Identification and characterization of simple sequence repeat markers from Brassica napus expressed sequences

The availability of expressed sequence data derived from gene discovery programs enables mining for simple sequence repeats (SSR), providing useful genetic markers for crop improvement. These markers are inexpensive, require minimal labour to produce and can frequently be associated with functionally annotated genes. This study presents the development and characterization of 24 expressed sequence tags (EST)‐SSR markers from Brassica napus and their cross‐amplification across Brassica species. The markers show reliable amplification, genome specificity and considerable polymorphism, demonstrating the utility of EST‐SSRs for genetic analysis of wild Brassica populations and commercial Brassica germplasm.     

Identification and characterization of simple sequence repeat (SSR) markers derived in silico from Brassica oleracea genome shotgun sequences

The availability of sequence data derived from shotgun sequencing programs enables mining for simple sequence repeats (SSRs), providing useful genetic markers for crop improvement. This study presents the development and characterization of 40 SSR markers from Brassica oleracea shotgun sequence and their cross‐amplification across Brassica species. The markers show reliable amplification, genome specificity and considerable polymorphism, demonstrating the utility of SSRs for genetic analysis of commercial Brassica germplasm.     

Development of 28 EST‐SSR markers based on transcriptome sequences of Gobiobotia filifer and cross‐species amplification

Gobiobotia filifer is a small benthic fish distributed in Yangtze River Basin. The abundance of G. filifer increased after impoundment of Xiluodu Dam and Xiangjiaba Dam. The state of population structure and changes of genetic diversity before and after impoundment of Xiluodu Dam and Xiangjiaba Dam were interesting issues. However, efficient molecular markers were rare, which will limit us to solve above problems. Twenty‐eight expressed sequence tag SSRs (EST‐SSRs) were successfully identified and verified as stable amplification and polymorphic loci by polyacrylamide gel electrophoresis (PAGE) and capillary electrophoresis. The number of alleles at these EST‐SSR loci ranged from 3 to 14, the polymorphism information content values were 0.125–0.897, and the observed and expected heterozygosities were 0.0–0.857 and 0.132–0.928, respectively. Cross‐species amplification of the 28 loci developed in this study was examined in seven individuals of each of the 7 taxa. The amplification efficiency of 28 EST‐SSRs primer pairs is related to the distance of genetic relationship between cross‐species with G. filifer, and same subfamily species (Xenophysogobio boulengeri and Xenophysogobio nudicorpa) showed the highest (50%) amplification efficiency. These EST‐SSR markers could be used to analyse genetic diversity and population structure of G. filifer and related species.     

Identification and characterization of simple sequence repeat (SSR) markers from Fragaria×ananassa expressed sequences

The availability of expressed sequence data derived from gene discovery programmes enables mining for simple sequence repeats (SSRs), providing useful genetic markers for crop improvement. These markers are inexpensive, require minimal labour to produce and can frequently be associated with functionally annotated genes. This study reports on the development and characterization of expressed sequence tag (EST)–SSR markers in the cultivated strawberry, Fragaria×ananassa. Fourteen primer pairs were assessed for polymorphism in 13 F.×ananassa genotypes. The markers show reliable amplification and considerable polymorphism, demonstrating the utility of EST–SSRs for genetic analysis of commercial strawberry germplasm.     

Screening of ESTs from Mytilus for the detection of SSR markers in Mytilus californianus

A set of expressed sequence tag‐simple sequence repeat (EST‐SSR) markers for the genus Mytilus was developed through bioinformatic mining of the GenBank public database. A total of 33 782 EST sequences from GenBank were downloaded and screened for di‐, tri‐ and tetranucleotide, with 1274 EST containing SSR markers. Nine microsatellite markers were characterized in Mytilus californianus with a number of alleles per locus ranging from two to six, and total observed and expected heterozygosities ranging from 0.490 to 0.730 and from 0.510 to 0.860 respectively. Cross‐species amplification was achieved in several other species, confirming the usefulness of these markers in Mytilus genetics.     

