Development and Characterization of Simple Sequence Repeat Markers Providing Genome-Wide Coverage and High Resolution in Maize

Simple sequence repeats (SSRs) have been widely used in maize genetics and breeding, because they are co-dominant, easy to score, and highly abundant. In this study, we used whole-genome sequences from 16 maize inbreds and 1 wild relative to determine SSR abundance and to develop a set of high-density polymorphic SSR markers. A total of 264 658 SSRs were identified across the 17 genomes, with an average of 135 693 SSRs per genome. Marker density was one SSR every of 15.48 kb. (C/G)n, (AT)n, (CAG/CTG)n, and (AAAT/ATTT)n were the most frequent motifs for mono, di-, tri-, and tetra-nucleotide SSRs, respectively. SSRs were most abundant in intergenic region and least frequent in untranslated regions, as revealed by comparing SSR distributions of three representative resequenced genomes. Comparing SSR sequences and e-polymerase chain reaction analysis among the 17 tested genomes created a new database, including 111 887 SSRs, that could be develop as polymorphic markers in silico. Among these markers, 58.00, 26.09, 7.20, 3.00, 3.93, and 1.78% of them had mono, di-, tri-, tetra-, penta-, and hexa-nucleotide motifs, respectively. Polymorphic information content for 35 573 polymorphic SSRs out of 111 887 loci varied from 0.05 to 0.83, with an average of 0.31 in the 17 tested genomes. Experimental validation of polymorphic SSR markers showed that over 70% of the primer pairs could generate the target bands with length polymorphism, and these markers would be very powerful when they are used for genetic populations derived from various types of maize germplasms that were sampled for this study.     

基于转录组测序信息的水生植物蕃菜SSR标记开发

利用软件MISA对水生植物蓄菜转录组测序所获得的79536条EST序列进行分析,共检测出12319个EST—SSR位点。在蓄菜的EST—SSR中,二核苷酸和三核苷酸重复单元是主导类型,分别占总SSR的57．31％和30．87％,其中AG／CT、AAG／C1_r分别是二、三重复单元类型的优势重复基元,分别占总SSR的29．76％和8．66％。随机挑选了130对EST-SSR引物对蓄菜两个居群进行遗传多样性检测,结果发现：78对引物能扩增出清晰可分辨的条带,其中37对能成功检测出多态性,引物多态率为47．44％。这些多态性引物共检测出114个等位基因,每个位点2—6个,平均3．08个。观测杂合度（心）及预期杂合度（He）分别在0．229～1．000和0．351-0．756之间,多态信息含量PIC值在0．286～O．698之间,平均达0．495。以上研究结果表明,通过萏菜转录组测序产生的EsT数据来开发SSR标记是一种简单而高效的途径,这些新的SSR分子标记为研究苔菜的居群遗传多样性及其遗传结构提供了工具。     

基于转录组测序信息的水生植物莕菜SSR标记开发

利用软件MISA对水生植物莕菜转录组测序所获得的79536条EST序列进行分析,共检测出12319个EST-SSR位点。在莕菜的EST-SSR中,二核苷酸和三核苷酸重复单元是主导类型,分别占总SSR的57.31%和30.87%,其中AG/CT、AAG/CTT分别是二、三重复单元类型的优势重复基元,分别占总SSR的29.76%和8.66%。随机挑选了130对EST-SSR引物对莕菜两个居群进行遗传多样性检测,结果发现：78对引物能扩增出清晰可分辨的条带,其中37对能成功检测出多态性,引物多态率为 47.44%。这些多态性引物共检测出114个等位基因,每个位点2~6个,平均3.08个。观测杂合度（H_o）及预期杂合度（H_e）分别在0.229~1.000和0.351~0.756之间,多态信息含量PIC值在0.286~0.698之间,平均达0.495。以上研究结果表明,通过莕菜转录组测序产生的EST数据来开发SSR标记是一种简单而高效的途径,这些新的SSR分子标记为研究莕菜的居群遗传多样性及其遗传结构提供了工具。     

