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Evaluation of gene expression analysis using RNA-targeted partial genome arrays.

Highly parallel cDNA targeting microarrays have been established over the last years as the quasi-standard for genome wide expression profiling in pro- and eukaryotes. Protocols for the direct detection of RNA or aRNA (amplified RNA) are currently emerging. This allows to circumvent the bias introduced by enzymatic target molecule preparation. To systematically evaluate the extent of non-specific target binding on oligonucleotide microarrays designed for total RNA expression profiling, a model system of 70-mer probes targeting genes involved in magnetosome formation (mam genes) of the bacterium Magnetospirillum gryphiswaldense was established utilizing wild-type strain MSR-1 and an isogenic deletion mutant MSR-1B that lacks all mam genes. An optimized protocol for the direct chemical labelling of total cellular RNAs was used. A linear correlation between the amount of applied RNA and the mean global background intensity was found which enables a simple and unbiased way of normalizing the data. The results obtained with the mam deletion mutant MSR-1B revealed a significant number of false positive signals, even under optimal hybridization conditions. This indicates a high degree of non-specific binding in microarray experiments when using longer oligo- or polynucleotides and RNA as target molecule. Comparative microarray analysis of an MSR-1B culture and two MSR-1 wild-type cultures grown under different conditions was done via a three-colour hybridization assay. The additional information provided by the MSR-1B transcriptome revealed differential gene expression in the two MSR-1 cultures, which was otherwise undetectable.

Gene Expression Profiling↗

cDNA cloning, expression analysis, and mapping of the mouse Nedd4 gene.

The Nedd4 gene was initially identified by a subtraction cloning approach as a highly expressed transcript in the mouse embryonic brain. Cloning of the Nedd4 cDNA indicated that it can encode a protein of approximately 103 kDa, consisting of a Ca2+ and phospholipid binding domain, three putative protein-protein interaction domains (the WW domains), and a carboxyl-terminus region similar to the ubiquitin-protein ligase domain (hect domain). In mouse embryos, the expression of Nedd4 in the central nervous system is highest during neurogenesis and decreases as development progresses. In addition to the central nervous system, the expression of Nedd4 is detected in various embryonic tissues and persists in most adult tissues. Using an antibody raised against a fusion protein, we show that Nedd4 protein is localized to the cellular cytoplasm. We have mapped the mouse Nedd4 gene to chromosome 9 using an interspecific backcross panel. Nedd4 maps to a previously defined homologous region between human and mouse chromosomes and thus provides additional information regarding interspecies comparative mapping.

Amino Acid Sequence↗

Real-time gene expression analysis in carp (Cyprinus carpio L.) skin: inflammatory responses to injury mimicking infection with ectoparasites.

We studied a predictive model of gene expression induced by mechanical injury of fish skin, to resolve the confounding effects on the immune system induced by injury and skin parasite-specific molecules. We applied real time quantitative PCR (RQ-PCR) to measure the expression of the pro-inflammatory cytokines CXCa, CXCb, interleukin (IL)1-beta, tumor necrosis factor alpha (TNFalpha), and the receptors IL1R1, CXCR1 and CXCR2 in skin of Cyprinus carpio after mechanical injury. We also studied the expression of the anti-inflammatory cytokine IL-10. Most obvious, specific up-regulation of the chemokine CXCa, the chemokine receptor CXCR1 and the pro-inflammatory cytokine IL-beta was detected at 2-3h after injury. In order to correlate gene expression patterns after injury with cell migration, we studied chemotaxis of head kidney leukocytes towards lysates of epithelioma papulosum cyprini (EPC) cells. Neutrophilic granulocytes were shown to migrate towards epithelial lysates. Using immunohistochemistry we observed that the early inflammatory response after injury involved an influx of cells, most probably neutrophilic granulocytes, into the injured area. This suggests that the increased expression of pro-inflammatory genes is related to a rapid influx of neutrophilic granulocytes.

Animals↗

[Methylation and expression analysis of p16(INK4a) and RB genes in meningiomas].

OBJECTIVE: To investigate the methylation of p16(INK4a) and RB gene, and the expression of p16(INK4a) in meningiomas. METHODS: Methylation-specific polymerase chain reaction (MSP) was used to detect the methylation of p16(INK4a) and RB in 50 cases of meningiomas, and immunostaining was performed to analyze the protein expression of p16(INK4a) in 25 of those cases. RESULTS: No methylation was found in the benign meningiomas, whereas methylation of p16(INK4a)or RB occurred in 6(37.5%) cases of grade II tumors and 4(28.6%) cases of grade III tumors, and among these cases, an atypical meningioma showed methylation of both genes. Thirteen cases showed p16(INK4a) positive expression, but none of them was methylated. CONCLUSION: The methylation of p16(INK4a) or RB is related with the tumorigenesis and progression of atypical and anaplastic meningiomas, and a probable mechanism is that methylation causes the loss of expression and leads to dysfuncation of the p16(INK4a)/cyclin D1/CDK4/RB pathway.

