Comparison of genomic SSR and EST-SSR markers for estimating genetic diversity in cucumber

Thirteen genomic microsatellite (gSSR) and sixteen expressed sequence tag (EST)-SSR (eSSR) markers were compared to estimate genetic diversity among 29 cucumber (Cucumis sativus L.) accessions. gSSR markers detected mean 4.46 alleles with a mean polymorphic information content (PIC) of 0.664, against eSSR markers with mean 3.38 alleles and a mean PIC of 0.397. gSSRs amplified more null alleles than eSSRs. Genetic diversity within the accession set was estimated by construction of dendrograms using gSSR or eSSR data. There was a clear consistency between gSSR and eSSR trees in terms of positioning of most cucumber germplasms. gSSR markers could separate various types of cucumber germplasms on the whole, although clustering of some accessions was not based on their geographical origins in eSSR tree. eSSR markers identified an independent sub-cluster containing five accessions resistant to downy mildew, suggesting a probable relationship between eSSRs and disease-resistance trait in cucumber. The Mantel test between gSSR and eSSR matrices revealed a good fit correlation (r = 0.836). The general dendrogram constructed using the combined data of gSSRs and eSSRs was similar to those obtained separately with each marker.     

Genetic structure of wild emmer wheat populations as reflected by transcribed versus anonymous SSR markers.

Simple sequence repeat (SSR) markers have become a major tool in population genetic analyses. The anonymous genomic SSRs (gSSRs) have been recently supplemented with expressed sequence tag (EST) derived SSRs (eSSRs), which represent the transcribed regions of the genome. In the present study, we used 8 populations of wild emmer wheat (Triticum turgidum subsp. dicoccoides) to compare the usefulness of the two types of SSR markers in assessing allelic diversity and population structure. gSSRs revealed significantly higher diversity than eSSRs in terms of average number of alleles (14.92 vs. 7.4, respectively), polymorphic information content (0.87 vs. 0.68, respectively), and gene diversity (He; 0.55 vs. 0.38, respectively). Despite the overall differences in the level of diversity, Mantel tests for correlations between eSSR and gSSR pairwise genetic distances were found to be significant for each population as well as for all accessions jointly (RM=0.54, p=0.01). Various genetic structure analyses (AMOVA, PCoA, STRUCTURE, unrooted UPGMA tree) revealed a better capacity of eSSRs to distinguish between populations, while gSSRs showed a higher proportion of intrapopulation (among accessions) diversity. We conclude that eSSR and gSSR markers should be employed in conjunction to obtain a high inter- and intra-specific (or inter- and intra-varietal) distinctness.     

Development of eSSR-Markers in Setaria italica and Their Applicability in Studying Genetic Diversity,Cross-Transferability and Comparative Mapping in Millet and Non-Millet Species

Foxtail millet ( Setaria italica L.) is a tractable experimental model crop for studying functional genomics of millets and bioenergy grasses. But the limited availability of genomic resources, particularly expressed sequence-based genic markers is significantly impeding its genetic improvement. Considering this, we attempted to develop EST-derived-SSR (eSSR) markers and utilize them in germplasm characterization, cross-genera transferability and in silico comparative mapping. From 66,027 foxtail millet EST sequences 24,828 non-redundant ESTs were deduced, representing ~16 Mb, which revealed 534 (~2%) eSSRs in 495 SSR containing ESTs at a frequency of 1/30 kb. A total of 447 pp were successfully designed, of which 327 were mapped physically onto nine chromosomes. About 106 selected primer pairs representing the foxtail millet genome showed high-level of cross-genera amplification at an average of ~88% in eight millets and four non-millet species. Broad range of genetic diversity (0.02–0.65) obtained in constructed phylogenetic tree using 40 eSSR markers demonstrated its utility in germplasm characterizations and phylogenetics. Comparative mapping of physically mapped eSSR markers showed considerable proportion of sequence-based orthology and syntenic relationship between foxtail millet chromosomes and sorghum (~68%), maize (~61%) and rice (~42%) chromosomes. Synteny analysis of eSSRs of foxtail millet, rice, maize and sorghum suggested the nested chromosome fusion frequently observed in grass genomes. Thus, for the first time we had generated large-scale eSSR markers in foxtail millet and demonstrated their utility in germplasm characterization, transferability, phylogenetics and comparative mapping studies in millets and bioenergy grass species.     

