Discovery of EST-SSRs in lung cancer: tagged ESTs with SSRs lead to differential amino acid and protein expression patterns in cancerous tissues

Tandem repeats are found in both coding and non-coding sequences of higher organisms. These sequences can be used in cancer genetics and diagnosis to unravel the genetic basis of tumor formation and progression. In this study, a possible relationship between SSR distributions and lung cancer was studied by comparative analysis of EST-SSRs in normal and lung cancerous tissues. While the EST-SSR distribution was similar between tumorous tissues, this distribution was different between normal and tumorous tissues. Trinucleotides tandem repeats were highly different; the number of trinucleotides in ESTs of lung cancer was 3 times higher than normal tissue. Significant negative correlation between normal and cancerous tissue showed that cancerous tissue generates different types of trinucleotides. GGC and CGC were the more frequent expressed trinucleotides in cancerous tissue, but these SSRs were not expressed in normal tissue. Similar to the EST level, the expression pattern of EST-SSRs-derived amino acids was significantly different between normal and cancerous tissues. Arg, Pro, Ser, Gly, and Lys were the most abundant amino acids in cancerous tissues, and Leu, Cys, Phe, and His were significantly more abundant in normal tissues than in cancerous tissues. Next, the putative functions of triplet SSR-containing genes were analyzed. In cancerous tissue, EST-SSRs produce different types of proteins. Chromodomain helicase DNA binding proteins were one of the major protein products of EST-SSRs in the cancerous library, while these proteins were not produced from EST-SSRs in normal tissue. For the first time, the findings of this study confirmed that EST-SSRs in normal lung tissues are different than in unhealthy tissues, and tagged ESTs with SSRs cause remarkable differences in amino acid and protein expression patterns in cancerous tissue. We suggest that EST-SSRs and EST-SSRs differentially expressed in cancerous tissue may be suitable candidate markers for lung cancer diagnosis and prediction.     

Characterization of EST-SSRs in loblolly pine and spruce

In the first large study of conifer expressed sequence tag-simple sequence repeats (EST-SSRs), two large conifer EST databases were characterized for EST-SSRs. One database was from “interior spruce” (white and Engelmann spruce in Southern British Columbia) and Sitka spruce, while the other was from loblolly pine. We found 475 and 629 unique EST-SSRs in loblolly pine and spruce, respectively. 3′ ESTs contained 14% more SSRs than 5′ EST reads in loblolly pine and 41% more in spruce. Conifer EST-SSRs differed conspicuously from angiosperm EST-SSRs in several aspects. EST-SSRs were considerably less frequent in conifers (one EST-SSR every ∼50 kb) than in angiosperms (one EST-SSR every ∼20 kb). Dinucleotide repeats were the most abundant repeat class in conifers, while in angiosperms, trinucleotides were most common. Finally, the AT motif was the dominant motif recovered in both conifer species, whereas AG was the most common dinucleotide repeat in angiosperms. Also, as these EST-SSRs in conifers could be developed into useful genetic markers, our work demonstrates the value of large-scale EST sequencing projects for in-silico approaches for marker development.     

EST-SSR DNA polymorphism in durum wheat (Triticum durum L.) collections

SSRs derived from EST were molecular markers belonging to the transcribed region of the genome. Therefore, any polymorphism detected using EST-SSRs might reflect the better relationship among species or varieties. Using wheat EST-SSR markers, 60 durum wheat (Triticum durum L.) accessions from seven countries were investigated. Twenty-five primer pairs could amplify successfully in the 60 durum wheat accessions, of which tri-nucleotide repeats were the dominant type, and revealed 26 loci on all seven wheat homologous chromosome groups. A total of 87 eSSR alleles were detected, and the number of alleles detected by a single pair of primers ranged from 1 to 11, with an average of 3.3 alleles per locus. Higher numbers of alleles and PIC were identified on the B genome than those on the A genome.     

