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Influence of histochemical stains on quantitative gene expression analysis after laser-assisted microdissection.

Laser-assisted microdissection (LAM) allows isolation of specific cell populations for molecular studies. The combination of LAM and of real-time quantitative reverse transcriptase-polymerase chain reaction (RT-PCR) enables generation of quantitative cell-specific gene expression data. Histochemical stains used to identify cells desired for LAM should provide acceptable morphology and not interfere with RNA or with subsequent molecular analysis techniques. To determine a reliable stain for analysing RNA, using the housekeeping gene, RPL13A, we performed quantitative gene expression analysis of laser microdissected cells from prostatic frozen tissues. The frozen sections were histochemically stained with hematoxylin, methyl green, toluidine blue O and May-Grunwald. After laser microdissection real-time quantitative RT-PCR was performed. Methyl green yielded more RT-PCR product than did the other dyes. The lowest yield of amplification was obtained after May-Grunwald staining. Therefore we recommend methyl green for general use in gene expression analysis, especially when handling small amounts of RNA.

Ethidium↗

Global gene expression analysis in the bones reveals involvement of several novel genes and pathways in mediating an anabolic response of mechanical loading in mice.

To identify the genes and signal pathways responsible for mechanical loading-induced bone formation, we evaluated differential gene expression on a global basis in the tibias of C57BL/6J (B6) mice after four days of four-point bending. We applied mechanical loads to the right tibias of the B6 mice at 9 N, 2 Hz for 36 cycles per day, with the left tibias used as unloaded controls. RNA from the tibias was harvested 24 h after last stimulation and subjected to microarray. Of the 20,280 transcripts hybridized to the array, 346 were differentially expressed in the loaded bones compared to the controls. The validity of the microarray data was established with the increased expression of bone-related genes such as pleiotrophin, osteoglycin, and legumain upon four-point bending and confirmation of increased expression of selected genes by real-time PCR. The list of differentially expressed genes includes genes involved in cell growth, differentiation, adhesion, proteolysis, as well as signaling molecules of receptors for growth factors, integrin, Ephrin B2, endothelin, and adhesion G protein coupled receptor. Pathway analyses suggested that 28 out of the 346 genes exhibited a direct biological association. Among the biological network, fibronectin and pleitrophin function as important signaling molecules in regulating periosteal bone formation and resorption in response to four-point bending. Furthermore, some expressed sequence tags (ESTs) with no prior known function have been identified as potential mediators of mechanotransduction signaling pathways. Further studies on these previously unknown genes will improve our understanding of the molecular pathways and mechanisms involved in bone's response to mechanical stress.

Anabolic Agents↗

Global gene expression analysis of human bronchial epithelial cells treated with tobacco condensates.

Gene expression patterns were assessed in normal human bronchial epithelial (NHBE) cells exposed to cigarette smoke condensates (CSC) from commercial cigarettes in order to develop a better understanding of the genomic impact of tobacco exposure, and to define biomarkers that can potentially discriminate tobacco-related effects and outcomes in a clinical setting. NHBE cells were treated with CSCs from two American brands for up to 12 hours in the presence of S9 microsomal fraction from Aroclor 1254-treated rats. High-density oligonucleotide microarrays coupled with a novel statistical analysis that relies on statistical significance levels rather than arbitrary fold-change differences was used to identify genes that undergo expression alterations upon treatment. Expression patterns of approximately 3700 genes were altered after CSC treatments. While a majority of these genes were affected by both CSCs, each condensate also affected a unique subset of approximately 1000 genes. An unexpected finding was that S9, required for metabolizing procarcinogens in CSCs to carcinogenic metabolites, also altered the expression of approximately 1700 genes. Exposure of NHBE cells to different CSCs alters the expression of a large set of genes that affect a common set of biological pathways including those relevant to carcinogenesis. Identification of CSC-affected genes and underlying biological processes may generate an atlas of molecular events that includes biomarkers of tobacco exposure and disease status in smokers. Finally, the finding that S9 affects the expression of a number of genes may have implications for various toxicogenetic assays currently used by regulatory agencies to evaluate harmful effects in exposed humans.

Adult↗

Characterization of primary rat proximal tubular cells by gene expression analysis.