Exploiting BAC-end sequences for the mining,characterization and utility of new short sequences repeat (SSR) markers in Citrus

The aim of this study was to develop a large set of microsatellite markers based on publicly available BAC-end sequences (BESs), and to evaluate their transferability, discriminating capacity of genotypes and mapping ability in Citrus. A set of 1,281 simple sequence repeat (SSR) markers were developed from the 46,339 Citrus clementina BAC-end sequences (BES), of them 20.67% contained SSR longer than 20 bp, corresponding to roughly one perfect SSR per 2.04 kb. The most abundant motifs were di-nucleotide (16.82%) repeats. Among all repeat motifs (TA/AT)n is the most abundant (8.38%), followed by (AG/CT)n (4.51%). Most of the BES-SSR are located in the non-coding region, but 1.3% of BES-SSRs were found to be associated with transposable element (TE). A total of 400 novel SSR primer pairs were synthesized and their transferability and polymorphism tested on a set of 16 Citrus and Citrus relative’s species. Among these 333 (83.25%) were successfully amplified and 260 (65.00%) showed cross-species transferability with Poncirus trifoliata and Fortunella sp. These cross-species transferable markers could be useful for cultivar identification, for genomic study of Citrus, Poncirus and Fortunella sp. Utility of the developed SSR marker was demonstrated by identifying a set of 118 markers each for construction of linkage map of Citrus reticulata and Poncirus trifoliata. Genetic diversity and phylogenetic relationship among 40 Citrus and its related species were conducted with the aid of 25 randomly selected SSR primer pairs and results revealed that citrus genomic SSRs are superior to genic SSR for genetic diversity and germplasm characterization of Citrus spp.     

石斛SSR标记的开发及可转移性分析

当前已开发的石斛（Dendrobium）SSR标记仅100余对,难以满足研究的需要。为开发更多石斛分子标记,本研究通过生物信息学方法从公共核酸数据库搜索石斛SSR。结果表明,GenBank收录的3599条石斛DNA序列经拼接获得1343条Uni—DNA序列。经搜索,共检测出283个SSR,分布于205条Uni—DNA序列,平均每2815bp含一个SSR。通过序列比对,剔除86条已开发引物的SSR—DNA序列,从剩余的119条序列设计76对引物,并在石斛属32个种间进行可转移性分析,结果显示47对引物得到有效扩增,种间可转移率为51．1％N95．7％,平均为75．9％。有效扩增引物中有46对在石斛种间具多态性,检测出等位基因数2～8个,平均4．0个。选取10对多态性引物扩增60份铁皮石斛资源,每对引物检测出等位基因数2～5个,平均3．4个。根据SSR扩增带型将60份铁皮石斛资源聚为5大类,同一类型内的表型较类群间接近。对DMl21扩增产物测序表明铁皮石斛种内的SSR等位变异由SSR重复次数差异造成,而石斛种间的SSR等位变异还包含SSR位点侧翼序列的插入缺失以及替换。     

Isolation and characterization of microsatellite loci for the Potentilla core group (Rosaceae) using 454 sequencing

Microsatellites are valuable markers for the analysis of genetic diversity, linkage mapping or genotyping. The limited availability of microsatellites for the genus Potentilla (Rosaceae) stipulated the isolation of markers from a representative (Potentilla pusilla Host) of the Potentilla core group that constitutes the most species‐rich evolutionary lineage within the genus. Thousand four hundred and seventy‐six simple sequence repeat (SSR) containing candidate sequences were isolated from a single‐type line using 454 sequencing. Seventy‐four functional microsatellite markers were developed from 200 sequences selected for suitable priming sites flanking microsatellite repeats referring to a 37% primer‐to‐marker conversion ratio. Seventy‐two markers were polymorphic. These numbers confirm the increased efficiency of pyrosequencing over traditional isolation techniques in the development of microsatellites. Amplification primer sequences and the sequences of corresponding target fragments are provided for all functional markers, and molecular polymorphisms estimated for four accessions of P. pusilla and among seven core group species represented by 14 individuals are reported. Cross‐species transferability ranged between 86.4% and 97.3% among the studied taxa, and 57, 11 and six of the selected primer pairs amplified fragments of expected size and number in seven, six and five of the species, respectively. Reproducibility of the molecular phenotypes was 97.0%, which was inferred using a replicate sample of P. pusilla.     