Application of functional genomic information to develop efficient EST-SSRs for the chicken (Gallus gallus)

Many years of domestication and breeding have given rise to the wide range of chicken breeds that exist today; however, an increasing number of local chicken breeds are under threat of extinction. A comprehensive characterization of chicken markers (especially type I markers) is needed to monitor and conserve genetic diversity in this species. The explosion of genomics and functional genomics information in recent years has opened new possibilities for the generation of molecular markers. We analyzed a large number of expressed sequence tags (ESTs) to test the possibility of using EST-derived microsatellite markers for investigating the Gallus gallus genome. Chromosomal locations for the majority of these SSRs were predicted. Of the 31,576 unigenes assembled from the 544,150 redundant EST sequences, 1757 SSR markers were discovered on 1544 ESTs, using the SSRLocator software, with an average density of 28.7 kb per SSR. The dimer motifs were the most frequent (46.38%), followed by trimeric (38.58%), tetrameric (10.19%), pentameric (4.5%), and hexameric (<1%) markers. Different from the case for cattle and sheep, AT/TA was the most abundant dimeric repeat, accounting for 41.71% of all dimeric repeats in the chicken ESTs. The EST-SSR distribution was not uniform among the chromosomes; the majority of the EST-SSRs were located on chromosomes GGA2 and GGA10. We found that most of the EST-SSRs are involved in positive regulation of cellular and metabolic processes. This is the first time that EST sequences have been mined to find chicken microsatellites. On average, 3.8% of the G. gallus UniGene sequences could be exploited for development of EST-SSRs, indicating a good source for molecular markers as well as for functional genome analysis.     

Characteristics, development and mapping of Gossypium hirsutum derived EST-SSRs in allotetraploid cotton

In order to construct a saturated genetic map and facilitate marker-assisted selection (MAS) breeding, it is necessary to enhance the current reservoir of known molecular markers in Gossypium. Microsatellites or simple sequence repeats (SSRs) occur in expressed sequence tags (EST) in plants (Kantety et al., Plant Mol Biol 48:501–510, 2002). Many ESTs are publicly available now and represent a good tool in developing EST-SSRs. From 13,505 ESTs developed from our two cotton fiber/ovule cDNA libraries constructed for Upland cotton, 966 (7.15%) contained one or more SSRs and from them, 489 EST-SSR primer pairs were developed. Among the EST-SSRs, 59.1% are trinucleotides, followed by dinucleotides (30%), tetranucleotides (6.4%), pentanucleotides (1.8%), and hexanucleotides (2.7%). AT/TA (18.4%) is the most frequent repeat, followed by CTT/GAA (5.3%), AG/TC (5.1%), AGA/TCT (4.9%), AGT/TCA (4.5%), and AAG/TTC (4.5%). One hundred and thirty EST-SSR loci were produced from 114 informative EST-SSR primer pairs, which generated polymorphism between our two mapping parents. Of these, 123 were integrated on our allotetraploid cotton genetic map, based on the cross [(TM-1×Hai7124)TM-1]. EST-SSR markers were distributed over 20 chromosomes and 6 linkage groups in the map. These EST-SSR markers can be used in genetic mapping, identification of quantitative trait loci (QTLs), and comparative genomics studies of cotton. Electronic Supplementary Material Supplementary material is available for this article at and is accessible for authorized users. Zhiguo Han and Changbiao Wang contributed equally to this work.     

褐飞虱EST资源的微卫星信息分析

表达序列标签（expressed sequence tags,ESTs）是开发微卫星标记的一个重要的资源。褐飞虱Nilaparvata lugens （Stål） EST序列的公布为开发EST-SSRs提供了宝贵的数据资源,本研究利用生物信息学对NCBI公共数据库中的37 398条褐飞虱ESTs序列进行EST-SSRs特征分析,得到全长为7 619 324 kb的无冗余EST 9 852条。按照3个不同的查找标准在这些序列中搜索SSR。查找结果显示：褐飞虱EST-SSRs主要重复基元以1～3碱基为主,占总EST-SSR的95％以上。在单碱基重复基元中,A/T是占优势的重复基元,在二相重复类型中,AG/CT重复基元出现的频率最多,而AAG/CTT是三相重复中占绝对优势的重复基元。在褐飞虱EST-SSRs中未查找到GC重复基元。以100 bp为参照,在3种查找标准下含有SSR的EST序列中两端侧翼序列均≥100 bp的序列分别为738,89和42个。通过分析褐飞虱EST-SSRs标记可以为褐飞虱和近缘种的SSR标记的开发提供信息,同时通过分析褐飞虱EST-SSRs的分布频率和分布特征可以为昆虫EST-SSRs的研究提供借鉴和参考。     