Development and characterization of EST‐SSR markers in an East Asian temperate plant genus Diabelia (Caprifoliaceae)

A set of expressed sequence tag (EST) simple sequence repeat (SSR) markers were developed and characterized using next‐generation sequencing technology for the genus Diabelia (Caprifoliaceae). De novo assembly of RNA‐seq reads resulted in 58 669 contigs with the N50 length of 1211 bp. A total of 2746 contigs were identified to harbor SSR motifs, of which 48 primer pairs were designed and 11 were shown to be polymorphic across three morphospecies of Diabelia. When evaluated with 30 individuals, the number of alleles per locus ranged from 2 to 11 and the expected heterozygosity varied from 0.399 to 0.873, respectively. Distance‐based clustering indicated that the EST‐SSR markers can provide sufficient power to distinguish the three species (or populations). These markers will be useful for evaluating the range‐wide genetic diversity of each species and examining genetic divergence and gene flow between the three species.     

Identification and characterization of expressed sequence tags‐derived simple sequence repeats markers from robusta coffee variety ‘CxR’ (an interspecific hybrid of Coffea canephora × Coffea congensis)

SSR (simple sequence repeats) markers derived from ESTs (expressed sequence tags), commonly called EST‐SSRs or genic SSRs provide useful genetic markers for crop improvement. These are easy and economical to develop as by‐products of large‐scale EST resources that have become available as part of the functional genomic studies in many plant species. Here, we describe for the first time, nine genic‐SSRs of coffee that are developed from the microsatellite containing ESTs from a cDNA library of moisture‐stressed leaves of coffee variety, ‘CxR’ (a commercial interspecific hybrid between Coffea congensis and Coffea canephora). The markers show considerable allelic diversity with PIC values up to 0.70 and 0.75 for Coffea arabica and Coffea canephora, respectively, and robust cross‐species amplification in 16 other related taxa of coffee. The validation studies thus demonstrate the potential utility of the EST‐SSRs for genetic analysis of coffee germplasm.     

Identification and cross-species amplification of EST derived SSR markers in different bamboo species

The availability of expressed sequence data derived from gene discovery programs became an alternative source of mining simple sequence repeat (SSR) and developing inexpensive genetic markers for the crop improvements. In present study, 10 express sequence tags (EST)-SSR markers were identified from Bambusa oldhamii public sequence data base. Transferability to 25 species of Bambusoideae ranged from 30% to 100%. The number of alleles detected per locus ranged from 2 to 10. All the newly identified SSR markers were found to be moderately to highly polymorphic with an average Polymorphic Information Content (PIC) value of 0.54. As these loci represents transcribed region and recorded high level of cross transferability and reliable amplification across the species, demonstrating the utility of these markers for functional and genetic analyses of bamboo species.     

Predicting polymorphic EST‐SSRs in silico

The public availability of large quantities of gene sequence data provides a valuable resource of the mining of Simple Sequence Repeat (SSR) molecular genetic markers for genetic analysis. These markers are inexpensive, require minimal labour to produce and can frequently be associated with functionally annotated genes. This study presents the characterization of barley EST‐SSRs and the identification of putative polymorphic SSRs from EST data. Polymorphic SSRs are distinguished from monomorphic SSRs by the representation of varying motif lengths within an alignment of sequence reads. Two measures of confidence are calculated, redundancy of a polymorphism and co‐segregation with accessions. The utility of this method is demonstrated through the discovery of 597 candidate polymorphic SSRs, from a total of 452 642 consensus expressed sequences. PCR amplification primers were designed for the identified SSRs. Ten primer pairs were validated for polymorphism in barley and for transferability across species. Analysis of the polymorphisms in relation to SSR motif, length, position and annotation is discussed.     

Development and characterization of EST‐SSR markers for the genus Rhododendron section Brachycalyx (Ericaceae)

Simple sequence repeat (SSR) markers were developed from expressed sequence tags (ESTs) for Rhododendron section Brachycalyx in order to elucidate its evolutionary processes and reproductive ecology. Nineteen polymorphic EST‐SSR markers were developed from EST libraries of R. amagianum and R. hyugaense. Polymorphisms for these markers were assessed using four species of section Brachycalyx. The number of alleles ranged from 1 to 14, and the observed and expected heterozygosity ranged from 0.000 to 0.931 and 0.000 to 0.904, respectively. The EST‐SSR markers developed in this study will be useful for elucidating population genetic structure and breeding systems in section Brachycalyx.     