Interspecies and intergenus transferability of barley and wheat D-genome microsatellite markers

A selection of 147 wheat D-genome and 130 barley genomic simple sequence repeat (gSSR) markers were screened for their utility in Hordeum chilense, as an alien donor genome for cereal breeding. Fifty-eight wheat D-genome and 71 barley PCR primer pairs consistently amplified products from H. chilense. Nineteen wheat D-genome and 20 barley gSSR markers were polymorphic and allowed wide genome coverage of the H. chilense genome. Twenty-three of the wheat D-genome and 11 barley PCR primer pairs were suitable for studying the introgressions of H. chilense into wheat, amplifying H. chilense products of distinct size. In 88% of the markers tested, H. chilense products were maintained in the expected homeologous linkage group, as revealed by the analysis of wheat/H. chilense addition lines. Twenty-nine microsatellite markers (eight gSSRs and 21 expressed sequence tags-SSRs) uniformly distributed across the genome were tested for their utility in genetic diversity analysis within the species. Three genetic clusters are reported, in accordance with previous morphological and amplified fragment length polymorphism data. These results show that it is possible to discriminate the three previously established germplasm groups with microsatellite markers. The reported markers represent a valuable resource for the genetic characterisation of H. chilense, for the analysis of its genetic variability, and as a tool for wheat introgression. This is the first intraspecific study in a collection of H. chilense germplasm using microsatellite markers.     

Development, characterization, and cross-species/genera transferability of SSR markers for rubber tree (Hevea brasiliensis)

Genomic simple sequence repeat (SSR) markers are particularly valuable in studies of genetic diversity, evolution, genetic linkage map construction, quantitative trait loci tagging, and marker-assisted selection because of their multi-allelic nature, reproducibility, co-dominant inheritance, high abundance, and extensive genome coverage. The traditional methods of SSR marker development, such as genomic-SSR hybrid screening and microsatellite enrichment, have the disadvantages of high cost and complex operation. The selectively amplified microsatellite method is less costly and highly efficient as well as being simple and convenient. In this study, 252 sequences with SSRs were cloned from the rubber tree (Hevea brasiliensis) genome from which 258 SSR loci were obtained. The average repeat number was six. There were only 10 (3.9%) mononucleotide, trinucleotide, and pentanucleotide repeats, whereas the remaining 248 (96.1%) were dinucleotide repeats, including 128 (49.6%) GT/CA repeats, 118 (45.7%) GA/CT repeats, and 2 (0.8%) AT/TA repeats. A total of 126 primer pairs (see ESM) were successfully designed of which 36 primer pairs generated polymorphic products from 12 accessions of the cultivated species, 4 related species, and 3 species of the family Euphorbiaceae. In addition, investigations based on four genomic SSRs (GAR4, ACR22, CTR25, and GTR28) by cloning and sequencing provided evidence for cross-species/genera applicability, and homologous sequences were obtained from the rubber tree and Euphorbiaceae. Further analysis about the variation of the flanking regions of the four markers was carried out.     

Cross-species transferability of G. arboreum-derived EST-SSRs in the diploid species of Gossypium

Diploid species with a common Gossypium origin are highly diverse in morphology and have been classified into eight genomic groups designated A–G and K. In this study, the transferability of 207 Gossypium arboreum-derived expressed sequence tag-simple sequence repeat (EST-SSR) primer pairs was examined among 25 different diploid accessions representing 7 genomes and 23 Gossypium species. We found that 124 of the 207 (60%) primer pairs produced amplification products in all 25 accessions. The remaining 83 (40%) primer pairs produced amplification in only a subset of species, ranging from 13 to 22 species, which is consistent with some genome- and species-specific amplification. The cross-species amplification of these EST-SSRs in 22 diploid species was 96.5% in 4,554 combinations (207 SSRs×22 species), indicative of a high transferability among the Gossypium species. Furthermore, a high level of polymorphism with an average number of 6.53 alleles per SSR marker was detected. No correlation was found between the repeat motif type and cross-species amplification. DNA sequencing showed that the high-level polymorphism findings was mainly due to changes in the number of repeat motifs and that the high transferability can be attributed to a higher-level conservation in the flanking regions among these diploid Gossypium species. The transferability among these different diploid species presented here can increase the efficiency of transferring genetic information across species and further enhance their introgression into cultivated cotton species by the molecular tagging of important genes existing in these diploid species using the EST-SSR markers.Electronic Supplementary Material Supplementary material is available for this article at and is accessible for authorized users.     