The kidney plays a major role in excretory and reabsorptive processes. The kidney cortex consists primarily of proximal tubular cells, which are epithelial cells that are often involved in the induction and progression of various kidney diseases. Therefore primary proximal tubular cells are widely used as a renal cell model. To further characterize this kidney in vitro model different time points in culture after isolation of the cells were compared to the cortex in vivo using gene expression analysis based on microarrays. This study revealed that many metabolic pathways and some kidney-specific functions are lacking in the in vitro model. Furthermore genes involved in RNA and protein synthesis, intracellular transport, extracellular matrix and cytoskeletal organization were upregulated in culture compared to in vivo, indicating proliferation of the cells and differentiation into a cell culture phenotype. The data represented here may help to evaluate the in vivo relevance of results obtained with this in vitro model.

Animals↗

Development of a prostate cDNA microarray and statistical gene expression analysis package.

A cDNA microarray comprising 5184 different cDNAs spotted onto nylon membrane filters was developed for prostate gene expression studies. The clones used for arraying were identified by cluster analysis of > 35 000 prostate cDNA library-derived expressed sequence tags (ESTs) present in the dbEST database maintained by the National Center for Biotechnology Information. Total RNA from two cell lines, prostate line 8.4 and melanoma line UACC903, was used to make radiolabeled probe for filter hybridizations. The absolute intensity of each individual cDNA spot was determined by phosphorimager scanning and evaluated by a bioinformatics package developed specifically for analysis of cDNA microarray experimentation. Results indicated 89% of the genes showed intensity levels above background in prostate cells compared with only 28% in melanoma cells. Replicate probe preparations yielded results with correlation values ranging from r = 0.90 to 0.93 and coefficient of variation ranging from 16 to 28%. Findings indicate that among others, the keratin 5 and vimentin genes were differentially expressed between these two divergent cell lines. Follow-up northern blot analysis verified these two expression changes, thereby demonstrating the reliability of this system. We report the development of a cDNA microarray system that is sensitive and reliable, demonstrates a low degree of variability, and is capable of determining verifiable gene expression differences between two distinct human cell lines. This system will prove useful for differential gene expression analysis in prostate-derived cells and tissue.

DNA, Complementary↗

Chemical discovery and global gene expression analysis in zebrafish.

The zebrafish (Danio rerio) provides an excellent model for studying vertebrate development and human disease because of its ex utero, optically transparent embryogenesis and amenability to in vivo manipulation. The rapid embryonic developmental cycle, large clutch sizes and ease of maintenance at large numbers also add to the appeal of this species. Considerable genomic data has recently become publicly available that is aiding the construction of zebrafish microarrays, thus permitting global gene expression analysis. The zebrafish is also suitable for chemical genomics, in part as a result of the permeability of its embryos to small molecules and consequent avoidance of external confounding maternal effects. Finally, there is increasing characterization and analysis of zebrafish models of human disease. Thus, the zebrafish offers a high-quality, high-throughput bioassay tool for determining the biological effect of small molecules as well as for dissecting biological pathways.

Animals↗

Gene expression analysis from nuclear Poly(A) RNA.

Quantitation of the level of specific mRNA involves the isolation of total RNA or poly(A)+ RNA as a starting materiaL Thus, this result is the sum of the transcription and degradation of mRNA. Here we report a rapid, sensitive, and high-throughput methodology for gene expression analysis from nuclear poly(A)+ RNA via the reduction of the cytosolic components. The cells were first trapped on the glass fiber membranes of 96-well filter plates and subsequently exposed to non-ionic detergent to achieve cell membrane permeation. The cytosolic components, which contain preexisting mRNA, were removed by washing with the appropriate buffer, while nuclei remained in the filter plates. Lysis buffer was then used to release nuclear mRNA, which was collected on oligo(dT)-immobilized PCR plates for the capture of poly(A)+ RNA, on which RT-PCR was performed. The reduction of the cytosolic components and the preservation of the nuclear components were confirmed by electron microscopy, agarose gel electrophoresis, PCR of mtDNA, and RT-PCR of pre-splicing immature beta-actin poly(A)+ RNA. Using this method, we clearly identified UVC-induced p21 gene expression that is not detectable with conventional whole cell methods.

Cell Nucleus↗

Gene expression analysis of bipolar disorder reveals downregulation of the ubiquitin cycle and alterations in synaptic genes.

