Molecular characterization of an international cacao collection using microsatellite markers

Plant germplasm collections invariably contain varying levels of genetic redundancy, which hinders the efficient conservation and utilization of plant germplasm. Reduction of genetic redundancies is an essential step to improve the accuracy and efficiency of genebank management. The present study targeted the assessment of genetic redundancy and genetic structure in an international cacao (Theobroma cacao L.) collection maintained in Costa Rica. A total of 688 cacao accessions maintained in this collection were genotyped with 15 simple sequence repeat (SSR) loci, using a capillary electrophoresis genotyping system. The SSR markers provided a high resolution among the accessions. Thirty-six synonymously labeled sets, involving 135 accessions were identified based on the matching of multilocus SSR profiles. After the elimination of synonymous sets, the level of redundancy caused by closely related accessions in the collection was assessed using a simulated sampling scheme that compared allelic diversity in different sample sizes. The result of the simulation suggested that a random sample of 113 accessions could capture 90% of the total allelic diversity in this collection. Principal Coordinate Analysis revealed that the Trinitario hybrids from Costa Rica shared a high similarity among groups as well as among individual accessions. The analysis of the genetic structure illustrated that the within-country/within-region difference accounted for 84.6% of the total molecular variation whereas the among-country/among-region difference accounted for 15.4%. The Brazilian germplasm contributed most to this collection in terms of total alleles and private alleles. The intercountry/interregion relationship by cluster analysis largely agreed with the geographical origin of each germplasm group and supported the hypothesis that the Upper Amazon region is the center of diversity for cacao. The results of the present study indicated that the CATIE International Cacao Collection contains a high level of genetic redundancy. It should be possible to rationalize this collection by reducing redundancy and ensuring optimal representation of the genetic diversity from distinct germplasm groups. The results also demonstrated that SSR markers, together with the statistical tools for individual identification and redundancy assessment, are technically practical and sufficiently informative to assist the management of a tropical plant germplasm collection.     

Mapping of rabbit microsatellite markers using chromosome-specific libraries

Recently, rabbit microsatellite markers were developed from a chromosome 1-specific library, and seven new markers were incorporated into the genetic map of the rabbit. We have now developed microsatellite markers from chromosomes 3-, 5-, 6-, 7-, 12-, and 19-specific libraries. Linkage analysis was performed with use of these new markers, five recently physically mapped markers (PMP2, TCRB, ALOX15, MT1, and Sol33), microsatellite markers located in the HBA gene cluster, the MHC region and FABP6 gene, and seven biochemical markers (Es-1, Es-3, Est-2, Est-4, Est-6, Est-X, and HP). This analysis enabled us to verify the specificity of the libraries and to determine the position and orientation of the linkage groups on the chromosomes.     

Microsatellite markers developed from Theobroma cacao L. expressed sequence tags

Theobroma cacao L. expressed sequence tags (ESTs) were converted into useful genetic markers for fingerprinting individuals and genetic linkage mapping. Primers were designed to microsatellite‐containing ESTs. Twenty‐two T. cacao accessions, parents of various mapping populations segregating for disease resistance and crop yield characteristics, were tested. Twenty‐seven informative loci were discovered with 26 primer pairs. The number of detected alleles ranged from two to 11 and averaged 4.4 per locus. All 27 markers could be mapped into at least one of the existing F₁ or F₂ populations segregating for agronomically important traits.     

Development of simple sequence repeat markers for bermudagrass from its expressed sequence tag sequences and preexisting sorghum SSR markers

Bermudagrass (Cynodon spp.) is extensively cultivated for forage and turf in the the southern United States and in parts of Asia, Africa, southern Europe, Australia and South America. However, few simple sequence repeat (SSR) markers are available for bermudagrass genetics research. Accordingly, the objective of this study was to develop SSR markers in bermudagrass by transferring sorghum genomic SSR primers and by exploring bermudagrass expressed sequence tags (ESTs) from the National Center for Biotechnology Information (NCBI) database. The transferability of 354 tested sorghum SSRs was 57% to C. transvaalensis T577 (2n = 2x = 18), 27% to C. dactylon Tifton 10 (2n = 6x = 54) and 22% to Zebra (2n = 4x = 36). Among the transferred SSRs, 65 primer pairs generated reproducible SSR bands across the three genotypes. From 20,237 Cynodon ESTs at NCBI, 303 designed SSR primer pairs amplified target bands in at least one of C. dactylon var. aridus (2n = 2x = 18), C. transvaalensis T577, C. dactylon cv. Tifton 10, and C. dactylon var. dactylon Zebra. Of the effective EST SSRs, 230 primer pairs produced reproducible bands in all four genotypes. The study demonstrated that EST sequences and sorghum SSR primers are useful sources for the development of SSR markers for bermudagrass. The developed SSR markers will make a valuable contribution to the molecular identification of commercial cultivars, construction of genetic maps, and marker-assisted breeding in bermudagrass.     