Exploiting the Transcriptome of Euphrates Poplar,Populus euphratica (Salicaceae) to Develop and Characterize New EST-SSR Markers and Construct an EST-SSR Database

Background

Microsatellite markers or Simple Sequence Repeats (SSRs) are the most popular markers in population/conservation genetics. However, the development of novel microsatellite markers has been impeded by high costs, a lack of available sequence data and technical difficulties. New species-specific microsatellite markers were required to investigate the evolutionary history of the Euphratica tree, Populus euphratica, the only tree species found in the desert regions of Western China and adjacent Central Asian countries.

Methodology/Principal Findings

A total of 94,090 non-redundant Expressed Sequence Tags (ESTs) from P. euphratica comprising around 63 Mb of sequence data were searched for SSRs. 4,202 SSRs were found in 3,839 ESTs, with 311 ESTs containing multiple SSRs. The most common motif types were trinucleotides (37%) and hexanucleotides (33%) repeats. We developed primer pairs for all of the identified EST-SSRs (eSSRs) and selected 673 of these pairs at random for further validation. 575 pairs (85%) gave successful amplification, of which, 464 (80.7%) were polymorphic in six to 24 individuals from natural populations across Northern China. We also tested the transferability of the polymorphic eSSRs to nine other Populus species. In addition, to facilitate the use of these new eSSR markers by other researchers, we mapped them onto Populus trichocarpa scaffolds in silico and compiled our data into a web-based database (http://202.205.131.253:8080/poplar/resources/static_page/index.html).

Conclusions

The large set of validated eSSRs identified in this work will have many potential applications in studies on P. euphratica and other poplar species, in fields such as population genetics, comparative genomics, linkage mapping, QTL, and marker-assisted breeding. Their use will be facilitated by their incorporation into a user-friendly web-based database.     

Development of microsatellite markers in Fragaria, their use in genetic diversity analysis, and their potential for genetic linkage mapping.

We have developed 21 new microsatellites in the model diploid perennial species Fragaria vesca from an enriched genomic library developed using F. vesca 'Ruegen'. The transferability of the primer pairs to other Fragaria species was high; all 31 primer pairs produced amplicons in 3 accessions of the octoploid strawberry Fragaria x ananassa, whereas 24 (77%) amplified a product in 7 other diploid Fragaria species. We analysed the allelic variation among 15 F. vesca accessions using the 21 microsatellites reported here and 10 F. vesca microsatellites described previously. The level of polymorphism detected at these microsatellite loci was high; five loci were monomorphic. Only two microsatellites were required to unambiguously discriminate among the 15 F. vesca accessions. A preliminary survey of segregation in an F2 progeny indicates that 20 of the 26 polymorphic loci (77%) could be mapped.     

Transferable EST-SSR markers for the study of polymorphism and genetic diversity in bread wheat

Nearly 900 SSRs (simple sequence repeats) were identified among 15,000 ESTs (expressed sequence tags) belonging to bread wheat ( Triticum aestivum L.). The SSRs were defined by their minimum length, which ranged from 14 to 21 bp. The maximum length ranged from 24 to 87 bp depending upon the length of the repeat unit itself (1–7 bp). The average density of SSRs was one SSR per 9.2 kb of EST sequence screened. The trinucleotide repeats were the most abundant SSRs detected. As a representative sample, 78 primer pairs were designed, which were also used to screen the dbEST entries for Hordeum vulgare and Triticum tauschii (donor of the D-genome of cultivated wheat) using a cut-off E (expectation) value of 0.01. On the basis of in silico analysis, up to 55.12% of the primer pairs exhibited transferability from Triticum to Hordeum, indicating that the sequences flanking the SSRs are not only conserved within a single genus but also between related genera in Poaceae. Primer pairs for the 78 SSRs were synthesized and used successfully for the study of (1) their transferability to 18 related wild species and five cereal species (barley, oat, rye, rice and maize); and (2) polymorphism between the parents of four mapping populations available with us. A subset of 20 EST-SSR primers was also used to assess genetic diversity in a collection of 52 elite exotic wheat genotypes. This was done with a view to compare their utility relative to other molecular markers (gSSRs, AFLPs, and SAMPL) previously used by us for the same purpose with the same set of 52 bread wheat genotypes. Although only a low level of polymorphism was detected, relative to that observed with genomic SSRs, the study suggested that EST-SSRs can be successfully used for a variety of purposes, and may actually prove superior to SSR markers extracted from genomic libraries for diversity estimation and transferability.Communicated by R. Hagemann     

