三年桐EST-SSR标记的开发与种质遗传多样性分析

以三年桐品种对年桐发育中的种子为材料,构建c DNA文库,获得3202个原始EST序列,经过去除冗余和低质量序列后,获得1047条非冗余单一序列,利用MISA软件从其中的173个非冗余EST序列中搜索得到212个SSR位点。其中,二核苷酸重复类型为主导(68.39%),其次是三核苷酸重复类型(25.94%),其优势基元为AG/CT(43.87%)、AT/AT(19.34%)和AGC/GCT(5.66%)。针对可设计引物的68个序列进行EST-SSR引物设计,结合PCR扩增和数据分析,鉴定出14对多态性标记,用该14对引物对169份三年桐种质资源进行遗传多样性检测,共得到41个等位基因(Na),平均每对引物扩增出2.93个等位基因,期望杂合度(He)变幅为0.08~0.63,平均值为0.33,多态性信息含量(PIC)变幅为0.08~0.56,平均值为0.3,表明14对EST-SSR标记多态性较高,能较好地反映三年桐种质的遗传多样性。三年桐种质资源按群体进行非加权配对算术平均法(UPGMA)聚类分析,群体间的相似度变幅为0.9604~0.9986,遗传距离变幅为0.0022~0.0404,表明三年桐群体间的遗传多样性相对较低,亲缘关系较近。对169份三年桐种质资源个体进行聚类分析,结果显示不同地理种源的遗传关系缺乏明显的地理结构。     

Development of EST-SSR markers for genetic diversity analysis in coconut (Cocos nucifera L.)

Molecular Biology Reports - Genetic improvement in coconut relies on exploiting the vast existing diversity among coconut accessions. Robust molecular markers are a pre-requisite for efficient...     

Development,cross-species/genera transferability of novel EST-SSR markers and their utility in revealing population structure and genetic diversity in sugarcane

Sugarcane (Saccharum spp. hybrid) with complex polyploid genome requires a large number of informative DNA markers for various applications in genetics and breeding. Despite the great advances in genomic technology, it is observed in several crop species, especially in sugarcane, the availability of molecular tools such as microsatellite markers are limited. Now-a-days EST-SSR markers are preferred to genomic SSR (gSSR) as they represent only the functional part of the genome, which can be easily associated with desired trait. The present study was taken up with a new set of 351 EST-SSRs developed from the 4085 non redundant EST sequences of two Indian sugarcane cultivars. Among these EST-SSRs, TNR containing motifs were predominant with a frequency of 51.6%. Thirty percent EST-SSRs showed homology with annotated protein. A high frequency of SSRs was found in the 5′UTR and in the ORF (about 27%) and a low frequency was observed in the 3′UTR (about 8%). Two hundred twenty-seven EST-SSRs were evaluated, in sugarcane, allied genera of sugarcane and cereals, and 134 of these have revealed polymorphism with a range of PIC value 0.12 to 0.99. The cross transferability rate ranged from 87.0% to 93.4% in Saccharum complex, 80.0% to 87.0% in allied genera, and 76.0% to 80.0% in cereals. Cloning and sequencing of EST-SSR size variant amplicons revealed that the variation in the number of repeat-units was the main source of EST-SSR fragment polymorphism. When 124 sugarcane accessions were analyzed for population structure using model-based approach, seven genetically distinct groups or admixtures thereof were observed in sugarcane. Results of principal coordinate analysis or UPGMA to evaluate genetic relationships delineated also the 124 accessions into seven groups. Thus, a high level of polymorphism adequate genetic diversity and population structure assayed with the EST-SSR markers not only suggested their utility in various applications in genetics and genomics in sugarcane but also enriched the microsatellite marker resources in sugarcane.     

Assessment of genetic diversity in the sorghum reference set using EST-SSR markers

Selection and use of genetically diverse genotypes are key factors in any crop breeding program to develop cultivars with a broad genetic base. Molecular markers play a major role in selecting diverse genotypes. In the present study, a reference set representing a wide range of sorghum genetic diversity was screened with 40 EST-SSR markers to validate both the use of these markers for genetic structure analyses and the population structure of this set. Grouping of accessions is identical in distance-based and model-based clustering methods. Genotypes were grouped primarily based on race within the geographic origins. Accessions derived from the African continent contributed 88.6 % of alleles confirming the African origin of sorghum. In total, 360 alleles were detected in the reference set with an average of 9 alleles per marker. The average PIC value was 0.5230 with a range of 0.1379–0.9483. Sub-race, guinea margaritiferum (Gma) from West Africa formed a separate cluster in close proximity to wild accessions suggesting that the Gma group represents an independent domestication event. Guineas from India and Western Africa formed two distinct clusters. Accessions belongs to the kafir race formed the most homogeneous group as observed in earlier studies. This analysis suggests that the EST-SSR markers used in the present study have greater discriminating power than the genomic SSRs. Genetic variance within the subpopulations was very high (71.7 %) suggesting that the germplasm lines included in the set are more diverse. Thus, this reference set representing the global germplasm is an ideal material for the breeding community, serving as a community resource for trait-specific allele mining as well as genome-wide association mapping.     

