Gene expression profile of rabbit cartilage by expressed sequence tag analysis

Although the rabbit is commonly used as an animal model for the in vivo study of cartilage formation or regeneration, genetic approaches to the rabbit cartilage are rare. We constructed an expressed sequence tag (EST) library from rabbit cartilage tissue for the first time to establish the foundations for genetic study on rabbit cartilage. From our results, we identified 2387 unique genes among 4885 clones, corresponding to 1839 matched to characterized genes including 1618 genes with known function and 548 uncharacterized and novel genes. Gene expression profiles based on EST frequency show that type II collagen (COL2A1) and type X collagen (COL10A1) among collagen clones, proteoglycan 4 (PRG4) and decorin (DCN) among proteoglycan clones, and cartilage oligomeric matrix protein (COMP) and matrix Gla protein (MGP) among other extracellular matrix clones, are highly expressed in rabbit cartilage. In addition, gene expression analysis based on real-time PCR of these major extracellular matrix constituents showed that expression of col2a1 and col10a1 remains constant whereas the expression of prg4, dcn, and comp reveals substantial change with rabbit age. This EST library will provide a valuable resource with which to identify genes involved in the biochemical and physiological functions of rabbit cartilage, and will contribute to establishing the rabbit as an animal model for cartilage research.     

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 of 919 expressed sequence tags from immature flower buds and gene expression analysis using expressed sequence tags in the model plant Lotus japonicus

Lotus japonicus has received increased attention as a potential model legume plant. In order to study gene expression in reproductive organs and to identify genes that play a crucial function in sexual reproduction, we constructed a cDNA library from immature flower buds containing anthers at the stage of developing tapetum cells in L. japonicus, and characterized 919 expressed sequence tags (ESTs) randomly selected from a cDNA library of the immature flower buds. The 919 ESTs analyzed were clustered into 821 non-redundant EST groups. As a result of a database search, 436 groups (53%) out of the 821 groups showed sequence similarity to genes registered in the public database. Out of these 436 groups, 109 groups showed similarity to genes encoding hypothetical proteins whose function had not yet been estimated. Three hundred eighty five groups (47%) showed no significant homology to known sequences and were classified as novel sequences. A comparison of 821 non-redundant EST sequences and EST sequences derived from the whole plant L. japonicus revealed that 474 EST sequences derived from immature flower buds were not found in the EST sequences of the whole plant. In order to confirm the expression pattern of potential reproductive-organ specific EST clones, nine clones, which were not matched to ESTs derived from the whole plant, were selected, and RT-PCR analysis was performed on these clones. As a result of RT-PCR, we found two novel anther specific clones. One clone was homologous to a gene encoding human cleft lip and palate associated transmembrane protein (CLPTM1) like protein, and the other clone did not show a significant similarity to any genes deposited in the public database. These results indicate that ESTs analyzed here represent a valuable resource for finding reproductive-organ specific genes in Lotus japonicus.     

Microarray analysis of expressed sequence tags from haustoria of the rust fungus Uromyces fabae

Rust fungi are plant parasites which colonise host tissue with an intercellular mycelium that forms haustoria within living plant cells. To identify genes expressed during biotrophic growth, EST sequencing was performed with a haustorium-specific cDNA library from Uromyces fabae. One thousand seventeen ESTs were generated, which assembled into 530 contigs. Several of the most frequently represented sequences in the EST database were identical to the in planta induced genes (PIGs) identified previously (Hahn, M., Mendgen, K., 1997. Characterisation of in planta-induced rust genes isolated from a haustorium-specific cDNA library, Mol. Plant-Microbe Interact. 10, 427-437). Virus-encoded sequences were identified, providing evidence for two novel RNA mycoviruses in U. fabae. Microarray hybridisation revealed many cDNAs that were significantly activated in rust-infected leaves compared to germinated uredospores. Very strong in planta expression was found for two PIGs encoding putative metallothioneins. Furthermore, several genes involved in ribosome biogenesis and translation, glycolysis, amino acid metabolism, stress response, and detoxification showed an increased expression in the parasitic mycelium. These data indicate a strong shift in gene expression in rust fungi between germination and the biotrophic stage of development.     

Expressed sequence tag analysis of expression profiles of zebrafish testis and ovary

In the present study, two gonad cDNA libraries from zebrafish testes and ovaries were constructed and a total of 1025 expressed sequence tag (EST) clones were generated from the two libraries: 501 from the testis library and 524 from the ovary library. A total of 641 of the EST clones were identified to share significant sequence identity with known sequences in GenBank, representing at least 478 different zebrafish genes. In order to understand the molecular compositions of the two gonad organs, the expression profiles of the identified clones in these two gonad cDNA libraries were analyzed. Both gonad libraries have a higher portion of clones for nuclear proteins and a lower portion for proteins in translational machinery, cytoskeleton and mitochondria than our previously characterized whole-adult cDNA library. Most abundant cDNA clones in the two gonad libraries were identified and over 10% of ovary clones were found to encode egg membrane proteins (zona pellucida or ZP proteins). Furthermore, the testis library showed a more even distribution of cDNA clones with relatively fewer abundant clones that tend to contribute redundant clones in EST projects; thus, the testis library can supply more unique and novel cDNA sequences in a zebrafish EST project. Another aim of this study is to identify cDNA clones that can be used as molecular markers for the analysis of the gonad development in zebrafish. Eleven potential clones were selected to analyze their expression patterns by Northern blot hybridization. Most of them showed a specific or predominant expression in the expected testis or ovary tissue. At last, four of the clones were found, by section in situ hybridization, to be expressed specifically in the germ cells of the testis or ovary and thus they are suitable molecular markers for analyses of spermatogenesis and oogenesis.     

