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In-silico mining, type and frequency analysis of genic microsatellites of finger millet (Eleusine coracana (L.) Gaertn.): a comparative genomic analysis of NBS–LRR regions of finger millet with rice

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Abstract

In recent years, the increased availability of the DNA sequences has given the possibility to develop and explore the expressed sequence tags (ESTs) derived SSR markers. In the present study, a total of 1956 ESTs of finger millet were used to find the microsatellite type, distribution, frequency and developed a total of 545 primer pairs from the ESTs of finger millet. Thirty-two EST sequences had more than two microsatellites and 1357 sequences did not have any SSR repeats. The most frequent type of repeats was trimeric motif, however the second place was occupied by dimeric motif followed by tetra-, hexa- and penta repeat motifs. The most common dimer repeat motif was GA and in case of trimeric SSRs, it was CGG. The EST sequences of NBS-LRR region of finger millet and rice showed higher synteny and were found on nearly same positions on the rice chromosome map. A total of eight, out of 15 EST based SSR primers were polymorphic among the selected resistant and susceptible finger millet genotypes. The primer FMBLEST5 could able to differentiate them into resistant and susceptible genotypes. The alleles specific to the resistant and susceptible genotypes were sequenced using the ABI 3130XL genetic analyzer and found similarity to NBS–LRR regions of rice and finger millet and contained the characteristic kinase-2 and kinase 3a motifs of plant R-genes belonged to NBS–LRR region. The In-silico and comparative analysis showed that the genes responsible for blast resistance can be identified, mapped and further introgressed through molecular breeding approaches for enhancing the blast resistance in finger millet.

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References

  1. Latha MA, Venkateswara Rao K, Dashavantha Reddy V (2005) Production of transgenic plants resistant to leaf blast disease in finger millet (Eleusine coracana (L.) Gaertn.). Plant Sci 169:657–667

    Article  CAS  Google Scholar 

  2. Chennaveeraiah MS, Hiremath SC (1991) Cytogenetics of minor millets. In: Tsuchiya T, Gupta PK (eds) Chromosome engineering in plants genetics breeding and evolution. Elsevier, Amsterdam, pp 613–627

    Google Scholar 

  3. Ceasar SA, Ignacimuthu S (2008) Efficient somatic embryogenesis and plant regeneration from shoot apex explants of different Indian genotypes of finger millet (Eleusine coracana (L.) Gaertn.). In Vitro Cell Dev Biol Plant 44:427–435

    Article  CAS  Google Scholar 

  4. Zane L, Bargelloni L, Patarnello T (2002) Strategies for microsatellite isolation: a review. Mol Ecol 11:1–16

    Article  CAS  PubMed  Google Scholar 

  5. Squirrell J, Hollingsworth PM, Woodhead M, Russell J, Lowe AJ, Gibby M, Powell W (2003) How much effort is required to isolate nuclear microsatellites from plants? Mol Ecol 12:1339–1348

    Article  CAS  PubMed  Google Scholar 

  6. Weising K, Nybom H, Wolff K, Kahl G (2005) Application of DNA fingerprinting in plant sciences. DNA Fingerprinting in plants-principles, methods, and applications. CRC Press, Boca Raton, pp 235–276

    Chapter  Google Scholar 

  7. Chen C, Zhou P, Choi YA, Huang S, Gmitter FG Jr (2006) Mining and characterizing microsatellites from citrus ESTs. Theor Appl Genet 112:1248–1257

    Article  CAS  PubMed  Google Scholar 

  8. Poncet V, Rondeau M, Tranchant C, Cayrel A, Hamon S, de Kochko A, Hamon P (2006) SSR mining in coffee tree EST databases: potential use of EST-SSRs as markers for the Coffea genus. Mol Gen Genomics 276:436–449

    Article  CAS  Google Scholar 

  9. Yu J-K, Dake TM, Singh S, Benscher D, Li W, Gill B, Sorrells ME (2004) Development and mapping of EST-derived simple sequence repeat markers for hexaploid wheat. Genome 47:805–818

    Article  CAS  PubMed  Google Scholar 

  10. Mishra RK, Gangadhar BH, Jae Woong Yu, Doo Hwan Kim, Se Won Park (2011) Development and characterization of EST based SSR markers in Madagascar periwinkle (Catharanthus roseus) and their transferability in other medicinal plants. Plant Omics J 4(3):154–162