Bipolar affective disorder is a severe psychiatric disorder with a strong genetic component but unknown pathophysiology. We used microarray technology to determine the expression of approximately 22,000 mRNA transcripts in post-mortem tissue from two brain regions in patients with bipolar disorder and matched healthy controls. Dorsolateral prefrontal cortex tissue from a cohort of 70 subjects and orbitofrontal cortex tissue from a separate cohort of 30 subjects was investigated. The final analysis included 30 bipolar and 31 control subjects for the dorsolateral prefrontal cortex and 10 bipolar and 11 control subjects for the orbitofrontal cortex. Differences between disease and control groups were identified using a rigorous statistical analysis with correction for confounding variables and multiple testing. In the orbitofrontal cortex, 393 differentially expressed transcripts were identified by microarray analysis and a representative subset was validated by quantitative real-time PCR. Pathway analysis revealed significant upregulation of genes involved in G-protein coupled receptor signalling and response to stimulus (in particular the immune response), while genes relating to the ubiquitin cycle and intracellular transport showed coordinated downregulation in bipolar disorder. Additionally, several genes involved in synaptic function were significantly downregulated in bipolar disorder. No significant changes in gene expression were observed in the dorsolateral prefrontal cortex using microarray analysis or quantitative real-time PCR. Our findings implicate the orbitofrontal cortex as a region prominently involved in bipolar disorder and indicate that diverse processes are affected. Overall, our results suggest that dysregulation of the ubiquitin pathway and synaptic function may be central to the disease process.

Adult↗

Multiplexed gene expression analysis using the invader RNA assay with MALDI-TOF mass spectrometry detection.

A mass spectrometric approach for measuring gene expression levels has been developed. This technique utilizes a signal amplification system and analysis by matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry. Signal amplification from the targeted RNA employs a recently developed invasive cleavage assay that does not require prior PCR amplification. The assay uses a set of target-specific probes (oligonucleotides), which hybridize to the RNA being measured to create an overlap structure with a single-stranded flap. This flap is enzymatically cleaved and accumulates linearly in a target-specific manner. The products of the reaction, short DNA oligomers, are well suited for quantitative detection by MALDI-TOF mass spectrometry. Multiplexing is achieved by designing the assays so that reaction products for different mRNA targets have discrete masses that can be resolved in a single mass spectrum. Simultaneous analysis of human cytokine in vitro transcripts IL-1beta, TNF-alpha, and IL-6, with GAPDH as a reference standard, was used as a model system to demonstrate this novel method of gene expression analysis.

Gas Chromatography-Mass Spectrometry↗

Gene expression analysis reveals altered brain transcription of glutamate receptors and inflammatory genes in a patient with chronic focal (Rasmussen's) encephalitis.

Chronic focal encephalitis (CFE) generally presents with seizures that increase in severity and frequency as the disease progresses. Malfunction of synaptic transmission through altered glutamate signaling has been proposed as a likely mechanism triggering CFE. In addition, profuse inflammation is commonly seen in histopathological examination of resected tissue. To further explore the roles of glutamatergic activity and inflammation in this disease, we examined the expression of 52 genes by real time RT-PCR (kinetic RT-PCR or kRT-PCR) in a brain specimen from a CFE patient with active seizures, eight control specimens from patients with several other neurologic disorders, and two from individuals with no recorded history of neurological abnormalities. The CFE specimen displayed a dramatic increase in the expression of several inflammation-related genes (i.e. IL1 beta, IgVH, and IL2R gamma among others) and a striking down-regulation of several GluRs, in particular mGluR4. This type of analysis may prove useful in describing the molecular events underlying intractable epilepsy.

Adult↗

Global amplification of sense RNA: a novel method to replicate and archive mRNA for gene expression analysis.

We have developed a procedure to amplify mRNA into sense RNA (sRNA) so as to create a regenerating biorepository representing the complex mRNA profile in the original sample. The procedure exploits the template-switching activity of reverse transcriptase to incorporate RNA polymerase binding sites upstream of single-stranded cDNA (ss cDNA). Limited PCR was used for double-stranded DNA (dsDNA) synthesis. sRNA was synthesized from PCR products by in vitro transcription (IVT). sRNA was evaluated by real-time reverse transcription (RT)-PCR. sRNA synthesis was successful with RNA from human cell lines and tissues, yielding 2000- to 2500-fold amplification of glyceraldeyde-3 phosphate dehydrogenase (G3PDH). The size of sRNA ranged from 3.0 to 0.1 kb. sRNA synthesis preserved the relative differences in plant mRNAs spiked at abundance ranging over 5 orders of magnitude (0.00001-0.1%). This reflects the high fidelity of sRNA synthesis for mRNA as low as 0.3 copies/cell. sRNA is amplified synthetic mRNA in the 5'-->3' direction; the appropriate template for any gene expression analysis.

