人胚鼻咽组织基因表达谱

以水囊引产５、６、７、８个月人胚胎鼻咽组织总ＲＮＡ逆转录标记ｃＤＮＡ探针,与代表５８８个基因的Ａｔｌａｓ＾ＴＭｃＤＮＡ阵列进行杂交,观察了这些基因在不同发育时期内的表达差异。结果发现与细胞分裂增殖及细胞生长相关的基因明显高表达,不同胎龄存在多个表达水平不同的基因及同一基因在不同时期表达水平也不一样,如早期生长反应蛋白１（ｅａｒｌｙ ｇｒｏｗｔｈ ｒｅｓｐｏｎｓｅ ｐｒｏｔｅｉｎ１）基因ＥＧＲＰ１在     

NuGO PPS1 mouse study 1: preliminary statistical analysis

Time course experiments are aimed at characterizing the dynamic regulation of gene expression in biological systems. Data are collected at different time points to monitor the dynamic behaviour of gene expression. The NuGO PPS Mouse Study 1 investigates the development of high fat-induced insulin resistance (IR) over time in APOE*3Leiden (E3L) mice. The study consists in a series of analyses at time points, which are crucial in the development of central and peripheral IR. Affymetrix arrays have been made on critical organs. We present the results of the preliminary statistical analysis on these microarray data. We used a non-parametric approach to identify genes the expression of which changed over time, separately for three tissues: liver, muscle and white adipose tissue. We specified for each gene a basic ANOVA model, in order to check the null hypothesis that gene expression did not vary over time. We addressed the multiple tests problem calculating positive false discovery rate and q values for the F test statistics. The appropriateness of the hypothesis of homogeneous variances over time was investigated by mean of the Bartlett’s test for homoschedasticity. This is a relevant point because heteroschedasticity could be indicative of outlying behaviour of some individuals at specific time points. The necessity to use a moderated F test was evaluated. We found that a considerable part of the genes varied expression over time. For part of the genes, the variance of the response was not homogeneous over time. Response differed by tissue.     

Analysis of the pattern of gene expression during human adipogenesis by DNA microarray

High density DNA microarrays containing over 5000 cDNA clones were used to carry out a comprehensive investigation of gene expression during adipogenesis. Complex probes synthesized from total RNA were hybridized to the arrays to determine the level of mRNA expression of each arrayed gene. Thirty three genes (29 known and 4 ESTs with no identified homologies) have been found to alter their level of expression more than 2.5-fold after differentiation. The quantitative measurement by DNA array was in good agreement with conventional Northern blot analysis of selected genes. Our results demonstrate that utilization of a DNA array is a speedy, efficient and quantitative approach to profile the expression of a large number of genes.     

痢疾杆菌侵袭HeLa细胞基因表达谱的研究

采用cDNA微阵列技术检测了HeLa细胞被痢疾杆菌侵袭1h和3h后的基因表达变化,共发现2倍以上差异表达基因752个,上调基因有509个,下调基因有306个,并初步推测HeLa细胞通过激活某些信号通路,诱导表达多个基因,产生整体的细胞效应,以对抗痢疾杆菌的侵袭。对显著差异表达的两个基因TNFR 1B和ERBB2,在痢疾杆菌侵袭HeLa细胞1h和3h后的表达量经荧光实时定量PCR验证,确定这两个基因的确在痢疾杆菌侵袭期间高表达,它们在细胞对痢疾杆菌2457T侵袭反应中起重要的作用。这些结果促进了对痢疾杆菌分子致病机理的认识,也为形成预防和治疗痢疾的策略提供了理论基础。     

Molecular research technologies in mitochondrial diseases: the microarray approach

