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Large-scale statistical analysis of secondary xylem ESTs in pine

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Abstract

A computational analysis of pine transcripts was conducted to contribute to the functional annotation of conifer sequences. A statistical analysis of expressed sequential tags(ESTs) belonging the 7732 contigs in the TIGR Pinus Gene Index (PGI1.0) identified 260 differentially represented gene sequences across six cDNA libraries from loblolly pine secondary xylem. Cluster analysis of this subset of contigs resulted in five groups representing genes preferentially represented in one of the xylem samples (compression wood, plannings, root xylem, latewood) and one group containing mostly genes simultaneously present in compression and side wood libraries. To complement the sequence annotation, 27 cDNA clones representing selected transcripts were completely sequenced. Several genes were identified that could represent putative markers for xylem from different organs, at different stages of development. Several sequences encoding regulatory proteins were over-represented in root xylem as opposed to the other xylem samples. Some of them belonged to known families of plant transcription factors, but two genes were previously uncharacterized in plants. One transcript was homologous to the gene encoding the Smad4 interacting factor, a key co-activator in TGFβ (transforming growth factor) signalling in animals. Thus, the digital analysis of pine ESTs highlighted a putative gene function of potentially broad interest but that has yet to be investigated in plants. More generally, this study showed that the application of numerical approaches to EST databases should be helpful in establishing priorities among genes to consider for targeted functional studies. Thus, we illustrated the potential of extracting information from conifer sequences already accessible through well-structured public databases.

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References

  • S.M. Ahern-Djamali A.R. Comer C. Bachmann A.S. Kastenmeier S.K. Reddy M.C. Beckerle U. Walter F.M. Hoffmann (1998) ArticleTitleMutations in Drosophila enabled and rescue by human vasodilator-stimulated phosphoprotein (VASP) indicate important functional roles for Ena/VASP homology domain 1 (EVH1) and EVH2 domains Mol. Biol. Cell 9 2157–2171

    Google Scholar 

  • I. Allona M. Quinn E. Shoop K. Swope S. St Cyr J. Carlis J. Riedl E. Retzel M. Campbell R. Sederoff R.W. Whetten (1998) ArticleTitleAnalysis of xylem formation in pine by cDNA sequencing Proc. Natl. Acad. Sci. USA 95 9693–9698

    Google Scholar 

  • S.F. Altschul T.L. Maden A.A. Schaffer J. Zhang Z. Zhang W. Miller D.J. Lipman (1997) ArticleTitleGapped BLAST and PSI-BLAST: a new generation of protein database search programs Nucleic Acids Res. 25 3389–3402 Occurrence Handle10.1093/nar/25.17.3389 Occurrence Handle1:CAS:528:DyaK2sXlvFyhu7w%3D Occurrence Handle9254694

    Article  CAS  PubMed  Google Scholar 

  • S. Audic J.M. Claverie (1997) ArticleTitleThe significance of digital gene expression profiles Genome Res. 7 986–995

    Google Scholar 

  • R.Y. Bai C. Koester T. Ouyang S.A. Hahn M. Hammerschmidt C. Peschel J. Duyster (2002) ArticleTitleSMIF, a Smad4-interacting protein that functions as a co-activator in TGFβ signalling Nature Cell Biol. 4 181–190

    Google Scholar 

  • L.J. Ball T. Jarchau H. Oschkinat U. Walter (2002) ArticleTitleEVH1 domains: structure, function and interactions FEBS Lett. 19 45–52

    Google Scholar 

  • F. Bedon S. Blais V. Roy H. Bérubé M.J. Morency J. Mackay (2004) Characterization, expression and phylogeny of xylem expressed R2R3-MYB genes of spruce and pine trees Plant & Animal Genomes XII Conference San Diego, CA

    Google Scholar 

  • S. Ben-Yaacov R. Le Borgne I. Abramson F. Schweisguth E.D. Schejter (2001) ArticleTitleWasp, the Drosophila Wiskott–Aldrich syndrome gene homologue, is required for cell fate decisions mediated by Notch signalling J. Cell Biol 152 1–13

    Google Scholar 

  • M. Bonke S. Thitamadee A.P. Mahonen M.T. Hauser Y. Helariutta (2003) ArticleTitleAPL regulates vascular tissue identity in Arabidopsis Nature 426 181–186

    Google Scholar 

  • S. Bortoluzzi F. d’Alessi C. Romualdi G.A. Danieli (2001) ArticleTitleDifferential expression of genes coding for ribosomal proteins in different human tissues Bioinformatics 17 1152–1157

    Google Scholar 

  • S. Bortoluzzi F. d’Alessi G.A. Danieli (2000) ArticleTitleA computational reconstruction of the adult human heart transcriptional profile J. Mol. Cell Cardiol 32 1931–1938

    Google Scholar 

  • S. Bortoluzzi G.A. Danieli (1999) ArticleTitleTowards an in silico analysis of transcription patterns Trends Genet 15 IssueID3 118–119