日本鬼鲉毒腺cDNA表达文库的构建和初步分析

以海洋生物日本鬼鲉毒腺为材料,应用SMART^TM cDNA Library Construction技术,构建以真核表达载体pcDNA3.0为基础的日本鬼鲉毒腺cDNA表达文库.通过对文库克隆的序列测定和初步生物信息学分析,获得94个日本鬼鲉毒腺新表达序列标签（ESTs）,其中已确定全长cDNA的克隆有35个,包括溶细胞素基因、类短链神经毒素蛋白、C型凝集素、巨噬细胞迁移抑制因子、致病相关基因等,这些基因在日本鬼鲉中绝大多数为首次发现.日本鬼鲉毒腺cDNA表达文库的成功构建,为深入研究日本鬼鲉毒腺的组分及其分子作用机理奠定了基础.     

Localization of retina/pineal-expressed sequences: identification of novel candidate genes for inherited retinal disorders.

More than 100 genes causing inherited retinal diseases have been mapped to chromosomal locations, but less than half of these genes have been cloned. Mutations in many retina/pineal-specific genes are known to cause inherited retinal diseases. Examples include mutations in arrestin, rhodopsin kinase, and the cone-rod homeobox gene, CRX. To identify additional candidate genes for inherited retinal disorders, novel retina/pineal-expressed EST clusters were identified from the TIGR Human Gene Index database and mapped to specific chromosomal sites. After known human gene sequences were excluded, and repeat sequences were masked, 26 novel retina and pineal gland cDNA clusters were identified. The retinal expression of each novel EST cluster was confirmed by PCR assay of a retinal cDNA library, and each cluster was localized in the genome using the GeneBridge 4.0 radiation hybrid panel. In silico expression data from the TIGR database suggest that these EST clusters are retina/pineal-specific or predominantly expressed in these tissues. This combination of database analysis and laboratory investigation has localized several EST clusters that are potential candidates for genes causing inherited retinopathy.     

Analysis of expressed sequence tags of flower buds in Lotus japonicus.

In order to study gene expression in a reproductive organ, we constructed a cDNA library of mature flower buds in Lotus japonicus, and characterized expressed sequence tags (ESTs) of 842 clones randomly selected. The EST sequences were clustered into 718 non-redundant groups. From BLAST and FASTA search analyses of both protein and DNA databases, 58.5% of the EST groups showed significant sequence similarities to known genes. Several genes encoding these EST clones were identified as pollen-specific genes, such as pectin methylesterase, ascorbate oxidase, and polygalacturonase, and as homologous genes involved in pollen-pistil interaction. Comparison of these EST sequences with those derived from the whole plant of L. japonicus, revealed that 64.8% of EST sequences from the flower buds were not found in EST sequences of the whole plant. Taken together, the EST data from flower buds generated in this study is useful in dissecting gene expression in floral organ of L. japonicus.     

Analysis of Medicago truncatula nodule expressed sequence tags

Systematic sequencing of expressed sequence tags (ESTs) can give a global picture of the assembly of genes involved in the development and function of organs. Indeterminate nodules representing different stages of the developmental program are especially suited to the study of organogenesis. With the vector lambdaHybriZAP, a cDNA library was constructed from emerging nodules of Medicago truncatula induced by Sinorhizobium meliloti. The 5' ends of 389 cDNA clones were sequenced, then these ESTs were analyzed both by sequence homology search and by studying their expression in roots and nodules. Two hundred fifty-six ESTs exhibited significant similarities to characterized data base entries and 40 of them represented 26 nodulin genes, while 133 had no similarity to sequences with known function. Only 60 out of the 389 cDNA clones corresponded to previously submitted M. truncatula EST sequences. For 117 cDNAs, reverse Northern (RNA) hybridization with root and nodule RNA probes revealed enhanced expression in the nodule, 48 clones are likely to code for novel nodulins, 33 cDNAs are clones of already known nodulin genes, and 36 clones exhibit similarity to other characterized genes. Thus, systematic analysis of the EST sequences and their expression patterns is a powerful way to identify nodule-specific and nodulation-related genes.     

Analysis of expressed sequence tags of the water flea Daphnia magna.

