EST技术及其在哺乳动物早期胚胎研究中的应用

EST(expressed sequence tags ,EST) 是一段长约150～500 bp的基因表达的外源序列片段,是由大规模随机挑取的cDNA克隆测序得到的组织或细胞基因组的表达序列标签。一个EST代表生物某一时期的某种组织或细胞的一个表达基因。本文主要综述了EST技术的原理方法,哺乳动物早期胚胎研究的理论基础以及EST技术在早期胚胎研究方面的应用,并讨论了利用EST进行研究分析的发展趋势。     

Partial sequence analysis of randomly selected watermelon [Citrullus lanantus (Thunb.) Mansf.] cDNA clones

An expressed sequence tag (EST) is simply a segment of a sequence over 150 bp from a randomly selected cDNA. EST helps to quickly identify functions of expressed genes and to understand the complexity of gene expression with database comparison. Sequencing of random cDNA clones can be applicable to discovery of new genes, mapping of the genome, identification of coding regions in genomic sequences, and antisense method. To accomplish these goals, in this research, randomly selected cDNA sequencing was performed with watermelon plant. Among 30 clones picked up and analyzed, all clones had an insert length over 0.5 kb. The average size of insert was about 1.3 kb. The size range of most cDNA insert was 1.0–2.0 kb. For sequence comparison, data from the coding region at 5′ end of selected cDNA should be much more informative than those from the untranslated 3′ tail. Thirty clones were sequenced from one end (5′ end). Of these, 29 had no poly (A) tail in this direction, while only one was inverted. Thus, this library is over 96% unidirectional. Two clones had homologies to ribulose bisphosphate carboxylase/oxigenase (Rubisco) small subunit precursor gene. Thirteen cDNAs had high degree of sequence similarity to genes from other organisms. The remaining cDNA clones seem to be new genes not only in watermelon but also in all organisms.     

Identification and analysis of expressed sequence tags present in xylem tissues of kelampayan (Neolamarckia cadamba (Roxb.) Bosser)

The large-scale genomic resource for kelampayan was generated from a developing xylem cDNA library. A total of 6,622 high quality expressed sequence tags (ESTs) were generated through high-throughput 5’ EST sequencing of cDNA clones. The ESTs were analyzed and assembled to generate 4,728 xylogenesis unigenes distributed in 2,100 contigs and 2,628 singletons. About 59.3 % of the ESTs were assigned with putative identifications whereas 40.7 % of the sequences showed no significant similarity to any sequences in GenBank. Interestingly, most genes involved in lignin biosynthesis and several other cell wall biosynthesis genes were identified in the kelampayan EST database. The identified genes in this study will be candidates for functional genomics and association genetic studies in kelampayan aiming at the production of high value forests.     

The gene expression profile of Bombyx mori silkgland

During prepupal stage, the genes expression in silkgland is considered as a model for gene expression and regulation of eukaryotes. Aiming to comprehensively interpret gene expression profile in the silkgland, we collected all currently available EST, complete cDNA and protein expression information and other gene expression testing data published before, and explored their roles in their function pathways level. With the analysis of interaction between the known proteins and putative bio-macromolecules partners in silico, we list our prediction results in the form of pathway classification and test some of their expressions by experiments.     

应用生物信息学技术对植物表达序列标签(EST)的大规模分析

目前 ,一些基因组较小的植物 (如拟南芥 ,水稻等 )的全基因组已经基本完成测序 ,较大基因组的测序工作则主要集中在基因组中表达基因的测序上 ,表达序列标签 (EST)计划由此产生。研究表明 ,对EST进行大规模研究已成为功能基因组学研究的最佳途经之一。本文着重介绍和讨论应用生物信息学技术对植物EST数据的大规模分析。     

Development of Polymorphic EST Markers Suitable for Genetic Linkage Mapping of Catfish

