Home LiteratureArticle Details
PMID: 22798491 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Incorporating RNA-seq data into the zebrafish Ensembl genebuild.

Genome research ·Vol. 22 ·No. 10 ·2012-10-00 ·Pages 2067-78

Collins JE, White S, Searle SM, Stemple DL

Abstract

Ensembl gene annotation provides a comprehensive catalog of transcripts aligned to the reference sequence. It relies on publicly available species-specific and orthologous transcripts plus their inferred protein sequence. The accuracy of gene models is improved by increasing the species-specific component that can be cost-effectively achieved using RNA-seq. Two zebrafish gene annotations are presented in Ensembl version 62 built on the Zv9 reference sequence. Firstly, RNA-seq data from five tissues and seven developmental stages were assembled into 25,748 gene models. A 3'-end capture and sequencing protocol was developed to predict the 3' ends of transcripts, and 46.1% of the original models were subsequently refined. Secondly, a standard Ensembl genebuild, incorporating carefully filtered elements from the RNA-seq-only build, followed by a merge with the manually curated VEGA database, produced a comprehensive annotation of 26,152 genes represented by 51,569 transcripts. The RNA-seq-only and the Ensembl/VEGA genebuilds contribute contrasting elements to the final genebuild. The RNA-seq genebuild was used to adjust intron/exon boundaries of orthologous defined models, confirm their expression, and improve 3' untranslated regions. Importantly, the inferred protein alignments within the Ensembl genebuild conferred proof of model contiguity for the RNA-seq models. The zebrafish gene annotation has been enhanced by the incorporation of RNA-seq data and the pipeline will be used for other organisms. Organisms with little species-specific cDNA data will generally benefit the most.

MeSH Terms
3' Untranslated Regions Animals Computational Biology/methods DNA, Complementary Databases, Nucleic Acid Exons Genomics/methods Introns Male Models, Genetic Molecular Sequence Annotation RNA/chemistry,genetics Transcription, Genetic Zebrafish/genetics
Chemicals
3' Untranslated Regions DNA, Complementary RNA
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Collins John E
Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA, United Kingdom. [email protected]
White Simon
Searle Stephen M J
Stemple Derek L
References (31)
31 references, click to expand
  1. Sequencing of cDNA using anchored oligo dT primers.
    Nucleic Acids Res. 1993 Aug 11;21(16):3915-6 PMID: 8367318
  2. Conserved function of lincRNAs in vertebrate embryonic development despite rapid sequence evolution.
    Cell. 2011 Dec 23;147(7):1537-50 PMID: 22196729
  3. Comprehensive polyadenylation site maps in yeast and human reveal pervasive alternative polyadenylation.
    Cell. 2010 Dec 10;143(6):1018-29 PMID: 21145465
  4. Stem cell transcriptome profiling via massive-scale mRNA sequencing.
    Nat Methods. 2008 Jul;5(7):613-9 PMID: 18516046
  5. Ensembl 2011.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D800-6 PMID: 21045057
  6. Mapping and quantifying mammalian transcriptomes by RNA-Seq.
    Nat Methods. 2008 Jul;5(7):621-8 PMID: 18516045
  7. The vertebrate genome annotation (Vega) database.
    Nucleic Acids Res. 2008 Jan;36(Database issue):D753-60 PMID: 18003653
  8. The Sequence Alignment/Map format and SAMtools.
    Bioinformatics. 2009 Aug 15;25(16):2078-9 PMID: 19505943
  9. Optimization of de novo transcriptome assembly from next-generation sequencing data.
    Genome Res. 2010 Oct;20(10):1432-40 PMID: 20693479
  10. De novo assembly and analysis of RNA-seq data.
    Nat Methods. 2010 Nov;7(11):909-12 PMID: 20935650
  11. Genome sequencing and analysis of the Tasmanian devil and its transmissible cancer.
    Cell. 2012 Feb 17;148(4):780-91 PMID: 22341448
  12. The completion of the Mammalian Gene Collection (MGC).
    Genome Res. 2009 Dec;19(12):2324-33 PMID: 19767417
  13. Fast and accurate short read alignment with Burrows-Wheeler transform.
    Bioinformatics. 2009 Jul 15;25(14):1754-60 PMID: 19451168
  14. The landscape of C. elegans 3'UTRs.
    Science. 2010 Jul 23;329(5990):432-5 PMID: 20522740
  15. A global view of gene activity and alternative splicing by deep sequencing of the human transcriptome.
    Science. 2008 Aug 15;321(5891):956-60 PMID: 18599741
  16. Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation.
    Nat Biotechnol. 2010 May;28(5):511-5 PMID: 20436464
  17. NCBI Reference Sequences: current status, policy and new initiatives.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D32-6 PMID: 18927115
  18. Automated generation of heuristics for biological sequence comparison.
    BMC Bioinformatics. 2005 Feb 15;6:31 PMID: 15713233
  19. Systematic identification of long noncoding RNAs expressed during zebrafish embryogenesis.
    Genome Res. 2012 Mar;22(3):577-91 PMID: 22110045
  20. Dynamic repertoire of a eukaryotic transcriptome surveyed at single-nucleotide resolution.
    Nature. 2008 Jun 26;453(7199):1239-43 PMID: 18488015
  21. Alternative isoform regulation in human tissue transcriptomes.
    Nature. 2008 Nov 27;456(7221):470-6 PMID: 18978772
  22. The Ensembl automatic gene annotation system.
    Genome Res. 2004 May;14(5):942-50 PMID: 15123590
  23. Annotating genomes with massive-scale RNA sequencing.
    Genome Biol. 2008;9(12):R175 PMID: 19087247
  24. Velvet: algorithms for de novo short read assembly using de Bruijn graphs.
    Genome Res. 2008 May;18(5):821-9 PMID: 18349386
  25. The transcriptional landscape of the yeast genome defined by RNA sequencing.
    Science. 2008 Jun 6;320(5881):1344-9 PMID: 18451266
  26. RNA-Seq: a revolutionary tool for transcriptomics.
    Nat Rev Genet. 2009 Jan;10(1):57-63 PMID: 19015660
  27. The Universal Protein Resource (UniProt) in 2010.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D142-8 PMID: 19843607
  28. Noncanonical transcript forms in yeast and their regulation during environmental stress.
    RNA. 2010 Jun;16(6):1256-67 PMID: 20421314
  29. Ab initio reconstruction of cell type-specific transcriptomes in mouse reveals the conserved multi-exonic structure of lincRNAs.
    Nat Biotechnol. 2010 May;28(5):503-10 PMID: 20436462
  30. Accurate whole human genome sequencing using reversible terminator chemistry.
    Nature. 2008 Nov 6;456(7218):53-9 PMID: 18987734
  31. Ab initio construction of a eukaryotic transcriptome by massively parallel mRNA sequencing.
    Proc Natl Acad Sci U S A. 2009 Mar 3;106(9):3264-9 PMID: 19208812
Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1549-5469
Published
2012-10-00
Epub
2012-00-12
Pages
2067-78
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC3460200
Subset
IM
Grants
Wellcome Trust · 095908 · United Kingdom
Wellcome Trust · 098051 · United Kingdom
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]