Skip to main content
Log in

Development of EST-SSR markers and their utility in revealing cryptic diversity in safflower (Carthamus tinctorius L.)

  • ORIGINAL ARTICLE
  • Published:
Journal of Plant Biochemistry and Biotechnology Aims and scope Submit manuscript

Abstract

With the aim of developing additional genomic resources in safflower, a set of 41,011 ESTs of safflower were mined for the presence of SSRs. 18,773 SSR containing ESTs (SSR-ESTs) were identified and were analyzed to remove redundant sequences leading to identification of 8,810 non-redundant SSR-ESTs (categorized into 6104 singletons and 2,706 contigs) having 13,085 non-redundant SSRs. The average number of non-redundant SSRs per EST was 0.32 and they predominantly consisted of dinucleotide (57.7 %), and trinucleotide (37.7 %) repeat motifs. 500 primer pairs were designed for the non-redundant EST-SSRs of which, 151 were tested. 60 markers which gave robust amplicons, were validated in a set of 19 Carthamus lines. A subset of EST-SSR markers, having average polymorphism information content (PIC) ≥0.4 could precisely elucidate the pedigree relatedness among these lines. Further, these markers exhibited high cross-species transferability to five other wild species of Carthamus. The markers reported here would be a valuable addition to existing safflower marker resources aiding in hastening its improvement.

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

Similar content being viewed by others

Abbreviations

DSC:

Dice Standard Coefficiient

ISSR:

Inter-simple Sequence Repeats

MAS:

Marker-assisted Selection

NTSYS:

Numerical Taxonomy System

PAGE:

Polyacrylamide gel electrophoresis

UPGMA:

Unweighted Pair-Group Method Arithmetic Average

References

  • Aggarwal RK, Hendre PS, Varshney RK, Bhat PR, Krishnakumar V, Singh L (2007) Identification, characterization and utilization of EST-derived genic microsatellite markers for genome analyses of coffee and related species. Theor Appl Genet 114:359–372

    Article  PubMed  CAS  Google Scholar 

  • Andersen JR, Lübberstedt T (2003) Functional markers in plants. Trends Plant Sci 8:554–560

    Article  PubMed  CAS  Google Scholar 

  • Anderson JA, Churchill GA, Autrique JE, Tanksley SD, Sorrells ME (1993) Optimizing parental selection for genetic linkage maps. Genome 36:181–186

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • Carapetian J, Estilai A (1997) Genetics of isozyme coding genes in safflower. In: Corleto A, Mundel HH (eds). Proceedings of the Fourth International Safflower Conference. Bari, Italy, pp 235–237

  • Cardle L, Ramsay L, Milbourne D, Macaulay M, Marshall D, Waugh R (2000) Computational and experimental characterization of physically clustered simple sequence repeats in plants. Genetics 156:847–854

    PubMed  CAS  Google Scholar 

  • Chabane K, Varshney RK, Graner A, Valkoun J (2007) Generation and exploitation of EST-derived SSR markers for assaying molecular diversity in durum wheat populations. Genet Resour Crop Evol 55:869–881

    Article  Google Scholar 

  • Chapman MA, Chang J, Weisman D, Kesseli RV, Burke JM (2007) Universal markers for comparative mapping and phylogenetic analysis in the Asteraceae (Compositae). Theor Appl Genet 115:747–755

    Article  PubMed  CAS  Google Scholar 

  • Chapman MA, Hwala J, Strever J, Matvienko M, Kozik A, Michelmore RW, Tang S, Knapp SJ, Burke JM (2009) Development, polymorphism, and cross-taxon utility of EST-SSR markers from safflower (Carthamus tinctorius L.). Theor Appl Genet 120:85–91

    Article  PubMed  CAS  Google Scholar 

  • 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  PubMed  CAS  Google Scholar 

  • Cho YG, Ishii T, Temnykh S, Chen X, Lipovich L, McCouch SR, Park WD, Ayres N, Cartinhour S (2000) Diversity of microsatellites derived from genomic libraries and GenBank sequences in rice (Oryza sativa L.). Theor Appl Genet 100:713–722

    Article  CAS  Google Scholar 

  • Cloutier S, Niu Z, Datla R, Duguid S (2009) Development and analysis of EST-SSRs for flax (Linum usitatissimum L.). Theor Appl Genet 119:53–63

    Article  PubMed  CAS  Google Scholar 

  • Cordeiro GM, Casu R, McIntyre CL, Manners JM, Henry RJ (2001) Microsatellite markers from sugarcane (Saccharum spp.) ESTs cross-transferable to Erianthus and sorghum. Plant Sci 160:1115–1123

