Genetic diversity in European chestnut populations by means of genomic and genic microsatellite markers

Microsatellite or simple sequence repeats (SSRs) are one of the most used markers in population genetic studies. SSR markers developed from expressed sequence tags (EST) have proved useful to examine functional diversity in relation to adaptive variation. The information provided by both genomic and genic microsatellite markers could offer more accurate indication on the distribution of the genetic diversity among and within populations assuming different evolutionary drivers. This is the first study on chestnut (Castanea sativa Mill.) in which the genetic diversity was evaluated by means of genomic (SSRs) and genic (EST-SSRs) microsatellite markers. We genotyped nine natural European chestnut populations distributed throughout representative areas of contrasting climatic conditions in the Mediterranean basin. Genomic SSRs showed significantly higher levels of diversity in terms of number of alleles, effective number of alleles, expected heterozygosity and level of polymorphism. Furthermore, there were significant differences in the level of differentiation among populations. The UPGMA analysis revealed different clustering pattern between populations, being the grouping according to geographic distances in the case of genomic SSRs and two differentiated groups based on the northern–southern distribution of the populations for EST-SSRs. Furthermore, the EST-SSR transferability among related Castanea and Quercus species was stated. Our results confirm that combining genomic SSRs and EST-SSRs is a useful tool to give complementary information to explain the genetic and adaptive diversity in chestnut.     

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     

A microsatellite map of white clover

The white clover (Trifolium repens) nuclear genome (n=2x=16) is an important yet under-characterised genetic environment. We have developed simple sequence repeat (SSR) genetic markers for the white clover genome by mining an expressed sequence tag (EST) database and by isolation from enriched genomic libraries. A total of 2,086 EST-derived SSRs (EST-SSRs) were identified among 26,480 database accessions. Evaluation of 792 EST-SSR primer pairs resulted in 566 usable EST-SSRs. Of these, 335 polymorphic EST-SSRs, used in concert with 30 genomic SSRs, detected 493 loci in the white clover genome using 92 F₁ progeny from a pair cross between two highly heterozygous genotypes—364/7 and 6525/5. Map length, as estimated using the joinmap algorithm, was 1,144 cM and spanned all 16 homologues. The R (red leaf) locus was mapped to linkage group B1 and is tightly linked to the microsatellite locus prs318c. The eight homoeologous pairs of linkage groups within the white clover genome were identified using 96 homoeologous loci. Segregation distortion was detected in four areas (groups A1, D1, D2 and H2). Marker locus density varied among and within linkage groups. This is the first time EST-SSRs have been used to build a whole-genome functional map and to describe subgenome organisation in an allopolyploid species, and T. repens is the only Trifolieae species to date to be mapped exclusively with SSRs. This gene-based microsatellite map will enable the resolution of quantitative traits into Mendelian characters, the characterisation of syntenic relationships with other genomes and acceleration of white clover improvement programmes.     

Genome-Wide Identification of SSR and SNP Markers Based on Whole-Genome Re-Sequencing of a Thailand Wild Sacred Lotus (Nelumbo nucifera)

Genomic resources such as single nucleotide polymorphism (SNPs), insertions and deletions (InDels) and SSRs (simple sequence repeats) are essential for crop improvement and better utilization in genetic breeding. However, the resources for the sacred lotus (Nelumbo nucifera Gaertn.) are still limited. In the present study, to dissect large-scale genomic molecular marker resources for sacred lotus, we re-sequenced a Thailand sacred lotus cultivar ‘Chiang Mai wild lotus’ and compared with the reported lotus genome ‘Middle lake wild lotus’. A total of 3,180,059 SNPs, 328, 251 InDels and 14,191 SVs were found between the two genomes. The functional impact analyses of these SNPs indicated that they may be involved in metabolic processes, binding, catalytic activity, etc. Mining the genome sequences for SSRs showed that 191,657 SSRs were identified with a frequency of one SSR per 4.23 kb and 103,656 SSR primer pairs were designed. Furthermore, 14, 502 EST-SSRs were also indentified using the available RNA-seq data in the NCBI. A subset of 150 SSRs (genomic and EST-SSRs) was randomly selected for validation and genetic diversity analysis. The genotypes could be easily distinguished using these SSR markers and the ‘Chiang Mai wild lotus’ was obviously differentiated from the other Chinese accessions. This study provides considerable amounts of genomic resources and markers for the quantitative trait locus (QTL) identification and molecular selection of the species, which could have a potential role in various applications in sacred lotus breeding.     