Cell Line↗

Gene expression analysis of human middle ear cholesteatoma using complementary DNA arrays.

OBJECTIVE: To identify genes regulated in human cholesteatoma compared with normal skin tissue using complementary DNA arrays. STUDY DESIGN: In vitro analysis. METHODS: Eight cholesteatoma and retroauricular skin samples were obtained from the same patients during surgery. Upregulated and downregulated genes were highlighted using complementary DNA arrays for screening. Reverse transcriptase-polymerase chain reaction and immunohistochemical staining were performed to confirm the results of the complementary DNA array. RESULTS: Twelve genes were found to be induced or upregulated in cholesteatoma compared with skin samples. These included genes involved in cell proliferation and differentiation (eg, calgranulin A, calgranulin B, psoriasin, thymosin beta-10) and cell invasion (eg, cathepsin C, cathepsin D, cathepsin H). Analyses by means of reverse transcription-polymerase chain reaction showed enhanced expression of several genes including calgranulin A, calgranulin B, psoriasin, thymosin beta-10, cathepsin C, cathepsin D, and cathepsin H in cholesteatoma, supporting the findings from the gene array. In addition, it was verified by immunohistochemical analysis that the expressions of Calgranulin A, Calgranulin B, and Cathepsin D were mainly located in cholesteatoma epithelium. CONCLUSION: The observed alteration in gene expression may play a role in various mechanisms of pathogenesis in cholesteatoma.

Actins↗

Gene expression analysis reveals evidence for increased expression of cell cycle-associated genes and Gq-protein-protein kinase C signaling in cold thyroid nodules.

In contrast to the molecular etiology of autonomously functioning thyroid nodules, the molecular cause of cold thyroid nodules (CTNs), their benign, functional inactive counterparts, are so far largely unknown. Because of the partially dedifferentiated phenotype of CTNs, alterations in signaling cascades that favor proliferation, but not differentiation, are likely candidates for tumor induction and progression. The importance of RAS mutations for the development of benign nodules with follicular histology is still in question. However, differentially expressed genes in the context of their signaling cascades could define aberrant signaling in CTNs. Therefore, we investigated gene expression in 22 CTNs and their normal surrounding tissue using Affymetrix GeneChips. Most prominently, data analysis revealed an increased expression of cell cycle-associated genes and a special relevance of protein kinase C signaling, whereas no evidence of RAS-MAPK signaling in CTNs was found. Moreover, we determined 31 differentially regulated genes in CTNs, including several histone mRNAs. Taken together, these results explain recent findings showing an increased proliferation in CTNs and draw attention to protein kinase C signaling, but away from RAS-MAPK signaling, as being involved in the etiology of CTNs.

Cell Cycle↗

Multiplex mRNA assay using electrophoretic tags for high-throughput gene expression analysis.

We describe a novel multiplexing technology using a library of small fluorescent molecules, termed eTag molecules, to code and quantify mRNA targets. eTag molecules, which have the same fluorometric property, but distinct charge-to-mass ratios possess pre-defined electrophoretic characteristics and can be resolved using capillary electrophoresis. Coupled with primary Invader mRNA assay, eTag molecules were applied to simultaneously quantify up to 44 mRNA targets. This multiplexing approach was validated by examining a panel of inflammation responsive genes in human umbilical vein endothelial cells stimulated with inflammatory cytokine interleukin 1beta. The laser-induced fluorescence detection and electrokinetic sample injection process in capillary electrophoresis allows sensitive quantification of thousands of copies of mRNA molecules in a reaction. The assay is precise, as evaluated by measuring qualified Z' factor, a dimensionless and simple characteristic for applications in high-throughput screening using mRNA assays. Our data demonstrate the synergy between the multiplexing capability of eTag molecules by sensitive capillary electrophoresis detection and the isothermal linear amplification characteristics of the Invader assay. eTag multiplex mRNA assay presents a unique platform for sensitive, high sample throughput and multiplex gene expression analysis.