    CAS  Google Scholar 

  11. Durand J, Catherine B, Emilie C, Frigerio JM et al (2010) A fast and cost effective approach to develop and map EST-SSR markers: oak as a case study. BMC Genom 11:570–583

    Article  Google Scholar 

  12. Senthilvel S, Jayashree B, Mahalakshmi V, Sathish Kumar P, Nakka S, Nepolean T, Hash CT (2008) Development and mapping of Simple Sequence Repeat markers for pearl millet from data mining of Expressed Sequence Tags. BMC Plant Biol 8:119

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  13. Carine AT, Wang BB, Majesta SO, Shweta D, Zhu HY, Bruce R, Nevin DY, Steven BC (2008) Identification and characterization of nucleotide-binding site-leucine-rich repeat genes in the model plant Medicago truncatula. Plant Physiol 146:5–21

    Google Scholar 

  14. Okuyama Y, Kanzaki H, Abe A, Yoshida K, Tamiru M, Saitoh H, Fujibe T, Matsumura H, Shenton M, Galam DC, Undan J, Ito A, Sone T, Terauchi R (2011) A multifaceted genomics approach allows the isolation of the rice Pia-blast resistance gene consisting of two adjacent NBS-LRR protein genes. Plant J 66:467–479

    Article  CAS  PubMed  Google Scholar 

  15. Meyers BC, Kozik A, Griego A, Kuang H, Michelmore RW (2003) Genome-wide analysis of NBS–LRR encoding genes in Arabidopsis. Plant Cell 15:809–834

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  16. Meyers BC, Dickerman AW, Michelmore RW, Sivaramakrishnan S, Sobral BW, Young ND (1999) Plant disease resistance genes encode members of an ancient and diverse protein family within the nucleotide-binding superfamily. Plant J 20:317–332

    Article  CAS  PubMed  Google Scholar 

  17. He L, Du C, Covaleda L, Xu Z, Robinson AF, Yu JZ, Kohel RJ, Zhang HB (2004) Cloning, characterization, and evolution of the NBSLRR—encoding resistance gene analogue family in polyploidy cotton (Gossypium hirsutum L.). Mol Plant Microbe Interact 17:1234–1241

    Article  CAS  PubMed  Google Scholar 

  18. Cannon SB, Shu H, Baumgarten AM, Spangler R, May G, Cook DR, Young ND (2002) Diversity, distribution, and ancient taxonomic relationships within the TIR and non-TIR NBS-LRR resistance gene subfamilies. J Mol Evol 54:548–562

    Article  CAS  PubMed  Google Scholar 

  19. Murray MG, Thompson WF (1980) Rapid isolation of high molecular weight plant DNA. Nucleic Acids Res 8:4321–4326

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  20. Maniatis T, Sambrook J, Fritsch EF (1989) Molecular cloning: a laboratory manual, 2nd edn. Cold Spring Harbor Laboratory, New York

    Google Scholar 

  21. Martins WS, Lucas DCS, Neves KFS, Bertioli DJ (2009) WebSat—A Web Software for microsatellite marker development. Bioinformation 3(6):282–283

    Article  PubMed Central  PubMed  Google Scholar 

  22. Hall TA (1999) BioEdit: a user-friendly biological sequence alignment editor and analysis program for Windows 95/98/NT. Nucl Acids Symp Ser 41:95–98

    CAS  Google Scholar 

  23. Reddy BLIN, Lakshmi NM, Sivaramakrishnan S (2012) Identification and characterization of EST–SSRs in finger millet (Eleusine coracana (L.) Gaertn.). J Crop Sci Biotech 15(1):9–16

    Article  Google Scholar 

  24. Victoria FC, da Maia Luciano C, de Oliveira Antonio C (2011) In silico comparative analysis of SSR markers in plants. BMC Plant Biol 11:15–30

    Article  PubMed Central  PubMed  Google Scholar 

  25. Zeng S, Xiao G, Guo J, Fei Z, Xu Y, Bruce A Roe, Wang Y (2010) Development of a EST dataset and characterization of EST-SSRs in a traditional Chinese medicinal plant, Epimedium sagittatum (Sieb. Et Zucc.) maxim. BMC Genom 11:94–105

