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PubMed2000

Searching expressed sequence tag databases: discovery and confirmation of a common polymorphism in the thymidylate synthase gene.

Databases of expressed sequence tags (EST) can be used to screen rapidly for potential polymorphisms in candidate proteins. As part of this study, we screened the gene for the enzyme thymidylate synthase (TS). TS is important physiologically because it is essential for the synthesis of deoxythymidylate, a nucleotide required for DNA synthesis and repair. TS is also a major target for cancer chemotherapeutic drugs, especially the widely used 5-fluorouracil. Using sequence alignment of ESTs, we identified a candidate 6-bp variation at bp 1494 in the 3'-untranslated region of the TS mRNA. This sequence variation occurred in 21 of 34 aligned ESTs at this location, including ESTs from various tissue sources. The presence of this polymorphism was confirmed in a Caucasian population (n = 95) by polymerase chain restriction amplification/RFLP analysis. The allele frequency of the 6-bp deletion was found to be 0.29 (wildtype +6 bp/+6 bp, 48%; +6 bp/-6 bp, 44%; -6 bp/-6 bp, 7%). Although the function of this polymorphism has not yet been investigated, the 3'-untranslated region of a gene can play a role in mRNA stability and translation. This study illustrates an approach to polymorphism discovery in candidate enzymes of physiological interest by searches of publicly available sequence data, a rapid and inexpensive method. The potential functional relevance of the common 6-bp deletion in the TS gene needs to be investigated, because this enzyme is plausibly of major importance not only in cancer treatment but also in cancer prevention.

Databases, Factual↗

PubMed1999

Analysis of cDNA expressed sequence tags from Entamoeba histolytica: identification of two highly abundant polyadenylated transcripts with no overt open reading frames.

Upon analysis of 304 expressed sequence tags derived from the protozoan parasite Entamoeba histolytica, a number of novel protein encoding amoeba sequences were isolated. In addition, two unrelated, abundantly expressed transcripts were identified, and designated, ehapt1 and ehapt2. Although these transcripts do not contain any overt open reading frame, both are polyadenylated and together represent about 19% of total polyA+-RNA(11.6% for ehapt1 and 7.5% for ehapt2), thus being the most highly expressed polyA-containing transcripts so far identified in E. histolytica trophozoites. Northern blot and primer extension analyses revealed single-sized transcripts of 0.5 and 0.6 kb for ehapt1 and ehapt2, respectively, and Southern blot analysis suggests that both are encoded by multiple genes, which are distributed throughout the amoeba genome. Comparison between various ehapt1- and ehapt2-derived cDNAs indicated that both transcripts are highly polymorphic. Whereas nucleotide substitutions in ehapt2 are distributed throughout the sequence, variations in ehapt1 are mainly restricted to two regions, one of which comprises a deletion of variable length within an 8 nt tandem repeat unit. At present there is no convincing explanation for the possible role of ehapt1 and ehapt2 in E. histolytica, and analogous sequences have not been described so far for any other organism. Most likely they might represent regulatory RNAs or transcribed transposable elements.

Animals↗

PubMed2002

Annotated expressed sequence tags and cDNA microarrays for studies of brain and behavior in the honey bee.

To accelerate the molecular analysis of behavior in the honey bee (Apis mellifera), we created expressed sequence tag (EST) and cDNA microarray resources for the bee brain. Over 20,000 cDNA clones were partially sequenced from a normalized (and subsequently subtracted) library generated from adult A. mellifera brains. These sequences were processed to identify 15,311 high-quality ESTs representing 8912 putative transcripts. Putative transcripts were functionally annotated (using the Gene Ontology classification system) based on matching gene sequences in Drosophila melanogaster. The brain ESTs represent a broad range of molecular functions and biological processes, with neurobiological classifications particularly well represented. Roughly half of Drosophila genes currently implicated in synaptic transmission and/or behavior are represented in the Apis EST set. Of Apis sequences with open reading frames of at least 450 bp, 24% are highly diverged with no matches to known protein sequences. Additionally, over 100 Apis transcript sequences conserved with other organisms appear to have been lost from the Drosophila genome. DNA microarrays were fabricated with over 7000 EST cDNA clones putatively representing different transcripts. Using probe derived from single bee brain mRNA, microarrays detected gene expression for 90% of Apis cDNAs two standard deviations greater than exogenous control cDNAs. [The sequence data described in this paper have been submitted to Genbank data library under accession nos. BI502708-BI517278. The sequences are also available at http://titan.biotec.uiuc.edu/bee/honeybee_project.htm.]

