of systematic error in high-throughput sequence data.
    BMC Bioinformatics. 2011 Nov 21;12:451 PMID: 22099972
  8. RNA editing underlies temperature adaptation in K+ channels from polar octopuses.
    Science. 2012 Feb 17;335(6070):848-51 PMID: 22223739
  9. BLAT--the BLAST-like alignment tool.
    Genome Res. 2002 Apr;12(4):656-64 PMID: 11932250
  10. Is abundant A-to-I RNA editing primate-specific?
    Trends Genet. 2005 Feb;21(2):77-81 PMID: 15661352
  11. Very few RNA and DNA sequence differences in the human transcriptome.
    PLoS One. 2011;6(10):e25842 PMID: 22022455
  12. Comment on "Widespread RNA and DNA sequence differences in the human transcriptome".
    Science. 2012 Mar 16;335(6074):1302; author reply 1302 PMID: 22422962
  13. Transcriptome analysis by strand-specific sequencing of complementary DNA.
    Nucleic Acids Res. 2009 Oct;37(18):e123 PMID: 19620212
  14. Lack of evidence for existence of noncanonical RNA editing.
    Nat Biotechnol. 2013 Jan;31(1):19-20 PMID: 23302925
  15. Comprehensive comparative analysis of strand-specific RNA sequencing methods.
    Nat Methods. 2010 Sep;7(9):709-15 PMID: 20711195
  16. Canonical A-to-I and C-to-U RNA editing is enriched at 3'UTRs and microRNA target sites in multiple mouse tissues.
    PLoS One. 2012;7(3):e33720 PMID: 22448268
  17. Fast and accurate short read alignment with Burrows-Wheeler transform.
    Bioinformatics. 2009 Jul 15;25(14):1754-60 PMID: 19451168
  18. High levels of RNA-editing site conservation amongst 15 laboratory mouse strains.
    Genome Biol. 2012 Apr 23;13(4):26 PMID: 22524474
  19. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.
    Genome Biol. 2009;10(3):R25 PMID: 19261174
  20. Deregulation of the A-to-I RNA editing mechanism in psychiatric disorders.
    Hum Mol Genet. 2012 Jan 15;21(2):311-21 PMID: 21984433
  21. Comment on "Widespread RNA and DNA sequence differences in the human transcriptome".
    Science. 2012 Mar 16;335(6074):1302; author reply 1302 PMID: 22422964
  22. A-to-I RNA editing and cancer: from pathology to basic science.
    RNA Biol. 2008 Jul-Sep;5(3):135-9 PMID: 18758244
  23. Genome-wide identification of human RNA editing sites by parallel DNA capturing and sequencing.
    Science. 2009 May 29;324(5931):1210-3 PMID: 19478186
  24. Strand-specific deep sequencing of the transcriptome.
    Genome Res. 2010 Jul;20(7):989-99 PMID: 20519413
  25. Comment on "Widespread RNA and DNA sequence differences in the human transcriptome".
    Science. 2012 Mar 16;335(6074):1302; author reply 1302 PMID: 22422963
  26. Widespread RNA and DNA sequence differences in the human transcriptome.
    Science. 2011 Jul 1;333(6038):53-8 PMID: 21596952
  27. A-to-I RNA editing and human disease.
    RNA Biol. 2006 Jan-Mar;3(1):1-9 PMID: 17114938
  28. Accurate identification of human Alu and non-Alu RNA editing sites.
    Nat Methods. 2012 Jun;9(6):579-81 PMID: 22484847
  29. Limited RNA editing in exons of mouse liver and adipose.
    Genetics. 2013 Apr;193(4):1107-15 PMID: 23410828
  30. Computation for ChIP-seq and RNA-seq studies.
    Nat Methods. 2009 Nov;6(11 Suppl):S22-32 PMID: 19844228
  31. RNA editing in the human ENCODE RNA-seq data.
    Genome Res. 2012 Sep;22(9):1626-33 PMID: 22955975
  32. Developmental modulation of GABA(A) receptor function by RNA editing.
    J Neurosci. 2008 Jun 11;28(24):6196-201 PMID: 18550761
  33. Improving RNA-Seq expression estimates by correcting for fragment bias.
    Genome Biol. 2011;12(3):R22 PMID: 21410973
  34. Personal omics profiling reveals dynamic molecular and medical phenotypes.
    Cell. 2012 Mar 16;148(6):1293-307 PMID: 22424236
  35. RNA editing generates tissue-specific sodium channels with distinct gating properties.
    J Biol Chem. 2004 Jul 30;279(31):32554-61 PMID: 15136570
  36. mRNA expression, splicing and editing in the embryonic and adult mouse cerebral cortex.
    Nat Neurosci. 2013 Apr;16(4):499-506 PMID: 23416452
  37. Local and global factors affecting RNA sequencing analysis.
    Anal Biochem. 2011 Dec 15;419(2):317-22 PMID: 21889483
  38. Altered adenosine-to-inosine RNA editing in human cancer.
    Genome Res. 2007 Nov;17(11):1586-95 PMID: 17908822
Article Info
Journal
RNA (New York, N.Y.)
Abbr.
RNA
ISSN
1469-9001
Published
2013-06-00
Epub
2013-00-18
Pages
725-32
Language
English
Region
United States
NLM ID
9509184
PMCID
PMC3683905
Subset
IM
Grants
NHGRI NIH HHS · R01 HG006264 · United States
NHGRI NIH HHS · U01 HG007013 · United States
NHGRI NIH HHS · R01HG006264 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]