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PubMed2002

An assessment of Motorola CodeLink microarray performance for gene expression profiling applications.

DNA microarrays enable users to obtain information on differences in transcript abundance on a massively parallel scale. Recently, however, data analyses have revealed potential pitfalls related to image acquisition, variability and misclassifications in replicate measurements, cross-hybridization and sensitivity limitations. We have generated a series of analytical tools to address the manufacturing, detection and data analysis components of a microarray experiment. Together, we have used these tools to optimize performance in an expression profiling study. We demonstrate three significant advantages of the Motorola CodeLink platform: sensitivity of one copy per cell, coefficients of variation of 10% in the hybridization signals across slides and across target preparations, and specificity in distinguishing highly homologous sequences. Slides where oligonucleotide probes are spotted in 6-fold redundancy were used to demonstrate the effect of replication on data quality. Lastly, the differential expression ratios obtained with the CodeLink expression platform were validated against those obtained with quantitative reverse transcription-PCR assays for 54 genes.

Gene Expression Profiling↗
PubMed2006

Significant gene order and expression differences in Bordetella pertussis despite limited gene content variation.

Bordetella pertussis, an obligate human pathogen and the agent of whooping cough, is a clonal species, despite the dynamic selection pressures imposed by host immunity and vaccine usage. Because the generation of variation is critical for species evolution, we employed a variety of approaches to examine features of B. pertussis genetic variation. We found a high level of conservation of gene content among 137 B. pertussis strains with different geographical, temporal, and epidemiological associations, using comparative genomic hybridization. The limited number of regions of difference were frequently located adjacent to copies of the insertion element IS481, which is present in high numbers in the B. pertussis chromosome. This repeated sequence appears to provide targets for homologous recombination, resulting in deletion of intervening sequences. Using subtractive hybridization, we searched for previously undetected genes in diverse clinical isolates but did not detect any new genes, indicating that gene acquisition is rare in B. pertussis. In contrast, we found evidence of altered gene order in the several strains that were examined and again found an association of IS481 with sites of rearrangement. Finally, we compared whole-genome expression profiles of different strains and found significant changes in transcript abundance, even in the same strain after as few as 12 laboratory passages. This combination of approaches provides a detailed picture of a pathogenic species with little gene loss or gain but with the capacity to generate variation by rearranging its chromosome and altering gene expression. These findings have broad implications for host adaptation by microbial pathogens.

Bordetella pertussis↗
PubMed2001

DQX1, an RNA-dependent ATPase homolog with a novel DEAQ box: expression pattern and genomic sequence comparison of the human and mouse genes.

DQX1 is a novel gene related to the RNA-dependent ATPases. The gene was classified as a member of the DEAD/H family on the basis of the conserved order and spacing of ten short protein motifs. The unique features of DQX1 include replacement of the signature DEAH motif with DEAQ and the absence of the helicase motif. We determined the coding sequences of human and mouse DQX1, which encode proteins of 717 and 718 amino acids with 84% amino acid sequence identity. The 3.2-kb Dqx1 transcript has highest expression in muscle and liver. DQX1 is located between AUP1 and HOX11L1 in a gene-dense region of human Chromosome (Chr) 2p13 and mouse Chr 6. Although DQX1 is within the nonrecombinant region for the mouse neuromuscular mutant mnd2, no difference in coding sequence, transcript length, or transcript abundance was observed between normal mice and mnd2 mutant mice. The ubiquitous expression of DQX1 and its close phylogenetic relationship to the yeast pre-mRNA processing (Prp) proteins suggest a role in cellular RNA metabolism.

Adenosine Triphosphatases↗
PubMed1995

Direct selection of expressed sequences within a 1-Mb region flanking BRCA1 on human chromosome 17q21.

