Genetic mapping of EST-derived microsatellites from the diploid<Emphasis Type="Italic"> Gossypium arboreum</Emphasis> in allotetraploid cotton

To increase the numbers of microsatellites available for use in constructing a genetic map, and facilitate the use of functional genomics to elucidate fiber development and breeding in cotton, we sampled microsatellite sequences from expressed sequence tags (ESTs) transcribed during fiber elongation in the A-genome species Gossypium arboreum to evaluate their frequency of occurrence, level of polymorphism and distribution in the At and Dt subgenomes of tetraploid cotton. From among ESTs derived from G. arboreum fibers at 7–10 days post anthesis (dpa), 931 ESTs were found to contain simple sequence repeats (SSRs); 544 (58.4%) EST-SSR primer pairs were developed, and 468 (86%) amplified PCR products from allotetraploid cotton ( G. hirsutum cv. TM-1 and G. barbadense cv. Hai7124). However, only 99 (18.2%) of these were found to be polymorphic and segregating in our interspecific BC₁ mapping population [(TM-1×Hai7124)×TM-1]. In these amplified and informative EST-SSRs, hexa- and tri-nucleotide repeat motifs were the most frequent, representing 40.1 and 30%, respectively, of the total. A total of 111 loci detected with these 99 EST-SSRs were integrated into our backbone map including 511 SSR loci. The distribution of the EST-SSRs appeared to be non-random, since 72 loci were anchored to the At and 37 to the Dt subgenome of allotetraploid cotton based on linkage tests. Interestingly, out of the 10 pairs of duplicate loci amplified, seven were mapped to the corresponding homeologous linkage groups and/or chromosomes. BLASTX analysis revealed that 69 of the 99 ESTs showed significant similarities to known genes. Some genes important for fiber development, such as sucrose synthase, were mapped to corresponding chromosomes. These EST-SSRs provide structural and functional genomic information that will be useful for understanding cotton fiber development.Communicated by R. Hagemann     

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. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Isolation of EST-derived microsatellite markers for genotyping the A and B genomes of wheat

Genetic variation present in 64 durum wheat accessions was investigated by using three sources of microsatellite (SSR) markers: EST-derived SSRs (EST-SSRs) and two sources of SSRs isolated from total genomic DNA. Out of 245 SSR primer pairs screened, 22 EST-SSRs and 20 genomic-derived SSRs were polymorphic and used for genotyping. The EST-SSR primers produced high quality markers, but had the lowest level of polymorphism (25%) compared to the other two sources of genomic SSR markers (53%). The 42 SSR markers detected 189 polymorphic alleles with an average number of 4.5 alleles per locus. The coefficient of similarity ranged from 0.28 to 0.70 and the estimates of similarity varied when different sources of SSR markers were used to genotype the accessions. This study showed that EST-derived SSR markers developed in bread wheat are polymorphic in durum wheat when assaying loci of the A and B genomes. A minumum of ten EST-SSRs generated a very low probability of identity (0.36×10⁻¹²) indicating that these SSRs have a very high discriminatory power. EST-SSR markers directly sample variation in transcribed regions of the genome, which may enhance their value in marker-assisted selection, comparative genetic analysis and for exploiting wheat genetic resources by providing a more-direct estimate of functional diversity. Received: 19 December 2000 / Accepted: 17 April 2001     

EST-SSRs characterization and in-silico alignments with linkage map SSR loci in grape (Vitis L.) genome

11,581 grape (Vitis L.) EST-SSRs were produced and characterized from a total of 381,609 grape ESTs. Among the EST-SSRs, the tri repeat (5,560, 45.4%) represented the most abundant class of microsatellites in grape EST. Most of grape EST-SSR motifs fall within 18-24 bps in length. The EST-SSRs tri-repeats occurred a higher percentage in 5??-end (59.3%) than in 3??-end (48.3%). And EST-SSR tri-repeats had abundant codon repeats for putative amino acid runs as Proline, Arginine in grape ESTs. To better utilizing these markers, 142 of newly developed and validated EST SSR loci as well as 223 linkage map SSR loci were in silico aligned and mapped in grape genome. The orders of these SSR loci in the chromosomal physical locations and in the linkage groups were compared, and about twenty linkage map loci positions were switched or rearranged in grape genome. The EST-SSR markers extended the linkage map in grape genome. The method of in silico mapping reported in this study provided an initial collection for grape mapping resources. This approach offers great opportunities to understand the genetic variations in nucleotide sequences differences in physical map, and genetic recombination in linkage maps, as well as benefits for markers enrichment in a specific grape genome region for fine mapping or QTL mapping.     

