Skip to main content
Log in

Expressed sequence tag analysis and development of gene associated markers in a near-isogenic plant system of Eragrostis curvula

  • Published:
Plant Molecular Biology Aims and scope Submit manuscript

Abstract

Eragrostis curvula (Schrad.) Nees is a forage grass native to the semiarid regions of Southern Africa, which reproduces mainly by pseudogamous diplosporous apomixis. A collection of ESTs was generated from four cDNA libraries, three of them obtained from panicles of near-isogenic lines with different ploidy levels and reproductive modes, and one obtained from 12 days-old plant leaves. A total of 12,295 high-quality ESTs were clustered and assembled, rendering 8,864 unigenes, including 1,490 contigs and 7,394 singletons, with a genome coverage of 22%. A total of 7,029 (79.11%) unigenes were functionally categorized by BLASTX analysis against sequences deposited in public databases, but only 37.80% could be classified according to Gene Ontology. Sequence comparison against the cereals genes indexes (GI) revealed 50% significant hits. A total of 254 EST-SSRs were detected from 219 singletons and 35 from contigs. Di- and tri- motifs were similarly represented with percentages of 38.95 and 40.16%, respectively. In addition, 190 SNPs and Indels were detected in 18 contigs generated from 3 to 4 libraries. The ESTs and the molecular markers obtained in this study will provide valuable resources for a wide range of applications including gene identification, genetic mapping, cultivar identification, analysis of genetic diversity, phenotype mapping and marker assisted selection.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Abbreviations

EST:

Expressed sequence tags

2,4-D:

2,4 Dichlorophenoxyacetic acid

BAP:

6-Benzylamino purine

DMSO:

Dimethyl sulfoxide

IPTG:

Isopropyl-beta-D-thiogalactopyranoside

References

  • Adams MD, Kelley JM, Gocayne JD, Dubnick M, Polymeropoulos MH, Xiao H, Merril CR, Wu A, Olde B, Moreno RF, Kerlavage AR, McCombie WR, Venter JC (1991) Complementary DNA sequencing: expressed sequence tags and human genome project. Science 252:1651–1656

    Article  PubMed  CAS  Google Scholar 

  • Altschul SF, Boguski MS, Gish W, Wootton JC (1994) Issues in searching molecular sequence databases. Nat Genet 6:119–129

    Article  PubMed  CAS  Google Scholar 

  • Barker G, Batley J, O’Sullivan H, Edwards KJ, Edwards D (2003) Redundancy based detection of sequence polymorphisms in expressed sequence tag data using autoSNP. Bioinformatics 19:421–422

    Article  PubMed  CAS  Google Scholar 

  • Bennett MD, Smith JB (1976) Nuclear DNA amounts in angiosperms. Phil Trans, Royal Soc L, Series B 274:227–274

    Article  CAS  Google Scholar 

  • Bennetzen JL, Coleman C, Liu R, Ma J, Ramakrishna W (2004) Consistent over-estimation of gene number in complex plant genomes. Curr Opin Plant Biol 7:732–736

    Article  PubMed  CAS  Google Scholar 

  • Cardone S, Polci P, Selva JP, Mecchia M, Pessino S, Hermann P, Cambi V, Voigt P, Spangenberg G, Echenique V (2006) Novel genotypes of the subtropical grass Eragrostis curvula for the study of apomixis (diplospory). Euphytica 151:263–272

    Article  CAS  Google Scholar 

  • Conesa A, Götz S, García-Gómez JM, Perol J, Talón M, Robles M (2005) Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatic 2:3674–3676

    Article  Google Scholar 

  • Covas G, Cairnie A (1991) Introducción del pasto llorón en la Argentina. In: Fernandez O, Brevedad R, Gargajo (eds) El Pasto llorón su biología y manejo. CERZOS, Bahía Blanca, Argentina, pp 1–6