Direct selection of genes within the interval of chromosome 17q21 containing BRCA1 was performed. YAC and cosmid contigs spanning the BRCA1 region were used to select cDNA clones from pools of cDNAs derived from human placenta, HeLa cells, activated T cells, and fetal head. A minimum set of 48 fragments of nonoverlapping cDNAs that unequivocally mapped within a 1-Mb region was identified, although it is not yet known how many of these are derived from the same transcript. DNA sequence analyses revealed that 4 of these cDNAs were derived from known genes (EDH17B2, glucose-6-phosphatase, IAI.3B, and E1AF), 1 is a member of a previously described gene family (HMG-17), and 7 share substantial identity with previously described genes from human or other species. The remainder showed no significant homology to known genes. Limited PCR-based expression profiles of a set of 13 of the genes were performed, and all gave positive results with at least some cDNA sources supporting the contention that they truly represent transcribed sequences. A comparison between genes obtained from this region by direct selection with those obtained by direct screening or exon trapping (see accompanying papers, this issue) revealed that over 90% of the genes identified by exon trapping were represented in the selected material and that at least two additional genes that appear to represent low abundance transcripts with restricted expression profiles were identified by selection but not by other means.

Animals↗
PubMed2004

Identification of promethin and PGLP as two novel up-regulated genes in PPARgamma1-induced adipogenic mouse liver.

Peroxisome proliferator-activated receptor (PPAR) isoforms, alpha, gamma and beta/delta, function as important lipid sensors as well as key regulators of energy homeostasis. PPARalpha plays a dynamic role in energy combustion by transcriptionally upregulating fatty acid oxidation systems primarily in liver, whereas PPARgamma functions as a regulator of adipogenesis and lipid storage. Overexpression of PPARgamma, using adenoviral expression approach, in PPARalpha deficient mouse liver results in hepatic steatosis with concurrent expression of adipocyte specific genes. In this study, to gain a global molecular understanding of PPARgamma1-induced gene expression in liver, we have analyzed gene expression profiles using the Affymetrix GeneChip mouse expression array set 430, that enables a comprehensive gene expression profiling with >39,000 transcripts. Microarray data analysis provided us with over 278 genes up-regulated fourfold or higher, and 121 genes down-regulated fourfold or higher in liver with PPARgamma-induced hepatic adiposis. We have found 101 uncharacterized genes out of 278 up-regulated and 29 uncharacterized among the down-regulated gene categories, respectively. Of 177 functionally characterized candidate genes in the up-regulated category many appear to be involved in adipogenesis, lipid metabolism and signal transduction. To focus attention on the uncharacterized genes in the up-regulated category, we cloned the full-length cDNAs of two novel candidates, which we designated as promethin and PGLP. Promethin, a 15-kDa cytosolic protein, is not normally expressed in liver but induced robustly in liver with hepatic adiposis caused by PPARgamma overexpression. PGLP, which encodes a 38 kDa cytoplasmic membranous protein, is a low abundant transcript in normal liver, but induced dramatically following PPARgamma overexpression. The expression of these two genes was not increased in fatty livers induced by fasting or choline deficiency. The identification of these and other novel PPARgamma-target genes should provide a basis for understanding the molecular mechanisms underlying energy storage and lipid homeostasis.

Adipocytes↗
PubMed2001

Rapid disruption of nitrogen metabolism and nitrate transport in spinach plants deprived of sulphate.

Hydroponically grown spinach plants were deprived of an external source of sulphate after an initial period when the S-supply was sufficient. The time-course of events following this treatment was monitored. The first responses were found in the uptake and translocation of NO(3)(-) and the uptake of SO(4)(2-). The former declined by approximately 50%, the effect being most significant at higher [NO(3)(-)](ext.) while the latter increased 6-fold over a 4 d period. Growth in the absence of external SO(4)(2-) resulted in exhaustion of internal SO(4)(2-) pools, the effect being seen first in roots, then in young leaves and, after a marked delay, in mature leaves. In young leaves, there were dramatic increases in the [NO(3)(-)] and the content of arginine in the first 2 d of S-deprivation. The concentration of glutamine, the most abundant amino acid in S-sufficient conditions, also more than doubled in S-deficient young leaves. The changes in arginine levels were also found in older leaves, but the change in glutamine level was not seen. Assays of nitrate reductase activity (NRA) and nitrate reductase (NR) mRNA from young leaves of S-replete and S-deprived plants revealed a divergence in activity and content only late in the experiments (between days 4 and 8) when results were expressed on a unit leaf basis. However, there were also time-dependent changes in the protein content that kept the specific activities (NRA:protein and RNA:protein) more or less unchanged. The results imply that the impact of S-deficiency on N-utilization are more sensitively monitored by simple measurements of the chemical composition of young leaves than by measurements of NRA or NR transcript abundance. They also suggest that protein synthesis in young leaves is strongly dependent on a continuous supply of SO(4)(2-) from outside the plant.