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.     

Development and characterization of polymorphic microsatellite markers in Rhododendron simsii (Ericaceae)

A set of 14 polymorphic microsatellite markers has been developed and characterized using FIASCO (fast isolation by AFLP of sequences containing repeats) methods for the garden plant, Rhododendron simsii Planch. Forty‐one R. simsii individuals showing large morphological differences were used to identify these markers. The total number of alleles for each locus ranged from 2 to 6, with an average value of 3.643. The expected heterozygosities and observed heterozygosities ranged from 0.137 to 0.778 and 0.000 to 0.769, respectively. Eight loci exhibited significant deviations from Hardy‐Weinberg equilibrium. Among these microsatellites, seven could successfully be transferred to four related species (R. pulchrum, R. hybrida, R. alutaceum and R. molle (Blume) G. Don). These novel microsatellite markers could be further used for assessment of genetic diversity and population structure, phylogeographic analysis and marker‐assisted selection for R. simsii and other Rhododendron species.     

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     

Development of EST-SSR markers and investigation of genetic relatedness in tung tree

The tung tree is an important non-edible oilseed source and consists of two species Vernicia fordii and Vernicia montana native to southern China and southeast Asia. In this study, the frequency and distribution of simple sequence repeats (SSRs) in expressed sequence tags (ESTs) of V. fordii were characterized based on 2,407 available EST sequences from the National Center for Biotechnology Information database. Twenty-two EST-SSR markers were developed by screening the genomic DNAs of six individuals of V. fordii from three accessions and 120 individuals of V. montana from 30 indigenous V. montana accessions collected from different geographic areas in southwestern China and northern Laos. The 22 EST-SSR markers exhibited a moderate level of polymorphism in V. montana with an average of 3.36 alleles per locus and PIC of 0.401. Genetic relatedness investigation showed that there was not only distinct genetic differentiation among tung trees but also a distinct geographic pattern among V. montana accessions. The current study is the first report of the development of EST-SSRs and genetic relatedness investigation in tung trees. These EST-SSR markers reported here will be valuable resources for future genetic studies, like construction of linkage maps, diversity analysis, quantitative trait locus/association mapping, and molecular breeding of the tung tree. The genetic relatedness identified in V. montana would provide potential clues in choosing germplasms in interest as progenitors for cross breeding and variety improvement of V. montana in practice.     

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

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.     

Assessing genetic diversity among six populations of Gossypium arboreum L. using microsatellites markers

Among the four cultivated cotton species, G. hirsutum (allotetraploid) presently holds a primary place in cultivation. Efforts to further improve this primary cotton face the constraints of its narrow genetic base due to repeated selective breeding and hence demands enrichment of diversity in the gene pool. G. arboreum (diploid species) is an invaluable genetic resource with great potential in this direction. Based on the dispersal and domestication in different directions from Indus valley, different races of G. arboreum have evolved, each having certain traits like drought and disease resistance, which the tetraploid cotton lack. Due to lack of systematic, race wise characterization of G. arboreum germplasm, it  has not been explored fully. During the present study, 100 polymorphic SSR loci were  used to genotype 95 accessions belonging to 6 races of G. arboreum producing 246 polymorphic alleles; mean number of effective alleles was 1.505. AMOVA showed 14 % of molecular variance among population groups, 34 % among individuals and remaining 52 % within individuals. UPGMA dendrogram, based on Nei’s genetic distance, distributed the six populations in two major clusters of 3 populations each; race ‘bengalense’ was found more close to ‘cernuum’ than the others. The clustering of 95 genotypes by UPGMA tree generation as well as PCoA analysis clustered ‘bengalense’ genotypes into one group along with some genotypes of ‘cernuum’, while rest of the genotypes made separate clusters. Outcomes of this research should be helpful in identifying the genotypes for their further utilization in hybridization program to obtain high level of germplasm diversity.

Electronic supplementary material

The online version of this article (doi:10.1007/s12298-015-0326-y) contains supplementary material, which is available to authorized users.     

Development of polymorphic EST-SSR markers by sequence alignment in Frankliniella occidentalis (Pergande)

The western flower thrips, Frankliniella occidentalis, is the most economically important agronomic pest within Thysanoptera because it is both a direct pest of horticulture crops and an efficient vector of plant viruses. Sixty-seven polymorphic SSR loci were identified in the contigs (containing redundant ESTs) generated by assembling 13,839 F. occidentalis ESTs from the public sequence database. Nineteen SSR markers exhibited polymorphism among 860 samples from 43 F. occidentalis populations, with alleles per SSR marker ranging from two to eight, the effective number of alleles (Ne) range from 0.73 to 2.64; the observed (Ho) and expected (He) heterozygosities ranged from 0.09 to 0.77 and 0.12 to 0.96, respectively. The PIC values were from 0.24 to 0.73. AMOVA revealed most genetic variation resided within, rather than between, greenhouse and field isolates. The Mantel test showed no significant differences between genetic and geographical distances. We demonstrated the value of mining the redundant sequences in public sequence databases for the development of polymorphic SSR markers, which can be used for better understanding population variation and spreading of the invasive pest F. occidentalis.     