Cells, Cultured↗

DNA hybridization arrays for gene expression analysis of human oral cancer.

DNA hybridization arrays permit global gene expression profiling to be done in a single experiment. The evolution and challenges of DNA hybridization arrays are reflected in the variety of experimental platforms, probe composition, hybridization/signal detection methods, and bioinformatic interpretation. In tumor biology, DNA hybridization arrays are being used for gene/gene pathway discovery, diagnosis, and therapeutic design. Similar applications are advancing our understanding of oral cancer cell biology.

Computational Biology↗

Optimization of the PAXgene blood RNA extraction system for gene expression analysis of clinical samples.

One major problem associated with collecting whole blood from patients for use as a source of RNA in gene expression studies is that the RNA degrades during collection and storage. Preservation of RNA quality is vital in such studies because the stability of the RNA ultimately affects analysis of gene expression. In this study the PAXgene blood collection system was compared with a standard erythrocyte lysis method for isolating RNA from blood samples. The methods were compared in terms of RNA yield, RNA stabilization, and DNA contamination. The study also included the downstream application to RT-PCR analysis for relative mRNA expression levels of the ribonucleotide reductase subunits R1 and R2. The results show that blood collection in conventional collection tubes, and leukocyte isolation by erythrocyte lysis lead to significant degradation of RNA. Our findings confirm the ability of PAXgene to stabilize RNA in whole blood; however, RNA extracted by the PAXgene method contained significant DNA contamination. Given the low basal expression of the target genes analyzed in this study, contaminating DNA could potentially affect accurate interpretation of RT-PCR data. As a result, the PAXgene protocol was optimized to include off-column DNase treatments, which yielded high-quality RNA suitable for gene expression studies. Furthermore, the results suggest that RNA isolation with PAXgene is advantageous compared to traditional extraction methods for RT-PCR analysis of large or different-sized amplicons.

Actins↗

Aberrant expression of the tyrosine kinase receptor EphA4 and the transcription factor twist in Sézary syndrome identified by gene expression analysis.

Sézary syndrome (Sz) is a malignancy of CD4+ memory skin-homing T cells and presents with erythroderma, lymphadenopathy, and peripheral blood involvement. To gain more insight into the molecular features of Sz, oligonucleotide array analysis was performed comparing gene expression patterns of CD4+ T cells from peripheral blood of patients with Sz with those of patients with erythroderma secondary to dermatitis and healthy controls. Using unsupervised hierarchical clustering gene, expression patterns of T cells from patients with Sz were classified separately from those of benign T cells. One hundred twenty-three genes were identified as significantly differentially expressed and had an average fold change exceeding 2. T cells from patients with Sz demonstrated decreased expression of the following hematopoietic malignancy-linked tumor suppressor genes: TGF-beta receptor II, Mxi1, Riz1, CREB-binding protein, BCL11a, STAT4, and Forkhead Box O1A. Moreover, the tyrosine kinase receptor EphA4 and the potentially oncogenic transcription factor Twist were highly and selectively expressed in T cells of patients with Sz. High expression of EphA4 and Twist was also observed in lesional skin biopsy specimens of a subset of patients with cutaneous T cell lymphomas related to Sz, whereas their expression was nearly undetectable in benign T cells or in skin lesions of patients with inflammatory dermatoses. Detection of EphA4 and Twist may be used in the molecular diagnosis of Sz and related cutaneous T-cell lymphomas. Furthermore, the membrane-bound EphA4 receptor may serve as a target for directed therapeutic intervention.

Female↗

Identification of MMP-1 as a putative breast cancer predictive marker by global gene expression analysis.

Breast cancer is the second leading cause of cancer death for women in the United States. In 2005, about 215,000 cases of invasive breast cancer (IBC) and 50,000 cases of ductal carcinoma in situ will be diagnosed and 40,000 women will die of IBC in the US. Yet there is presently no molecular marker that can be used to detect a precancerous state or identify which premalignant lesions will develop into invasive breast cancer. Here we report the gene expression analysis of atypical ductal hyperplastic tissues from patients with and without a history of breast cancer. We identify MMP-1 as a candidate marker that may be useful for identification of breast lesions that can develop into cancer.

Biomarkers, Tumor↗