Arginine↗
PubMed1999

Nuclear genes from Tx CMS maintainer lines are unable to maintain atp6 RNA editing in any anther cell-type in the sorghum bicolor A3 cytoplasm.

RNA editing and cytoplasmic male sterility are two important phenomena associated with higher plant mitochondria. We recently have shown a potential function of RNA editing in CMS development. The frequency of atp6 RNA editing was specifically reduced in anthers of male-sterile Sorghum bicolor, which increased in frequency in partially restored progeny. Here we present data that show that the loss of RNA editing capability also occurs in a second nuclear background that allows the expression of male sterility. Loss of RNA editing thus appears to be associated with unique combinations of male-sterile cytoplasm and non-restoring nuclear backgrounds. In addition, the reduction of RNA editing affects both gametophytic and sporophytic anther cell-types but not other floral tissues. An analysis of F(2) plants exhibiting different levels of fertility indicates a co-segregation of fertility restoration and atp6 RNA editing. The atp6 transcript abundance is similar in seedlings and anthers of male-sterile, partially restored, and male-fertile lines and thus is not associated with loss of atp6 RNA editing in anthers. A model for RNA editing and male sterility based on the data available is presented. Functional correlations with other CMS systems are also discussed.

Cell Nucleus↗
PubMed2005

Characterizing the grape transcriptome. Analysis of expressed sequence tags from multiple Vitis species and development of a compendium of gene expression during berry development.

We report the analysis and annotation of 146,075 expressed sequence tags from Vitis species. The majority of these sequences were derived from different cultivars of Vitis vinifera, comprising an estimated 25,746 unique contig and singleton sequences that survey transcription in various tissues and developmental stages and during biotic and abiotic stress. Putatively homologous proteins were identified for over 17,752 of the transcripts, with 1,962 transcripts further subdivided into one or more Gene Ontology categories. A simple structured vocabulary, with modules for plant genotype, plant development, and stress, was developed to describe the relationship between individual expressed sequence tags and cDNA libraries; the resulting vocabulary provides query terms to facilitate data mining within the context of a relational database. As a measure of the extent to which characterized metabolic pathways were encompassed by the data set, we searched for homologs of the enzymes leading from glycolysis, through the oxidative/nonoxidative pentose phosphate pathway, and into the general phenylpropanoid pathway. Homologs were identified for 65 of these 77 enzymes, with 86% of enzymatic steps represented by paralogous genes. Differentially expressed transcripts were identified by means of a stringent believability index cutoff of > or =98.4%. Correlation analysis and two-dimensional hierarchical clustering grouped these transcripts according to similarity of expression. In the broadest analysis, 665 differentially expressed transcripts were identified across 29 cDNA libraries, representing a range of developmental and stress conditions. The groupings revealed expected associations between plant developmental stages and tissue types, with the notable exception of abiotic stress treatments. A more focused analysis of flower and berry development identified 87 differentially expressed transcripts and provides the basis for a compendium that relates gene expression and annotation to previously characterized aspects of berry development and physiology. Comparison with published results for select genes, as well as correlation analysis between independent data sets, suggests that the inferred in silico patterns of expression are likely to be an accurate representation of transcript abundance for the conditions surveyed. Thus, the combined data set reveals the in silico expression patterns for hundreds of genes in V. vinifera, the majority of which have not been previously studied within this species.

DNA, Complementary↗
PubMed2001

Interaction and cooperation of mi transcription factor (MITF) and myc-associated zinc-finger protein-related factor (MAZR) for transcription of mouse mast cell protease 6 gene.