    Article  PubMed  CAS  Google Scholar 

  • Doyle JJ, Doyle JN (1987) A rapid DNA isolation protocol for small quantity of fresh leaf tissue. Phytochem Bull 19:11–15

    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 

  • Eujayl I, Sledge MK, Wang L, May GD, Chekhovskiy K, Zwonitzer JC (2004) Medicago truncatula EST-SSRs reveal cross-species genetic markers for Medicago spp. Theor Appl Genet 108:414–422

    Article  PubMed  CAS  Google Scholar 

  • Feingold S, Lloyd J, Norero N, Bonierbale M, Lorenzen J (2005) Mapping and characterization of new EST-derived microsatellites for potato (Solanum tuberosum L.). Theor Appl Genet 111:456–466

    Article  PubMed  CAS  Google Scholar 

  • Fraser LG, Harvey CF, Crowhurst RN, De Silva HN (2004) EST-derived microsatellites from Actinidia species and their potential for mapping. Theor Appl Genet 108:1010–1016

    Article  PubMed  CAS  Google Scholar 

  • Fu YB, Peterson GW, Yu JK, Gao L, Jia J, Richards KW (2006) Impact of plant breeding on genetic diversity of the Canadian hard red spring wheat germplasm as revealed by EST-derived SSR markers. Theor Appl Genet 112:1239–1247

    Article  PubMed  CAS  Google Scholar 

  • Gao LF, Tang J, Li H, Jia J (2003) Analysis of microsatellites in major crops assessed by computational and experimental approaches. Mol Breed 12:245–261

    Article  CAS  Google Scholar 

  • Garcia-Moreno MJ, Velasco L, Perez-Vich B (2010) Transferability of non-genic microsatellite and gene-based sunflower markers to safflower. Euphytica 175:145–150

    Article  CAS  Google Scholar 

  • Gong L, Stift G, Kofler R, Pachner M, Lelley T (2008) Microsatellites for the genus Cucurbita and an SSR-based genetic linkage map of Cucurbita pepo L. Theor Appl Genet 117:37–48

    Article  PubMed  CAS  Google Scholar 

  • Gupta PK, Varshney RK (2000) The development and use of microsatellite markers for genetic analysis and plant breeding with emphasis on bread wheat. Euphytica 113:163–185

    Article  CAS  Google Scholar 

  • Han ZG, Guo WZ, Song XL, Zhang TZ (2004) Genetic mapping of EST-derived microsatellites from the diploid Gossypium arboreum in allotetraploid cotton. Mol Genet Genomics 272:308–327

    Article  PubMed  CAS  Google Scholar 

  • Han ZG, Wang CB, Song XL, Guo WZ, Guo JY et al (2006) Characteristics, development and mapping of Gossypium hirsutum derived EST-SSR in allotetraploid cotton. Theor Appl Genet 112:430–439

    Article  PubMed  CAS  Google Scholar 

  • Hisano H, Sato S, Isobe S, Sasamoto S, Wada T, Matsuno A, Fujishiro T, Yamada M, Nakayama S, Nakamura Y (2007) Characterization of the soybean genome using EST-derived microsatellite markers. DNA Res 14:271–281

    Article  PubMed  CAS  Google Scholar 

  • Johnson RC, Kisha TJ, Evans MA (2007) Characterizing safflower germplasm with AFLP molecular markers. Crop Sci 47:1728–1736

    Article  CAS  Google Scholar 

  • Jurka J, Pethiygoda C (1995) Simple repetitive DNA sequences from primates: compilation and analysis. J Mol Evol 40:120–126

    Article  PubMed  CAS  Google Scholar 

  • Kantety RV, Rota ML, 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  PubMed  CAS  Google Scholar 

  • Kashi Y, King DG (2006) Simple sequence repeats as advantageous mutators in evolution. Trends Genet 22:253–259

    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

    Article  PubMed  CAS  Google Scholar 

  • Kumpatla SP, Mukhopadhyay S (2005) Mining and survey of simple sequence repeats in expressed sequence tags of dicotyledonous species. Genome 48:985–998

    Article  PubMed  CAS  Google Scholar 

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

    Article  PubMed  Google Scholar 

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

    Google Scholar 

  • Liewlaksaneeyanawin C, Ritland CE, El-Kassaby YA, Ritland K (2004) Single-copy, species-transferable microsatellite markers developed from loblolly pine ESTs. Theor Appl Genet 109:361–369