Animals↗

PubMed2006

Analyses of expressed sequence tags from apple.

The domestic apple (Malus domestica; also known as Malus pumila Mill.) has become a model fruit crop in which to study commercial traits such as disease and pest resistance, grafting, and flavor and health compound biosynthesis. To speed the discovery of genes involved in these traits, develop markers to map genes, and breed new cultivars, we have produced a substantial expressed sequence tag collection from various tissues of apple, focusing on fruit tissues of the cultivar Royal Gala. Over 150,000 expressed sequence tags have been collected from 43 different cDNA libraries representing 34 different tissues and treatments. Clustering of these sequences results in a set of 42,938 nonredundant sequences comprising 17,460 tentative contigs and 25,478 singletons, together representing what we predict are approximately one-half the expressed genes from apple. Many potential molecular markers are abundant in the apple transcripts. Dinucleotide repeats are found in 4,018 nonredundant sequences, mainly in the 5'-untranslated region of the gene, with a bias toward one repeat type (containing AG, 88%) and against another (repeats containing CG, 0.1%). Trinucleotide repeats are most common in the predicted coding regions and do not show a similar degree of sequence bias in their representation. Bi-allelic single-nucleotide polymorphisms are highly abundant with one found, on average, every 706 bp of transcribed DNA. Predictions of the numbers of representatives from protein families indicate the presence of many genes involved in disease resistance and the biosynthesis of flavor and health-associated compounds. Comparisons of some of these gene families with Arabidopsis (Arabidopsis thaliana) suggest instances where there have been duplications in the lineages leading to apple of biosynthetic and regulatory genes that are expressed in fruit. This resource paves the way for a concerted functional genomics effort in this important temperate fruit crop.

Arabidopsis↗

PubMed2004

Transcriptional analysis of genes for energy catabolism and hydrolytic enzymes in the filamentous fungus Aspergillus oryzae using cDNA microarrays and expressed sequence tags.

Aspergillus oryzae is a fungus used extensively in the fermentation industry. We constructed cDNA microarrays comprising 2,070 highly expressed cDNAs selected from the approximately 6,000 non-redundant expressed sequence tags (ESTs) in the A. oryzae EST database (http://www.aist.go.jp/RIODB/ffdb/index.html). Using the cDNA microarrays, we analyzed the gene expression profiles of A. oryzae cells grown under the glucose-rich (AC) and glucose-depleted (AN) liquid culture conditions used during the construction of the EST database. The sets of genes identified by the cDNA microarray as highly expressed under each culture condition agreed well with the highly redundant ESTs obtained under the same conditions. In particular, transcription levels of most catabolic genes of the glycolytic pathway (EMP) and tricarboxylic acid (TCA) cycle were higher under AC than AN conditions, suggesting that A. oryzae uses both EMP and TCA for glucose metabolism under AC conditions. We further studied the expression of genes encoding hydrolytic enzymes and enzymes involved in energy catabolism by using three industrial solid-phase biomass media, including wheat-bran. The wheat-bran culture gave the richest gene expression profile of hydrolytic enzymes and the lowest expression levels of catabolic genes (EMP, TCA) among the three media tested. The low expression levels of catabolic genes in the wheat-bran culture may release catabolite repression, consequently leading to the rich expression profiles of the hydrolytic enzymes.

Aspergillus oryzae↗

PubMed2000

A large scale analysis of cDNA in Arabidopsis thaliana: generation of 12,028 non-redundant expressed sequence tags from normalized and size-selected cDNA libraries.