The mi transcription factor (MITF) is a basic-helix-loop-helix leucine zipper (bHLH-Zip) transcription factor that is important for the normal phenotypic expression of mast cells. Most transcription factors function in cooperation with other factors by protein-protein interactions. To search proteins interacting with MITF, we carried out a yeast two-hybrid screen and isolated Myc-associated zinc-finger protein related factor (MAZR) as a partner of MITF. When expressed with MITF in NIH/3T3 cells, MAZR was colocalized with MITF. The association of MAZR with MITF was further confirmed by a co-immunoprecipitation study and in vitro binding assay. The zinc-finger domain of MAZR and the Zip domain of MITF were essential for the interaction. MAZR was expressed in cultured mast cells and MST mastocytoma cells containing mouse mast cell protease (mMCP)-6 transcript abundantly. The overexpression of dominant negative MAZR in MST mastocytoma cells reduced the amount of mMCP-6 mRNA. The simultaneous transfection of MAZR and MITF significantly increased the promoter activity of the mMCP-6 gene, indicating that the MAZR and MITF synergistically transactivated the mMCP-6 gene. MAZR appeared to play important roles in the normal phenotypic expression of mast cells in association with MITF.

3T3 Cells↗
PubMed2005

Identification of genes regulated by changing salinity in the deep-sea bacterium Shewanella sp. WP3 using RNA arbitrarily primed PCR.

The differential gene transcription of a deep-sea bacterium Shewanella sp. WP3 in response to changing salinity was analyzed by RNA fingerprinting using arbitrarily primed PCR (RAP-PCR). Ninety primer sets were used to scan two different RNA pools derived from cultures of 1% and 7% NaCl concentrations. Forty-three putative differential-expressed fragments were identified, cloned, and sequenced. Six out of the 43 fragments were confirmed to be truly differentially transcribed in terms of changing salinity. The deduced amino acid sequences of the six gene fragments showed highest identities (66-96%) with ribosomal protein L24, ATP binding protein, and chaperon protein HscA of Shewanella oneidensis MR-1 (Y6, Y9, and Y29); isocitrate lyase of Pseudomonas aeruginosa (Y15); peptidylprolyl cis-trans isomerase of Shewanella sp. SIB1 (Y21), glutamine synthetase of Shewanella violacea (Y25), respectively. Four genes (Y6, Y15, Y21, and Y25) were up regulated in 7% NaCl, while the other two (Y9 and Y29) contained more abundant transcripts in 1% NaCl. The data suggested that strategies involved in controlling protein synthesis, protein folding and/or trafficking, glutamate concentration, fatty acid metabolism, and substance transporting were used for salt adaptation in Shewanella sp. WP3. The expression patterns of the six genes in response to transient stress shocks including salt shock (3% NaCl shift to 12%), cold shock (15 degrees C shift to 0 degrees C), and high-hydrostatic pressure shock (0.1 MPa shift to 50 MPa) were further examined. Y29 encoding the putative HscA chaperon protein was indicated to be involved in adaptation of all the stresses tested.

Cold Temperature↗
PubMed2026

The KEAP1-NFE2L2/NRF2 Axis in Non-Small Cell Lung Cancer Radioresistance: Redox Homeostasis and Emerging DNA Damage Response Mechanisms.

Radioresistance and local recurrence remain major barriers to effective radiotherapy in non-small cell lung cancer (NSCLC). Loss-of-function KEAP1 alterations or activating NFE2L2 alterations can stabilize NRF2, but do not alone establish sustained transcriptional activity or functional dependency. This focused narrative review evaluates clinical radiotherapy studies and mechanistically informative preclinical studies linking the KEAP1-NFE2L2/NRF2 axis to NSCLC radioresistance. We prioritized clinical studies reporting radiotherapy-specific outcomes and preclinical studies coupling NRF2-related molecular status or perturbation with radiation-response endpoints; contextual studies informed metabolic, DNA damage response (DDR), immune and normal-lung effects. Evidence most consistently supports NRF2-mediated redox protection through glutathione-dependent defense, cellular reducing capacity and antioxidant enzymes, limiting radiation-induced reactive oxygen species (ROS) accumulation and oxidative injury. Limited studies further suggest that NRF2 may affect DNA-damage signaling, checkpoint control and repair. The detailed RPA32-TOPBP1-ATR-CHK1 model is therefore considered proposed rather than established in NRF2-active NSCLC. Retrospective clinical studies associate pathogenic KEAP1/NFE2L2 alterations with impaired local control in some radiotherapy-treated cohorts, but do not justify treating genomic status, protein abundance, transcriptional activity and functional dependency as equivalent measures or demonstrate treatment-predictive value. NRF2-mediated normal-lung protection also constrains systemic inhibition. Prospective studies integrating molecular classification, radiation-response endpoints, local control and normal-tissue toxicity are required before biomarker-guided radiosensitization can be considered.