Mitochondria are ubiquitous in eukaryotic cells where they generate much of the cellular energy by the process of oxidative phosphorylation (OXPHOS). The approximately 1500 genes of the mitochondrial genome are distributed between the cytoplasmic, maternally-inherited, mitochondrial DNA (mtDNA) which encodes 37 genes and the nuclear DNA (nDNA) which encompasses the remaining mitochondrial genes. The interplay between the mtDNA and nDNA encoded mitochondrial genes and their role in mitochondrial disorders is still largely unclear. One approach for elucidating the pathophysiology of mitochondrial diseases has been to look at changes in the expression of mtDNA and nDNA-encoded genes in response to specific mitochondrial genetic defects. Initial studies of gene expression changes in response to mtDNA defect employed blot technologies to analyze changes in the expression of individual genes one at a time. While Southern/Northern blot experiments confirmed the importance of nDNA-mtDNA interactions in the pathophysiology of mitochondrial myopathy, the methodology used limited the number of genes that could be analyzed from each patient. This barrier has been overcome, in part by the advent of DNA microarray technology. In DNA microarrays gene sequences or oligonucleotides homologous to gene sequences are arrayed on a solid support. The RNA from the subject is then isolated, the mRNA converted to cDNA and the cDNA labeled with a fluorescent probe. The labeled cDNA is hybridized on the microarray and the fluorescence bound to each array is then quantified. Recently, these technologies have been applied to mitochondrial disease patient tissues and the presence of coordinate changes in mitochondrial gene expression confirmed.     

Heterologous array analysis in Pinaceae: hybridization of Pinus taeda cDNA arrays with cDNA from needles and embryogenic cultures of P. Taeda, P. Sylvestris or Picea abies

Hybridization of labelled cDNA from various cell types with high-density arrays of expressed sequence tags is a powerful technique for investigating gene expression. Few conifer cDNA libraries have been sequenced. Because of the high level of sequence conservation between Pinus and Picea we have investigated the use of arrays from one genus for studies of gene expression in the other. The partial cDNAs from 384 identifiable genes expressed in differentiating xylem of Pinus taeda were printed on nylon membranes in randomized replicates. These were hybridized with labelled cDNA from needles or embryogenic cultures of Pinus taeda, P. sylvestris and Picea abies, and with labelled cDNA from leaves of Nicotiana tabacum. The Spearman correlation of gene expression for pairs of conifer species was high for needles (r(2) = 0.78 - 0.86), and somewhat lower for embryogenic cultures (r(2) = 0.68 - 0.83). The correlation of gene expression for tobacco leaves and needles of each of the three conifer species was lower but sufficiently high (r(2) = 0.52 - 0.63) to suggest that many partial gene sequences are conserved in angiosperms and gymnosperms. Heterologous probing was further used to identify tissue-specific gene expression over species boundaries. To evaluate the significance of differences in gene expression, conventional parametric tests were compared with permutation tests after four methods of normalization. Permutation tests after Z-normalization provide the highest degree of discrimination but may enhance the probability of type I errors. It is concluded that arrays of cDNA from loblolly pine are useful for studies of gene expression in other pines or spruces.     

Statistical analysis of a small set of time-ordered gene expression data using linear splines

MOTIVATION: Recently, the temporal response of genes to changes in their environment has been investigated using cDNA microarray technology by measuring the gene expression levels at a small number of time points. Conventional techniques for time series analysis are not suitable for such a short series of time-ordered data. The analysis of gene expression data has therefore usually been limited to a fold-change analysis, instead of a systematic statistical approach. METHODS: We use the maximum likelihood method together with Akaike's Information Criterion to fit linear splines to a small set of time-ordered gene expression data in order to infer statistically meaningful information from the measurements. The significance of measured gene expression data is assessed using Student's t-test. RESULTS: Previous gene expression measurements of the cyanobacterium Synechocystis sp. PCC6803 were reanalyzed using linear splines. The temporal response was identified of many genes that had been missed by a fold-change analysis. Based on our statistical analysis, we found that about four gene expression measurements or more are needed at each time point.     

A comparison of cDNA, oligonucleotide, and Affymetrix GeneChip gene expression microarray platforms.

We have conducted a study to compare the variability in measured gene expression levels associated with three types of microarray platforms. Total RNA samples were obtained from liver tissue of four male mice, two each from inbred strains A/J and C57BL/6J. The same four samples were assayed on Affymetrix Mouse Genome Expression Set 430 GeneChips (MOE430A and MOE430B), spotted cDNA microarrays, and spotted oligonucleotide microarrays using eight arrays of each type. Variances associated with measurement error were observed to be comparable across all microarray platforms. The MOE430A GeneChips and cDNA arrays had higher precision across technical replicates than the MOE430B GeneChips and oligonucleotide arrays. The Affymetrix platform showed the greatest range in the magnitude of expression levels followed by the oligonucleotide arrays. We observed good concordance in both estimated expression level and statistical significance of common genes between the Affymetrix MOE430A GeneChip and the oligonucleotide arrays. Despite their apparently high precision, cDNA arrays showed poor concordance with other platforms.     