Development of Juglans Regia SSR Markers by Data Mining of the EST Database

Walnut (Juglans regia), an economically important woody plant, is widely cultivated in temperate regions for its timber and nutritional fruits. Despite abundant studies in germplasm, systemic molecular evaluations of walnut are sparsely reported mainly due to the limited molecular markers available. Expressed sequence tags (EST) provide a valuable resource for developing simple sequence repeat (SSR) markers. In this study, a total of 5,025 walnut ESTs (covering 16.41 Mb) were retrieved from the National Center for Biotechnology Information database. The SSR motifs were then analyzed by the SSRHunter software. In total, 398 SSRs were obtained with an average frequency of 1/4.08 kb. Dinucleotide (di-) repeat motifs accounted for 69.85% of all SSRs, followed by trinucleotide (tri-) with a frequency of 27.64%, while low frequency (2.51%) of tetranucleotide (tetra-) to hexanucleotide (hexa-) was observed. Meanwhile, GCA and TC motifs were prevalent among di- and tri- loci, respectively. Subsequently, a total of 123 primer pairs were designed from the non-redundant SSR-containing unigenes with the selection threshold of SSR length set to 10 bp or more. To examine the efficiency of candidate markers, seven DNA pools were collected from geographically different accessions. Results demonstrated that 41 SSR primer sets could generate high polymorphic amplification products (33.3%), and these polymorphic loci were mainly located in the 3′-untranslated region. Annotation analysis revealed that only two of these 41 loci were located inside open reading frames of characterized proteins (E ≤ 1E−30).     

A set of microsatellite markers for population genetics of leopard cat (Prionailurus bengalensis) and cross-species amplification in other felids

We describe the isolation and characterization of novel microsatellite loci from the leopard cat, Prionailurus bengalensis Kerr, 1792 (Family Felidae). Using Illumina HiSeq2500 sequencing technology, we sequenced the leopard cat genome and identified 1.5 million loci of simple sequence repeats with di- to deca-nucleotide motifs. We developed twelve polymorphic markers with tetra-nucleotide motif types after screening 35 loci for amplification and polymorphism. The observed and expected heterozygosities of the markers were 0.438 and 0.423, respectively. The number of alleles per locus ranged from 2 to 7, with a mean polymorphism information content of 0.383. Eleven loci were at Hardy-Weinberg equilibrium and no linkage disequilibrium was detected among any pairs of loci. We tested cross-species amplification of these markers across five other felids (Panthera tigris, P. pardus, P. onca, Acinonyx jubatus, and Felis catus). All loci were transferable to at least one other feline species and four amplified all five species. The microsatellite markers developed in this study will be valuable for estimating ecological parameters of populations and to establish conservation and management strategies for feline species.     

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.     

Isolation and characterization of 19 novel microsatellite loci in Rhododendron aureum and Rhododendron brachycarpum (Ericaceae)

Nineteen polymorphic microsatellite loci are described for Rhododendron aureum Georgi (Ericaceae), an endangered species in Korea, and the closely related Rhododendron brachycarpum. The sequences containing repeat motifs were identified using low-depth next generation sequencing and 148 microsatellite loci were examined for amplification success and the detection of polymorphisms. All 19 loci were polymorphic and the number of alleles for these markers varied from 4 to 25, with an average of 15 alleles per locus. Three R. aureum loci showed departure from Hardy–Weinberg equilibrium (HWE) and one R. brachycarpum locus deviated significantly from HWE. These microsatellite loci will be useful for investigating the genetic diversity and population structure of both species.     

Development and characterization of microsatellite markers for genomic analysis of yarrow (Achillea millefolium L.)

Yarrow (Achillea millefoilum L.) is an important medicinal plant with different medicinal and ornamental uses. In this study, SSR markers were developed for the first time from the genome A. millefolium using the slightly modified Hamilton protocol. Three yarrow genomic libraries were constructed, enriched for microsatellite motifs AG, AC and ATG. A total of 30 primer pairs were developed of which 16 were polymorphic in 26 A. millefolium accessions. One accession from A. tenuifolia species was also included to assess the transferability of new developed SSR primers in other species. The average allele number of SSR markers was 8.5 per locus and ranged from 2 to 14. The observed heterozygosity (H _O) varied from 0 to 0.96 with an average of 0.52 and the expected heterozygosity (H _E) ranged from 0.07 to 0.49 with an average of 0.39. Among primers, Am142 showed the highest polymorphic information content (PIC) and the lowest value was obtained from Am59 primer with an average of 0.33. Three loci (AmK59, AmK344 and AmK329) deviated significantly from Hardy-Wrinberg Equlibrium (HWE) and one locus (Am344) might have null alleles. Cluster and PCoA analyses classified A. millefolium accessions according to their geographical distribution and A. tenuifolia species completely separated from A. millefoliulm genotypes.     