For comprehensive analysis of genes expressed in the model dicotyledonous plant, Arabidopsis thaliana, expressed sequence tags (ESTs) were accumulated. Normalized and size-selected cDNA libraries were constructed from aboveground organs, flower buds, roots, green siliques and liquid-cultured seedlings, respectively, and a total of 14,026 5'-end ESTs and 39,207 3'-end ESTs were obtained. The 3'-end ESTs could be clustered into 12,028 non-redundant groups. Similarity search of the non-redundant ESTs against the public non-redundant protein database indicated that 4816 groups show similarity to genes of known function, 1864 to hypothetical genes, and the remaining 5348 are novel sequences. Gene coverage by the non-redundant ESTs was analyzed using the annotated genomic sequences of approximately 10 Mb on chromosomes 3 and 5. A total of 923 regions were hit by at least one EST, among which only 499 regions were hit by the ESTs deposited in the public database. The result indicates that the EST source generated in this project complements the EST data in the public database and facilitates new gene discovery.

Arabidopsis↗

PubMed2001

The potato tuber transcriptome: analysis of 6077 expressed sequence tags.

This is the first report of the biosynthetic potential of a tuber storage organ investigated by expressed sequence tag sequencing. A cDNA library was generated from the mature tuber of field grown potato (Solanum tuberosum var. Kuras). Partial sequences obtained from 6077 clones were assembled into 828 clusters and 1533 singletons. The average read length was 592 bp, and 2254 clones were full length. 5717 clones showed homology to genes from other organisms. Genes involved in protein synthesis, protein destination and cell defense predominated in tuber compared to stolon, shoot and leaf organs. 1063 clones were unique to tuber. Transcripts of starch metabolizing enzymes showed similar relative levels in tuber and stolon.

Expressed Sequence Tags↗

PubMed2002

Expressed sequence tag analysis of human retina for the NEIBank Project: retbindin, an abundant, novel retinal cDNA and alternative splicing of other retina-preferred gene transcripts.

PURPOSE: Expressed sequence tag (EST) analysis was performed on un-normalized, unamplified cDNA libraries constructed from adult human retina to examine the expression profile of the tissue and to contribute resources for functional genomics studies. METHODS: Two size fractionated cDNA libraries (designated hd and he) were constructed from human retina RNA. Clones were randomly selected for sequencing and analyzed using the bioinformatics program GRIST (GRouping and Identification of Sequence Tags). PCR, Northern blotting and other techniques have been used to examine selected novel transcripts. RESULTS: After informatics analysis, 2200 retina cDNAs yield 1254 unique clusters, potentially representing individual genes. Opsin is the most abundant transcript and other retina transcripts are prominently represented. One abundant cluster of cDNAs encodes retbindin, a novel, retina preferred transcript which has sequence similarity to riboflavin binding proteins and whose gene is on chromosome 19. Variant transcripts of known retina genes are also observed, including an alternative exon in the coding sequence of the transcription factor NRL and a skipped coding sequence exon in the phosphodiesterase gammasubunit (PDE6G). CONCLUSIONS: The new retina cDNA libraries compare favorably in quality with those already represented in public databases. They are rich in retina specific sequences and include abundant cDNAs for a novel protein, retbindin. The function of retbindin remains to be determined, but it is a candidate for flavinoid or carotenoid binding. Analysis of multiple clones for highly expressed retina genes reveals several alternative splice variants in both coding and noncoding sequences which may have functional significance. The validated set of retina cDNAs will contribute to a nonredundant set for microarray construction.

Aged↗

PubMed1997

Mapping expressed sequence tag sites on yeast artificial chromosome clones of Arabidopsis thaliana DNA.

We describe a method for efficient parallel mapping of expressed sequence tag (EST) sites onto yeast artificial chromosome (YAC) clones. The strategy involves an initial YAC clone pooling scheme that minimizes the number of required PCR amplifications. This is followed by parallel analysis of PCR amplicons of EST sequences. Using this method, we have screened 600 EST sites in combinatorial pools of 3449 YAC clones that contain Arabidopsis thaliana DNA inserts. The presence of these genes on YACs was detected by amplifying EST sequences with PCR and analyzing the reaction products by agarose gel electrophoresis. Of the 600 ESTs, 271 were found to map to individual YACs. Software tools are presented that allow for the automated analysis of this electrophoresis data. Suggestions for the scale-up of this method to map large genomes are discussed.