  • Echenique CV, Polci P, Mroginski L (1996) Plant regeneration in weeping lovegrass, (Eragrostis curvula) through inflorescence culture. Plant Cell Tissue Organ Cult 46:123–130

    Article  CAS  Google Scholar 

  • Eujayl I, Sorrells ME, Baum M, Wolters P, Powell W (2002) Isolation of EST-derived microsatellite markers for genotyping the A and B genomes of wheat. Theor Appl Genet 104:399–407

    Article  PubMed  CAS  Google Scholar 

  • Ewing B, Hillier LD, Wendl MC, Green P (1998) Base-calling of automated sequencer traces using Phred. I. Accuracy Assessment. Genome Res 8:175–185

    PubMed  CAS  Google Scholar 

  • Gao LF, Jing RL, Huo NX, Li Y, Li XP, Zhou RH, Chang XP, Tang JF,·Ma ZY, Jia UZ (2004) One hundred and one new microsatellite loci derived from ESTs (EST-SSRs) in bread wheat. Theor Appl Genet 108:1392–1400

    Article  PubMed  CAS  Google Scholar 

  • Garg K, Green P, Nickerson DA (1999) Identification of candidate coding region single nucleotide polymorphisms in 165 human genes using assembled expressed sequence tags. Genome Res 9:1087–1092

    Article  PubMed  CAS  Google Scholar 

  • Hatey F, Tosser-Klopp G, Clouscard-Martinato C, Mulsant P, Gasser F (1998) Expressed sequence tags for genes: a review. Genet Sel Evol 30:521–541

    Article  CAS  Google Scholar 

  • Huang X, Madan A (1999) CAP3: a DNA sequence assembly program. Genome Res 9:868–877

    Article  PubMed  CAS  Google Scholar 

  • Ingram AL, Doyle JJ (2003) The origin and evolution of Eragrostis tef (Poaceae) and related polyploids: evidence from unclear waxy and plastid rps 16. Am J Bot 90:116–122

    Article  CAS  Google Scholar 

  • Ji W, Li Y, Li J, Dai C-h, Wang X, Bai X, Cai H, Liang Yang L, Zhu Y-m (2006) Generation and analysis of expressed sequence tags from NaCl-treated Glycine soja. BMC Plant Biol 6:4

    Article  PubMed  Google Scholar 

  • Kantety RV, La Rota M, Matthews DE, Sorrells ME (2002) Data mining for simple sequences repeats in expressed sequence tags from barley, maize, rice, sorghum and wheat. Plant Mol Biol 48:501–510

    Article  PubMed  CAS  Google Scholar 

  • Katti MV, Ranjekar PK, Gupta VS (2001) Differential distribution of simple sequence repeats in eukaryotic genome sequences. Mol Biol Evol 18:1161–1167

    PubMed  CAS  Google Scholar 

  • La Rota M, Kantety RV, Yu J-K, Sorrells ME (2005) Nonrandom distribution and frequencies of genomic and ESTderived microsatellite markers in rice, wheat, and barley. BMC Genomics 6:23

    Article  PubMed  Google Scholar 

  • Lagercrantz U, Ellegren H, Anderson L (1993) The abundance of various polymorphic microsatellite motifs differs between plants and vertebrates. Nucleic Acids Res 21:1111–1115

    Article  PubMed  CAS  Google Scholar 

  • Lazo GR, Chao S, Hummel DD, Edwards H, Crossman CC, Lui N, Matthews DE, Carollo VL, Hane DL, You FM, Butler GE, Miller RE, Close TJ, Peng JH, Lapitan NLV, Gustafson JP, Qi LL, Echalier B, Gill BS, Dilbirligi M, Randhawa HS, Gill KS, Greene RA, Sorrells ME, Akhunov ED, Dvořák J, Linkiewicz AM, Dubcovsky J, Hossain KG, Kalavacharla V, Kianian, Mahmoud AA, Miftahudin, Ma XF, Conley EJ, Anderson JA, Pathan MS, Nguyen HT, McGuire PE, Qualset CO, Anderson OD (2004) Development of an Expressed Sequence Tag (EST) Resource for Wheat (Triticum aestivum L.): EST generation, unigene analysis, probe selection and bioinformatics for a 16,000-Locus Bin-Delineated Map. Genetics 168:585–593