Expressed sequence tag (EST) markers are important for gene mapping and for marker-assisted selection (MAS). To develop EST markers for use in catfish gene mapping, 100 randomly picked complementary DNAs from the channel catfish (Ictalurus punctatus) pituitary library were sequenced. The EST sequences were used to design primers to amplify channel catfish and blue catfish (I. furcatus) genomic DNAs. Polymerase chain reaction products of the ESTs were analyzed to determine length polymorphism between the channel catfish and blue catfish. Eleven polymorphic EST markers were identified. Five of the 11 EST markers were from known genes and the other six were from unidentified ESTs. Seven ESTs were found to be associated with microsatellite sequences. Analysis of channel catfish gene sequences indicated highly biased codon usage, with 16 codons being preferably used. These codons were more preferably used in highly expressed ribosomal protein genes and in highly expressed pituitary hormone genes. G/C-rich codons are less used in channel catfish than those in other vertebrates suggesting AT-richness of the channel catfish genome. Received June 29, 1998; accepted March 29, 1999.     

A survey of genes in Eimeria tenella merozoites by EST sequencing

A study of about 500 expressed sequence tags (ESTs), derived from a merozoite cDNA library, was initiated as an approach to generate a larger pool of gene information on Eimeria tenella. Of the ESTs, 47.7% had matches with entries in the databases, including ribosomal proteins, metabolic enzymes and proteins with other functions, of which 14.3% represented previously known E. tenella genes. Thus over 50% of the ESTs had no significant database matches. The E. tenella EST dataset contained a range of highly abundant genes comparable with that found in the EST dataset of T. gondii and may thus reflect the importance of such molecules in the biology of the apicomplexan organisms. However, comparison of the two datasets revealed very few homologies between sequences of apical organelle molecules, and provides evidence for sequence divergence between these closely-related parasites. The data presented underpin the potential value of the EST strategy for the discovery of novel genes and may allow for a more rapid increase in the knowledge and understanding of gene expression in the merozoite life cycle stage of Eimeria spp.     

ESMP: A high-throughput computational pipeline for mining SSR markers from ESTs

With the advent of high-throughput sequencing technology, sequences from many genomes are being deposited to public databases at a brisk rate. Open access to large amount of expressed sequence tag (EST) data in the public databases has provided a powerful platform for simple sequence repeat (SSR) development in species where sequence information is not available. SSRs are markers of choice for their high reproducibility, abundant polymorphism and high inter-specific transferability. The mining of SSRs from ESTs requires different high-throughput computational tools that need to be executed individually which are computationally intensive and time consuming. To reduce the time lag and to streamline the cumbersome process of SSR mining from ESTs, we have developed a user-friendly, web-based EST-SSR pipeline "EST-SSR-MARKER PIPELINE (ESMP)". This pipeline integrates EST pre-processing, clustering, assembly and subsequently mining of SSRs from assembled EST sequences. The mining of SSRs from ESTs provides valuable information on the abundance of SSRs in ESTs and will facilitate the development of markers for genetic analysis and related applications such as marker-assisted breeding. AVAILABILITY: The database is available for free at http://bioinfo.aau.ac.in/ESMP.     

Parasite genome initiatives

During 1993-1994, scientists from developing and developed countries planned and initiated a number of parasite genome projects and several consortiums for the mapping and sequencing of these medium-sized genomes were established, often based on already ongoing scientific collaborations. Financial and other support came from WHO/TDR, Wellcome Trust and other funding agencies. Thus, the genomes of Plasmodium falciparum, Schistosoma mansoni, Trypanosoma cruzi, Leishmania major, Trypanosoma brucei, Brugia malayi and other pathogenic nematodes are now under study. From an initial phase of network formation, mapping efforts and resource building (EST, GSS, phage, cosmid, BAC and YAC library constructions), sequencing was initiated in gene discovery projects but soon also on a small chromosome, and now on a fully fledged genome scale. Proteomics, functional analysis, genetic manipulation and microarray analysis are ongoing to different degrees in the respective genome initiatives, and as the funding for the whole genome sequencing becomes secured, most of the participating laboratories, apart from larger sequencing centres, become oriented to post-genomics. Bioinformatics networks are being expanded, including in developing countries, for data mining, annotation and in-depth analysis.     