Comparative analysis of population genetic structure in Athyrium distentifolium (Pteridophyta) using AFLPs and SSRs from anonymous and transcribed gene regions

To examine the performance and information content of different marker systems, comparative assessment of population genetic diversity was undertaken in nine populations of Athyrium distentifolium using nine genomic and 10 expressed sequence tag (EST) microsatellite (SSR) loci, and 265 amplified fragment length polymorphism (AFLP) loci from two primer combinations. In range-wide comparisons (European vs. North American populations), the EST-SSR loci showed more reliable amplification and produced more easily scorable bands than genomic simple sequence repeats (SSRs). Genomic SSRs showed significantly higher levels of allelic diversity than EST-SSRs, but there was a significant correlation in the rank order of population diversities revealed by both marker types. When AFLPs, genomic SSRs, and EST-SSRs are considered, comparisons of different population diversity metrics/markers revealed a mixture of significant and nonsignificant rank-order correlations. However, no hard incongruence was detected (in no pairwise comparison of populations did different marker systems or metrics detect opposingly significant different amounts of variation). Comparable population pairwise estimates of F(ST) were obtained for all marker types, but whilst absolute values for genomic and EST-SSRs were very similar (F(ST) = 0.355 and 0.342, respectively), differentiation was consistently higher for AFLPs in pairwise and global comparisons (global AFLP F(ST) = 0.496). The two AFLP primer combinations outperformed 18 SSR loci in assignment tests and discriminatory power in phenetic cluster analyses. The results from marker comparisons on A. distentifolium are discussed in the context of the few other studies on natural plant populations comparing microsatellite and AFLP variability.     

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.     

SSR and EST-SSR-based genetic linkage map of cassava (Manihot esculenta Crantz)

Simple sequence repeat (SSR) markers provide a powerful tool for genetic linkage map construction that can be applied for identification of quantitative trait loci (QTL). In this study, a total of 640 new SSR markers were developed from an enriched genomic DNA library of the cassava variety 'Huay Bong 60' and 1,500 novel expressed sequence tag-simple sequence repeat (EST-SSR) loci were developed from the Genbank database. To construct a genetic linkage map of cassava, a 100 F(1) line mapping population was developed from the cross Huay Bong 60 by 'Hanatee'. Polymorphism screening between the parental lines revealed that 199 SSRs and 168 EST-SSRs were identified as novel polymorphic markers. Combining with previously developed SSRs, we report a linkage map consisted of 510 markers encompassing 1,420.3?cM, distributed on 23 linkage groups with a mean distance between markers of 4.54?cM. Comparison analysis of the SSR order on the cassava linkage map and the cassava genome sequences allowed us to locate 284 scaffolds on the genetic map. Although the number of linkage groups reported here revealed that this F(1) genetic linkage map is not yet a saturated map, it encompassed around 88% of the cassava genome indicating that the map was almost complete. Therefore, sufficient markers now exist to encompass most of the genomes and efficiently map traits in cassava.     

Utility of EST-derived SSRs as population genetics markers in a beetle

Microsatellite, or simple sequence repeat (SSR), loci can be identified by mining expressed sequence tag (EST) databases, and where these are available, marker development time and expense can be decreased considerably over conventional strategies of probing the entire genome. However, it is unclear whether they provide information on population structure similar to that generated by anonymous genomic SSRs. We performed comparative population genetic analyses between EST-derived SSRs (EST-SSRs) and anonymous SSRs developed from genomic DNA for the same set of populations of the insect Diabrotica virgifera, a beetle in the family Chrysomelidae. Compared with noncoding, nontranscribed regions, EST-SSRs were generally less polymorphic but had reduced occurrence of null alleles and greater cross-species amplification. Neutrality tests suggested the loci were not under positive selection. Across all populations and all loci, the genomic and EST-SSRs performed similarly in estimating genetic diversity, F(IS), F(ST), population assignment and exclusion tests, and detection of distinct populations. These findings, therefore, indicate that the EST-SSRs examined can be used with confidence in future genetic studies of Diabrotica populations and suggest that EST libraries can be added as a valuable source of markers for population genetics studies in insects and other animals.     