Adolescent↗

Expression analysis of protein kinase C isozymes and multidrug resistance associated genes in ovarian cancer cells.

We recently demonstrated a correlation between the expression levels of the PKC eta isozyme and the MDR1 or MRP genes in blasts from AML patients, and in primary breast cancers. In order to extend these findings we analysed ovarian cancer cells from 14 ascites aspirates from 8 patients using a cDNA-PCR approach. 5 patients were examined in follow up studies. 4 out of these 5 patients received continuous chemotherapy. The relative increases in MDR1, MRP, LRP or PKC eta mRNA expression levels were monitored. In one of these patients combined significant increase in MDR1, MRP, LRP and PKC was seen. One follow up sample was obtained after chemotherapy was discontinued. In this case significant relative decreases of MDR1, LRP and PKC eta mRNA expression levels were found. Furthermore, a significant positive correlation was determined for the relative mRNA expression levels of MRP and PKC eta. These results point to a multifactorial emergence of MDR in this type of tumor with a possible involvement of the PKC eta isozyme.

ATP Binding Cassette Transporter, Subfamily B, Mem↗

Glial inflammation and neurodegeneration induced by candoxin, a novel neurotoxin from Bungarus candidus venom: global gene expression analysis using microarray.

Candoxin (PDB #1JGK), a three-finger neurotoxin from Bungarus candidus venom, inhibits post-synaptic neuromuscular and neuronal alpha7nACh-receptors, and induces delayed cell-death throughout the glial population. When applied to cultured human glial cell lines, candoxin (CDX) induced cell death in a concentration (EC(50) approximately 1muM) and time dependent manner. Results of TUNEL-histochemistry further confirm CDX-induced brain (hippocampus, frontal cortex, and temporal regions) damage when administered intracerebroventricularly (i.c.v) in adult mice. In this study, we explored differential gene expression profiles following exposure of human glial (Hs 683) cell lines to CDX at various time intervals using Affymetrix-GeneChips. By means of MAS and GeneSpring analyses, 105 genes whose expression was significantly (P<0.01) altered by at least 3-fold were selected. Results of the genome analysis reveal that the potential role of CDX at molecular level involves the regulation of genes in signal transduction, ubiquitin-inflammation, mitochondrial-dysfunction, and damage-response pathways. In addition, using QRT-PCR and rationally designed specific CDX-binding peptide (P-NT.II), we identified the genes-IL7R, IL13RA2, IL-1beta, TNFRSF12A, GADD45A, CD44 and IFI44-that might play an important role in CDX-induced glial inflammation, DNA-damage and degeneration. These findings reveal new insight into the molecular mechanisms of glial-driven neurodegeneration after exposure to neurotoxins.

Analysis of Variance↗

Molecular cloning and preliminary expression analysis of banded dogfish (Triakis scyllia) CC chemokine cDNAs by use of suppression subtractive hybridization.

Suppression subtractive hybridization was carried out by using cDNAs of peripheral white blood cells (PWBCs) of banded dogfish (Triakis scyllia) after phorbol 12-myristate 13-acetate (PMA) stimulation. The Trsc-SCYA107, MIP3alpha1 and MIP3alpha2 clones contained an open reading frame encoding 97, 99 and 97 amino acids, respectively. Comparison of the deduced amino acids showed that the banded dogfish MIP3alpha1 and MIP3alpha2 sequences shared 42.3% and 40.0% identity with human SCYA20, respectively, while the Trsc-SCYA107 sequence shared 50.6, 44.2 and 42.0% identity with the catshark (Scyliorhinus canicula) Scca-SCYA107, rainbow trout (Oncorhynchus mykiss) CK4A and CK4B, respectively. The genomic sequences of banded dogfish Trsc-SCYA107, MIP3alpha1 and MIP3alpha2 contain four exons and three introns, and MIP3alpha1 and MIP3alpha2 shared the same intron/exon organization with that of human. The MIP3alpha1 and MIP3alpha2 genes of lipopolysaccharide (LPS)-unstimulated banded dogfish were expressed in gill, kidney and liver, while Trsc-SCYA107 mRNA was detected in various tissues except for brain. However, the constitutive expression of MIP3alpha2 gene was much lower than the Trsc-SCYA107 and MIP3alpha1 genes. RT-PCR analysis of the Trsc-SCYA107 expression in tissues of LPS-stimulated fish showed enhanced expression at 24 h poststimulation in the gill, heart, leydig, spleen and testes, while the expression of MIP3alpha1 and MIP3alpha2 was not influenced by LPS-stimulation in vivo. Furthermore, a relative increase in the expression of the Trsc-SCYA107 and MIP3alpha2 genes in PWBCs was observed at 1-12 h poststimulation with PMA and LPS, with maximal expression observed at 3 h, while MIP3alpha1 expression was observed at 3-12 h poststimulation only with PMA.