从公共数据库中利用数据挖掘的方法开发15条黄金鲈EST-SSR标记

黄金鲈是美国中西部地区重要的淡水经济型鱼类。TypeⅠ型标记对于比较作图和遗传学研究有相当重要的作用, 但是黄金鲈的TypeⅠ标记数量相当少。研究通过数据挖掘的方法从公共数据库中挖掘黄金鲈的TypeⅠ型即EST-SSR标记。实验结果分析了21968条EST序列, 约14.4%的序列包含不同类型的核心重复单元。CA重复是最丰富的二碱基重复单元。从中挑选62条包含SSR的EST序列设计引物, 筛选得到15对多态的微卫星位点。群体遗传学参数显示15对EST-SSR位点的等位基因数范围为4—19(平均数为9), 观测杂合度和期望杂合度的范围分别为0.103—0.929和0.116—0.934, 有4个位点偏离HWE平衡。研究得到的EST-SSR标记适用于黄金鲈的群体遗传学和基因组作图研究。     

银杏EST序列中微卫星的分布特征

本文利用从NCBI下载的21 590条银杏EST序列,分析了银杏(表达序列标签微卫星)EST-SSR在银杏EST序列的分布和比较了在不同长度EST序列中的SSR特性.在剔除冗余和低质量序列后,得到总长为5 708.385 kb的无冗余EST序列7 961条,发现了405个EST序列(5.09%)含有475个SSR,长度400-1000 bp的EST序列含SSR位点数为445个,占SSR总数的93.68%.二核苷酸和三核苷酸基元类型是银杏EST-SSR的主要类型,分别占SSR总数的73.89%和24.00%,最常见的SSR基元是:(AT)_n、(AG)_n、(AC)_n、(AAG)_n和(AAT)_n.通过对银杏EST序列中SSR位点信息的发掘分析,为有针对性地设计EST-SSR引物,开发银杏EST-SSR分子标记奠定基础.     

EST-derived genic molecular markers: development and utilization for generating an advanced transcript map of chickpea

Well-saturated linkage maps especially those based on expressed sequence tag (EST)-derived genic molecular markers (GMMs) are a pre-requisite for molecular breeding. This is especially true in important legumes such as chickpea where few simple sequence repeats (SSR) and even fewer GMM-based maps have been developed. Therefore, in this study, 2,496 ESTs were generated from chickpea seeds and utilized for the development of 487 novel EST-derived functional markers which included 125 EST-SSRs, 151 intron targeted primers (ITPs), 109 expressed sequence tag polymorphisms (ESTPs), and 102 single nucleotide polymorphisms (SNPs). Whereas EST-SSRs, ITPs, and ESTPs were developed by in silico analysis of the developed EST sequences, SNPs were identified by allele resequencing and their genotyping was performed using the Illumina GoldenGate Assay. Parental polymorphism was analyzed between C. arietinum ICC4958 and C. reticulatum PI489777, parents of the reference chickpea mapping population, using a total of 872 markers: 487 new gene-based markers developed in this study along with 385 previously published markers, of which 318 (36.5%) were found to be polymorphic and were used for genotyping. The genotypic data were integrated with the previously published data of 108 markers and an advanced linkage map was generated that contained 406 loci distributed on eight linkage groups that spanned 1,497.7 cM. The average marker density was 3.68 cM and the average number of markers per LG was 50.8. Among the mapped markers, 303 new genomic locations were defined that included 177 gene-based and 126 gSSRs (genomic SSRs) thereby producing the most advanced gene-rich map of chickpea solely based on co-dominant markers.     

小麦EST-SSRs的通用性研究

小麦EST—SSRs是一种从小麦ESTs序列中开发的新型SSR标记。根据小麦ESTs设计的597对EST—SSRs引物在小麦、玉米、水稻和大豆中的有效扩增比率分别为80％、65．8％、62．1％和58．1％。其中,255对EST—SSRs引物(42．7％)在四种作物中都能获得预期产物。序列相似性比较发现,255个通用EST—SSRs标记所对应的基因80％功能已知,其中30％与蛋白质定位相关,其余70％参与细胞代谢、转录调控、细胞发育、防御体系及其他所涉及的生理生化过程。由于不同物种间基因保守性,本研究发掘的EST—SSRs引物对于小麦功能基因组和比较基因组研究都有重要意义。     