Development of SSR markers by next-generation sequencing of Korean landraces of chamoe (Cucumis melo var. makuwa)

The oriental melon (Cucumis melo var. makuwa), called ‘chamoe’ in Korean, is a popular fruit crop cultivated mainly in Asia and a high-market value crop in Korea. To provide molecular breeding resources for chamoe, we developed and characterized genomic SSR markers from the preliminary Illumina read assemblies of Gotgam chamoe (one of the major landraces; KM) and SW3 (the breeding parent). Mononucleotide motifs were the most abundant type of markers, followed by di-, tri-, tetra-, and pentanucleotide motifs. The most abundant dinucleotide was AT, followed by AG and AC, and AAT was the most abundant trinucleotide motif in both assemblies. Following our SSR-marker development strategy, we designed a total of 370 primer sets. Of these, 236 primer sets were tested, exhibiting 93 % polymorphism between KM and SW3. Those polymorphic SSRs were successfully amplified in the netted and Kirkagac melons, which respectively exhibited 81 and 76 % polymorphism relative to KM, and 32 and 38 % polymorphism relative to SW3. Seven selected SSR markers with a total of 17 alleles (2–3 alleles per locus) were used to distinguish between KM, SW3, and four chamoe cultivars. Our results represent the first attempt to provide genomic resources for Korean landraces for the purposes of chamoe breeding, as well as to discover a set of SSR markers capable of discriminating chamoe varieties from Korea and the rest of Asia, which possess little genetic diversity. This study establishes a highly efficient strategy for developing SSR markers from preliminary Illumina assemblies of AT-rich genomes.     

Fast and cost-effective mining of microsatellite markers using NGS technology: an example of a Korean water deer Hydropotes inermis argyropus

Background

Microsatellites, a special class of repetitive DNA sequence, have become one of the most popular genetic markers for population/conservation genetic studies. However, its application to endangered species has been impeded by high development costs, a lack of available sequences, and technical difficulties. The water deer Hydropotes inermis is the sole existing endangered species of the subfamily Capreolinae. Although population genetics studies are urgently required for conservation management, no species-specific microsatellite marker has been reported.

Methods

We adopted next-generation sequencing (NGS) to elucidate the microsatellite markers of Korean water deer and overcome these impediments on marker developments. We performed genotyping to determine the efficiency of this method as applied to population genetics.

Results

We obtained 98 Mbp of nucleotide information from 260,467 sequence reads. A total of 20,101 di-/tri-nucleotide repeat motifs were identified; di-repeats were 5.9-fold more common than tri-repeats. [CA]_n and [AAC]_n/[AAT]_n repeats were the most frequent di- and tri-repeats, respectively. Of the 17,206 di-repeats, 12,471 microsatellite primer pairs were derived. PCR amplification of 400 primer pairs yielded 106 amplicons and 79 polymorphic markers from 20 individual Korean water deer. Polymorphic rates of the 79 new microsatellites varied from 2 to 11 alleles per locus (H_e: 0.050–0.880; H_o: 0.000–1.000), while those of known microsatellite markers transferred from cattle to Chinese water deer ranged from 4 to 6 alleles per locus (H_e: 0.279–0.714; H_o: 0.300–0.400).

Conclusions

Polymorphic microsatellite markers from Korean water deer were successfully identified using NGS without any prior sequence information and deposited into the public database. Thus, the methods described herein represent a rapid and low-cost way to investigate the population genetics of endangered/non-model species.     

Genetic diversity and biogeography of the traditional Chinese medicine, Gardenia jasminoides, based on AFLP markers