Immunological responses of turbot (Psetta maxima) to nodavirus infection or polyriboinosinic polyribocytidylic acid (pIC) stimulation,using expressed sequence tags (ESTs) analysis and cDNA microarrays

To investigate the immunological responses of turbot to nodavirus infection or pIC stimulation, we constructed cDNA libraries from liver, kidney and gill tissues of nodavirus-infected fish and examined the differential gene expression within turbot kidney in response to nodavirus infection or pIC stimulation using a turbot cDNA microarray. Turbot were experimentally infected with nodavirus and samples of each tissue were collected at selected time points post-infection. Using equal amount of total RNA at each sampling time, we made three tissue-specific cDNA libraries. After sequencing 3230 clones we obtained 3173 (98.2%) high quality sequences from our liver, kidney and gill libraries. Of these 2568 (80.9%) were identified as known genes and 605 (19.1%) as unknown genes. A total of 768 unique genes were identified.The two largest groups resulting from the classification of ESTs according to function were the cell/organism defense genes (71 uni-genes) and apoptosis-related process (23 uni-genes). Using these clones, a 1920 element cDNA microarray was constructed and used to investigate the differential gene expression within turbot in response to experimental nodavirus infection or pIC stimulation. Kidney tissue was collected at selected times post-infection (HPI) or stimulation (HPS), and total RNA was isolated for microarray analysis. Of the 1920 genes studied on the microarray, we identified a total of 121 differentially expressed genes in the kidney: 94 genes from nodavirus-infected animals and 79 genes from those stimulated with pIC. Within the nodavirus-infected fish we observed the highest number of differentially expressed genes at 24 HPI. Our results indicate that certain genes in turbot have important roles in immune responses to nodavirus infection and dsRNA stimulation.     

A Microarray-Based Comparative Analysis of Gene Expression Profiles During Grain Development in Transgenic and Wild Type Wheat

Global, comparative gene expression analysis is potentially a very powerful tool in the safety assessment of transgenic plants since it allows for the detection of differences in gene expression patterns between a transgenic line and the mother variety. In the present study, we compared the gene expression profile in developing seeds of wild type wheat and wheat transformed for endosperm-specific expression of an Aspergillus fumigatus phytase. High-level expression of the phytase gene was ensured by codon modification towards the prevalent codon usage of wheat genes and by using the wheat 1DX5HMW glutenin promoter for driving transgene expression. A 9K wheat unigene cDNA microarray was produced from cDNA libraries prepared mainly from developing wheat seed. The arrays were hybridised to flourescently labelled cDNA prepared from developing seeds of the transgenic wheat line and the mother variety, Bobwhite, at three developmental stages. Comparisons and statistical analyses of the gene expression profiles of the transgenic line vs. that of the mother line revealed only slight differences at the three developmental stages. In the few cases where differential expression was indicated by the statistical analysis it was primarily genes that were strongly expressed over a shorter interval of seed development such as genes encoding storage proteins. Accordingly, we interpret these differences in gene expression levels to result from minor asynchrony in seed development between the transgenic line and the mother line. In support of this, real time PCR validation of results from selected genes at the late developmental stage could not confirm differential expression of these genes. We conclude that the expression of the codon-modified A.␣fumigatus phytase gene in the wheat seed had no significant effects on the overall gene expression patterns in the developing seed.     

