Skip to main content
Log in

Analysis of molecular variance and population structure in southern Indian finger millet genotypes using three different molecular markers

  • Research Article
  • Published:
Journal of Crop Science and Biotechnology Aims and scope Submit manuscript

Abstract

The genetic relationship among 42 genotypes of finger millet collected from different geographical regions of southern India was investigated using random amplified polymorphic DNA (RAPD), inter simple sequence repeats (ISSR), and simple sequence repeats (SSR) markers. Ten RAPD primers produced 111 polymorphic bands. Five ISSR primers produced a total of 61 bands. Of these, 23 bands were polymorphic. The RAPD and ISSR fingerprints revealed 71.3 and 37.4% polymorphic banding patterns, respectively. Thirty-six SSR primers yielded 83 scorable alleles in which 62 were found to be polymorphic. Out of 36 SSR primers used, 14 primers (46.6%) produced polymorphic bands. The SSR primer UGEP7 produced a maximum number of six alleles. Mean polymorphic information content (PIC) of RAPD, ISSR and SSR were 0.44, 0.28, and 0.14, respectively. Molecular variances among the population were 2, 11, and 1% for RAPD, ISSR, and SSR markers, respectively. SSR produced 99% molecular variance within individuals. RAPD and ISSR markers produced a low level of molecular variance within individuals. The STRUCTURE (model-based program) analysis revealed that the 42 finger millet genotypes could be divided into a maximum of four subpopulations. Based on the Bayesian statistics, each RAPD and SSR marker produced three subpopulations (K=3), while ISSR marker showed four subpopulations (K=4). This study revealed that RAPD and SSR markers could narrow down the analysis of population structure and it may form the basis for finger millet breeding and improvement programs in the future.

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.

Similar content being viewed by others

References

  • Arya, L, Verma M, Gupta V, Seetharam A. 2013. Use of genomic and genic SSR markers for assessing genetic diversity and population structure in Indian and African finger millet (Eleusine coracana (L.) Gaertn.) germplasm. Plant Syst. Evol. 299: 1395–1401

    Article  Google Scholar 

  • Babu BK, Agrawal P, Pandey D, Jaiswal J, Kumar A. 2014a. Association mapping of agro-morphological characters among the global collection of finger millet genotypes using genomic SSR markers. Mol. Biol. Rep. 41: 5287–5297

    Article  Google Scholar 

  • Babu BK, Dinesh P, Agrawal PK, Sood S, Chandrashekara C, Bhatt JC, Kumar A. 2014b. Comparative genomics and association mapping approaches for blast resistant genes in finger millet using SSRs. Plos One 9: e99182

    Article  PubMed  PubMed Central  Google Scholar 

  • Babu BK, Senthil N, Gomez SM, Biji K, Rajendraprasad N, Kumar SS, Babu RC. 2007. Assessment of genetic diversity among finger millet (Eleusine coracana (L.) Gaertn.) accessions using molecular markers. Genet. Resour. Crop. Ev. 54: 399–404

    Article  CAS  Google Scholar 

  • Bezaweletaw K. 2011. Genetic diversity of finger millet [Eleusine coracana (L.) Gaertn] landraces characterized by random amplified polymorphic DNA analysis. Innovat. Syst. Desi. Eng. 2: 207–218

    Google Scholar 

  • Bharathi A. 2011. Phenotypic and genotypic diversity of global finger millet (Eleusine coracana (L.) Gaertn.) composite collection. Tamil Nadu Agricultural University

    Google Scholar 

  • Das S, Mishra RC, Rout GR, Aparajita S. 2007. Genetic variability and relationships among thirty genotypes of finger millet (Eleusine coracana L. Gaertn.) using RAPD markers. Zeitschrift für Naturforschung C 62: 116–122

    Article  CAS  Google Scholar 

  • Das S, Misra R, Rout G, Pattanaik M, Aparajita S. 2009. Relationship of status of polymorphic RAPD bands with genotypic adaptation in early finger millet genotypes. Afr. Crop Sci. J. 17

    Google Scholar 

  • Dida MM, Wanyera N, Dunn MLH, Bennetzen JL, Devos KM. 2008. Population structure and diversity in finger millet (Eleusine coracana) germplasm. Trop. Plant. Biol. 1: 131–141