    Google Scholar 

  • E.D. Brenner D.W. Stevenson R.W. McCombie M.S. Katari S.A. Rudd K.F. Mayer P.M. Palenchar S.J. Runko R.W. Twigg G. Dai et al. (2003) ArticleTitleExpressed sequence tag analysis in Cycas, the most primitive living seed plant Genome Biol. 4 R78

    Google Scholar 

  • I. Callebaut (2002) ArticleTitleAn EVH1/WH1 domain as a key actor in TGFbeta signalling FEBS Lett 22 178–180

    Google Scholar 

  • S. Chang J. Pureyear J. Cairney (1993) ArticleTitleA simple and efficient method for isolating RNA from pine trees Plant Mol. Biol. Rep. 11 113–116

    Google Scholar 

  • J.M. Claverie (1999) ArticleTitleComputational methods for the identification of differential and coordinated gene expression Hum. Mol. Genet. 8 1821–1832

    Google Scholar 

  • C. Dubos C. Plomion (2003) ArticleTitleIdentification of water-deficit responsive genes in maritime pine (Pinus pinaster Ait.) roots Plant Mol. Biol. 51 249–262

    Google Scholar 

  • M.B. Eisen P.T. Spellman P.O. Brown D. Botstein (1998) ArticleTitleCluster analysis and display of genome-wide expression patterns Proc. Natl. Acad. Sci. USA 95 14863–14868

    Google Scholar 

  • R.M. Ewing A.B. Kahla O. Poirot F. Lopez S. Audic J.M. Claverie (1999) ArticleTitleLarge-scale statistical analyses of rice ESTs reveal correlated patterns of gene expression Genome Res. 9 950–959

    Google Scholar 

  • Felsenstein J. (1993). PHYLIP (Phylogeny Inference Package) version 3.6a2. Distributed by the author. Department of Genetics, University of Washington, Seattle.

  • R. Florin (1963) ArticleTitleThe distribution of conifer and taxad genera in time and space Acta Horti. Bergiani 20 121–312

    Google Scholar 

  • C. Geourjon G. Deleage (1994) ArticleTitleSOPM: a self-optimized method for protein secondary structure prediction Protein Eng. 7 157–164

    Google Scholar 

  • L.D. Greller F.L. Tobin (1999) ArticleTitleDetecting selective expression of genes and proteins Genome Res 9 282–296

    Google Scholar 

  • M. Hertzberg H. Aspeborg J. Schrader A. Andersson R. Erlandsson K. Blomqvist R. Bhalerao M. Uhlen T.T. Teeri J. Lundeberg et al. (2001) ArticleTitleA transcriptional roadmap to wood formation Proc. Natl. Acad. Sci. USA 98 14732–14737

    Google Scholar 

  • W.M. Karlowski A.M. Hirsch (2003) ArticleTitleThe over-expression of an alfalfa RING-H2 gene induces pleiotropic effects on plant growth and development Plant Mol. Biol. 52 121–133

    Google Scholar 

  • M. Kirst A.F. Johnson C. Baucom E. Ulrich K. Hubbard R. Staggs C. Paule E. Retzel R. Whetten R. Sederoff (2003) ArticleTitleApparent homology of expressed genes from wood-forming tissues of loblolly pine (Pinus taeda L.) with Arabidopsis thaliana Proc. Natl. Acad. Sci. USA 100 7383–7388

    Google Scholar 

  • Kosarev, P., Mayer, K.F. and Hardtke, C.S. 2002. Evaluation and classification of RING-finger domains encoded by the Arabidopsis genome. Genome Biol. 3, research0016.1-0016.12.

  • H.D. Kranz M. Denekamp R. Greco H. Jin A. Levya R.C. Meissner K. Petroni A. Urzainqui M. Bevan C. Martin et al. (1998) ArticleTitleTowards functional characterisation of the members of the R2R3-MYB gene family from Arabidopsis thaliana Plant J. 16 263–276

    Google Scholar 

  • J. Mata J. Bahler (2003) ArticleTitleCorrelations between gene expression and gene conservation in fission yeast Genome Res. 13 2686–2690

    Google Scholar 

  • G.J. McDougall (2000) ArticleTitleA comparison of proteins from the developing xylem of compression and non-compression wood of branches of Sitka spruce (Picea sitchensis) reveals a differentially expressed laccase J. Exp. Bot. 51 1395–1401

    Google Scholar 

  • Megy, K., Audic, S. and Claverie, J.M. 2002. Heart-specific genes revealed by expressed sequence tag (EST) sampling. Genome Biol. 16: 3(9).