  • Lewin B (1994) Genes V. Oxford University Press, New York

    Google Scholar 

  • Ma C-X, Casella G, Wu R (2002) Functional mapping of quantitative trait loci underlying the character process: a theoretical framework. Genetics 16:1751–1762

    Google Scholar 

  • Mecchia MA, Ochogavía A, Selva JP, Laspina N, Felitti S, Martelotto LG, Spangenberg G, Echenique V, Pessino SC (2007) Genome polymorphisms and gene differential expression in a ‘back-and-forth’ ploidy-altered series of weeping lovegrass (Eragrostis curvula). J Plant Physiol 164(8):1051–1061

    Article  PubMed  CAS  Google Scholar 

  • Morgante M, Olivieri AM (1993) PCR-amplified microsatellites as markers in plant genetics. Plant J 3:175–182

    Article  PubMed  CAS  Google Scholar 

  • Murashige T, Skoog F (1962) A revised medium for rapid growth and bioassay with tobacco tissue cultures. Physiol Plant 15:473–497

    Article  CAS  Google Scholar 

  • Nicot N, Chiquet V, Gandon B, Amilhat L, Legeai F, Leroy P, Bernard M, Sourdille P (2004) Study of simple sequence repeat (SSR) markers from wheat expressed sequence tags (ESTs). Theor Appl Genet 109(4):800–805

    Google Scholar 

  • Peng JH, Lapitan NLV (2005) Characterization of EST-derived microsatellites in the wheat genome and development of eSSR markers. Funct Integr Genomics 5:80–96

    Google Scholar 

  • Poverene MM, Curvetto NR (1991) Citogenética. In: Fernandez O, Brevedad R, Gargajo (eds) El Pasto llorón su biología y manejo. CERZOS, Bahía Blanca, Argentina, pp 19–38

  • Poverene MM, Gardey C, Curvetto NR (1986) Estudios citogenéticos en pasto llorón, Eragrostis curvula (Schrad.) Nees s. lat. II. Comportamiento meiótico. Rev Univ Nac Río cuarto 6:67–78

    Google Scholar 

  • Powell W, Machray GC, Provan J (1996) Polymorphism revealed by simple sequence repeats. Trends Plant Sci 1:215–222

    Google Scholar 

  • Ravel C, Praud S, Linossier AML, Balfourier MDF, Brunel PDD, Charmet G (2005) Identification of Glu-B1-1 as a candidate gene for the quantity of high-molecular-weight glutenin in bread wheat (Triticum aestivum L.) by means of an association study. Theor Appl Genet 112:738–743

    Article  PubMed  Google Scholar 

  • Robinson AJ, Christopher G, Love CG, Batley J, Barker G, Edwards D (2004) Simple sequence repeat marker loci discovery using SSR primer. Bioinformatics 20:1475–1476

    Article  PubMed  CAS  Google Scholar 

  • Rostoks N, Mudie S, Cardle L, Russell J, Ramsay L, Svensson ABJT, Wanamaker AI, Walia H, Hedley EM, Liu H, Close JM, Marshall DF, Waugh R (2005) Genome-wide SNP discovery and linkage analysis in barley based on genes responsive to abiotic stress. Mol Gen Genomics 274:515–527

    Article  CAS  Google Scholar 

  • Sawbridge T, Ong E-K, Binnion C, Emmerling M, Meath K, Nunan K, O’Neill M, O’Toole F, Simmonds J, Wearne K, Winkworth A, Spangenberg G (2003a) Generation and analysis of expressed sequence tags in white clover (Trifolium repens L.) Plant Sci 165:1077–1087

