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Using in silico transcriptomics to search for tumor-associated antigens for immunotherapy.

Immunotherapy approaches to fight cancer are based on the principle of mounting an immune response against a self-antigen expressed by the tumor cells. In order to reduce potential autoimmunity side-effects, the antigens used should be as tumor-specific as possible. A complementary approach to experimental tumor antigen discovery is to screen the human genome in silico, particularly the databases of "Expressed Sequence Tags" (ESTs), in search of tumor-specific and tumor-associated antigens. The public databases currently provide a massive amount of ESTs from several hundreds of cDNA tissue libraries, including tumoral tissues from various types. We describe a novel method of EST database screening that allows new potential tumor-associated genes to be efficiently selected. The resulting list of candidates is enriched in known genes, described as being expressed in tumor cells.

Antigens, Neoplasm↗

Evaluation of cadmium-induced transcriptome alterations by three color cDNA labeling microarray analysis on a T-cell line.

Beside heavy metals, cadmium (Cd(2+)) is a ubiquitous toxic metal with a well established apoptotic and genotoxic effect, chronic exposure of which has been involved in a variety of pathological conditions. In the present study, we investigated by 1455 genes cDNA microarrays the toxic and apoptotic effect of Cd(2+), on the T-cell line CCRF-CEM, applying a three laser differential analysis, on the same microarray slide. The cells were cultured for 6 and 24 h in the absence (control) or presence of Cd(2+) (10 or 20 microM), RNAs were extracted and the produced cDNAs were labeled with rhodamine derivatives fluorescent dyes. A microarray slide was simultaneously hybridized by the labeled cDNAs and analyzed. We found that, in relation to control, treatment of the cells for 6 h with 10 and 20 microM Cd(2+), induces up-regulation in 20 and 34 genes, respectively. Treatment for 24 h with 10 and 20 microM Cd(2+) induces up-regulation in 22 and 84 genes, respectively. Twenty-eight genes were found down-regulated only after treatment for 24 h with Cd(2+) 10 microM. These data suggest that Cd(2+) produces a time- and dose-dependent molecular cascade, induces disturbances in different subcellular compartments, influencing thereafter the normal cellular functions, the differentiation process, the malignant transformation and the cell death.

Apoptosis↗

Cerebral transcriptome analysis of transgenic mice overexpressing erythropoietin.

Erythropoietin (EPO) and its receptor are expressed in the brain, and one of its roles appears to be neuroprotection. This study investigates whether chronic overexpression of EPO changes brain mRNA expression in the brains of transgenic mice. Therefore, cerebral mRNA expression was investigated in transgenic mice overexpressing EPO. Microarray analysis revealed an upregulation (2.8- to 3.6-fold) of N-acetylglucosamine-6-O-sulfotransferase (prolongation of the EPO effect), a translocase of the inner mitochondrial membrane (mitochondrial matrix import of nuclear encoded proteins), a mitochondrial ribosomal protein (mitochondrial protein translation), and a peroxisomal biogenesis factor (formation of peroxisomes). In conclusion, components of oxidative metabolism pathways were activated at the level of transcription which could be related to neuroprotective effects of EPO or could indicate compromised tissue.

Animals↗

Analysis of transcriptomes of human malaria parasite Plasmodium falciparum using full-length enriched library: identification of novel genes and diverse transcription start sites of messenger RNAs.

Now that the sequencing of the complete genome of the human malaria parasite Plasmodium falciparum is now underway, importance of analyses of complementary DNAs (cDNAs) is looming up. We constructed a full-length-enriched cDNA library from erythrocytic stage P. falciparum using the 'oligo-capping' method (Nucleic Acids Res. 29 (2001) 70). In this report we describe the novel genes identified using this library and detailed characterization of transcriptional start site of knob-associated histidine rich protein gene. Contrary to the previous report we conclude all the transcripts of plasmodium genes have diverse start sites. Sequence comparisons between the cDNAs and the complete sequences of chromosomes 2 identified three novel genes that had been missed by computational predictions. Moreover, analysis of transcriptional start sites revealed that the average length of the 5' untranslated region was 346 nt, which is much longer than that in humans. The transcriptional start sites of all the genes studied were far more diverse than those of human genes. These observations may reflect unique mechanism(s) of gene expression in this organism, which has an extremely AT-rich genome.

5' Untranslated Regions↗

Chromosomal distribution of the human cardiovascular transcriptome.

On the basis of previous observations in chromosomes 21 and 22, we hypothesize that there is a tissue-specific organization of cardiovascular gene transcripts in the human genome. To examine the distribution of heart-derived transcripts, we assigned a nonredundant set of 4628 fetal and 3574 adult known and uncharacterized cardiovascular expressed-sequence tags (cvESTs) to 5-Mb chromosomal 'windows' on the basis of publicly available sequence mapping data. On a whole-genome level (36,617 genes), chromosome 17 (19.2% in fetal, 16.5% in adult) contained the highest proportion of cvESTs, whereas chromosome Y (2.0% in fetal and adult) contained the lowest. In total, 50 of the 639 windows contained a significantly higher proportion of cvESTs (P < 0.003) compared with the genome-wide cvEST gene density, particularly on gene-dense chromosomes (that is, 17, 19, 22) as opposed to gene-rich chromosomes (for example, 1, 2, 11). This report provides insight into a possible role for complex tissue-specific gene regulation in the human genome.