Evaluating the potential of barley and wheat microsatellite markers for genetic analysis of<Emphasis Type="Italic"> Elymus trachycaulus</Emphasis> complex species

The potential of barley and wheat microsatellite markers for genetic analysis of Elymus trachycaulus complex species was evaluated. A set of 25 barley and 3 wheat microsatellite markers were tested for their ability to cross-amplify DNA from four accessions of E. trachycaulus and two accessions Pseudoroegneria spicata. Thirteen barley (52%) and two (68%) wheat primer pairs successfully amplified consistent products from both E. trachycaulus and P. spicata species. Four of the 15 successful primer pairs produced visible polymorphisms among the accessions tested. A higher successful rate of cross-species amplification of barley and wheat microsatellite markers in E. trachycaulus and P. spicata was found in this study. These primer pairs are now available for use as markers in genetic analysis of E. trachycaulus complex species. Our results suggest that publicly available wheat and barley microsatellite markers are a valuable resource for the genetic characterization of wild Triticeae species.     

Two highly validated SSR multiplexes (8‐plex) for Euphrates' poplar,Populus euphratica (Salicaceae)

Multiplex PCR amplification of microsatellites has significantly increased the throughput and decreased the costs of genotyping. We have developed two highly polymorphic microsatellite multiplexes for Populus euphratica, the only tree species found in desert regions of Western China and adjacent Central Asian countries. The first of these multiplex kits comprises an eight‐Plex of genomic SSRs (gSSRs) obtained from published databases. The second comprises an eight‐plex of newly designed EST‐SSRs (eSSRs) based on expressed sequence tags for P. euphratica. Both kits were tested on a sample of 170 individuals from four populations. The gSSRs exhibited slightly more polymorphism than the eSSRs. The new multiplex protocols yielded consistent results in the hands of multiple researchers, demonstrating their robustness. The 16 loci used in the kits exhibited a high transferability rate (82.0%) in eight other poplar species belonging to five different sections of the genus. Both kits should therefore be useful for further investigations of population genetics in P. euphratica and related species. Our results indicate that it is essential to follow recently established recommendations when developing microsatellite markers, including verifying the amplification efficiency, detecting null alleles and carefully measuring error rates.     

Development of chickpea EST-SSR markers and analysis of allelic variation across related species

Despite chickpea being the third important grain legume, there is a limited availability of genomic resources, especially of the expressed sequence tag (EST)-based markers. In this study, we generated 822 chickpea ESTs from immature seeds as well as exploited 1,309 ESTs from the chickpea database, thus utilizing a total of 2,131 EST sequences for development of functional EST-SSR markers. Two hundred and forty-six simple sequence repeat (SSR) motifs were identified from which 183 primer pairs were designed and 60 validated as functional markers. Genetic diversity analysis across 30 chickpea accessions revealed ten markers to be polymorphic producing a total of 29 alleles and an observed heterozygosity average of 0.16 thereby exhibiting low levels of intra-specific polymorphism. However, the markers exhibited high cross-species transferability ranging from 68.3 to 96.6% across the six annual Cicer species and from 29.4 to 61.7% across the seven legume genera. Sequence analysis of size variant amplicons from various species revealed that size polymorphism was due to multiple events such as copy number variation, point mutations and insertions/deletions in the microsatellite repeat as well as in the flanking regions. Interestingly, a wide prevalence of crossability-group-specific sequence variations were observed among Cicer species that were phylogenetically informative. The neighbor joining dendrogram clearly separated the chickpea cultivars from the wild Cicer and validated the proximity of C. judaicum with C. pinnatifidum. Hence, this study for the first time provides an insight into the distribution of SSRs in the chickpea transcribed regions and also demonstrates the development and utilization of genic-SSRs. In addition to proving their suitability for genetic diversity analysis, their high rates of transferability also proved their potential for comparative genomic studies and for following gene introgressions and evolution in wild species, which constitute the valuable secondary genepool in chickpea. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Development and characterization of new microsatellite markers in <Emphasis Type="Italic">Panax</Emphasis><Emphasis Type="Italic">ginseng</Emphasis> (C.A. Meyer) from BAC end sequences