EST databases as a source for molecular markers: lessons from Helianthus

Expressed sequence tag (EST) databases represent a potentially valuable resource for the development of molecular markers for use in evolutionary studies. Because EST-derived markers come from transcribed regions of the genome, they are likely to be conserved across a broader taxonomic range than are other sorts of markers. This paper describes a case study in which the publicly available cultivated sunflower (Helianthus annuus) EST database was used to develop simple sequence repeat (SSR) markers for use in the genetic analysis of a rare sunflower species, Helianthus verticillatus, as well as the more widespread Helianthus angustifolius. EST-derived SSRs were found to be more than 3 times as transferable across species as compared with anonymous SSRs (73% vs. 21%, respectively). Moreover, EST-SSRs whose primers were located within protein-coding sequence were more readily transferable than those derived from untranslated regions, and the former loci were no less variable than the latter. The utility of existing EST databases as a means for facilitating population genetic analyses in plants was further explored by cross-referencing publicly available EST resources against available lists of rare or invasive flowering plant taxa. This survey revealed that more than one-third of all plant-derived EST collections of sufficient size could conceivably serve as a source of EST-SSRs for the analysis of rare, endangered, or invasive plant species worldwide.     

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     

Exploiting EST databases for the development and characterization of EST-SSRs in the Pacific oyster (Crassostrea gigas)

A total of 147 microsatellite-containing expressed sequence tags (ESTs) (3.63%) were detected from 4053 ESTs of the Pacific oyster (Crassostrea gigas) in GenBank. The average density of simple sequence repeats (SSRs) was 1 per 8.25 kb of EST after redundancy elimination. Dinucleotide repeat motifs appeared to be the most abundant type. Sixteen new polymorphic EST-SSRs were developed. The number of alleles per locus varied from 3 to 12, with an average of 5.9 alleles per locus. Marker transferability was tested on 2 other Crassostrea species, and 14 loci gave successful amplifications in both species. Twenty EST-SSRs were tested on 3 families of C. gigas for examination of inheritance mode of EST-SSRs. Thirty-five tests of segregation ratios revealed 5 significant departures from expected Mendelian ratios, 4 of which confirmed Mendelian expectations when accounting for the presence of null alleles. Null alleles were detected at 3 loci (15.0%) of the 20 loci, and the frequency of null alleles at EST-SSRs was lower than that in genomic SSRs in C. gigas. The results obtained in this study suggest that C. gigas EST-SSRs will complement the currently available genomic SSR markers and may be useful for comparative mapping, marker-assisted selection, and evolutionary studies.     

Validation and comparison of microsatellite markers derived from Senegalese sole (Solea senegalensis, Kaup) genomic and expressed sequence tags libraries

In this work, we tested 100 potential new microsatellites (SSRs) equally derived from expressed sequence tag (EST) and enriched genomic-DNA libraries from Senegalese sole (Solea senegalensis, Kaup), a valuable cultured flatfish species. A final set of 69 new polymorphic microsatellites were validated after a population analysis, 37 of which corresponded to the first EST library constructed for Senegalese sole (EST-SSR). Although differences were not significant, EST sequences provided a higher proportion of quality markers (74%) than anonymous ones (64%). Most of the rejected anonymous SSRs (17 loci) were discarded because they did not generate PCR products; only one was monomorphic. On the contrary, all EST-SSRs gave PCR products, although monomorphism was more frequent (26%). Altogether, the number of alleles per locus was fairly similar in both SSR types, ranging from 2 to 19. The observed and expected heterozygosities varied from 0.105 to 1 and from 0.108 to 0.937, respectively. The main difference between the two sets was the percentage of annotated loci, being higher in EST-SSRs, as expected. Within the EST-SSRs, 46% of them showed flanking regions that significantly matched with EST sequences from other three flatfish species; however, the microsatellite itself was present only on half of these cases. These two new SSR sets constitute a suitable tool for fingerprinting, gene flow, genetic diversity, genome mapping studies and molecular-assisted breeding in this species.     