Gardenia jasminoides Ellis is used in traditional Chinese medicine (TCM) in China. Levels of genetic variation and patterns of population structure within and among eight wild or cultivated populations of G. jasminoides Ellis in China were investigated using amplified fragment length polymorphism (AFLP) markers. Of the 11 primers screened, four produced highly reproducible AFLP bands. Using these primers, 244 discernible DNA fragments were generated with 165 bands (67.6%), were polymorphic, indicating considerable genetic variation at the species level. In contrast, there were relatively low levels of polymorphism at the population level with the percentage of polymorphic bands (PPB) ranging from 36.89% to 59.43%. Genetic diversity within populations ranged from 0.2086 to 0.3108, averaging 0.2392 at the species level. A high level of genetic differentiation among populations was detected based on Nei's genetic diversity analysis (76.59%), Shannon's index analysis (64.8%) and AMOVA analysis (72.75%). No significant statistical differences (analysis of molecular variance [AMOVA], p = 0.0639) in AFLP variation were found between regions. However, the variance among populations and within populations differed significantly (p < 0.001). An indirect estimate of historical levels of gene flow (N_m = 1.7448) was consistent with the high mean genetic identity (mean I = 0.9263) found among populations. There is an association between geographic and genetic distances between populations. Presently gene change exists between populations.     

Development and characterization of microsatellite markers for the walking goby (Scartelaos viridis; Gobiidae)

Scartelaos viridis (walking goby) is a small edible fish that inhabits warm inshore environments. To provide molecular information of S. viridis, we developed and characterized microsatellite markers for this species. Using (CA)15-enriched genomic libraries of Scartelaos viridis, 44 positive clones were sequenced; 34 sequences contained multiple repeat motifs (di-, tri- and tetra-nucleotide). In all, 23 primer pairs were designed and 15 were successfully amplified. Forty-two S. viridis individuals collected from the East China Sea were used to characterize the polymorphism at each locus. Three loci (13%) were polymorphic, with three to six alleles. The observed and expected heterozygosity ranged from 0.1000 to 0.4500 and from 0.4487 to 0.7580, respectively. The polymorphism information content per locus ranged from 0.4214 to 0.7510. Three loci significantly deviated from the Hardy-Weinberg equilibrium (adjusted P value=0.017); the pairwise tests for linkage disequilibrium between Scvi-1-13 and Scvi-2-11 were significant (P<0.05, adjusted P value=0.017). The low number of polymorphic microsatellite loci may be due to the close genetic relationship of the individuals that we collected and the large size of the motifs.     

Characterization of microsatellite loci isolated from the blacktip shark and their utility in requiem and hammerhead sharks

We isolated and characterized 16 microsatellite loci from the blacktip shark, Carcharhinus limbatus, and tested cross‐species amplification in 11 Carcharhinus species and five additional shark genera. Thirty‐six (1.6%) and 180 (48%) colonies were positive for dinucleotide repeat motifs from unenriched and enriched libraries, respectively. Heterozygosities of polymorphic loci ranged from 0.04 to 0.96 with two to 22 alleles per locus. Amplification products were observed at nine to 13 loci (five to 11 of which where polymorphic) in 10 Carcharhinus species. Several loci were also polymorphic in each of the additional genera examined.     

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.     

Genome Survey Sequencing for the Characterization of the Genetic Background of Rosa roxburghii Tratt and Leaf Ascorbate Metabolism Genes

Rosa roxburghii Tratt is an important commercial horticultural crop in China that is recognized for its nutritional and medicinal values. In spite of the economic significance, genomic information on this rose species is currently unavailable. In the present research, a genome survey of R. roxburghii was carried out using next-generation sequencing (NGS) technologies. Total 30.29 Gb sequence data was obtained by HiSeq 2500 sequencing and an estimated genome size of R. roxburghii was 480.97 Mb, in which the guanine plus cytosine (GC) content was calculated to be 38.63%. All of these reads were technically assembled and a total of 627,554 contigs with a N50 length of 1.484 kb and furthermore 335,902 scaffolds with a total length of 409.36 Mb were obtained. Transposable elements (TE) sequence of 90.84 Mb which comprised 29.20% of the genome, and 167,859 simple sequence repeats (SSRs) were identified from the scaffolds. Among these, the mono-(66.30%), di-(25.67%), and tri-(6.64%) nucleotide repeats contributed to nearly 99% of the SSRs, and sequence motifs AG/CT (28.81%) and GAA/TTC (14.76%) were the most abundant among the dinucleotide and trinucleotide repeat motifs, respectively. Genome analysis predicted a total of 22,721 genes which have an average length of 2311.52 bp, an average exon length of 228.15 bp, and average intron length of 401.18 bp. Eleven genes putatively involved in ascorbate metabolism were identified and its expression in R. roxburghii leaves was validated by quantitative real-time PCR (qRT-PCR). This is the first report of genome-wide characterization of this rose species.