Development and mapping of functional expressed sequence tag-derived simple sequence repeat markers in a rubber tree RRIM600 × PB217 population

Sets of polymorphic expressed sequence tag–simple sequence repeat (EST-SSR) markers from the rubber tree (Hevea brasiliensis) have been published by many researchers, but none has been specifically developed to study latex and wood yield traits. In this study, a total 10,321 rubber tree EST sequences, generated from suppression subtractive hybridization-cDNA libraries of bark and latex of high- and low-yielding clones, were used as sources for SSR searching. A total of 432 EST-SSR loci were identified and it was possible to design primer pairs for a subset of 298 EST-SSRs. The highest proportion of EST-SSRs was represented by dinucleotide repeats (46.6 %), followed by trinucleotide repeats (44.3 %). Based on BLASTX analysis, 234 ESTs (80 %) showed similarity to genes in NCBI databases and could be divided into 120 putative proteins with known function and 114 unknown proteins. To enhance the resolution of an existing linkage map from previous work on a rubber tree RRIM600 × PB217 population, 69 EST-SSR markers from the above set were tested to be integrated into the reference genetic map. The enriched map of 18 linkage groups spanned 2054.2 cM in length, showed an average genetic distance of 4.3 cM between adjacent markers, and included 63 new EST-SSR markers. The enhanced map from this study provides a basis for comparative mapping using PCR-based markers and identification of expressed genes possibly affecting important traits of interest.     

A microsatellite-based, gene-rich linkage map reveals genome structure, function and evolution in Gossypium

The mapping of functional genes plays an important role in studies of genome structure, function, and evolution, as well as allowing gene cloning and marker-assisted selection to improve agriculturally important traits. Simple sequence repeats (SSRs) developed from expressed sequence tags (ESTs), EST-SSR (eSSR), can be employed as putative functional marker loci to easily tag corresponding functional genes. In this paper, 2218 eSSRs, 1554 from G. raimondii-derived and 754 from G. hirsutum-derived ESTs, were developed and used to screen polymorphisms to enhance our backbone genetic map in allotetraploid cotton. Of the 1554 G. raimondii-derived eSSRs, 744 eSSRs were able to successfully amplify polymorphisms between our two mapping parents, TM-1 and Hai7124, presenting a polymorphic rate of 47.9%. However, only a 23.9% (159/754) polymorphic rate was produced from G. hirsutum-derived eSSRs. No relationship was observed between the level of polymorphism, motif type, and tissue origin, but the polymorphism appeared to be correlated with repeat type. After integrating these new eSSRs, our enhanced genetic map consists of 1790 loci in 26 linkage groups and covers 3425.8 cM with an average intermarker distance of 1.91 cM. This microsatellite-based, gene-rich linkage map contains 71.96% functional marker loci, of which 87.11% are eSSR loci. There were 132 duplicated loci bridging 13 homeologous At/Dt chromosome pairs. Two reciprocal translocations after polyploidization between A2 and A3, and between A4 and A5, chromosomes were further confirmed. A functional analysis of 975 ESTs producing 1122 eSSR loci tagged in the map revealed that 60% had clear BLASTX hits (<1e(-10)) to the Uniprot database and that 475 were associated mainly with genes belonging to the three major gene ontology categories of biological process, cellular component, and molecular function; many of the ESTs were associated with two or more category functions. The results presented here will provide new insights for future investigations of functional and evolutionary genomics, especially those associated with cotton fiber improvement.     

Development and mapping of EST-derived simple sequence repeat markers for hexaploid wheat.

