Home LiteratureArticle Details
PMID: 22327324 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Comprehensive analysis of RNA-Seq data reveals extensive RNA editing in a human transcriptome.

Nature biotechnology ·Vol. 30 ·No. 3 ·2012-02-12 ·Pages 253-60

Peng Z, Cheng Y, Tan BC, Kang L, Tian Z, Zhu Y, Zhang W, Liang Y, Hu X, Tan X, Guo J, Dong Z, Liang Y, Bao L, Wang J

Abstract

RNA editing is a post-transcriptional event that recodes hereditary information. Here we describe a comprehensive profile of the RNA editome of a male Han Chinese individual based on analysis of ∼767 million sequencing reads from poly(A)(+), poly(A)(-) and small RNA samples. We developed a computational pipeline that carefully controls for false positives while calling RNA editing events from genome and whole-transcriptome data of the same individual. We identified 22,688 RNA editing events in noncoding genes and introns, untranslated regions and coding sequences of protein-coding genes. Most changes (∼93%) converted A to I(G), consistent with known editing mechanisms based on adenosine deaminase acting on RNA (ADAR). We also found evidence of other types of nucleotide changes; however, these were validated at lower rates. We found 44 editing sites in microRNAs (miRNAs), suggesting a potential link between RNA editing and miRNA-mediated regulation. Our approach facilitates large-scale studies to profile and compare editomes across a wide range of samples.