    Article  Google Scholar 

  • Fakrudin B, Shashidhar H, Kulkarni R, Hittalmani S. 2004. Genetic diversity assessment of finger millet, Eleusine coracana (Gaertn), germplasm through RAPD analysis. PGR Newslett. 138: 50–54

    Google Scholar 

  • Goron TL, Raizada MN. 2015. Genetic diversity and genomic resources available for the small millet crops to accelerate a New Green Revolution. Front. Plant. Sci. 6

    Google Scholar 

  • Gupta R, Verma K, Joshi D, Yadav D, Singh M. 2010. Assessment of genetic relatedness among three varieties of finger millet with variable seed coat color using RAPD and ISSR markers. Genet. Eng. Biotechnol. 2010: 1–9

    Google Scholar 

  • Gupta S, Garg R. 2014. Genetic diversity of finger millet (Eleusine coracana) genotypes for drought tolerance using RAPD markers. J. Hill Agricul. 5: 128–133

    Article  Google Scholar 

  • Hammer Ø, Harper D, Ryan P. 2001. PAST-PAlaeontological STatistics, ver. 1.89. Palaeontol. Electron. 4: 1–9

    Google Scholar 

  • Hilu KW. 1995. Evolution of finger millet: evidence from random amplified polymorphic DNA. Genome 38: 232–238

    Article  CAS  PubMed  Google Scholar 

  • Jaccard P. 1908. Nouvelles recherches sur la distribution florale vol 44. Bulletin De La Sociète Vaudense Des Sciences Naturelles

    Google Scholar 

  • Jolliffe I. 2002. Principal component analysis. Wiley Online Library

    Google Scholar 

  • Kumar A, Sharma N, Panwar P, Gupta AK. 2012. Use of SSR, RAPD markers and protein profiles based analysis to differentiate Eleusine coracana genotypes differing in their protein content. Mol. Biol. Rep. 39: 4949–4960

    Article  CAS  PubMed  Google Scholar 

  • Liu K, Muse SV. 2005. PowerMarker: an integrated analysis environment for genetic marker analysis. Bioinformatics 21: 2128–2129

    Article  CAS  PubMed  Google Scholar 

  • McGarigal K, Stafford S, Cushman S. 2000. Ordination: principal components analysis. In: Multivariate Statistics for Wildlife and Ecology Research. Springer, pp 19–80

    Chapter  Google Scholar 

  • Muza F, Lee D, Andrews D, Gupta S. 1995. Mitochondrial DNA variation in finger millet (Eleusine coracana L. Gaertn). Euphytica 81: 199–205

    Article  Google Scholar 

  • Nei M, Tajima F, Tateno Y. 1983. Accuracy of estimated phylogenetic trees from molecular data. J. Mol. Evol. 19: 153–170

    Article  CAS  PubMed  Google Scholar 

  • Nethra N, Gowda R, Rajendra Prasad S, Hittalmani S, Ramanjini Gowda P, Chennakeshava B. 2014. Utilization of ssrs to estimate the degree of genetic relationships in finger millet (Eleusine coracana L. Gaertn.) genotypes and subspecies. SABRAO J. Breed. Genet. 46

    Google Scholar 

  • Nirgude M, Babu BK, Shambhavi Y, Singh U, Upadhyaya H, Kumar A. 2014. Development and molecular characterization of genic molecular markers for grain protein and calcium content in finger millet (Eleusine coracana (L.) Gaertn.). Mol. Biol. Rep. 41: 1189–1200

    Article  CAS  PubMed  Google Scholar 

  • O’Neill R, Snowdon R, Köhler W. 2003. Population genetics: aspects of biodiversity. In: Progress in Botany. Springer, pp 115–137

    Chapter  Google Scholar 

  • Obidiegwu O, Parzies H, Obidiegwu J. 2014. Development and genotyping potentials of EST-SSRs in finger millet (E. coracana (L.) Gaertn.). Int. J. Genet. Genomics 2: 42–46

    Article  CAS  Google Scholar 

  • Panwar P, Jha AK, Pandey P, Gupta AK, Kumar A. 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 