Structural characterization and mapping of functional EST-SSR markers in Theobroma cacao

Theobroma cacao L. is a major cash crop for tropical countries, providing incomes for 14 million small farmers. Establishing sustainable disease resistance and maintaining cocoa qualities are among the major objectives of breeding programs. To enrich the high-density genetic map, useful for all cocoa genetic studies, with gene-based markers, a recently produced large EST resource was mined to develop expressed sequence tag-based simple sequence repeat markers (EST-SSRs) defined in genes with a putative known function. A set of 174 polymorphic EST-SSRs was identified from a selection of 314 non-redundant EST-SSRs with a putative known function. Of them, 115 loci were mapped on the cocoa reference map. This new map contains 582 codominant markers arranged in ten linkage groups corresponding to the haploid number of chromosomes. An average interval between markers of 1.3?cM was found, with approximately one SSR every 2?cM. This new set of EST-SSRs includes 14 candidate genes for plant resistance or cocoa qualities. The percentage of polymorphic SSRs varied depending on the different gene regions from which they originated, with respectively 54%, 69%, and 82% of polymorphic EST-SSRs originating from coding sequences, and from the non-coding untranslated 5??UTR and 3??UTR regions. This new map contains a set of 384 SSR markers that are easily transferable across different mapping populations and useful for all genetic analyses in T. cacao. The new set of EST-SSRs will be a useful tool for studying the functional diversity of populations and for carrying out association mapping studies.     

Use of Comparative Genomics to Develop EST-SSRs for Red Drum (Sciaenops ocellatus)

Microsatellites physically linked to expressed sequence tags (EST-SSRs) are an important resource for linkage mapping and comparative genomics, and data mining in publicly available EST databases is a common strategy for EST-SSR discovery. At present, many species lack species-specific EST sequence data needed for the efficient characterization of EST-SSRs. This paper describes the discovery and development of EST-SSRs for red drum (Sciaenops ocellatus), an estuarine-dependent sciaenid species of economic importance in the USA and elsewhere, using a phylogenetically informed, comparative genomics approach to primer design. The approach entailed comparing existing genomic resources from species closely allied phylogenetically to red drum, with resources from more distantly related outgroup species. By taking into account the degree to which flanking regions are conserved across taxa, the efficiency of PCR primer design was increased greatly. The amplification success rate for primers designed for red drum was 100?% when using EST libraries from confamilial species and 92?% when using an EST library from a species in the same suborder. The primers developed also amplified EST-SSRs in a wide range of perciform fishes, suggesting potential use in comparative genomics. This study demonstrates that EST-SSRs can be efficiently developed for an organism when limited species-specific data are available by exploiting genomic resources from well-studied species, even those at extended phylogenetic distances.     

禾本科植物EST的研究进展

禾本科作物与人类密切相关,对其分子水平上的研究具有重要的理论和实践意义。EST技术的产生和不断完善为禾本科植物的研究带来了新的思路,迅速推动禾本科植物研究工作的进行。本文综述了EST技术在禾本科植物研究中的应用,包括EST分子标记、构建遗传学图谱、比较基因组学、发现与克隆新基因、基因表达研究以及DNA芯片技术等,并对EST在禾本科植物研究中存在的问题及应用前景进行了分析。     

SSCP-SNP-based conserved ortholog set (COS) markers for comparative genomics in cassava (Manihot esculenta crantz)

The ever increasing body of information on genomics and functional genomics from model plants, and new tools of comparative genomics, provide an opportunity to accelerate the development of molecular markers for increasing the efficiency of breeding of lesser studied crops, so-called “orphan crops.” Conserved ortholog set (COS) markers represent orthologous genes in widely divergent plant species, and are currently the principal tool of choice for comparative genomics. EST sequences of 3 drought tolerance related genes—chalcone synthase (CHS), dihydroflavonol-4-reductase (DHRF) and drought responsive element binding factor 1 (DREB-1) fromMusa sp—were used to identify cassava EST homologs that were then scanned against the Arabidopsis genome database to identify them as COS markers. The CHS and DHRF ESTs were demonstrated to be COS markers, while the DREB EST was shown to belong to a gene family. The three genes were evaluated as single strand conformation polymorphism—single nucleotide polymorphism (SSCP-SNP) markers in the parents of an F1 mapping population and subsequently in the progenies. The DHRF COS marker mapped to linkage group R of the female-derived map while the DREB-1 EST mapped at an end of the male-derived linkage group K. The CHS COS marker could not be mapped because it was not polymorphic in the parents of the mapping population. These new marker tools should accelerate the development of markers associated with genes controlling traits of agronomic interest via the candidate gene loci (CGL) QTL-mapping approach.