Identification and validation of in silico mined polymorphic EST-SSR for genetic diversity and cross-species transferability studies in Safflower

Journal of Plant Biochemistry and Biotechnology - Safflower, an important oil seed and medicinal crop has rich genetic diversity but limited genetic resources, which could be utilized for its...     

Development of EST-SSR for preliminary analysis of genetic diversity of Cordyceps militaris

Through previous research, different populations of Cordyceps militaris were determined to have varying contents of cordyceps polysaccharides and cordycepic acid, which is involved inantioxidant activity and immune stimulation. This study aimed to exploit expressed sequence tags-simple sequence repeats (EST-SSRs) and to analyse the population genetic differentiation of C. militaris. The SSR frequency of C. militaris in ESTs was 24.3%. Mono-repeats were the most abundant motif (83.4%), and the most frequent mono-repeat was A/T (98.8%). The percentage of polymorphic bands (PPB) of the seven populations of C. militaris ranged from 11.7% to 73.7% with a mean of 34.7%.Shannon's information index ranged from 0.0576 to 0.3021 with a mean of 0.1623. The total genetic diversity of C. militaris was 0.1907, and the genetic diversity within the population was 0.1049. The coefficient of gene differentiation was 0.4500, indicating extensive genetic differentiation of this species. The mean Nei's genetic distance among the C. militaris populations was 0.1184. The UPGMA dendrogram exhibited a low correlation between the genetic and geographic distances, which can also be confirmed by the Mantel test. The high level of diversification among populations may be due to deforestation and forest fragmentation in China.     

高丹草EST-SSR标记的开发及其遗传多样性

对NCBI数据库中210 878条高粱EST序列进行处理, 得到57 498条无冗余EST序列, 经SSR搜索, 发现3 338个SSR分布于3 116条EST序列中, 分布频率为1/11.28 kb, 包括215种基元重复类型。其中三核苷酸重复最高, 占68.33%, 二核苷酸重复占17.97%。3 338条SSR序列中有1 694条序列能够设计出引物, 所占比例为50.75%。选取14对引物进行合成, 对50份高丹草、7份高粱和3份苏丹草材料进行了EST-SSR扩增, 共检测到72个等位变异, 平均每对引物检测出5.14个基因位点。每对引物多态性指数范围为0.54~0.93, 遗传距离的变化范围0.1646~0.6398。结果显示：供试材料具有较丰富的遗传多样性, 根据EST-SSR数据的聚类分析, 将供试材料按亲缘关系远近分为5大类, 来源相同的品种大致聚在一类, 呈现出一定的地域性分布规律。同时发现4个特异分子标记, 其中引物D1763只对314A和白壳苏丹草杂交后代GB-4-2高丹草审定品种产生特异性, 此标记已作为该材料的特异性标记用于种质资源的鉴定中, 同时表明, EST-SSR标记是高丹草遗传多样性及特异性研究的一种有效方法。     

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.     

Development of genome-wide SSR markers in horsegram and their use for genetic diversity and cross-transferability analysis

Horsegram [Macrotyloma uniflorum (Lam.) Verdc.] commonly known as kulthi or Madras gram is an important drought tolerant legume crop used as food and fodder in India and across the globe. Horsegram is tolerant to many biotic and abiotic stresses and considered a potential future food legume. Despite being a multiutility crop, insufficient genomic information is available in this species, which is otherwise required for genetic improvement. Hence, in the present work we used next-generation sequencing (NGS) technology for genome-wide development and characterization of novel simple sequence repeat (SSR) markers in horsegram. In all, 2458 SSR primer pairs were designed from NGS data and 117 SSRs were characterized in 48 diverse lines of horsegram. Cross-transferability of these markers was also checked in nine related legume species. The polymorphic SSRs revealed high diversity measures such as mean values of expected heterozygosity (He; 0.54), observed heterozygosity (Ho; 0.64), and polymorphism information content (PIC; 0.46). Analysis of molecular variance (AMOVA) revealed high degree of genetic variance within the populations. Dendrogram based on Jaccard’s similarity coefficient and principal component analysis (PCA) revealed two groups in the analyzed accessions. This observation was further confirmed by Bayesian genetic STRUCTURE analysis. The SSR markers developed herein can be used in diverse genetic analysis including association mapping in this crop and also in related legume crops with limited marker resources. Hence, this new SSR dataset can be useful for molecular breeding research in this underutilized pulse crop. In addition, genetic diversity estimates of analyzed germplasm can be important for devising future breeding programmes in horsegram.     

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.