Establishment of a microsatellite panel covering the sugi (Cryptomeria japonica) genome,and its application for localization of a male-sterile gene (ms-2)

A microsatellite (simple sequence repeat; SSR) panel for Cryptomeria japonica was established, using both newly developed and previously reported markers, to construct a frame of linkage map and facilitate localization of important genes in this species. In this study, 32 new expressed sequence tag SSRs (EST-SSRs) and 12 new genomic SSRs (gSSRs) were developed. Their average polymorphism information content (PIC) values were 0.549 and 0.776, respectively. The markers were mapped onto a high-density linkage map. The SSR panel that was established to cover the genome consisted of 46 gSSRs and 47 EST-SSRs. The number of SSR markers in each linkage group, the average map distance between loci within a linkage group, and the average PIC values in each linkage group ranged from 6 to 13, 6.77 to 19.88 and 0.475 to 0.712, respectively. The utility of the SSR panel was tested by using it to localize a male-sterile gene, ms-2. The ms-2 locus was successfully localized on the linkage group 5 using 33 SSR markers (three SSRs per linkage group) which were selected from the SSR panel based on the existence of polymorphisms and the absence of null alleles in the mapping population for ms-2. A partial linkage map surrounding the ms-2 locus was then constructed using a further 57 single nucleotide polymorphisms and three SSRs, to facilitate future development of markers tightly linked to the ms-2 locus for use in marker-assisted selection. The SSR panel covering the C. japonica genome will allow researchers to localize important genes efficiently.     

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。     

Development,characterization, validation,and mapping of SSRs derived from <Emphasis Type="Italic">Theobroma cacao</Emphasis> L.<Emphasis Type="Italic">–Moniliophthora perniciosa</Emphasis> interaction ESTs

In this study, we report results of the detection and analysis of SSR markers derived of cacao–Moniliophthora perniciosa expressed sequence tags (ESTs) in relation to cacao resistance to witches’ broom disease (WBD), and we compare the polymorphism of those ESTs (EST-simple sequence repeat (SSR)) with classical neutral SSR markers. A total of 3,487 ESTs was used in this investigation. SSRs were identified in 430 sequences: 277 from the resistant genotype TSH 1188 and 153 from the susceptible one Catongo, totalizing 505 EST-SSRs with three types of motifs: dinucleotides (72.1%), trinucleotides (27.3%), and tetranucleotides (0.6%). EST-SSRs were classified into 16 main categories; most of the EST-SSRs belonged to “Unknown function” and “No homology” categories (45.82%). 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%). Forty-nine EST-SSR primers were designed and evaluated in 21 cacao accessions, 12 revealed polymorphism, having 47 alleles in total, with an average of 3.92 alleles per locus. On the other hand, the 11 genomic SSR markers revealed a total of 47 alleles, with an average of 5.22 alleles per locus. The association of EST-SSR with the genomic SSR enhanced the analysis of genetic distance among the genotypes. Among the 12 polymorphic EST-SSR markers, two were mapped on the F₂ Sca 6 × ICS 1 population reference for WBD resistance.     

茶树EST-SSRs分布特征及引物开发

为了在茶树中开发EST-SSRs功能性标记,利用生物信息学方法对NCBI网上公开的3288奈茶树（Camellia subebsus）ESTs序列进行EST-SSRs特征分析。剔除冗余序列,得到非冗余序列2083条。在非冗余序列中发现含不同重复基元SSRs的EST序列有385条,共486个EST-SSRs,平均相隔2．10kb出现1个SSR。在2～6bp的重复基元中,二核苷酸重复基元的SSRs出现频率最高（51．97％）,其次是三核苷酸（19．55％）。对所有的重复基元类型进行统计分析发现,所占比例最高的是AG／CT（47．74％）,其次分别是AT／TA（4．73％）和AAG／CTT（4．73％）。利用Prime5软件,设计了206对EST-SSRs引物,随机选用72对引物进行SSR扩增,发现31对引物可以扩增出条带,其中29对引物具有多态性,多态性比率为93．5％。这些EST-SSRs将有助于茶树基因组学方面的研究。     