Arabidopsis↗

PubMed2006

An expressed sequence tag analysis of the chicken reproductive tract transcriptome.

Analysis of the chicken reproductive tract transcriptome is important in comparative biology for analysis of reproductive tract development and evolution. In addition, molecular analysis of the reproductive tract is important for identification of genes affecting fertility in the poultry industry. We sampled the chicken reproductive tract (ovary, oviduct, and testis) transcriptome, generating 5,328 expressed sequence tags that assembled into 4,518 contigs. We identified 475 contigs with no match in the current expressed sequence tag databases or in GenBank. The novel contigs included 31 with no match to the current assembly of the chicken genome, 119 representing spliced transcripts, and 309 that were unspliced. More detailed molecular characterization of the 428 novel contigs present in the assembly will be important to gene discovery and annotation of the chicken and other vertebrate genomes.

Aging↗

PubMed1995

Regional localisation of 19 brain expressed sequence tags to human chromosome 11 using PCR amplification of somatic cell hybrid DNAs.

Expressed sequence tags (ESTs) provide an efficient route to the identification of genes involved in normal development and in disease. PCR amplification of somatic cell hybrid DNAs was used to localise 22 brain-derived ESTs to subregions of human chromosome 11. Problems encountered with the standardised PCR conditions were overcome by optimising the annealing temperatures and the use of "touchdown" PCR. Amplification of the correct target sequence allowed the mapping of 19 ESTs, 8 to the short arm and 11 to the long arm of chromosome 11. No definitive localisation could be determined for the three remaining ESTs.

Animals↗

PubMed2004

Comparative analysis of expressed sequence tags in resistant and susceptible ecotypes of Arabidopsis thaliana infected with cucumber mosaic virus.

Arabidopsis thaliana ecotype Columbia (Col-0) is susceptible to the yellow strain of cucumber mosaic virus [CMV(Y)], whereas ecotype C24 is resistant to CMV(Y). Comprehensive analyses of approximately 9,000 expressed sequence tags in ecotypes Col-0 and C24 infected with CMV(Y) suggested that the gene expression patterns in the two ecotypes differed. At 6, 12, 24 and 48 h after CMV(Y) inoculation, the expression of 6, 30, 85 and 788 genes, respectively, had changed in C24, as opposed to 20, 80, 53 and 150 genes in CMV(Y)-infected Col-0. At 12, 24 and 48 h after CMV(Y) inoculation, the abundance of 3, 10 and 55 mRNAs was altered in both ecotypes. However, at 6 h after CMV(Y) inoculation, no genes were co-induced or co-suppressed in both ecotypes. This differential pattern of gene expression between the two ecotypes at an early stage of CMV(Y) infection indicated that the cellular response for resistance may differ from that resulting in susceptibility at the level detectable by the macroarray. According to the expression pattern at various stages of infection, the expression of many genes could be grouped into clusters using cluster analysis. About 100 genes that encode proteins involved in chloroplast function were categorized into clusters 1 and 4, which had a differentially lower expression in CMV(Y)-inoculated C24. The expression of various genes encoding proteins in the endomembrane system belonged to clusters 2 and 4, which were induced in CMV(Y)-inoculated C24 and Col-0 leaves. Characterization of CMV(Y)-altered gene expression in the two ecotypes will contribute to a better understanding of the molecular basis of compatible and incompatible interactions between virus and host plants.

Arabidopsis↗

PubMed2005

A comprehensive expressed sequence tag linkage map for tiger salamander and Mexican axolotl: enabling gene mapping and comparative genomics in Ambystoma.