  • Panwar P, Nath M, Yadav VK, Kumar A. 2010a. Comparative evaluation of genetic diversity using RAPD, SSR and cytochrome P450 gene based markers with respect to calcium content in finger millet (Eleusine coracana L. Gaertn.). J. Genet. 89: 121–133

    Article  CAS  PubMed  Google Scholar 

  • Panwar P, Saini R, Sharma N, Yadav D, Kumar A. 2010b. Efficiency of RAPD, SSR and cytochrome P450 gene based markers in accessing genetic variability amongst finger millet (Eleusine coracana) accessions. Mol. Biol. Rep. 37: 4075–4082

    Article  CAS  PubMed  Google Scholar 

  • Peakall R, Smouse PE. 2006. GENALEX 6: genetic analysis in Excel. Population genetic software for teaching and research. Mol. Ecol. Notes 6: 288–295

    Article  Google Scholar 

  • Prabhu R. 2013. Genetic Diversity Studies in Ragi [Eleusine coracana (L.) Gaertn.] With SSR and ISSR Mrkers. Mol. Plant Breed. 4

    Google Scholar 

  • Prasanth V, Chandra S. 1997. ALS-Binary. A program for converting allele size in microsatellite markers into 0-1 (binary) data

    Google Scholar 

  • Pritcharda JK, Wena X, Falushb D. 2009. Documentation for structure software: Version 2.3

    Google Scholar 

  • Ramakrishnan M, Ceasar S, Duraipandiyan V, Al-Dhabi N, Ignacimuthu S. 2016. Assessment of genetic diversity, population structure and relationships in Indian and non-Indian genotypes of finger millet (Eleusine coracana (L.) Gaertn) using genomic SSR markers. SpringerPlus, in press

    Google Scholar 

  • Ramakrishnan M, Ceasar SA, Duraipandiyan V, Al-Dhabi N, Ignacimuthu S. 2015. Using molecular markers to assess the genetic diversity and population structure of finger millet (Eleusine coracana (L.) Gaertn.) from various geographical regions. Genet. Resour. Crop. Ev. 63: 361–376

    Article  Google Scholar 

  • Reddy MP, Sarla N, Siddiq E. 2002. Inter simple sequence repeat (ISSR) polymorphism and its application in plant breeding. Euphytica 128: 9–17

    Article  Google Scholar 

  • Rohlf FJ. 1993. Relative warp analysis and an example of its application to mosquito. Contributions to morphometrics 8: 131

    Google Scholar 

  • Salimath SS, Oliveira ACd, Bennetzen JL, Godwin ID. 1995. Assessment of genome origins and genetic diversity in the genus Eleusine with DNA markers. Genome 38: 757–763

    Article  CAS  PubMed  Google Scholar 

  • Sokal RR. 1958. A statistical method for evaluating systematic relationships. Univ. Kans. Sci. Bull. 38: 1409–1438

    Google Scholar 

  • Subastri A, Ramamurthy C, Suyavaran A, Mareeswaran R, Mandal P, Rellegadla S, Thirunavukkarasu C. 2015. Nutrient profile of porridge made from Eleusine coracana (L.) grains: effect of germination and fermentation. J. Food Sci. Tech. 52: 6024–6030

    Article  CAS  Google Scholar 

  • Tsehaye Y, Berg T, Tsegaye B, Tanto T. 2006. Farmers’ management of finger millet (Eleusine coracana L.) diversity in Tigray, Ethiopia and implications for on-farm conservation. Biodivers. Conserv. 15: 4289–4308

    Article  Google Scholar 

  • Upadhyaya HD, Yadav D, Reddy K, Gowda C, Singh S. 2011. Development of pearl millet minicore collection for enhanced utilization of germplasm. Crop Sci. 51: 217–223

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Savarimuthu Ignacimuthu.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rajendran, H.A.D., Muthusamy, R., Stanislaus, A.C. et al. Analysis of molecular variance and population structure in southern Indian finger millet genotypes using three different molecular markers. J. Crop Sci. Biotechnol. 19, 275–283 (2016). https://doi.org/10.1007/s12892-016-0015-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12892-016-0015-6

Key words

Navigation