  • E.J. Mellerowicz M. Baucher B. Sundberg W. Boerjan (2001) ArticleTitleUnravelling cell wall formation in the woody dicot stem Plant Mol. Biol. 47 239–274

    Google Scholar 

  • I.S. Mercy R.B. Meeley S.E. Nichols O.A. Olsen (2003) ArticleTitleZea mays ZmMybst1 cDNA, encodes a single Myb-repeat protein with the VASHAQKYF motif J. Exp. Bot. 54 1117–1119

    Google Scholar 

  • Y. Nagano H. Furuhashi T. Inaba Y. Sasaki (2001) ArticleTitleA novel class of plant-specific zinc-dependent DNA-binding protein that binds to A/T-rich DNA sequences Nucleic Acids Res. 29 4097–4105

    Google Scholar 

  • C. Notredame D.G. Higgins J. Heringa (2000) ArticleTitleT-Coffee: A novel method for fast and accurate multiple sequence alignment J. Mol. Biol. 302 205–217

    Google Scholar 

  • Y. Ogihara K. Mochida Y. Nemoto K. Murai Y. Yamazaki I.T. Shin Y. Kohara (2003) ArticleTitleCorrelated clustering and virtual display of gene expression patterns in the wheat life cycle by large-scale statistical analyses of expressed sequence tags Plant J. 33 1001–1011

    Google Scholar 

  • S.G. Olivier (1996) ArticleTitleFrom DNA sequence to biological function Nature 379 597–600

    Google Scholar 

  • A. Patzlaff S. McInnis A. Courtenay C. Surman L.J. Newman C. Smith M.W. Bevan S. Mansfield R.W. Whetten R.R. Sederoff M.M. Campbell (2003) ArticleTitleCharacterization of a pine MYB that regulates lignification Plant J. 36 743–754

    Google Scholar 

  • J. Quackenbush F. Liang I. Holt G. Pertea J. Upton (2000) ArticleTitleThe TIGR Gene Indices: reconstruction and representation of expressed gene sequences Nucleic Acids Res. 28 141–145

    Google Scholar 

  • C. Romualdi S. Bortoluzzi G.A. Danieli (2001) ArticleTitleDetecting differentially expressed genes in multiple tag sampling experiments: comparative evaluation of statistical tests Hum. Mol. Genet. 10 2133–2141

    Google Scholar 

  • C.M. Ronning S.S. Stegalkina R.A. Ascenzi O. Bougri A.L. Hart T.R. Utterbach S.E. Vanaken S.B. Riedmuller J.A. White J. Cho et al. (2003) ArticleTitleComparative analyses of potato expressed sequence tag libraries Plant Physiol. 131 419–429

    Google Scholar 

  • B. Rost C. Sander (1993) ArticleTitlePrediction of protein secondary structure at better than 70 accuracy J. Mol. Biol 232 584–599

    Google Scholar 

  • S. Rozen H.J. Skaletsky (2000) Primer3 on the WWW for general users and for biologist programmers S. Krawetz S. Misener (Eds) Bioinformatics Methods and Protocols: Methods in Molecular Biology. Humana Press Totowa, NJ 365–386

    Google Scholar 

  • L. Savard P. Li S.H. Strauss M.W. Chase M. Michaud J. Bousquet (1994) ArticleTitleChloroplast and nuclear gene sequences indicate late Pennsylvanian time for the last common ancestor of extant seed plants Proc. Natl. Acad. Sci. USA 91 5163–5167

    Google Scholar 

  • G. Stekel Y. Git F. Falciani (2000) ArticleTitleThe comparison of gene expression from multiple cDNA libraries Genome Res. 10 2055–2061

    Google Scholar 

  • F. Sterky S. Regan J. Karlsson M. Hertzberg A. Rohde A. Holmberg B. Amini R. Bhalerao M. Larsson R. Villarroel et al. (1998) ArticleTitleGene discovery in the wood-forming tissues of poplar: analysis of 5,692 expressed sequence tags Proc. Natl. Acad. Sci. USA 95 13330–13335

    Google Scholar 

  • L. Tamagnone A. Merida A. Parr S. Mackay F.A. Culianez-Macia K. Roberts C. Martin (1998) ArticleTitleThe AmMYB308 and AmMYB330 transcription factors from Antirrhinum regulate phenylpropanoid and lignin biosynthesis in transgenic tobacco Plant Cell. 10 135–154

    Google Scholar 

  • R. Whetten Y.H. Sun Y. Zhang R. Sederoff (2001) ArticleTitleFunctional genomics and cell wall biosynthesis in loblolly pine Plant Mol. Biol. 47 275–291

    Google Scholar 

  • X.M. Wu S.H. Lim W.C. Yang (2003) ArticleTitleCharacterization, expression and phylogenetic study of R2R3-MYB genes in orchid Plant Mol. Biol. 51 959–972

    Google Scholar 

  • Y. Zhang R.R. Sederoff I. Allona (2000) ArticleTitleDifferential expression of genes encoding cell wall proteins in vascular tissues from vertical and bent loblolly pine trees Tree Physiol. 20 457–466

    Google Scholar 

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Pavy, N., Laroche, J., Bousquet, J. et al. Large-scale statistical analysis of secondary xylem ESTs in pine. Plant Mol Biol 57, 203–224 (2005). https://doi.org/10.1007/s11103-004-6969-7

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