Expressed sequence tag (EST) markers were developed for Ambystoma tigrinum tigrinum (Eastern tiger salamander) and for A. mexicanum (Mexican axolotl) to generate the first comprehensive linkage map for these model amphibians. We identified 14 large linkage groups (125.5-836.7 cM) that presumably correspond to the 14 haploid chromosomes in the Ambystoma genome. The extent of genome coverage for these linkage groups is apparently high because the total map size (5251 cM) falls within the range of theoretical estimates and is consistent with independent empirical estimates. Unlike most vertebrate species, linkage map size in Ambystoma is not strongly correlated with chromosome arm number. Presumably, the large physical genome size ( approximately 30 Gbp) is a major determinant of map size in Ambystoma. To demonstrate the utility of this resource, we mapped the position of two historically significant A. mexicanum mutants, white and melanoid, and also met, a quantitative trait locus (QTL) that contributes to variation in metamorphic timing. This new collection of EST-based PCR markers will better enable the Ambystoma system by facilitating development of new molecular probes, and the linkage map will allow comparative studies of this important vertebrate group.

Ambystoma mexicanum↗

PubMed2001

Identification and initial characterization of 5000 expressed sequenced tags (ESTs) each from adult human normal and osteoarthritic cartilage cDNA libraries.

OBJECTIVE: To prepare, sequence and analyse adult human cartilage cDNA libraries to study the gene expression pattern between normal and osteoarthritic cartilage. METHODS: Poly A(+)RNA from adult human normal and osteoarthritic articular cartilage was isolated and used to prepare cDNA libraries. Approximately 5000 ESTs from each library were sequenced and analysed using bioinformatic tools. The expression of select genes was confirmed by Northern blot and in situ hybridization analysis. RESULTS: Multiple gene families including several classical cartilage matrix protein encoding genes were identified. Approximately 28-40% of the genes sequenced from these libraries were novel, while half of the genes encoded known proteins and 4-6% of the genes encoded novel homologs of known proteins. Several known genes, whose expression has not been reported previously in cartilage, were also identified. We have confirmed the cartilage expression of three known (CTGF, CTGF-L and clusterin) and two novel homologs of known genes (PCPE-2 and Gal-Nac transferase) by Northern blot and in situ hybridization analysis. CONCLUSION: This is the first report of the preparation and sequencing of cDNA libraries from adult human normal and osteoarthritic articular cartilage. Further analysis of genes identified from these libraries may provide molecular targets for diagnosis and/or treatment of osteoarthritis (OA).

Adult↗

PubMed2004

Comparative gene expression in the symbiotic and aposymbiotic Aiptasia pulchella by expressed sequence tag analysis.

Intracellular symbiotic relationships are prevalent between cnidarians, such as corals and sea anemones, and the photosynthetic dinoflagellate symbionts. However, there is little understanding about how the genes express when the symbiotic relationship is set up. To characterize genes involved in this association, the endosymbiosis between sea anemone, Aiptasia pulchella, and dinoflagellate zooxanthellae, Symbiodinium spp., was employed as a model. Two complementary DNA (cDNA) libraries were constructed from RNA isolated from symbiotic and aposymbiotic A. pulchella. Using single-pass sequencing of cDNA clones, a total of 870 expressed sequence tags (ESTs) clones were generated from the two libraries: 474 from symbiotic animal and 396 from aposymbiotic animal. The initial ESTs consisted of 143 clusters and 231 singletons. A BLASTX search revealed that 147 unique genes had similarities with protein sequences available from databases; 120 of these clones were categorized according to their putative function. However, many ESTs could not assign functionally. The putative roles of some of the identified genes relative to endosymbiosis were discussed. This is the first report of the use of EST analysis to examine the gene expression in symbiotic and aposymbiotic states of the cnidarians. The systematic analysis of EST from this study provides a useful database for future investigations of the molecular mechanisms involved in algal-cnidarian symbiosis.

Animals↗

PubMed1998

Expressed sequenced tags and new genes from the cattle tick, Boophilus microplus.