MeSH Terms
Computational Biology Humans Lectins, C-Type/genetics,metabolism MicroRNAs/genetics,metabolism Poly A/genetics,metabolism Polymorphism, Single Nucleotide RNA/genetics,metabolism RNA Editing Receptors, Cell Surface/genetics,metabolism Sequence Analysis, RNA Transcriptome
Chemicals
CLEC2D protein, human Lectins, C-Type MicroRNAs Receptors, Cell Surface Poly A RNA
Authors & Affiliations
15 authors, click to expand affiliations / ORCID
Peng Zhiyu
BGI-Shenzhen, Shenzhen, China.
Cheng Yanbing
Tan Bertrand Chin-Ming
Kang Lin
Tian Zhijian
Zhu Yuankun
Zhang Wenwei
Liang Yu
Hu Xueda
Tan Xuemei
Guo Jing
Dong Zirui
Liang Yan
Bao Li
Wang Jun
References (49)
49 references, click to expand
  1. Functions and regulation of RNA editing by ADAR deaminases.
    Annu Rev Biochem. 2010;79:321-49 PMID: 20192758
  2. Adenosine-to-inosine RNA editing shapes transcriptome diversity in primates.
    Proc Natl Acad Sci U S A. 2010 Jul 6;107(27):12174-9 PMID: 20566853
  3. Widespread RNA editing of embedded alu elements in the human transcriptome.
    Genome Res. 2004 Sep;14(9):1719-25 PMID: 15342557
  4. Proteome diversification by adenosine to inosine RNA editing.
    RNA Biol. 2010 Mar-Apr;7(2):205-12 PMID: 20200492
  5. Widespread RNA and DNA sequence differences in the human transcriptome.
    Science. 2011 Jul 1;333(6038):53-8 PMID: 21596952
  6. A framework for variation discovery and genotyping using next-generation DNA sequencing data.
    Nat Genet. 2011 May;43(5):491-8 PMID: 21478889
  7. The long noncoding RNA, Jpx, is a molecular switch for X chromosome inactivation.
    Cell. 2010 Oct 29;143(3):390-403 PMID: 21029862
  8. RNA editing of the microRNA-151 precursor blocks cleavage by the Dicer-TRBP complex.
    EMBO Rep. 2007 Aug;8(8):763-9 PMID: 17599088
  9. The complete genome of an individual by massively parallel DNA sequencing.
    Nature. 2008 Apr 17;452(7189):872-6 PMID: 18421352
  10. A long nuclear-retained non-coding RNA regulates synaptogenesis by modulating gene expression.
    EMBO J. 2010 Sep 15;29(18):3082-93 PMID: 20729808
  11. Profiling the HeLa S3 transcriptome using randomly primed cDNA and massively parallel short-read sequencing.
    Biotechniques. 2008 Jul;45(1):81-94 PMID: 18611170
  12. Large-scale mRNA sequencing determines global regulation of RNA editing during brain development.
    Genome Res. 2009 Jun;19(6):978-86 PMID: 19420382
  13. Computational detection and functional analysis of human tissue-specific A-to-I RNA editing.
    PLoS One. 2011 Mar 23;6(3):e18129 PMID: 21448465
  14. Adenosine deamination in human transcripts generates novel microRNA binding sites.
    Hum Mol Genet. 2009 Dec 15;18(24):4801-7 PMID: 19776031
  15. Systematic identification of abundant A-to-I editing sites in the human transcriptome.
    Nat Biotechnol. 2004 Aug;22(8):1001-5 PMID: 15258596
  16. Effect of read-mapping biases on detecting allele-specific expression from RNA-sequencing data.
    Bioinformatics. 2009 Dec 15;25(24):3207-12 PMID: 19808877
  17. SOAP2: an improved ultrafast tool for short read alignment.
    Bioinformatics. 2009 Aug 1;25(15):1966-7 PMID: 19497933
  18. Widespread A-to-I RNA editing of Alu-containing mRNAs in the human transcriptome.
    PLoS Biol. 2004 Dec;2(12):e391 PMID: 15534692
  19. Molecular diversity through RNA editing: a balancing act.
    Trends Genet. 2010 May;26(5):221-30 PMID: 20395010
  20. Accurate identification of A-to-I RNA editing in human by transcriptome sequencing.
    Genome Res. 2012 Jan;22(1):142-50 PMID: 21960545
  21. Frequency and fate of microRNA editing in human brain.
    Nucleic Acids Res. 2008 Sep;36(16):5270-80 PMID: 18684997
  22. Sequence based identification of RNA editing sites.
    RNA Biol. 2010 Mar-Apr;7(2):248-52 PMID: 20215866
  23. A survey of RNA editing in human brain.
    Genome Res. 2004 Dec;14(12):2379-87 PMID: 15545495
  24. Genome-wide identification of human RNA editing sites by parallel DNA capturing and sequencing.
    Science. 2009 May 29;324(5931):1210-3 PMID: 19478186
  25. SOAPsplice: Genome-Wide ab initio Detection of Splice Junctions from RNA-Seq Data.
    Front Genet. 2011 Jul 07;2:46 PMID: 22303342
  26. Screening the human exome: a comparison of whole genome and whole transcriptome sequencing.
    Genome Biol. 2010;11(5):R57 PMID: 20598109
  27. Genome-wide evaluation and discovery of vertebrate A-to-I RNA editing sites.
    Biochem Biophys Res Commun. 2011 Sep 2;412(3):407-12 PMID: 21835166
  28. RNA editing in regulating gene expression in the brain.
    Biochim Biophys Acta. 2008 Aug;1779(8):459-70 PMID: 18086576
  29. The diploid genome sequence of an Asian individual.
    Nature. 2008 Nov 6;456(7218):60-5 PMID: 18987735
  30. RNA-Seq: a revolutionary tool for transcriptomics.
    Nat Rev Genet. 2009 Jan;10(1):57-63 PMID: 19015660
  31. A highly annotated whole-genome sequence of a Korean individual.
    Nature. 2009 Aug 20;460(7258):1011-5 PMID: 19587683
  32. Redirection of silencing targets by adenosine-to-inosine editing of miRNAs.
    Science. 2007 Feb 23;315(5815):1137-40 PMID: 17322061
  33. Accurate whole human genome sequencing using reversible terminator chemistry.
    Nature. 2008 Nov 6;456(7218):53-9 PMID: 18987734
  34. Applications of new sequencing technologies for transcriptome analysis.
    Annu Rev Genomics Hum Genet. 2009;10:135-51 PMID: 19715439
  35. Mapping and quantifying mammalian transcriptomes by RNA-Seq.
    Nat Methods. 2008 Jul;5(7):621-8 PMID: 18516045
  36. Mapping short DNA sequencing reads and calling variants using mapping quality scores.
    Genome Res. 2008 Nov;18(11):1851-8 PMID: 18714091
  37. SNP detection for massively parallel whole-genome resequencing.
    Genome Res. 2009 Jun;19(6):1124-32 PMID: 19420381
  38. Computation for ChIP-seq and RNA-seq studies.
    Nat Methods. 2009 Nov;6(11 Suppl):S22-32 PMID: 19844228
  39. CNVnator: an approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing.
    Genome Res. 2011 Jun;21(6):974-84 PMID: 21324876
  40. The nuclear-retained noncoding RNA MALAT1 regulates alternative splicing by modulating SR splicing factor phosphorylation.
    Mol Cell. 2010 Sep 24;39(6):925-38 PMID: 20797886
  41. Mammalian microRNAs: experimental evaluation of novel and previously annotated genes.
    Genes Dev. 2010 May 15;24(10):992-1009 PMID: 20413612
  42. DARNED: a DAtabase of RNa EDiting in humans.
    Bioinformatics. 2010 Jul 15;26(14):1772-6 PMID: 20547637
  43. Is abundant A-to-I RNA editing primate-specific?
    Trends Genet. 2005 Feb;21(2):77-81 PMID: 15661352
  44. Sequence-specific error profile of Illumina sequencers.
    Nucleic Acids Res. 2011 Jul;39(13):e90 PMID: 21576222
  45. Very few RNA and DNA sequence differences in the human transcriptome.
    PLoS One. 2011;6(10):e25842 PMID: 22022455
  46. Alu sequences in undifferentiated human embryonic stem cells display high levels of A-to-I RNA editing.
    PLoS One. 2010 Jun 21;5(6):e11173 PMID: 20574523
  47. Mouse let-7 miRNA populations exhibit RNA editing that is constrained in the 5'-seed/ cleavage/anchor regions and stabilize predicted mmu-let-7a:mRNA duplexes.
    Genome Res. 2008 Oct;18(10):1571-81 PMID: 18614752
  48. Mutational evolution in a lobular breast tumour profiled at single nucleotide resolution.
    Nature. 2009 Oct 8;461(7265):809-13 PMID: 19812674
  49. ADAR editing in double-stranded UTRs and other noncoding RNA sequences.
    Trends Biochem Sci. 2010 Jul;35(7):377-83 PMID: 20382028
Article Info
Journal
Nature biotechnology
Abbr.
Nat Biotechnol
ISSN
1546-1696
Published
2012-02-12
Epub
2012-00-12
Pages
253-60
Language
English
Region
United States
NLM ID
9604648
Subset
IM
Corrections
CommentIn
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]