Development and analysis of EST-SSRs for flax (Linum usitatissimum L.)

A set of 146,611 expressed sequence tags (ESTs) were generated from 10 flax cDNA libraries. After assembly, a total of 11,166 contigs and 11,896 singletons were mined for the presence of putative simple sequence repeats (SSRs) and yielded 806 (3.5%) non-redundant sequences which contained 851 putative SSRs. This is equivalent to one EST-SSR per 16.5 kb of sequence. Trinucleotide motifs were the most abundant (76.9%), followed by dinucleotides (13.9%). Tetra-, penta- and hexanucleotide motifs represented <10% of the SSRs identified. A total of 83 SSR motifs were identified. Motif (TTC/GAA)n was the most abundant (10.2%) followed by (CTT/AAG)n (8.7%), (TCT/AGA)n (8.6%), (CT/AG)n (6.7%) and (TC/GA)n (5.3%). A total of 662 primer pairs were designed, of which 610 primer pairs yielded amplicons in a set of 23 flax accessions. Polymorphism between the accessions was found for 248 primer pairs which detected a total of 275 EST-SSR loci. Two to seven alleles were detected per marker. The polymorphism information content value for these markers ranged from 0.08 to 0.82 and averaged 0.35. The 635 alleles detected by the 275 polymorphic EST-SSRs were used to study the genetic relationship of 23 flax accessions. Four major clusters and two singletons were observed. Sub-clusters within the main clusters correlated with the pedigree relationships amongst accessions. The EST-SSRs developed herein represent the first large-scale development of SSR markers in flax. They have potential to be used for the development of genetic and physical maps, quantitative trait loci mapping, genetic diversity studies, association mapping and fingerprinting cultivars for example.

[1]  P. D. Brown,et al.  Molecular detection of QTLs for agronomic and quality traits in a doubled haploid population derived from two Canadian wheats (Triticum aestivum L.) , 2006, Theoretical and Applied Genetics.

[2]  Yong-Bi Fu,et al.  RAPD Analysis of 54 North American Flax Cultivars , 2003 .

[3]  H. Krishnan Characterization of a soybean , 2001, Plant Science.

[4]  Zhiguo Han,et al.  Genetic mapping of EST-derived microsatellites from the diploid Gossypium arboreum in allotetraploid cotton , 2004, Molecular Genetics and Genomics.

[5]  K. Hammer,et al.  Variation of cultivated flax (Linum usitatissimum L. subsp.usitatissimum) and its wild progenitor pale flax (subsp.angustifolium (Huds.) Thell.) , 1995, Genetic Resources and Crop Evolution.

[6]  Tianzhen Zhang,et al.  Characteristics, development and mapping of Gossypium hirsutum derived EST-SSRs in allotetraploid cotton , 2006, Theoretical and Applied Genetics.

[7]  Ju-Kyung Yu,et al.  Nonrandom distribution and frequencies of genomic and EST-derived microsatellite markers in rice, wheat, and barley , 2005, BMC Genomics.

[8]  J. P. Raney,et al.  Seed colour, seed weight and seed oil content in Linum usitatissimum accessions held by Plant Gene Resources of Canada , 2006 .

[9]  G. Rowland,et al.  RAPD analysis of genetic variability of regenerated seeds in the Canadian flax cultivar CDC Normandy , 2003 .

[10]  D. Marshall,et al.  Computational and experimental characterization of physically clustered simple sequence repeats in plants. , 2000, Genetics.

[11]  M. Gorman,et al.  Genetic and Linkage Analysis of Isozyme Polymorphisms in Flax , 1993 .

[12]  M. Labuschagne,et al.  Analysis of genetic diversity in linseed using AFLP markers , 2005 .

[13]  S. McEachern,et al.  2090 low linolenic acid flax , 2004 .

[14]  J. Jeung,et al.  Genographer: a graphical tool for automated fluorescent AFLP and microsatellite analysis. , 1999 .

[15]  P. Langridge,et al.  Genetic mapping and BAC assignment of EST-derived SSR markers shows non-uniform distribution of genes in the barley genome , 2006, Theoretical and Applied Genetics.

[16]  M. Morgante,et al.  Microsatellites are preferentially associated with nonrepetitive DNA in plant genomes , 2002, Nature Genetics.

[17]  Stegniĭ Vn,et al.  RAPD analysis of the flax (Linum usitatissimum L.) varieties and hybrids of various productivity , 2000 .

[18]  K. McBreen,et al.  The use of molecular techniques to resolve relationships among traditional weaving cultivars of Phormium , 2003 .

[19]  G. Gerlach,et al.  Characterization of EST derived SSRs from the bay scallop, Argopecten irradians , 2005 .

[20]  C. Feuillet,et al.  Transferable bread wheat EST-SSRs can be useful for phylogenetic studies among the Triticeae species , 2006, Theoretical and Applied Genetics.

[21]  L. Lipovich,et al.  Computational and experimental analysis of microsatellites in rice (Oryza sativa L.): frequency, length variation, transposon associations, and genetic marker potential. , 2001, Genome research.

[22]  J. Starobin,et al.  Isozyme relative mobility (Rm) changes related to leaf position; apparently smoothRm trends and some implications , 2004, Biochemical Genetics.

[23]  R. Kofler,et al.  Microsatellites for the genus Cucurbita and an SSR-based genetic linkage map of Cucurbita pepo L. , 2008, Theoretical and Applied Genetics.

[24]  G. Rowland,et al.  CDC Bethune flax , 2002 .

[25]  M. Bonierbale,et al.  Mapping and characterization of new EST-derived microsatellites for potato (Solanum tuberosum L.) , 2005, Theoretical and Applied Genetics.

[26]  S Rozen,et al.  Primer3 on the WWW for general users and for biologist programmers. , 2000, Methods in molecular biology.