Gene expression profile of human bone marrow stromal cells: high-throughput expressed sequence tag sequencing analysis

Human bone marrow stromal cells (HBMSC) are pluripotent cells with the potential to differentiate into osteoblasts, chondrocytes, myelosupportive stroma, and marrow adipocytes. We used high-throughput DNA sequencing analysis to generate 4258 single-pass sequencing reactions (known as expressed sequence tags, or ESTs) obtained from the 5' (97) and 3' (4161) ends of human cDNA clones from a HBMSC cDNA library. Our goal was to obtain tag sequences from the maximum number of possible genes and to deposit them in the publicly accessible database for ESTs (dbEST of the National Center for Biotechnology Information). Comparisons of our EST sequencing data with nonredundant human mRNA and protein databases showed that the ESTs represent 1860 gene clusters. The EST sequencing data analysis showed 60 novel genes found only in this cDNA library after BLAST analysis against 3.0 million ESTs in NCBI's dbEST database. The BLAST search also showed the identified ESTs that have close homology to known genes, which suggests that these may be newly recognized members of known gene families. The gene expression profile of this cell type is revealed by analyzing both the frequency with which a message is encountered and the functional categorization of expressed sequences. Comparing an EST sequence with the human genomic sequence database enables assignment of an EST to a specific chromosomal region (a process called digital gene localization) and often enables immediate partial determination of intron/exon boundaries within the genomic structure. It is expected that high-throughput EST sequencing and data mining analysis will greatly promote our understanding of gene expression in these cells and of growth and development of the skeleton.     

Generation and characterization of 24 novel EST derived microsatellites from tea plant (Camellia sinensis) and cross-species amplification in its closely related species and varieties

A total of 31 expressed sequence tag (EST)-derived polymorphic microsatellites from tea plant, Camellia sinensis (L.) O. Kuntze, were generated and characterized using the ESTs of the author’s EST sequencing project and other sources. A set of 40 accessions tea germplasms had been used to examine the diversity. Among the 31 microsatellite loci, 24 had two to eight polymorphic alleles. Observed heterozygosity (H _o) were relatively higher (on an average of 0.533), varying from 0.175 (primer 21) to 0.950 (primer 228). Cross-species polymorphic amplification in other four species and two varieties of section Thea (L.) Dyer genus Camellia L. was successful for the 24 loci. Contribution of the 24 novel EST-SSR primers presented here will provide necessary and powerful molecular tools for management and conservation studies on the tea germplasms in the future. Li-Ping Zhao and Zhen Liu contributed equally to this work.     

Transcriptome study in China

The Chinese genome project was initiated in 1993 with the goal of contributing 1% to the Human Genome Program. The study of gene expression profiles with cDNA microarrays, and large-scale sequencing and analysis of 130928 expressed sequence tags (ESTs), allowed isolation and characterization of over 1000 novel full-length human cDNAs derived from human hematopoietic stem/progenitor cells, neuroendocrine tissues, liver, and cardiovascular cells. In addition, EST sequencing for model organisms, including rat, zebrafish, Schistosoma japonicum and rice was performed, aiming at identifying genes associated with physiological and/or pathological characteristics.     

Expressed sequence tags and their application for plant research

Expressed Sequence Tags (ESTs) are short, usually unedited sequences obtained by single-pass sequencing of cDNA clones from any cDNA library. Analyzing and comparing ESTs can provide information on gene expression, function and evolution. Large-scale EST sequencing has become an attractive alternative to plant genome sequencing. Currently, plant EST collections comprise over 3.8 million sequences from about 200 species. They have proved to be a valuable tool for gene discovery and plant metabolism analysis. Several plant-specific EST databases have been created which provide access to sequence data and bioinformatics-based tools for data mining. Searching EST collections allows pre-selection of genes for preparing cDNA arrays, targeted to bring maximum information on specialized processes, like stress response, symbiotic nitrogen fixation etc. Also, ESt-based molecular markers such as SNP, SSR, and indels are fast developing tools for breeders and researchers.