Cardiovascular System↗

Transcriptome analysis of early chondrogenesis in ATDC5 cells induced by bone morphogenetic protein 4.

We performed serial analysis of gene expression (SAGE) profiling in mouse chondrogenic ATDC5 cells before and 6 h after the onset of chondrogenesis induced by BMP4. A total of 43,656 SAGE tags (21,875 and 21,781 tags from the uninduced and induced libraries, respectively) were analyzed. Our analysis predicted that 139 transcripts were differentially represented in the two libraries (p < 0.05), including 72 downregulated and 67 upregulated transcripts. Ninety-five of them matched single UniGene entries (77 known genes and 18 ESTs), while 12 tags corresponded to potentially novel genes. Surprisingly, many of these known genes have never been implicated in chondrogenic differentiation. Interestingly, we found that a significant fraction of these genes formed physical linkage groups. This suggests that the transcriptional control by BMP signaling is in part targeted to genes in certain chromosomal domains. Together, our results provide novel insights into molecular events regulated by BMP signaling in chondrogenesis.

Animals↗

And now, transcriptomics.

In this issue of Neuron, report different patterns of 5-HT2C pre-mRNA editing in suicide victims, as compared to controls. Treatment of mice with fluoxetine alters the pattern of 5-HT2C transcript editing in the direction opposite that observed for suicide victims. The authors speculate on a possible serotonergic mechanism controlling 5-HT2C pre-mRNA editing.

Animals↗

Changes in Escherichia coli transcriptome during acclimatization at low temperature.

Upon cold shock Escherichia coli transiently stops growing and adapts to the new temperature (acclimatization phase). The major physiological effects of cold temperature are a decrease in membrane fluidity and the stabilization of secondary structures of RNA and DNA, which may affect the efficiencies of translation, transcription, and replication. Specific proteins are transiently induced in the acclimatization phase. mRNA stabilization and increased translatability play a major role in this phenomenon. Polynucleotide phosphorylase (PNPase) is one of the cold-induced proteins and is essential for E. coli growth at low temperatures. We investigated the global changes in mRNA abundance during cold adaptation both in wild type E. coli MG1655 and in a PNPase-deficient mutant. We observed a twofold or greater variation in the relative mRNA abundance of 20 genes upon cold shock, notably the cold-inducible subset of csp genes and genes not previously associated with cold shock response, among these, the extracytoplasmic stress response regulators rpoE and rseA, and eight genes with unknown function. Interestingly, we found that PNPase both negatively and positively modulated the transcript abundance of some of these genes, thus suggesting a complex role of PNPase in controlling cold adaptation.

Adaptation, Physiological↗

A transcriptome atlas of the mouse brain at cellular resolution.

A genome-wide expression atlas of the nervous system at cellular resolution would be a valuable resource for neurobiology, genetics, developmental biology and medicine. Progress in automation of in situ hybridization makes such an atlas possible. Standardized and computerized annotation of expression patterns will be critical for producing a searchable atlas database that can be accessed through the internet.

Animals↗

Exploring the salivary gland transcriptome and proteome of the Anopheles stephensi mosquito.

Anopheles stephensi is the main urban mosquito vector of malaria in the Indian subcontinent, and belongs to the same subgenus as Anopheles gambiae, the main malaria vector in Africa. Recently the genome and proteome sets of An. gambiae have been described, as well as several protein sequences expressed in its salivary glands, some of which had their expression confirmed by amino terminal sequencing. In this paper, we randomly sequenced a full-length cDNA library of An. stephensi and performed Edman degradation of polyvinylidene difluoride (PVDF)-transferred protein bands from salivary homogenates. Twelve of 13 proteins found by aminoterminal degradation were found among the cDNA clusters of the library. Thirty-three full-length novel cDNA sequences are reported, including a novel secreted galectin; the homologue of anophelin, a thrombin inhibitor; a novel trypsin/chymotrypsin inhibitor; an apyrase; a lipase; and several new members of the D7 protein family. Most of the novel proteins have no known function. Comparison of the putatively secreted and putatively housekeeping proteins of An. stephensi with An. gambiae proteins indicated that the salivary gland proteins are at a faster evolutionary pace. The possible role of these proteins in blood and sugar feeding by the mosquito is discussed. The electronic tables and supplemental material are available at http://www.ncbi.nlm.nih.gov/projects/Mosquito/A_stephensi_sialome/ .

Amino Acid Sequence↗

Transcriptome identification of putative genes involved in protein catabolism and innate immune response in human body louse (Pediculicidae: Pediculus humanus).