To study gene expression in the water flea Daphnia magna we constructed a cDNA library and characterized the expressed sequence tags (ESTs) of 7210 clones. The EST sequences clustered into 2958 nonredundant groups. BLAST analyses of both protein and DNA databases showed that 1218 (41%) of the unique sequences shared significant similarities to known nucleotide or amino acid sequences, whereas the remaining 1740 (59%) showed no significant similarities to other genes. Clustering analysis revealed particularly high expression of genes related to ATP synthesis, structural proteins, and proteases. The cDNA clones and EST sequence information should be useful for future functional analysis of daphnid biology and investigation of the links between ecology and genomics.     

Functional identification of sterol-4alpha-methyl oxidase cDNAs from Arabidopsis thaliana by complementation of a yeast erg25 mutant lacking sterol-4alpha-methyl oxidation.

Specific primers derived from both genomic sequence data and EST cDNA sequences were used to polymerase chain reaction amplify two full-length cDNA sequences (AtSMO1 and AtSMO2), 801 and 783 bp, respectively, from an Arabidopsis thaliana cDNA library. The predicted proteins show 32 and 29% identity to the ERG25 gene from Saccharomyces cerevisiae which encodes the sterol-4alpha-methyl oxidase (SMO), a membrane-bound non-heme di-iron oxygenase involved in lipid metabolism. Heterologous expression of AtSMO1 and AtSMO2 in a yeast erg25 ergosterol auxotroph, lacking SMO activity, restored growth and endogenous ergosterol synthesis. These results represent the first functional identification of SMO genes from plants.     

玫瑰红绿海葵触手cDNA表达文库的构建和初步分析

海葵共有 10 0 0多种 ,栖息于世界各地的海洋中 ,从极地到热带、从潮间带到深海都有分布 ,我国地处温带和亚热带 ,海葵种类较多[1 ] 。海葵的单体呈圆柱状 ,柱体开口端为口盘 ,口盘周围环生众多触手 ,触手上有被称为刺丝囊的毒腺结构 ,能分泌毒液 ;柱体下端为基盘 ,海葵以其基盘吸附于甲壳、海藻等物体上 ,较少运动。海葵毒液成分主要是蛋白质和多肽 ,它们对甲壳类动物有较大毒性 ,对人或其它高等动物的毒性则相对较小。现代研究表明 ,海葵多肽毒素有多种药理效果 ,这些毒素主要作用于神经及心血管系统 ,可引起强心、降低血压、麻痹肌肉等多…     

The use of EST expression matrixes for the quality control of gene expression data

EST expression profiling provides an attractive tool for studying differential gene expression, but cDNA libraries' origins and EST data quality are not always known or reported. Libraries may originate from pooled or mixed tissues; EST clustering, EST counts, library annotations and analysis algorithms may contain errors. Traditional data analysis methods, including research into tissue-specific gene expression, assume EST counts to be correct and libraries to be correctly annotated, which is not always the case. Therefore, a method capable of assessing the quality of expression data based on that data alone would be invaluable for assessing the quality of EST data and determining their suitability for mRNA expression analysis. Here we report an approach to the selection of a small generic subset of 244 UniGene clusters suitable for identification of the tissue of origin for EST libraries and quality control of the expression data using EST expression information alone. We created a small expression matrix of UniGene IDs using two rounds of selection followed by two rounds of optimisation. Our selection procedures differ from traditional approaches to finding "tissue-specific" genes and our matrix yields consistency high positive correlation values for libraries with confirmed tissues of origin and can be applied for tissue typing and quality control of libraries as small as just a few hundred total ESTs. Furthermore, we can pick up tissue correlations between related tissues e.g. brain and peripheral nervous tissue, heart and muscle tissues and identify tissue origins for a few libraries of uncharacterised tissue identity. It was possible to confirm tissue identity for some libraries which have been derived from cancer tissues or have been normalised. Tissue matching is affected strongly by cancer progression or library normalisation and our approach may potentially be applied for elucidating the stage of normalisation in normalised libraries or for cancer staging.     

cDNA(EST)文库的高通量生物信息学分析体系的构建与应用

应用生物信息学方法,构建了一套针对cDNA或EST文库的高通量、自动化分析体系,CLASP(cDNA Library Analysis SystemPrimary)。CLASP基于Linux操作系统,主要由Perl程序构成。它以cDNA文库(ESTs)序列为分析对象,具有自动查找序列同源基因并进行染色体定位(包括细胞遗传学定位和SIS定位)、EST自动延伸等功能;并对不同来源序列进行聚类分析。应用该体系对3对肺癌相关抑制性消减杂交(SSH)cDNA文库进行了分析。结果在所有3对文库的2083条EST中有1492条找到了同源基因,其中1365条得到染色体定位。对所余591条未知基因的EST进行了电子延伸,其中有214条EST得到不同程度的延伸。对上述cDNA文库中已知基因的EST以及电子延伸后的EST再分别进行聚类分析,而后综合两个聚类分析的结果,由此可发现不同文库间的共同与差异表达基因,可用于特定性状相关的基因功能预测。