Amino Acid Sequence↗

Expression analysis of the family of 14-3-3 proteins in zebrafish development.

14-3-3 proteins comprise a family of dimeric multi-functional proteins present in all eukaryotes, that are important in a whelm of ubiquitous biological processes. We have analyzed the genomic structure of all 14-3-3s from zebrafish comprising 11 genes and have analyzed their phylogeny. The gene family was cloned and its expression pattern in zebrafish embryogenesis was analyzed by whole mount in situ hybridization and microarray analysis with gene specific probes. We demonstrate that maternal mRNA of 14-3-3s is expressed evenly at the first cell division. At later stage all genes are expressed in a patterned way with, in most cases, intricate patterns in the developing brain. Our result shows distinct expression patterns of various genes. Microarray results show that differences in expression levels of highly similar 14-3-3 genes also occur in the adult stage.

14-3-3 Proteins↗

Cloning and expression analysis of beta-galactosidase gene related to softening of banana (Musa sp.) fruit.

Beta-galactosidase is thought to be involved in fruit softening through cleaving beta(1-->4) galactan bonds in cell wall hemicellulose. To study the relationship between fruit softening and beta-Gal during banana (Musa sp.) fruit ripening, a beta-Gal cDNA fragment, named MA-Gal, has been cloned from banana fruit pulp using RT-PCR in this study. The results of sequence analysis showed that MA-Gal contained 927 bp, encoding a polypeptide of 309 amino acids, the deduced protein was highly homologous to plant beta-galactosidase expressed in fruit ripening. The MA-Gal putative amino acids have five homologous domains (typical eukaryotic beta-Gals have seven domains), contain the GGPIILSQIENEY(F) motif, which is a presumptive catalytic active site conserved in all beta-Gals. Phylogenetic analysis showed that MA-Gal was in plant beta-Gal group I, which was expressed in fruit tissue. The changes in beta-Gal activity and firmness in pulp during three different stages were also assayed. The Northern analysis showed that the MA-Gal transcripts in pulp were detected at low level at preclimacteric stage, while an increasing progression was observed during fruit ripening, and the highest transcript amount was found at the postclimacteric stage. These results suggest that MA-Gal may play a role during banana fruit ripening and softening.

Amino Acid Sequence↗

PCR expression analysis of the estrogen-inducible gene BCEI in gastrointestinal and other human tumors.

A polymerase chain reaction (PCR) assay was developed to test for tumor cell specific expression of the BCEI gene. This new marker gene, reported at first for human breast cancer, was found specifically active in various gastrointestinal carcinomas by previously applying immunohistochemistry and RNA (Northern blot) analysis. Presently, by using reverse transcription-PCR analysis, a series of primary tumor tissues and established tumor cell lines were tested for BCEI transcription. This approach was compared to immunostaining achieved by an antibody directed against the BCEI gene's product. The result demonstrate the superior sensitivity of PCR by indicating the gene's expression in cases where immunohistochemical testing remained negative.

Base Sequence↗

Cloning of a cDNA encoding DNA topoisomerase I in Daucus carota and expression analysis in relation to cell proliferation.

DNA topoisomerase I is an enzyme involved in several processes related to DNA metabolism. Despite the physiological importance, the regulation of top1 gene expression has not yet been investigated in plants. In order to monitor the possible correlation between levels of top1 transcripts and the proliferative state of the cell, two partially overlapping cDNAs encoding DNA topoisomerase I from Daucus carota have been isolated from a poly(A)(+)-primed library, using an Arabidopsis thaliana probe, and from a cDNA library spanning the 5' region of the top1 transcript, which was constructed using an antisense specific oligonucleotide. The top1 nucleotide sequence encoded an open reading frame of 2370 bp, predicting a protein of 90 kDa. The deduced amino acid sequence showed a similarity of 51% with A. thaliana, 41% with S. cerevisiae, 40% with S. pombe and 31% with H. sapiens, respectively. Southern blot analysis, performed under moderate stringency conditions, showed the presence of a single-copy gene. Evaluation of the top1 mRNA steady-state level revealed, besides a constitutive expression in vegetative carrot tissues, an induced expression related to cell proliferation.