DNA damage response↗
PubMed2004

Strong selective sweep associated with a transposon insertion in Drosophila simulans.

We know little about several important properties of beneficial mutations, including their mutational origin, their phenotypic effects (e.g., protein structure changes vs. regulatory changes), and the frequency and rapidity with which they become fixed in a population. One signature of the spread of beneficial mutations is the reduction of heterozygosity at linked sites. Here, we present population genetic data from several loci across chromosome arm 2R in Drosophila simulans. A 100-kb segment from a freely recombining region of this chromosome shows extremely reduced heterozygosity in a California population sample, yet typical levels of divergence between species, suggesting that at least one episode of strong directional selection has occurred in the region. The 5' flanking sequence of one gene in this region, Cyp6g1 (a cytochrome P450), is nearly fixed for a Doc transposable element insertion. Presence of the insertion is correlated with increased transcript abundance of Cyp6g1, a phenotype previously shown to be associated with insecticide resistance in Drosophila melanogaster. Surveys of nucleotide variation in the same genomic region in an African D. simulans population revealed no evidence for a high-frequency Doc element and no evidence for reduced polymorphism. These data are consistent with the notion that the Doc element is a geographically restricted beneficial mutation. Data from D. simulans Cyp6g1 are paralleled in many respects by data from its sister species D. melanogaster.

Animals↗
PubMed1992

Dictyostelium giganteum plasmid Dgp1 is a member of the Ddp2 plasmid family.

Dgp1, a circular 4.4-kb plasmid found in the nuclei of Dictyostelium giganteum strain DG61, is a member of the same plasmid family as plasmids Ddp2 and pDG1. Dgp1 has sequence similarity to a conserved region of the Ddp2 and pDG1 open reading frames. As with Ddp2 and pDG1, a single large RNA is transcribed from Dgp1. This 3.3-kb transcript is present at about 350 copies per vegetative cell. The transcript abundance decreased about 10-fold in early aggregation and continued at this lower level until late culmination when it returned to the level seen in vegetative cells. Dgp1 has a repeat of several hundred base pairs in a location, relative to the transcribed region, similar to the inverted repeats found in Ddp2 and pDG1. Dgp1 cannot be maintained as a plasmid in Dictyostelium discoideum AX4 cells, suggesting that Dgp1 carries species-specific maintenance elements.

Amino Acid Sequence↗
PubMed2000

Expression of fatty acid and lipid biosynthetic genes.

An assessment of the transcript abundance of several fatty acid and lipid biosynthetic genes has been made. Total RNA was extracted from embryos at different stages of development and mRNA was analysed by quantitative Northern blots and used to probe cDNA arrays. Central fatty acid synthase components were present at different steady-state levels, but at constant ratios throughout development; ancillary components were generally expressed at higher levels, but at constant ratios over the period of maximum fatty acid biosynthesis.

3-Oxoacyl-(Acyl-Carrier-Protein) Synthase↗
PubMed2005

An approach towards experimental cDNA sequence determination of predicted genes: an example from Arabidopsis U3-55k homologues.