    Article  CAS  Google Scholar 

  • Sawbridge T, Ong E-K, Binnion C, Emmerling M, McInnes R, Meath K, Nguyen N, Nunan K, O’Neill M, O’Toole F, Rhodes C, Simmonds J, Tian P, Wearne K, Webster T, Winkwort A, Spangenberg G (2003b) Generation and analysis of expressed sequence tags in perennial ryegrass (Lolium perenne L.) Plant Sci 165:1089–1100

    Article  CAS  Google Scholar 

  • Tautz D (1989) Hypervariability of simple sequences as a general source for polymorphic DNA markers. Nucl Acids Res 17:6463–6471

    Article  PubMed  CAS  Google Scholar 

  • Thiel T, Michalek W, Varshney RK, Graner A (2003) Exploiting EST databases for the development and characterization of gene-derived SSR-markers in barley (Hordeum vulgare L.). Theor Appl Genet 106:411–422

    PubMed  CAS  Google Scholar 

  • Tóth G, Gáspári Z, Jurka J (2000) Microastellites in different eukaryotic genomes: survey and analysis. Genome Res 10:967–981

    Article  PubMed  Google Scholar 

  • Van der Hoevent R, Ronning C, Giovannoni J, Martin G, Tanksley S (2002) Deductions about the number, organization, and evolution of genes in the tomato genome based on analysis of a large expressed sequence tag collection and selective genomic sequencing. Plant Cell 14:1441–1456

    Article  PubMed  Google Scholar 

  • Voigt P, Rethman N, Poverene M (2004) Lovegrasses. In: American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, Warm-Season (C4) Grasses, Agronomy Monograph No.45. Chapter 32:1027–1056

  • Wang JP, Lindsay BG, Leebens-Mack J, Cui L, Wall K, Miller WC, dePamphilis CW (2004) EST clustering error evaluation and correction. Bioinformatics 20:2973–2984

    Article  PubMed  CAS  Google Scholar 

  • Wang J-PZ, Lindsay BG, Liying Cui L, Wall PK, Marion J, Zhang J, de Pamphilis CW (2005) Gene capture prediction and overlap estimation in EST sequencing from one or multiple libraries. BMC Bioinformatics 6:300

    Article  PubMed  Google Scholar 

  • Wartson L, Dallwitz WJ (1992) The grass genera of the world. CAB International, Wallingford

    Google Scholar 

  • Xu SS, Khan K, Klindworth DL, Faris JD, Nygar G (2004) Chromosomal location of genes for novel glutenin subunits and gliadins in wild emmer wheat Triticum turgidum L. var. dicoccoides). Theor Appl Genet 108:1221–1228

    Article  PubMed  CAS  Google Scholar 

  • Yeho H-H, Watson L (1986) Taxonomic patterns in protein amino acid profiles of grass leaves and caryopses. In: Soderstrom TR, Hilu KW, Campbell CS, Barkworth ME (eds) Grass system and evolution. Smithsonian Insitution Press, Washington, DC, pp 88–96

    Google Scholar 

  • Yu J-K, Sun Q, La Rota M, Edwards H, Tefera H, Sorrells ME (2006) Expressed sequence tag analysis in tef [Eragrostis tef (Zucc.) Trotter]. Genome 49:365–372

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

The project was supported by the Agencia Nacional de Promoción Científica y Tecnológica (ANPCyT), Grants PAV 137/4 and PICT 14625 and Secretaría de Ciencia y Tecnología (SECyT UNS) PGI 24/A133 (Argentina).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Viviana Echenique.

Additional information

Gerardo D. L. Cervigni and Norma Paniego contributed equally to this manuscript.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cervigni, G.D.L., Paniego, N., Díaz, M. et al. Expressed sequence tag analysis and development of gene associated markers in a near-isogenic plant system of Eragrostis curvula . Plant Mol Biol 67, 1–10 (2008). https://doi.org/10.1007/s11103-007-9282-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11103-007-9282-4

Keywords

Navigation