Expressed sequence tags (ESTs) are a valuable source of molecular markers. To enhance the resolution of an existing linkage map and to identify putative functional polymorphic gene loci in hexaploid wheat (Triticum aestivum L.), over 260,000 ESTs from 5 different grass species were analyzed and 5418 SSR-containing sequences were identified. Using sequence similarity analysis, 156 cross-species superclusters and 138 singletons were used to develop primer pairs, which were then tested on the genomic DNA of barley (Hordeum vulgare), maize (Zea mays), rice (Oryza sativa), and wheat. Three-hundred sixty-eight primer pairs produced PCR amplicons from at least one species and 227 primer pairs amplified DNA from two or more species. EST-SSR sequences containing dinucleotide motifs were significantly more polymorphic (74%) than those containing trinucleotides (56%), and polymorphism was similar for markers in both coding and 5' untranslated (UTR) regions. Out of 112 EST-SSR markers, 90 identified 149 loci that were integrated into a reference wheat genetic map. These loci were distributed on 19 of the 21 wheat chromosomes and were clustered in the distal chromosomal regions. Multiple-loci were detected by 39% of the primer pairs. Of the 90 mapped ESTs, putative functions for 22 were identified using BLASTX queries. In addition, 80 EST-SSR markers (104 loci) were located to chromosomes using nullisomic-tetrasomic lines. The enhanced map from this study provides a basis for comparative mapping using orthologous and PCR-based markers and for identification of expressed genes possibly affecting important traits in wheat.     

In silico mining and characterization of simple sequence repeats from gilthead sea bream (Sparus aurata) expressed sequence tags (EST-SSRs); PCR amplification, polymorphism evaluation and multiplexing and cross-species assays

We screened for simple sequence repeats (SSRs) found in ESTs derived from an EST-database development project ('Marine Genomics Europe' Network of Excellence). Different motifs of di-, tri-, tetra-, penta- and hexanucleotide SSRs were evaluated for variation in length and position in the expressed sequences, relative abundance and distribution in gilthead sea bream (Sparus aurata). We found 899 ESTs that harbor 997 SSRs (4.94%). On average, one SSR was found per 2.95 kb of EST sequence and the dinucleotide SSRs are the most abundant accounting for 47.6% of the total number. EST-SSRs were used as template for primer design. 664 primer pairs could be successfully identified and a subset of 206 pairs of primers was synthesized, PCR-tested and visualized on ethidium bromide stained agarose gels. The main objective was to further assess the potential of EST-SSRs as informative markers and investigate their cross-species amplification in sixteen teleost fish species: seven sparid species and nine other species from different families. Approximately 78% of the primer pairs gave PCR products of expected size in gilthead sea bream, and as expected, the rate of successful amplification of sea bream EST-SSRs was higher in sparids, lower in other perciforms and even lower in species of the Clupeiform and Gadiform orders. We finally determined the polymorphism and the heterozygosity of 63 markers in a wild gilthead sea bream population; fifty-eight loci were found to be polymorphic with the expected heterozygosity and the number of alleles ranging from 0.089 to 0.946 and from 2 to 27, respectively. These tools and markers are expected to enhance the available genetic linkage map in gilthead sea bream, to assist comparative mapping and genome analyses for this species and further with other model fish species and finally to help advance genetic analysis for cultivated and wild populations and accelerate breeding programs.     

Construction of a genetic linkage map using simple sequence repeat markers from expressed sequence tags for cassava (<Emphasis Type="Italic">Manihot esculenta</Emphasis> Crantz)

Cassava (Manihot esculenta) is an economically important crop that is grown in tropical and sub-tropical regions. Use of molecular technology for genetic improvement of cassava has been limited by the lack of a large set of DNA markers and a genetic map. Therefore, the aims here were to develop additional simple sequence repeat (SSR) markers from the public expressed sequence tags (ESTs), and to construct a genetic linkage map. In this study, we designed 425 EST-SSR markers from sequences obtained from the cassava EST database in GenBank, and integrated them with 667 SSR markers from a microsatellite-enriched genomic sequence received from the International Center for Tropical Agriculture (CIAT). Of these, 107 EST-SSR and 500 genomic SSR primer pairs showed polymorphic patterns when screened in two cassava varieties, Hauy Bong 60 and Hanatee, which were used as female and male parental lines, respectively. Within the 107 and 500 primer pairs, 81 and 226 EST-SSR and SSR primer pairs were successfully genotyped with 100 samples of F₁ progeny, respectively. The results showed 20 linkage groups consisting of 211 markers—56 EST-SSR and 155 SSR markers—spanning 1,178 cM, with an average distance between markers of 5.6 cM and about 11 markers per linkage group. These novel EST-SSR markers provided genic PCR-based co-dominant markers that were useful, reliable and economical. The EST-SSRs were used together with SSR markers to construct the cassava genetic linkage map which will be useful for the identification of quantitative trait loci controlling the traits of interest in cassava breeding programs.     