    Article  PubMed  CAS  Google Scholar 

  • Mayerhofer R, Archibald C, Bowles V, Good AG (2010) Development of molecular markers and linkage maps for the Carthamus species C. tinctorius and C. oxyacanthus. Genome 53:266–276

    Article  PubMed  CAS  Google Scholar 

  • Mian MA, Saha MC, Hopkins AA, Wang ZY (2005) Use of tall fescue EST-SSR markers in phylogenetic analysis of cool-season forage grasses. Genome 48(4):637–47

    Article  PubMed  CAS  Google Scholar 

  • Naresh V, Yamini KN, Rajendrakumar P, Dinesh Kumar V (2009) EST-SSR marker based assay for the genetic purity assessment of safflower hybrids. Euphytica 170:347–353

    Article  CAS  Google Scholar 

  • Panaud O, Chen X, McCouch SR (1996) Development of microsatellite markers and characterization of simple sequence length polymorphism (SSLP) in rice (Oryza sativa L.). Mol Gen Genet 252:597–607

    PubMed  CAS  Google Scholar 

  • Park YH, Alabady MS, Ulloa M, Sickler B, Wilkins TA, Yu J, Stelly DM, Kohel RJ, el-Shihy OM, Cantrell RG (2005) Genetic mapping of new cotton Wber loci using EST-derived microsatellites in an interspecific recombinant inbred line cotton population. Mol Genet Genomics 274:428–441

    Article  PubMed  CAS  Google Scholar 

  • Pashley CH, Ellis JR, McCauley DE, Burke JM (2006) EST databases as a source for molecular markers: lessons from Helianthus. J Hered 97:381–388

    Article  PubMed  CAS  Google Scholar 

  • Pearson CE, Sinden RR (1998) Trinucleotide repeat DNA structures: dynamic mutations from dynamic DNA. Curr Opin Struct Biol 8:321–330

    Article  PubMed  CAS  Google Scholar 

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

    Article  PubMed  CAS  Google Scholar 

  • Pinto LR, Oliveira KM, Ulian EC, Garcia AA, de Souza AP (2004) Survey in the sugarcane expressed sequence tag database (SUCEST) for simple sequence repeats. Genome 47:795–804

    Article  PubMed  CAS  Google Scholar 

  • Poncet V, Rondeau M, Tranchant C, Cayrel A, Hamon S, Kochko A, Perla H (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 

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

    Google Scholar 

  • Ramu P, Kassahun B, Senthilvel S, Ashok Kumar C, Jayashree B, Folkertsma RT, Reddy LA, Kuruvinashetti MS, Haussmann BI, Hash CT (2009) Exploiting rice-sorghum synteny for targeted development of EST-SSRs to enrich the sorghum genetic linkage map. Theor Appl Genet 119:1193–204

    Article  PubMed  CAS  Google Scholar 

  • Roose-Amsaleg C, Cariou-Pham E, Vautrin D, Tavernier R, Solignac M (2006) Polymorphic microsatellite loci in Linum usitatissimum. Mol Ecol Notes 6:796–799

    Article  CAS  Google Scholar 

  • Rungis D, Berube Y, Zhang J, Ralph S, Ritland CE, Ellis BE, Douglas C, Bohlmann J, Ritland K (2004) Robust simple sequence repeat markers for spruce (Picea spp.) from expressed sequence tags. Theor Appl Genet 109:1283–1294

    Article  PubMed  CAS  Google Scholar 

  • Saha S, Karaca M, Jenkins JN, Zipf AE, Ramesh OU, Kantety RV (2003) Simple sequence repeats as useful resources to study transcribed genes of cotton. Euphytica 130:355–364

    Article  CAS  Google Scholar 

  • Saha MC, Mian MAR, Eujayl I, Zwonitzer JC, Wang LJ, May GD (2004) Tall fescue EST-SSR markers with transferability across several grass species. Theor Appl Genet 109:783–791

    Article  PubMed  Google Scholar 

  • Scott KD, Eggler P, Seaton G, Rossetto M, Ablett EM, Lee LS, Henry RJ (2000) Analysis of SSRs derived from grape ESTs. Theor Appl Genet 100:723–726

    Article  CAS  Google Scholar 

  • Sehgal D, Raina SN (2005) Genotyping safflower (Carthamus tinctorius) cultivars by DNA fingerprinting. Euphytica 146:67–76

    Article  CAS  Google Scholar 

  • 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  CAS  Google Scholar 

  • Simko I (2009) Development of EST-SSR markers for the study of population structure in lettuce (Lactuca sativa L.). J Hered 100:256–62