Amino Acid Sequence↗

Incorporation of gene-specific variability improves expression analysis using high-density DNA microarrays.

BACKGROUND: The assessment of data reproducibility is essential for application of microarray technology to exploration of biological pathways and disease states. Technical variability in data analysis largely depends on signal intensity. Within that context, the reproducibility of individual probe sets has not been hitherto addressed. RESULTS: We used an extraordinarily large replicate data set derived from human placental trophoblast to analyze probe-specific contribution to variability of gene expression. We found that signal variability, in addition to being signal-intensity dependant, is probe set-specific. Importantly, we developed a novel method to quantify the contribution of this probe set-specific variability. Furthermore, we devised a formula that incorporates a priori-computed, replicate-based information on probe set- and intensity-specific variability in determination of expression changes even without technical replicates. CONCLUSION: The strategy of incorporating probe set-specific variability is superior to analysis based on arbitrary fold-change thresholds. We recommend its incorporation to any computation of gene expression changes using high-density DNA microarrays. A Java application implementing our T-score is available at http://www.sadovsky.wustl.edu/tscore.html.

Algorithms↗

An expression analysis of a gene family encoding plasma membrane aquaporins in response to abiotic stresses in Arabidopsis thaliana.

Aquaporin belongs to a highly conserved group of membrane proteins called major intrinsic proteins that facilitate water transport across biological membranes. The genome of Arabidopsis encodes 35 aquaporin genes with 13 homologs in the plasma membrane intrinsic protein (PIP) subgroup. However, the function of each individual aquaporin isoform and the integrated function of plant aquaporins under various physiological conditions remain unclear. As a step toward understanding the aquaporin function in plants under various environmental stimuli, the expressions of a gene family encoding 13 PIPs in Arabidopsis thaliana under various abiotic stress conditions including drought, cold, and high salinity, or abscisic acid (ABA) treatment were investigated by a quantitative real-time reverse transcription-PCR analysis. Several PIP genes were predominantly expressed either in the roots or in the flowers. The expressions of both the highly expressed aquaporins including PIP1;1, PIP1;2, and PIP2;7 and the weakly expressed aquaporins such as PIP1;4, PIP2;1, PIP2;4, and PIP2;5 were modulated by external stimuli. The analyses of our data revealed that only the PIP2;5 was up-regulated by cold treatment, and most of the PIP genes were down-regulated by cold stress. Marked up- or down-regulation in PIP expression was observed by drought stress, whereas PIP genes were less-severely modulated by high salinity. The responsiveness of each aquaporin to ABA were different, implying that the regulation of aquaporin expression involves both ABA-dependent and ABA-independent signaling pathways. Together, our comprehensive expression profile of the 13 members of the PIP gene family provides novel basis to allocate the stress-related biological function to each PIP gene.

Abscisic Acid↗

A second L-type isozyme of potato glucan phosphorylase: cloning, antisense inhibition and expression analysis.

In potato tubers two starch phosphorylase isozymes, types L and H, have been described and are believed to be responsible for the complete starch breakdown in this tissue. Type L has been localized in amyloplasts, whereas type H is located within the cytosol. In order to investigate whether the same isozymes are also present in potato leaf tissue a cDNA expression library from potato leaves was screened using a monoclonal antibody recognizing both isozyme forms. Besides the already described tuber L-type isozyme a cDNA clone encoding a second L-type isozyme was isolated. The 3171 nucleotide long cDNA clone contains an uninterrupted open reading frame of 2922 nucleotides which encodes a polypeptide of 974 amino acids. Sequence comparison between both L-type isozymes on the amino acid level showed that the polypeptides are highly homologous to each other, reaching 81-84% identity over most parts of the polypeptide. However the regions containing the transit peptide (amino acids 1-81) and the insertion sequence (amino acids 463-570) are highly diverse, reaching identities of only 22.0% and 29.0% respectively. Northern analysis revealed that both forms are differentially expressed. The steady-state mRNA levels of the tuber L-type isozyme accumulates strongly in potato tubers and only weakly in leaf tissues, whereas the mRNA of the leaf L-type isozyme accumulates in both tissues to the same extent. Constitutive expression of an antisense RNA specific for the leaf L-type gene resulted in a strong reduction of starch phosphorylase L-type activity in leaf tissue, but had only sparse effects in potato tuber tissues. Determination of the leaf starch content revealed that antisense repression of the starch phosphorylase activity has no significant influence on starch accumulation in leaves of transgenic potato plants. This result indicated that different L-type genes are responsible for the starch phosphorylase activity in different tissues, but the function of the different enzymes remains unclear.

Amino Acid Sequence↗