Development and evaluation of expressed sequence tag-derived microsatellite markers for hop genotyping

The use of expressed sequence tag-simple sequence repeat (EST-SSR) markers might reflect the better relationship among species or cultivars than markers previously used. The first set of 30 EST-SSR was developed in hop (Humulus lupulus L.). They represent 25 gene loci with total of 1268 EST sequences. They were used for characterization of 11 hop samples and cross-amplification in Humulus japonicus Sieb. et Zucc. The number of alleles per locus ranged from two to nine. The observed and expected heterozygosities ranged from 0.182 to 0.956 and from 0.233 to 0.775, respectively. We used EST-SSR markers for cluster analysis of hop genotypes. Dendrogram well matched with genealogical and geographical data for hop genotypes.     

Development of expressed sequence tag-derived microsatellite markers for the sea urchin Hemicentrotus pulcherrimus

The first set of 15 expressed sequence tag-simple sequence repeat markers was developed in sea urchin Hemicentrotus pulcherrimus. Number of alleles per locus ranged from two to 17. The observed and expected heterozygosities ranged from 0.022 to 0.911 and from 0.022 to 0.916, respectively. These informative marker loci will be useful for the assessment of genetic variation and population structure of this species.     

Redundancy based detection of sequence polymorphisms in expressed sequence tag data using autoSNP

AutoSNP is a program to detect single nucleotide polymorphisms (SNPs) and insertion/deletion polymorphisms (indels) in expressed sequence tag (EST) data. The program uses d2cluster and cap3 to cluster and align EST sequences, and uses redundancy to differentiate between candidate SNPs and sequence errors. Candidate polymorphisms are identified as occurring in multiple reads within an alignment. For each candidate SNP, two measures of confidence are calculated, the redundancy of the polymorphism at a SNP locus and the co segregation of the candidate SNP with other SNPs in the alignment. AVAILABILITY: The program was written in PERL and is freely available to non-commercial users by request from the authors.     

Identification and characterization of simple sequence repeat markers from a glandular Origanum vulgare expressed sequence tag

Oregano (Origanum vulgare) and marjoram (Origanum majorana) are two sensorial distinct spices within the genus Origanum (Lamiaceae). Simple sequence repeat (SSR) markers were developed from expressed sequence tags (ESTs) of essential oil glands of O. vulgare. Thirteen EST-SSR loci were evaluated using 20 individual plants of O. vulgare and 19 plants of Origanum majorana. The number of alleles per locus ranged from one to four. All loci developed from O. vulgare successfully cross-amplified in O. majorana.     

A blackberry (Rubus L.) expressed sequence tag library for the development of simple sequence repeat markers

Background

The recent development of novel repeat-fruiting types of blackberry (Rubus L.) cultivars, combined with a long history of morphological marker-assisted selection for thornlessness by blackberry breeders, has given rise to increased interest in using molecular markers to facilitate blackberry breeding. Yet no genetic maps, molecular markers, or even sequences exist specifically for cultivated blackberry. The purpose of this study is to begin development of these tools by generating and annotating the first blackberry expressed sequence tag (EST) library, designing primers from the ESTs to amplify regions containing simple sequence repeats (SSR), and testing the usefulness of a subset of the EST-SSRs with two blackberry cultivars.

Results

A cDNA library of 18,432 clones was generated from expanding leaf tissue of the cultivar Merton Thornless, a progenitor of many thornless commercial cultivars. Among the most abundantly expressed of the 3,000 genes annotated were those involved with energy, cell structure, and defense. From individual sequences containing SSRs, 673 primer pairs were designed. Of a randomly chosen set of 33 primer pairs tested with two blackberry cultivars, 10 detected an average of 1.9 polymorphic PCR products.

Conclusion

This rate predicts that this library may yield as many as 940 SSR primer pairs detecting 1,786 polymorphisms. This may be sufficient to generate a genetic map that can be used to associate molecular markers with phenotypic traits, making possible molecular marker-assisted breeding to compliment existing morphological marker-assisted breeding in blackberry.     

Assembly and functional expression of murine glutathione reductase cDNA: a sequence missing in expressed sequence tag libraries

Glutathione reductase (GR) is a chemotherapeutic target. Murine GRcDNA, which contains 85% GC in the 38 codons following the start codon, was assembled from the PCR-amplified exon 1 and a downstream cDNA prior to expression in Escherichia coli as a His(6)-tagged protein. Recombinant GR, an FAD-containing homodimer, corresponds in its enzymic and spectral properties to GR isolated from murine Ehrlich ascites tumor cells. Another cDNA, representing GR with a mitochondrial targeting sequence, yielded two distinct enzymically active expression products.     