[27]  A. Green,et al.  Linola™ '947' low linolenic acid flax , 1995 .

[28]  M. Saha,et al.  Use of tall fescue EST-SSR markers in phylogenetic analysis of cool-season forage grasses. , 2005, Genome.

[29]  L. Singh,et al.  Identification, characterization and utilization of EST-derived genic microsatellite markers for genome analyses of coffee and related species , 2006, Theoretical and Applied Genetics.

[30]  G. May,et al.  Tall fescue genomic SSR markers: development and transferability across multiple grass species , 2006, Theoretical and Applied Genetics.

[31]  Young A. Choi,et al.  Mining and characterizing microsatellites from citrus ESTs , 2006, Theoretical and Applied Genetics.

[32]  E. Tejklová,et al.  Effect of anchor and core sequence in microsatellite primers on flax fingerprinting patterns , 2001, The Journal of Agricultural Science.

[33]  C. Cullis,et al.  RFLP and RAPD mapping in flax (Linum usitatissimum) , 2000, Theoretical and Applied Genetics.

[34]  R. J. Henry,et al.  Analysis of SSRs derived from grape ESTs , 2000, Theoretical and Applied Genetics.

[35]  J. Peng,et al.  Characterization of EST-derived microsatellites in the wheat genome and development of eSSR markers , 2005, Functional & Integrative Genomics.

[36]  Carl J. Douglas,et al.  Robust simple sequence repeat markers for spruce (Picea spp.) from expressed sequence tags , 2004, Theoretical and Applied Genetics.

[37]  R. Henry,et al.  Microsatellite markers from sugarcane (Saccharum spp.) ESTs cross transferable to erianthus and sorghum. , 2001, Plant science : an international journal of experimental plant biology.

[38]  M. Labuschagne,et al.  The Use of Morphological and AFLP Markers in Diversity Analysis of Linseed , 2006, Biodiversity & Conservation.

[39]  E. Kenaschuk,et al.  AC McDuff flax. , 1994 .

[40]  G. Churchill,et al.  Optimizing parental selection for genetic linkage maps. , 1993, Genome.

[41]  B. Gill,et al.  Development and mapping of EST-derived simple sequence repeat markers for hexaploid wheat. , 2004, Genome.

[42]  A. Diederichsen Ex situ collections of cultivated flax (Linum usitatissimum L.) and other species of the genus Linum L. , 2007, Genetic Resources and Crop Evolution.

[43]  Michele Morgante,et al.  The comparison of RFLP, RAPD, AFLP and SSR (microsatellite) markers for germplasm analysis , 1996, Molecular Breeding.

[44]  R. Ma,et al.  Development of SSR markers for the phylogenetic analysis of almond trees from China and the Mediterranean region. , 2004, Genome.

[45]  A. Diederichsen,et al.  RAPD analysis of genetic relationships of seven flax species in the genus Linum L , 2002, Genetic Resources and Crop Evolution.

[46]  Andreas Graner,et al.  Genic microsatellite markers in plants: features and applications. , 2005, Trends in biotechnology.

[47]  X. Huang,et al.  CAP3: A DNA sequence assembly program. , 1999, Genome research.

[48]  I. Leitch,et al.  Nuclear DNA amounts in angiosperms: progress, problems and prospects. , 2005, Annals of botany.

[49]  W. Spielmeyer,et al.  Identification of quantitative trait loci contributing to Fusarium wilt resistance on an AFLP linkage map of flax (Linum usitatissimum) , 1998, Theoretical and Applied Genetics.

[50]  Thomas Thiel,et al.  In silico analysis on frequency and distribution of microsatellites in ESTs of some cereal species. , 2002, Cellular & molecular biology letters.

[51]  M. Griga,et al.  Identification of Flax and Linseed Cultivars by Isozyme Markers , 2002, Biologia Plantarum.

[52]  John Z. Yu,et al.  Genetic mapping of new cotton fiber loci using EST-derived microsatellites in an interspecific recombinant inbred line cotton population , 2005, Molecular Genetics and Genomics.

[53]  J. Philip Raney,et al.  Variation of mucilage in flax seed and its relationship with other seed characters , 2006 .

[54]  E. Kenaschuk,et al.  AC Emerson flax , 1996 .

[55]  L. Fraser,et al.  EST-derived microsatellites from Actinidia species and their potential for mapping , 2004, Theoretical and Applied Genetics.

[56]  R. Varshney,et al.  Exploiting EST databases for the development and characterization of gene-derived SSR-markers in barley (Hordeum vulgare L.) , 2003, Theoretical and Applied Genetics.

[57]  S. McEachern,et al.  Linola™ 2047 low linolenic flax , 2003 .

[58]  J. Jia,et al.  Impact of plant breeding on genetic diversity of the Canadian hard red spring wheat germplasm as revealed by EST-derived SSR markers , 2006, Theoretical and Applied Genetics.

[59]  A. Diederichsen Comparison of genetic diversity of flax (Linum usitatissimum L.) between Canadian cultivars and a world collection , 2001 .

[60]  W. Powell,et al.  Isolation of EST-derived microsatellite markers for genotyping the A and B genomes of wheat , 2002, Theoretical and Applied Genetics.

[61]  S. Tabata,et al.  Characterization of the Soybean Genome Using EST-derived Microsatellite Markers , 2008, DNA research : an international journal for rapid publication of reports on genes and genomes.

[62]  D. Zohary Monophyletic vs. polyphyletic origin of the crops on which agriculture was founded in the Near East , 1999, Genetic Resources and Crop Evolution.

[63]  J. Waes,et al.  Most similar variety grouping for distinctness evaluation of flax and linseed (Linum usitatissimum L.) varieties by means of AFLP and morphological data , 2001 .