Genomics information relating to human body lice is surprisingly scarce, and this has constrained studies of their physiology, immunology and vector biology. To identify novel body louse genes, we used engorged adult lice to generate a cDNA library. Initially, 1152 clones were screened for inserts, edited for removal of vector sequences and base pairs of poor quality, and viewed for splicing variations, gene families and polymorphism. Computational methods identified 506 inferred open reading frames including the first predicted louse defensin. The inferred defensin aligns well with other insect defensins and has highly conserved cysteine residues, as are known for other defensin sequences. Two cysteine and five serine proteinases were categorized according to their inferred catalytic sites. We also discovered seven putative ubiquitin-pathway genes and four iron metabolizing deduced enzymes. Finally, glutathione-S-transferases and cytochrome P450 genes were among the detoxification enzymes found. Results from this first systematic effort to discover human body louse genes should promote further studies in Phthiraptera and lice.

Amino Acid Sequence↗

Transcriptome analysis reveals a role of interferon-gamma in human neointima formation.

The most effective immediate cure for coronary stenosis is stent-supported angioplasty. Restenosis due to neointima proliferation represents a major limitation. We investigated the expression of 2435 genes in atherectomy specimens and blood cells of patients with restenosis, normal coronary artery specimens, and cultured human smooth muscle cells (SMCs). Of the 223 differentially expressed genes, 37 genes indicated activation of interferon-gamma (IFN-gamma) signaling in neointimal SMCs. In cultured SMCs, IFN-gamma inhibited apoptosis. Genetic disruption of IFN-gamma signaling in a mouse model of restenosis significantly reduced the vascular proliferative response. Our data suggest an important role of IFN-gamma in the control of neointima proliferation.

Animals↗

Proteome, transcriptome and genome: top down or bottom up analysis?

Biological systems are comprised of protein components found at a wide variety of abundances from millions of molecules of a single species per cell to less than one copy per cell. Because of this wide range of concentrations, measurement or a full accounting of each system is presently unavailable. Conventional separation and analytical methods (two-dimensional gel electrophoresis and mass spectrometry) allow identification and quantitation of many of the most abundant gene products (top down methods); and the majority of gene products, which are found at low abundance, can be neither identified nor measured in complex mixtures at present. The gene products that are found at low levels can be characterized and their properties analyzed by preparing ordered gene libraries of limited complexity from mRNA. When such preparations are expressed in cell free systems and analyzed by two-dimensional gel electrophoresis, the features of the gene products are available for analysis. This 'bottom up' approach allows identification of gene product properties so that analytical procedures can be devised and applied to complex mixtures.

Cell Line↗

Combining transcriptome data with genomic and cDNA sequence alignments to make confident functional assignments for Aspergillus nidulans genes.

Whole genome sequencing of several filamentous ascomycetes is complete or in progress; these species, such as Aspergillus nidulans, are relatives of Saccharomyces cerevisiae. However, their genomes are much larger and their gene structure more complex, with genes often containing multiple introns. Automated annotation programs can quickly identify open reading frames for hypothetical genes, many of which will be conserved across large evolutionary distances, but further information is required to confirm functional assignments. We describe a comparative and functional genomics approach using sequence alignments and gene expression data to predict the function of Aspergillus nidulans genes. By highlighting examples of discrepancies between the automated genome annotation and cDNA or EST sequencing, we demonstrate that the greater complexity of gene structure in filamentous fungi demands independent data on gene expression and the gene sequence be used to make confident functional assignments.

Aspergillus nidulans↗

Proteome and transcriptome analysis of retinoic acid-induced differentiation of human acute promyelocytic leukemia cells, NB4.

Acute promyelocytic leukemia (APL) is characterized by a translocation t(15:17) that fuses the retinoic acid receptor gene with the promyelocytic gene, which blocks differentiation to normal granulocytes. NB4 cells, derived from human acute promyelocytic leukemia, display this genotype and phenotype. All trans-retinoic acid (ATRA) induces differentiation of NB4 cell cultures in vitro and APL in vivo, although resistance to differentiation therapy frequently develops. To identify genes involved in differentiation, we compared gene expression at the mRNA and protein levels using microarray analyses and two-dimensional (2D) difference gel electrophoresis (DIGE), plus MALDI-TOF-TOF mass spectrometry. Differentially expressed transcripts were identified using oligonucleotide-based microarrays with targets representing almost 14 000 genes. Real time PCR was performed on a subset of genes whose products were shown to be differentially expressed using proteomic and/or genomic approaches. Our analyses identified 46 genes that were differentially expressed in NB4 +/- ATRA; 22 were identified using 2D-DIGE and 24 using microarray analysis. All but four of these genes were expressed at higher levels in differentiated cells, and several controlled cell structure (internal and cytoskelatal) or signal transduction. We observed that proteome analysis with DIGE and silver-stained 2D gel electrophoresis analyses revealed significant differences between the two measurement approaches. Furthermore, our data showed significant discordance between gene expression at the protein and transcript levels.

Cell Differentiation↗