Analysis of Schistosoma mansoni genes using the expressed sequence tag approach

Expressed sequence tags (ESTs) are partial cDNA sequences read from both ends of random expressed gene fragments used for discovering new genes. DNA libraries from four different developmental stages of Schistosoma mansoni used in this study generated 141 ESTs representing about 2.5% of S. mansoni sequences in dbEST. Sequencing was done by the dideoxy chain termination method. The sequences were submitted to GenBank for homology searching in nonredundant databases using Basic Local Alignment Search Tool for DNA (BLASTN) alignment and for protein (BLASTX) alignment at the National Center for Biotechnology Information (NCBI). Among submitted ESTs, 29 were derived from lambdagt11 sporocyst library, 70 from lambdaZap adult worm library, 31 from lambdaZap cercarial library, and 11 from lambdaZap female B worm library. Homology search revealed that eight (5.6%) ESTs shared homology to previously identified S.mansoni genes in dbEST, 15 (10.6%) are homologous to known genes in other organisms, 116 (81.7%) showed no significant sequence homology in the databases, and the remaining sequences (2.1%) showed low homologies to rRNA or mitochondrial DNA sequences. Thus, among the 141 ESTs studied, 116 sequences are derived from noval, uncharactarized S. mansoni genes. Those 116 ESTs are important for identification of coding regions in the sequences, helping in mapping of schistosome genome, and identifying genes of immunological and pharmacological significance.     

Mining for single nucleotide polymorphisms and insertions/deletions in maize expressed sequence tag data

We have developed a computer based method to identify candidate single nucleotide polymorphisms (SNPs) and small insertions/deletions from expressed sequence tag data. Using a redundancy-based approach, valid SNPs are distinguished from erroneous sequence by their representation multiple times in an alignment of sequence reads. A second measure of validity was also calculated based on the cosegregation of the SNP pattern between multiple SNP loci in an alignment. The utility of this method was demonstrated by applying it to 102,551 maize (Zea mays) expressed sequence tag sequences. A total of 14,832 candidate polymorphisms were identified with an SNP redundancy score of two or greater. Segregation of these SNPs with haplotype indicates that candidate SNPs with high redundancy and cosegregation confidence scores are likely to represent true SNPs. This was confirmed by validation of 264 candidate SNPs from 27 loci, with a range of redundancy and cosegregation scores, in four inbred maize lines. The SNP transition/transversion ratio and insertion/deletion size frequencies correspond to those observed by direct sequencing methods of SNP discovery and suggest that the majority of predicted SNPs and insertion/deletions identified using this approach represent true genetic variation in maize.     

Confirming single nucleotide polymorphisms from expressed sequence tag datasets derived from three cattle cDNA libraries

Using the Phred/Phrap/Polyphred/Consed pipeline established in the National Livestock Research Institute of Korea, we predicted candidate coding single nucleotide polymorphisms (cSNPs) from 7,600 expressed sequence tags (ESTs) derived from three cDNA libraries (liver, M. longissimus dorsi, and intermuscular fat) of Hanwoo (Korean native cattle) steers. From the 7,600 ESTs, 829 contigs comprising more than two EST reads were assembled using the Phrap assembler. Based on the contig analysis, 201 candidate cSNPs were identified in 129 contigs, in which transitions (69%) outnumbered transversions (31%). To verify whether the predicted cSNPs are real, 17 SNPs involved in lipid and energy metabolism were selected from the ESTs. Twelve of these were confirmed to be real while five were identified as artifacts, possibly due to expressed sequence tag sequence error. Further analysis of the 12 verified cSNPs was performed using the program BLASTX. Five were identified as nonsynonymous cSNPs, five were synonymous cSNPs, and two SNPs were located in 3'-UTRs. Our data indicated that a relatively high SNP prediction rate (71%) from a large EST database could produce abundant cSNPs rapidly, which can be used as valuable genetic markers in cattle.     

Assessing genetic diversity of cotton cultivars using genomic and newly developed expressed sequence tag-derived microsatellite markers

Estimations of genetic diversity and of relationships between varieties are crucial for cotton breeding. The genetic diversity of 59 core cotton cultivars, most of which were collected from China's main cotton-growing areas, was analyzed based on genomic and newly developed expressed sequence tag-derived microsatellite markers, using total DNA extracted from fresh leaf tissue. Three hundred and two fragments were detected, of which 255 were polymorphic. The number of amplification products generated by each primer varied from 2 to 14, with a mean of 5.08 bands/primer. The polymorphism information content was 0.50 to 0.90, with a mean of 0.80. The genetic similarity coefficients were calculated and dendrograms were constructed by the unweighted pair group with arithmetic mean method; the resulting distance matrix gave a dendrogram with four main clusters. Some cultivars with similar pedigrees could be clustered. For example, Zhong206 and Shanmian4, both derived from Deltapine15, were clustered. The genetic similarity coefficient of the 59 core cultivars ranged from 0.53 to 0.99, with a mean of 0.72, indicating that there was a relatively high level of genetic variation.     

Strategies and computational tools for improving randomized protein libraries

In the last decade, directed evolution has become a routine approach for engineering proteins with novel or altered properties. Concurrently, a trend away from purely 'blind' randomization strategies and towards more 'semi-rational' approaches has also become apparent. In this review, we discuss ways in which structural information and predictive computational tools are playing an increasingly important role in guiding the design of randomized libraries: web servers such as ConSurf-HSSP and SCHEMA allow the prediction of sites to target for producing functional variants, while algorithms such as GLUE, PEDEL and DRIVeR are useful for estimating library completeness and diversity. In addition, we review recent methodological developments that facilitate the construction of unbiased libraries, which are inherently more diverse than biased libraries and therefore more likely to yield improved variants.