    Article  PubMed  CAS  Google Scholar 

  • Srinivas G, Satish K, Madhusudhana R, Seetharama N (2009) Exploration and mapping of microsatellite markers from subtracted drought stress ESTs in Sorghum bicolor (L.) Moench. Theor Appl Genet 118:703–717

    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 

  • Temnykh S, Park WD, Ayres N, Cartinhour S, Hauck N, Lipovich L, Cho YG, Ishii T, McCouch SR (2000) Mapping and genome organization of microsatellite sequences in rice (Oryza sativa L.). Theor Appl Genet 100:697–712

    Article  CAS  Google Scholar 

  • Temnykh S, DeClerck G, Lukashova A, Lipovich L, Cartinhour S, McCouch S (2001) Computational and experimental analysis of microsatellites in rice (Oryza sativa L.): frequency, length variation, transposon associations, and genetic marker potential. Genome Res 11:1441–1452

    Article  PubMed  CAS  Google Scholar 

  • Varshney RK, Graner A, Sorrells ME (2005) Genic microsatellite markers in plants: features and applications. Trends Biotechnol 23:48–55

    Article  PubMed  CAS  Google Scholar 

  • Varshney RK, Hoisington DA, Tyagi AK (2006) Advances in cereal genomics and applications in crop breeding. Trends Biotechnol 24:490–499

    Article  PubMed  CAS  Google Scholar 

  • Wiesner I, Wiesnerova D, Tejklova E (2001) Effect of anchor and core sequence in microsatellite primers on flax fingerprinting patterns. J Agric Sci 137:37–44

    Article  CAS  Google Scholar 

  • Woodhead M, Russell J, Squirrell J, Hollingsworth PM, Mackenzie K, Gibby M (2005) Comparative analysis of population genetic structure in Athyrium distentifolium (Pteridophyta) using AFLPs and SSRs from anonymous and transcribed gene regions. Mol Ecol 14:1681–1695

    Article  PubMed  CAS  Google Scholar 

  • Xinquan Y, Peng L, Zongfu H, Zhongfu N, Qixin S (2005) Genetic diversity revealed by genomic-SSR and EST-SSR markers among common wheat, spelt and compactum. Progress Nat Scien 15:1745–5391

    Google Scholar 

  • Xu Y, Ma R, Xie H, Liu J, Cao M (2004) Development of SSR markers for the phylogenetic analysis of almond trees from China and the Mediterranean region. Genome 47:1091–1104

    Article  PubMed  CAS  Google Scholar 

  • Yang YX, Wu W, Zheng YL, Chen L, Liu RJ, Huang CY (2007) Genetic diversity and relationships among safflower (Carthamus tinctorius L.) analyzed by inter-simple sequence repeats (ISSRs). Genet Resour Crop Evol 54:1043–1051

    Article  CAS  Google Scholar 

  • Yu JK, La Rota M, Kantety RV, Sorrells ME (2004) EST derived SSR markers for comparative mapping in wheat and rice. Mol Genet Genomics 271:742–751

    Article  PubMed  CAS  Google Scholar 

  • Yazdi-Samadi B, Maali Amiri R, Ghannadha MR, Abd-Mishani C (2001) Detection of DNA polymorphism in landrace populations of safflower in Iran using RAPD-PCR technique. In Bergman J, Mundel HH (eds) Proceedings of the Fifth International Safflower Conference. Williston, ND, Sidney MT, p. 163

  • Zhang L, Huang BB, Kai GY, Guo ML (2006a) Analysis of inter-specific variation of Chinese Carthamus tinctorius L. using AFLP markers. Yao Xue Xue Bao 41:91–96

    PubMed  Google Scholar 

  • Zhang LY, Ravel C, Bernard M, Balfourier F, Leroy P, Feuillet C, Sourdille P (2006b) Transferable bread wheat EST-SSRs can be useful for phylogenetic studies among the Triticeae species. Theor Appl Genet 113:407–418

    Article  PubMed  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Viswanathaswamy Dinesh Kumar.

Additional information

K. N Yamini and K. Ramesh have contributed equally for the work.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(DOC 804 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Yamini, K.N., Ramesh, K., Naresh, V. et al. Development of EST-SSR markers and their utility in revealing cryptic diversity in safflower (Carthamus tinctorius L.). J. Plant Biochem. Biotechnol. 22, 90–102 (2013). https://doi.org/10.1007/s13562-012-0115-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13562-012-0115-4

Keywords

Navigation