Panax ginseng, commonly known as Korean ginseng, is a valued source of herbal medicine in Korea and China. We have developed and characterized 35 microsatellite markers in P. ginseng from available BAC end sequences. Characterization of these 35 SSR primer pairs in 14 cultivars of P. ginseng showed 12 primer pairs to be polymorphic and 19 primer pairs to be monomorphic, while the remaining four primer pairs did not produce any product. The number of alleles amplified ranged from 4 to 8 per primer pair, with an average of six alleles per locus. The expected and observed heterozygosities ranged from 0.7500 to 0.9678 and 0.5645 to 0.7109, respectively. None of these loci deviated from Hardy–Weinberg equilibrium. All of the functional primer pairs of P. ginseng showed cross-species transferability with Panax quinquefolium. The cross-species transferable markers could be used for ginseng cultivar identification, for genomic studies, including mapping of specific trait QTL/genes, and for measuring conservation of ginseng.     

Molecular characterisation of sweet cherry (Prunus avium L.) genotypes using peach [Prunus persica (L.) Batsch] SSR sequences

A total of 76 sweet cherry genotypes were screened with 34 microsatellite primer pairs previously developed in peach. Amplification of SSR loci was obtained for 24 of the microsatellite primer pairs, and 14 of them produced polymorphic amplification patterns. On the basis of polymorphism and quality of amplification, a set of nine primer pairs and the resulting 27 informative alleles were used to identify 72 genotype profiles. Of these, 68 correspond to unique cultivar genotypes, and the remaining four correspond to three cultivars that could not be differentiated from the two original genotypes of which they are mutants, and two very closely related cultivars. The mean number of alleles per locus was 3.7 while the mean heterozygosity over the nine polymorphic loci averaged 0.49. The results demonstrate the usefulness of cross-species transferability of microsatellite sequences allowing the discrimination of different genotypes of a fruit tree species with sequences developed in other species of the same genus. UPGMA cluster analysis of the similarity data divided the ancient genotypes studied into two fairly well-defined groups that reflect their geographic origin, one with genotypes originating in southern Europe and the other with the genotypes from northern Europe and North America.     

Bin mapping of genomic and EST-derived SSRs in melon (Cucumis melo L.)

We report the development of 158 primer pairs flanking SSR motifs in genomic (gSSR) and EST (EST-SSR) melon sequences, all yielding polymorphic bands in melon germplasm, except one that was polymorphic only in Cucurbita species. A similar polymorphism level was found among EST-SSRs and gSSRs, between dimeric and trimeric EST-SSRs, and between EST-SSRs placed in the open reading frame or any of the 5′- or 3′-untranslated regions. Correlation between SSR length and polymorphism was only found for dinucleotide EST-SSRs located within the untranslated regions, but not for trinucleotide EST-SSRs. Transferability of EST-SSRs to Cucurbita species was assayed and 12.7% of the primer pairs amplified at least in one species, although only 5.4% were polymorphic. A set of 14 double haploid lines from the cross between the cultivar “Piel de Sapo” and the accession PI161375 were selected for the bin mapping approach in melon. One hundred and twenty-one SSR markers were newly mapped. The position of 46 SSR loci was also verified by genotyping the complete population. A final bin-map was constructed including 80 RFLPs, 212 SSRs, 3 SNPs and the Nsv locus, distributed in 122 bins with an average bin length of 10.2 cM and a maximum bin length of 33 cM. Map density was 4.2 cM/marker or 5.9 cM/SSR. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.