中国板栗EST-SSR信息分析及其通用性

从已公布的壳斗科(Fagaceae)基因组数据库中获得48501条中国板栗(Castanea mollissima)EST序列,其中8479条EST含有12116个长度大于10 bp的SSR,EST-SSR的出现频率为24.98%。二核苷酸重复和三核苷酸重复是中国板栗EST-SSR最主要的重复类型,分别占总数的38.05%和42.20%。对中国板栗EST-SSR标记在茅栗(C.seguinii)和锥栗(C.henryi)上的通用性检测表明,677对中国板栗EST-SSR引物皆能扩增,证实这些引物在栗属中国特有种间具有很高的通用性。115个位点的多态性分析表明,中国板栗、茅栗和锥栗分别有106、108和101个位点表现出多态性。在575个等位基因中,有260个(45.22%)是3物种的共有等位基因,各物种都有各自特有的等位基因。这项研究为中国栗属植物EST-SSR标记的建立及应用奠定了基础。     

Development of EST-SSR markers through data mining and their use for genetic diversity study in Indian accessions of Jatropha curcas L.: a potential energy crop

Jatropha curcas L. is gaining importance as a potential energy crop. However, lack of sufficient numbers of molecular markers hinder current research on crop improvement in Jatropha. The expressed sequences tags (EST) sequences deposited in public databases, offers an excellent opportunity to identify simple sequence repeats (SSRs) through data mining, for further research on molecular breeding. In the present study 42,477 ESTs of J. curcas were screened, out of which 5,673 SSRs were identified with 48.8 % simple (excluding mononucleotide repeats) and 52.2 % compound repeat motifs. Amongst these repeat motifs, dinucleotide repeats were abundant (26.5 %), followed by trinucleotide (23.1 %) and tetranucleotide repeats (0.8 %). From these microsatellites, 32 EST-SSR (genic microsatellite) primer pairs were designed. These primers were used to analyze the genetic diversity among 42 accessions collected from different parts of India. Out of the 32 EST-SSR primers, 24 primer pairs exhibited polymorphism among the genotypes, with amplicons varying from one to eight, giving an average of 2.33 alleles per polymorphic marker. Polymorphic information content value ranged from 0.02 to 0.5 with an average of 0.402 indicating moderate level of informativeness within these EST-SSRs markers. The EST-SSR markers developed here will serve as a valuable resource for genetic studies, like linkage mapping, diversity analysis, quantitative trait locus/association mapping, and molecular breeding. The current study also revealed low diversity in the screened Indian Jatropha germplasm. Therefore, the future efforts must be made to broaden the gene pool of Jatropha for the creation of genetic diversity that can be further used for crop improvement through breeding.     

Mining and validating grape (<Emphasis Type="Italic">Vitis</Emphasis> L.) ESTs to develop EST-SSR markers for genotyping and mapping

Grape expressed sequence tags (ESTs) are a new resource for developing simple sequence repeat (SSR) functional markers for genotyping and genetic mapping. An integrated pipeline including several computational tools for SSR identification and functional annotation was developed to identify 6,447 EST-SSR sequences from a total collection of 215,609 grape ESTs retrieved from NCBI. The 6,447 EST-SSRs were further reduced to 1,701 non-redundant sequences via clustering analysis, and 1,037 of them were successfully designed with primer pairs flanking the SSR motifs. From them, 150 pairs of primers were randomly selected for PCR amplification, polymorphism and heterozygosity analysis in V. vinifera cvs. Riesling and Cabernet Sauvignon, and V. rotundifolia (muscadine grape) cvs. Summit and Noble, and 145 pairs of these primers yielded PCR products. Pairwise comparisons of loci between the parents Riesling and Cabernet Sauvignon showed that 72 were homozygous in both cultivars, while 70 loci were heterozygous in at least one cultivar of the two. Muscadine parents Noble and Summit had 90 homozygous SSR loci in both parents and contained 50 heterozygous loci in at least one of the two. These EST-SSR functional markers are a useful addition for grape genotyping and genome mapping.     