Fifteen polymorphic simple sequence repeat markers from expressed sequence tags of Liriodendron tulipifera

We developed and evaluated simple sequence repeat (SSR) markers derived from expressed sequence tags (ESTs) of Liriodendron tulipifera. Characteristics of 15 EST‐SSR loci were investigated using 33 L. tulipifera individuals. The number of alleles per locus ranged from two to five. The expected and observed heterozygosities ranged from 0.216 to 0.751 and from 0.182 to 0.97, respectively. These loci were further tested for their cross‐species transferability to Liriodendron Chinense. Because of their high level of polymorphism and transferability, our 15 single‐locus EST‐SSR markers will be valuable tools for research on mating system, population genetics and systemic evolution of Liriodendron.     

SSR mining in coffee tree EST databases: potential use of EST-SSRs as markers for the Coffea genus

Expressed sequence tags (ESTs) from Coffea canephora leaves and fruits were used to search for types and frequencies of simple sequence repeats (EST–SSRs) with a motif length of 1–6 bp. From a non-redundant (NR) EST set of 5,534 potential unigenes, 6.8% SSR-containing sequences were identified, with an average density of one SSR every 7.73 kb of EST sequences. Trinucleotide repeats were found to be the most abundant (34.34%), followed by di- (25.75%) and hexa-nucleotide (22.04%) motifs. The development of unique genic SSR markers was optimized by a computational approach which allowed us to eliminate redundancy in the original EST set and also to test the specificity of each pair of designed primers. Twenty-five EST–SSRs were developed and used to evaluate cross-species transferability in the Coffea genus. The orthology was supported by the amplicon sequence similarity and the amplification patterns. The >94% identity of flanking sequences revealed high sequence conservation across the Coffea genus. A high level of polymorphic loci was obtained regardless of the species considered (from 75% for C. liberica to 86% for C. canephora). Moreover, the polymorphism revealed by EST–SSR was similar to that exposed by genomic SSR. It is concluded that Coffea ESTs are a valuable resource for microsatellite mining. EST-SSR markers developed from C. canephora sequences can be easily transferred to other Coffea species for which very little molecular information is available. They constitute a set of conserved orthologous markers, which would be ideal for assessing genetic diversity in coffee trees as well as for cross-referencing transcribed sequences in comparative genomics studies.     

Characterization of simple sequence repeat markers derived in silico from Brassica rapa bacterial artificial chromosome sequences and their application in Brassica napus

A collaborative Brassica rapa genome sequencing project is currently in progress to aid the identification of agronomically important traits in Brassica species. As an initial stage, the ends of over 110 000 bacterial artificial chromosome clones were sequenced and mined for simple sequence repeats (SSRs). We present the characterization of 40 of these SSRs and their application in Brassica napus. The markers were screened against six Brassica species and Arabidopsis, and demonstrated reliable amplification, genome specificity, cross‐amplification and significant polymorphism. These SSRs will be useful for genetic analysis of Brassica germplasm.     

Development of simple sequence repeat markers and diversity analysis in alfalfa (Medicago sativa L.)

Efficient and robust molecular markers are essential for molecular breeding in plant. Compared to dominant and bi-allelic markers, multiple alleles of simple sequence repeat (SSR) markers are particularly informative and superior in genetic linkage map and QTL mapping in autotetraploid species like alfalfa. The objective of this study was to enrich SSR markers directly from alfalfa expressed sequence tags (ESTs). A total of 12,371 alfalfa ESTs were retrieved from the National Center for Biotechnology Information. Total 774 SSR-containing ESTs were identified from 716 ESTs. On average, one SSR was found per 7.7 kb of EST sequences. Tri-nucleotide repeats (48.8 %) was the most abundant motif type, followed by di—(26.1 %), tetra—(11.5 %), penta—(9.7 %), and hexanucleotide (3.9 %). One hundred EST–SSR primer pairs were successfully designed and 29 exhibited polymorphism among 28 alfalfa accessions. The allele number per marker ranged from two to 21 with an average of 6.8. The PIC values ranged from 0.195 to 0.896 with an average of 0.608, indicating a high level of polymorphism of the EST–SSR markers. Based on the 29 EST–SSR markers, assessment of genetic diversity was conducted and found that Medicago sativa ssp. sativa was clearly different from the other subspecies. The high transferability of those EST–SSR markers was also found for relative species.     