Experimental cDNA sequence determinations lag behind in silico gene structure predictions in some recently sequenced genomes. This may be due in part to low transcript abundance and/or the severely spatio-temporarily restricted expression pattern of some genes. Here we characterize the predicted repressed gene of Arabidopsis thaliana (At4g21130) that encodes a homologue of the Arabidopsis U3-55K-like protein (At4g05410) and of the U3-55K (RNU3IP2, Rrp9p) proteins from other eukaryotes. In man and yeast, U3-55K is involved in the processing of the pre-ribosomal RNA. Here we show that treatment with inhibitors of histone deacetylases (trichostatin A, sodium butyrate) or DNA methyltransferases (5-aza-2'-deoxycytidine) induces a low but distinct level of mRNA from the repressed Arabidopsis At4g21130 locus, which can be detected by RT-PCR amplification. Direct sequencing of PCR products reveals the open reading frame that differs, in part, from the hypothetical one and encodes a seven-WD-repeat protein highly conserved when compared to U3-55K proteins from various eukaryotic species. This suggests the conservation of its function. The described approach may help to determine the nucleotide sequences of transcripts from predicted genes with a low level of expression.

Amino Acid Sequence↗
PubMed2004

The global regulator GacS of a biocontrol bacterium Pseudomonas chlororaphis O6 regulates transcription from the rpoS gene encoding a stationary-phase sigma factor and affects survival in oxidative stress.

The global regulator, GacS (global activator for antibiotics and cyanide sensor kinase), of the rhizosphere bacterium Pseudomonas chlororaphis O6 (Pc O6) was required for increased resistance to hydrogen peroxide as cultures mature. Specific bands of peroxidase and catalase activity were absent in the stationary-phase cells of the Pc O6 gacS mutant, whereas a manganese superoxide dismutase (MnSOD) isozyme was expressed earlier and to a greater extent than in the wild-type. In the wild-type cell, transcript accumulation of rpoS was higher in late logarithmic (log)-phase cells than cells from mid log-phase or stationary-phase. Transcript abundance from rpoS was reduced in the gacS mutant throughout the growth phase compared to the wild-type expression. The sequence of a small RNA, rsmZ, found downstream of rpoS in other pseudomonads was lacking in Pc O6. This RNA is implicated in the control of genes activated by the GacS system. Thus, the mechanism by which GacS mediates the activation of genes under its control requires further investigation in Pc O6.

Bacterial Proteins↗
PubMed2004

A rapid method for computationally inferring transcriptome coverage and microarray sensitivity.

MOTIVATION: There are many different gene expression technologies, including cDNA and oligo-based microarrays, SAGE and MPSS. For each organism of interest, coverage of the transcriptome and the genome will be different. We address the question of what level of coverage is required to exploit the sensitivity of the different technologies, and what is the sensitivity of the different approaches in the experimental study. RESULTS: We estimate the transcriptome coverage by randomly sampling transcripts from a pre-defined tag-to-gene mapping function. For a given microarray experiment, we locate the thresholds in intensities that define the distribution of transcript abundance. These values are compared against the distribution obtained by applying the same thresholds to the intensities from differentially expressed genes. The ratio of these two distributions meets at the equilibrium defining sensitivity. We conclude that a collection of approximately 340,000 sequences is adequate for microarrays, but not large enough for maximum utilization of tag-based technologies. In the absence of large-scale sequencing, the majority of the tags detected by the latter approaches will remain unidentified until the genome sequence is available.

Algorithms↗
PubMed1987

Yeast mitochondrial RNA polymerase is homologous to those encoded by bacteriophages T3 and T7.

Analysis of the nucleotide sequence of the genetic locus for yeast mitochondrial RNA polymerase (RPO41) reveals a continuous open reading frame with the coding potential for a polypeptide of 1351 amino acids, a size consistent with the electrophoretic mobility of this enzymatic activity. The transcription product from this gene spans the singular reading frame. In vivo transcript abundance reflects codon usage and growth under stringent conditions for mitochondrial biogenesis and function results in a several fold higher level of gene expression than growth under glucose repression. A comparison of the yeast mitochondrial RNA polymerase amino acid sequence to those of E. coli RNA polymerase subunits failed to demonstrate any regions of homology. Interestingly, the mitochondrial enzyme is highly homologous to the DNA-directed RNA polymerases of bacteriophages T3 and T7, especially in regions most highly conserved between the T3 and T7 enzymes themselves.

Amino Acid Sequence↗