We used the expressed sequenced tags (ESTs) approach to study the genome of the cattle tick Boophilus microplus. One hundred and forty-two of our 234 unique ESTs were from genes not previously identified from ticks, mites or any other arachnids. The largest class of identified ESTs (29%) was from genes involved in transcription and translation. Ninety-one ESTs (39% of all ESTs) did not match any sequences in international databases; some of these may be specific to ticks. Thirteen percent of our ESTs were from ribosomal proteins and two ESTs were for genes implicated in resistance to pesticides.

Animals↗

PubMed2004

Transcript profiling of salinity stress responses by large-scale expressed sequence tag analysis in Mesembryanthemum crystallinum.

The common ice plant, Mesembryanthemum crystallinum, is a halophytic (salt-loving) member of the Aizoaceae, which switches from C3 photosynthesis to Crassulacean acid metabolism (CAM) when exposed to salinity or water-deficit stress. CAM is a metabolic adaptation of photosynthetic carbon fixation that improves water use efficiency by shifting net CO2 uptake to the night, thereby reducing transpirational water loss. To improve our understanding of the molecular genetic underpinnings and control mechanisms for Crassulacean acid metabolism (CAM) and other salinity stress response adaptations, a total of 9733 expressed sequence tags (ESTs) from cDNAs derived from leaf tissues of well-watered and salinity-stressed (0.5 M NaCl for 30 and 48 h) were characterized. Clustering and assembly of these ESTs resulted in the identification of a total of 3676 tentative unique gene sequences (1249 tentative consensus sequences and 2427 singleton ESTs) expressed in leaves of ice plant under unstressed and salinity stressed conditions. The same number (2782) of ESTs from each library (total=8346 ESTs) were randomly selected and analyzed to compare expression profiles among the control and salt stressed leaf tissues. EST frequencies for transcripts encoding CAM-related enzymes, pathogenesis-related, senescence-associated, cell death-related, and stress-related proteins such as heat shock proteins (HSPs), chaperones, early light-inducible proteins, ion homeostasis, antioxidative stress, detoxification, and biosynthetic enzymes for osmoprotectants increased 2-12-fold in cDNA libraries constructed from salt stressed plants. In contrast, the frequency of ESTs encoding light-harvesting and photosystem complexes and C3 photosynthetic enzymes decreased 4-fold overall following salinity stress with transcripts for ribulose bisphosphate carboxylase/oxygenase (RuBisCO) subunits decreasing 7-fold. Moreover, stressed plants contained a higher percentage of ESTs encoding novel and/or functionally unknown proteins. The rapid discovery of both known and unknown genes related to stress responses in M. crystallinum demonstrates the great utility of EST analysis in unraveling the complex set of adaptive mechanisms contributing to water use efficiency (CAM) and salinity tolerance.

Cluster Analysis↗

PubMed2002

Heart-specific genes revealed by expressed sequence tag (EST) sampling.

BACKGROUND: Cardiovascular diseases are the primary cause of death worldwide; the identification of genes specifically expressed in the heart is thus of major biomedical interest. We carried out a comprehensive analysis of gene-expression profiles using expressed sequence tags (ESTs) to identify genes overexpressed in the human adult heart. The initial set of genes expressed in the heart was constructed by clustering and assembling ESTs from heart cDNA libraries. Expression profiles were then generated for each gene by counting their cognate ESTs in all libraries. Differential expression was assessed by applying a previously published statistical procedure to these profiles. RESULTS: We identified 35 cardiac-specific genes overexpressed in the heart, some of which displayed significant coexpression. Some genes had no previously recognized cardiac function. Of the 35 genes, 32 were mapped back onto the human genome sequence. According to Online Mendelian Inheritance in Man (OMIM), five genes were previously known as heart-disease genes and one gene was located in the locus of a bleeding disorder. Analysis of the promoter regions of this collection of genes provides the first list of putative regulatory elements associated with differential cardiac expression. CONCLUSION: This study shows that ESTs are still a powerful tool to identify differentially expressed genes. We present a list of genes specifically expressed in the human heart, one of which is a candidate for a bleeding disorder. In addition, we provide the first set of putative regulatory elements, the combination of which appears correlated with heart-specific gene expression.

Adult↗