Development of EST‐SSRs in the Mediterranean blue mussel,Mytilus galloproviancialis

Eight polymorphic microsatellite repeat markers were identified from Mytilus galloproviancialis, expressed sequence tags (EST) deposited in public sequence database. Number of alleles per locus ranged from two to 10, and the observed and expected heterozygosities ranged from 0.029 to 0.872 and from 0.031 to 0.811, respectively. Three additional Mytiloida species assessed for cross‐species amplification revealed four loci could give positive amplifications. EST‐derived simple sequence repeats provide robust, informative and potentially transferable polymorphic markers suitable for population genetic, parentage, and mapping studies of M. galloproviancialis.     

Development and evaluation of microsatellite markers in Phoenix dactylifera L. and their transferability to other Phoenix species

Forty one simple sequence repeats were isolated from two microsatellite enriched libraries of date palm (Phoenix dactylifera L.). After screening, 17 selected microsatellite loci were characterized and evaluated on a set of 31 cultivars and clones from Algerian and Californian germplasm. All primer pairs produced an amplification product of the expected size and detected high polymorphism among the analysed samples. These nuclear simple sequence repeat (SSR) markers are expected to be a very effective tool for evaluating genetic diversity in date palm germplasm. Acrosstaxa amplification showed the usefulness of most SSR markers in 14 other species across the genus Phoenix.     

A set of EST‐SSRs isolated from peach fruit transcriptome and their transportability across Prunus species

Twenty‐one expressed sequence tag–simple sequence repeat (EST–SSR) markers were developed in peach from a mesocarp cDNA library. Eighteen of them gave successful amplification in 22 peach genotypes and produced one to three alleles each with an average of 1.8 alleles per locus. The average value of expected and observed heterozygosities was 0.24 and 0.20, respectively. All the primers gave successful amplification in other six Prunus species (almond, apricot, sweet cherry, Japanese plum, European plum and Prunus ferganensis).     

Genetic diversity of Eucalyptus hybrids estimated by genomic and EST microsatellite markers

The knowledge of breeding impacts on the genetic diversity of hybrids of Eucalyptus is crucial to the exploration of genetic resources. We estimated genetic polymorphic parameters of 112 hybrids of Eucalyptus spp. using 10 genomic simple sequence repeats (SSR) markers and 10 expressed sequence tags (EST) microsatellite markers. According to Student’s t-test, there were no significant differences between genomic SSR and EST-SSR markers. Our results also revealed high polymorphism in the hybrids analyzed, indicating that both markers are appropriate for use in genetic breeding programs.     

Development of EST‐SSRs in Cucumis sativus from sequence database

Simple sequence repeat markers derived from expressed sequence tags (EST‐SSR) are potentially valuable tools for plant breeding and germplasm collection conservation, and increasingly, efforts have been made for developing this type of marker. We have identified 20 polymorphic SSR markers from cucumber ESTs deposited in public sequence database. The average allele number was 3.3 per locus, ranging from two to six alleles during screening 20 cucumber genotypes with the mean expected heterozygosity of 0.477. Amplification products were also detected by 13 pairs of primer in Cucumis melo. These informative EST‐SSR markers can be used in cucumber genetic improvement projects.     

Development and genetic mapping of microsatellite markers from whole genome shotgun sequences in <Emphasis Type="Italic">Brassica oleracea</Emphasis>

The availability of whole genome shotgun sequences (WGSs) in Brassica oleracea provides an unprecedented opportunity for development of microsatellite or simple sequence repeat (SSR) markers for genome analysis and genetic improvement in Brassica species. In this study, a total of 56,465 non-redundant SSRs were identified from the WGSs in B. oleracea, with dinucleotide repeats being the most abundant, followed by tri-, tetra- and pentanucleotide repeats. From these, 1,398 new SSR markers (designated as BoGMS) with repeat length ≥25 bp were developed and used to survey polymorphisms with a panel of six rapeseed varieties, which is the largest number of SSR markers developed for the C genome in a single study. Of these SSR markers, 752 (69.5%) showed polymorphism among the six varieties. Of these, 266 markers that showed clear scorable polymorphisms between B. napus varieties No. 2127 and ZY821 were integrated into an existing B. napus genetic linkage map. These new markers are preferentially distributed on the linkage groups in the C genome, and significantly increased the number of SSR markers in the C genome. These SSR markers will be very useful for gene mapping and marker-assisted selection of important agronomic traits in Brassica species.