    Article  Google Scholar 

  26. Jia XP, Shi YS, Song YC (2007) Development of EST–SSR in foxtail millet (Setaria italica) [J]. Genet Resour Crop Evol 54:233–236

    Article  Google Scholar 

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

    Article  CAS  PubMed  Google Scholar 

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

    CAS  PubMed  Google Scholar 

  29. Maia LC, Souza VQ, Kopp MM, Carvalho FIF, Oliveira AC (2009) Tandem repeat distribution of gene transcripts in three plant families. Genet Mol Biol 32:1–12

    Article  Google Scholar 

  30. Varshney RK, Thiel T, Stein N, Langridge P, Graner A (2002) In silico analysis on frequency and distribution of microsatel lites in ESTs of some cereal species. Cell Mol Biol Lett 7:537–546

    CAS  PubMed  Google Scholar 

  31. Asp T, Frei UK, Didion T, Nielsen KK, Lubberstedt T (2007) Frequency, type, and distribution of EST–SSRs from three genotypes of Lolium perenne, and their conservation across orthologous sequences of Festuca arundinacea, Brachypodium distachyon, and Oryza sativa. BMC Plant Biol 7:36–47

    Article  PubMed Central  PubMed  Google Scholar 

  32. Srinivasachary Dida MM, Gale MD, Devos KM (2007) Comparative analyses reveal high levels of conserved colinearity between the finger millet and rice genomes. Theor Appl Genet 115:489–499

    Article  CAS  PubMed  Google Scholar 

  33. Tamura K, Dudley J, Nei M, Kumar S (2007) MEGA4: molecular Evolutionary Genetics Analysis (MEGA) software version 4.0. Mol Biol Evol 24:1596–1599

    Article  CAS  PubMed  Google Scholar 

  34. Panwar P, Jha AK, Pandey PK, Gupta Arun K, Kumar Anil (2011) Functional markers based molecular characterization and cloning of resistance gene analogs encoding NBS-LRR disease resistance proteins in finger millet (Eleusine coracana). Mol Biol Rep 38:3427–3436

    Article  CAS  PubMed  Google Scholar 

  35. Reddy BL, Srinivas Reddy D, Lakshmi Narasu M, Sivaramakrishnan S (2011) Characterization of disease resistance gene homologues isolated from finger millet (Eleusine coracana L. Gaertn). Mol Breed 27(3):315–328

    Article  Google Scholar 

  36. Traut TW (1994) The function and consensus motifs of nine types of peptide segments that form different types of nucleotide binding sites. Eur J Biochem 222:9–19

    Article  CAS  PubMed  Google Scholar 

  37. Morel JB, Dangl JL (1997) The hypersensitive response and the induction of cell death in plants. Cell Death Differ 4:671–683

    Article  CAS  PubMed  Google Scholar 

  38. Pan Q, Wendel J, Fluhr R (2000) Divergent evolution of plant NBS–LRR resistance gene homologues in dicot and cereal genomes. J Mol Evol 50:203–213

    CAS  PubMed  Google Scholar 

  39. Jeong SC, Hayes AJ, Biyashev RM, Saghai Maroof MA (2001) Diversity and evolution of a non-TIR-NBS sequence family that clusters to a chromosomal ‘hotspot’ for disease resistance genes in soybean. Theor Appl Genet 103:406–414

    Article  CAS  Google Scholar 

  40. Penuela S, Danesh D, Young ND (2002) Targeted isolation, sequence analysis, and physical mapping of non-TIR NBSLRR genes in soybean. Theor Appl Genet 104:261–272

    Article  CAS  PubMed  Google Scholar 

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Correspondence to B. Kalyana Babu or Anil Kumar.

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Kalyana Babu, B., Pandey, D., Agrawal, P.K. et al. In-silico mining, type and frequency analysis of genic microsatellites of finger millet (Eleusine coracana (L.) Gaertn.): a comparative genomic analysis of NBS–LRR regions of finger millet with rice. Mol Biol Rep 41, 3081–3090 (2014). https://doi.org/10.1007/s11033-014-3168-8

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  • DOI: https://doi.org/10.1007/s11033-014-3168-8

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