基于差减cDNA文库EST信息的月季花香突变体SSR标记的开发

在前期月季花香突变体差减文库EST序列信息的工作基础上, 文章开发出新的与花香相关的SSR标记。从正反向差减文库391条EST中检索到10条含有10个SSR的序列, SSR的检出率为2.6%, EST-SSR的重复基元共搜索到10种。利用部分EST-SSRs序列设计了6对SSR引物, 以花香突变体‘往日情怀’及其野生型‘金银岛’DNA为模板, 对引物进行筛选, 5对引物有扩增条带, 其中3对引物有特异性扩增条带。同时利用这些可扩增的引物对典型芳香和无香两组月季栽培品种进行多态性检测, 发现这5对引物均显示多态性。表明所建立的SSR标记是一种可行而有效的方法。     

普通小麦SSR和EST-SSR引物对冰草通用性的比较分析

选用定位于普通小麦7个部分同源群的534对SSR引物和351对EST-SSR引物分别对普通小麦品种‘Fukuho’和四倍体冰草‘Z559’的基因组DNA进行扩增,结果显示:有475对(89.0%)SSR引物和314对(89.5%)EST-SSR引物对‘Fukuho’能有效扩增,226对(42.3%)SSR和258对(73.5%)EST-SSR引物对‘Z559’能有效扩增,表明小麦EST-SSR对冰草的通用性明显高于SSR;扩增强带比率SSR和EST-SSR引物分别为76.1%、84.1%,说明小麦EST-SSR在冰草上扩增带的质量亦优于SSR。选择上述在‘Fukuho’和‘Z559’基因组DNA之间有多态性扩增且带谱清晰的SSR和EST-SSR引物各60对,对‘Fukuho’、‘中国春’、‘北京8号’和二、四、六倍体冰草‘Z804’、‘Z559’、‘Z1075’的基因组DNA再行PCR扩增,结果显示,40对(66.7%)SSR和22对(36.7%)EST-SSR引物在‘Fukuho’、‘中国春’和‘北京8号’间扩增产物表现多态性,且前者高于后者;50对(83.3%)SSR和52对(86.7%)EST-SSR引物在冰草‘Z804’、‘Z559’和‘Z1075’间扩增产物表现多态性,两者相当。通用性、多态性和扩增强带比率综合比较表明,普通小麦EST-SSR和SSR经筛选虽都能转用于冰草,但两者相比EST-SSR更优。     

A genetic map of 1,000 SSR and DArT markers in a wide barley cross

A high-density genetic map was developed from an F1-derived doubled haploid population generated from a cross between cultivated barley (Hordeum vulgare) and the subspecies H. vulgare ssp. spontaneum. The map comprises 1,000 loci, amplified using 536 SSR (558 loci) and 442 DArT markers. Of the SSRs, 149 markers (153 loci) were derived from barley ESTs, and 7 from wheat ESTs. A high level of polymorphism (∼70%) was observed, which facilitated the mapping of 197 SSRs for which genetic assignments had not been previously reported. Comparison with a published composite map showed a high level of co-linearity and telomeric coverage on all seven chromosomes. This map provides access to previously unmapped SSRs, improved genome coverage due to the integration of DArT and EST-SSRs and overcomes locus order issues of composite maps constructed from the alignment of several genetic maps. Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Genetic mapping and BAC assignment of EST-derived SSR markers shows non-uniform distribution of genes in the barley genome

A set of 111,090 barley expressed sequence tags (ESTs) was searched for the presence of microsatellite motifs [simple sequence repeat (SSRs)] and yielded 2,823 non-redundant SSR-containing ESTs (SSR–ESTs). From this, a set of 754 primer pairs was designed of which 525 primer pairs yielded an amplicon and as a result, 185 EST-derived microsatellite loci (EST–SSRs) were placed onto a genetic map of barley. The markers show a uniform distribution along all seven linkage groups ranging from 21 (7H) to 35 (3H) markers. Polymorphism information content values ranged from of 0.24 to 0.78 (average 0.48). To further investigate the physical distribution of the EST–SSRs in the barley genome, a bacterial artificial chromosomes (BAC) library was screened. Out of 129 markers tested, BAC addresses were obtained for 127 EST–SSR markers. Twenty-seven BACs, forming eight contigs, were hit by two or three EST–SSRs each. This unexpectedly high incidence of EST–SSRs physically linked at the sub-megabase level provides additional evidence of an uneven distribution of genes and the segmentation of the barley genome in gene-rich and gene-poor regions.Electronic Supplementary Material Supplementary material is available for this article at and is accessible for authorized users.Primer sequences for developed SSR markers are available upon request from the corresponding author (A. Graner).