Genome-wide identification of simple sequence repeats and development of polymorphic SSR markers for genetic studies in tea plant (<Emphasis Type="Italic">Camellia sinensis</Emphasis>)

The tea plant (Camellia sinensis (L.) O. Kuntze) is one of the most popular non-alcoholic beverage crops worldwide. The availability of complete genome sequences for the Camellia sinensis var. ‘Shuchazao’ has provided the opportunity to identify all types of simple sequence repeat (SSR) markers by genome-wide scan. In this study, a total of 667,980 SSRs were identified in the ~?3.08 Gb genome, with an overall density of 216.88 SSRs/Mb. Dinucleotide repeats were predominant among microsatellites (72.25%), followed by trinucleotide repeats (15.35%), while the remaining SSRs accounted for less than 13%. The motif AG/CT (49.96%) and AT/TA (40.14%) were the most and the second most abundant among all identified SSR motifs, respectively; meanwhile, AAT/ATT (41.29%) and AAAT/ATTT (67.47%) were the most common among trinucleotides and tetranucleotides, respectively. A total of 300 primer pairs were designed to screen six tea cultivars for polymorphisms of SSR markers using the five selected repeat types of microsatellite sequences. The resulting 96 SSR markers that yielded polymorphic and unambiguous bands were further deployed on 47 tea cultivars for genetic diversity assessment, demonstrating high polymorphism of these SSR markers. Remarkably, the dendrogram revealed that the phylogenetic relationships among these tea cultivars are highly consistent with their genetic backgrounds or places of origin. The identified genome-wide SSRs and newly developed SSR markers will provide a powerful means for genetic researches in tea plant, including genetic diversity and evolutionary origin analysis, fingerprinting, QTL mapping, and marker-assisted selection for breeding.     

Genetic linkage maps of rose constructed with new microsatellite markers and locating QTL controlling flowering traits

New microsatellites markers [simple sequence repeat (SSR)] have been isolated from rose and integrated into an existing amplified fragment-length polymorphism genetic map. This new map was used to identify quantitative trait locus (QTL) controlling date of flowering and number of petals. From a rose bud expressed sequence tag (EST) database of 2,556 unigenes and a rose genomic library, 44 EST-SSRs and 20 genomic-SSR markers were developed, respectively. These new rose SSRs were used to expand genetic maps of the rose interspecific F₁ progeny. In addition, SSRs from other Rosaceae genera were also tested in the mapping progeny. Genetic maps for the two parents of the progeny were constructed using pseudo-testcross mapping strategy. The maps consist of seven linkage groups of 105 markers covering 432 cM for the maternal map and 136 markers covering 438 cM for the paternal map. Homologous relationships among linkage groups between the maternal and paternal maps were established using SSR markers. Loci controlling flowering traits were localised on genetic maps as a major gene and QTL for the number of petals and a QTL for the blooming date. New SSR markers developed in this study will provide tools for the establishment of a consensus linkage map for roses that combine traits and markers in various rose genetic maps.     

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 and population structure of Chinese wild almond, Amygdalus nana, using EST- and genomic SSRs

Amygdalus nana L., commonly known as wild almond, is an endangered wild relative of cultivated almond, which has great potential in almond crop breeding. In this study, we used microsatellite (SSR) loci derived from both expressed sequence tag (EST) and anonymous genomic sequence to explore the genetic diversity and population structure of A. nana in Xinjiang of China. Seven natural populations were collected across the whole distribution of A. nana in China, including populations from both inside (four populations) and outside (three populations) the established protected areas. A total of 22 and 19 alleles were detected from the seven pairs of EST and genomic SSR loci, respectively. Generally, the genomic SSRs showed lower levels of variation than EST-SSRs, which may partially due to the higher cross-species transferability in EST-SSRs than in genomic SSRs. The population-level genetic diversity (A = 1.84, P = 50.00%, H_o = 0.3491, H_E = 0.2271) was lower than cultivated almond and several wild fruit species with similar breeding system. Most of the genetic variation (82.16%) was partitioned within populations. In particular, the population collected from Tacheng County (outside the protected areas) had the highest levels of genetic diversity and had significantly different genetic constitution from other populations.