Gene expression profile from the striatum of amphetamine-treated rats: a cDNA array and in situ hybridization histochemical study

Changes in gene/protein expression markedly outlast the transient changes in behavior evoked by a single dose of a psychostimulant. These changes in gene expression are thought to underlie and/or trigger enduring changes in neuroplasticity that lead to drug addiction. We used cDNA arrays to gain a more complete picture of changes in striatal gene expression 1 and 3 h after an acute injection of amphetamine. Consistent, reliable gene expression changes were detected when criteria of at least a 1.5-fold difference and three replicate hybridizations using independent samples were performed. Using these criteria, the mRNA for three immediate early genes (IEGs), coding for activity-regulated cytoskeletal-associated protein (Arc), nerve growth factor-induced protein A (NGFI-A; early growth response protein 1) and nerve growth factor-induced protein B (NGFI-B), were upregulated 1 and 3 h after amphetamine as previously described. Novel genes, RL/IF-1 (coding for I kappa B alpha chain) and serum/glucocorticoid-regulated serine/threonine protein kinase (SGK) also were increased throughout the striatum, at 1 but not 3 h. Conversely, amphetamine increased the mRNA coding for the secretogranin II precursor (chromogranin C) only at the 3 h time point when a specific decrease in regulator of G-protein signaling 4 (RGS4) mRNA was also observed. Gene changes and unique patterns of expression were verified by in situ hybridization, providing valuable information about changes in gene expression in response to acute amphetamine.     

The defense-responsive genes showing enhanced and repressed expression after pathogen infection in rice (Oryza sativa L.)

Despite large numbers of studies about defense response, processes involved in the resistance of plants to incompatible pathogens are still largely uncharacterized. The objective of this study was to identify genes involved in defense response by cDNA array analysis and to gain knowledge about the functions of the genes involved in defense response. Approximately 20000 rice cDNA clones were arrayed on nylon filters. RNA samples isolated from different rice lines after infection with incompatible strains or isolates of Xanthomonas oryzae pv. oryzae or Pyricularia grisea, respectively, were used to synthesize cDNA as probes for screening the cDNA arrays. A total of 100 differentially expressed unique sequences were identified from 5 pathogen-host combinations. Fifty-three sequences were detected as showing enhanced expression and 47 sequences were detected as showing repressed expression after pathogen infection. Sequence analysis revealed that most of the 100 sequences had various degrees of homology with     

Gene discovery analysis from mouse embryonic stem cells based on time course microarray data

An embryonic stem cell is a powerful tool for investigation of early development in vitro. The study of embryonic stem cell mediated neuronal differentiation allows for improved understanding of the mechanisms involved in embryonic neuronal development. We investigated expression profile changes using time course cDNA microarray to identify clues for the signaling network of neuronal differentiation. For the short time course microarray data, pattern analysis based on the quadratic regression method is an effective approach for identification and classification of a variety of expressed genes that have biological relevance. We studied the expression patterns, at each of 5 stages, after neuronal induction at the mRNA level of embryonic stem cells using the quadratic regression method for pattern analysis. As a result, a total of 316 genes (3.1%) including 166 (1.7%) informative genes in 8 possible expression patterns were identified by pattern analysis. Among the selected genes associated with neurological system, all three genes showing linearly increasing pattern over time, and one gene showing decreasing pattern over time, were verified by RT-PCR. Therefore, an increase in gene expression over time, in a linear pattern, may be associated with embryonic development. The genes: Tcfap2c, Ttr, Wnt3a, Btg2 and Foxk1 detected by pattern analysis, and verified by RT-PCR simultaneously, may be candidate markers associated with the development of the nervous system. Our study shows that pattern analysis, using the quadratic regression method, is very useful for investigation of time course cDNA microarray data. The pattern analysis used in this study has biological significance for the study of embryonic stem cells.     

Inflammatory gene profiles in gastric mucosa during Helicobacter pylori infection in humans

Helicobacter pylori infection is associated with an inflammatory response in the gastric mucosa, ultimately leading to cellular hyperproliferation and malignant transformation. Hitherto, only expression of a single gene, or a limited number of genes, has been investigated in infected patients. cDNA arrays were therefore used to establish the global pattern of gene expression in gastric tissue of healthy subjects and of H. pylori-infected patients. Two main gene expression profiles were identified based on cluster analysis. The data obtained suggest a strong involvement of selected Toll-like receptors, adhesion molecules, chemokines, and ILs in the mucosal response. This pattern is clearly different from that observed using gastric epithelial cell lines infected in vitro with H. pylori. The presence of a "Helicobacter-infection signature," i.e., a set of genes that are up-regulated in biopsies from H. pylori-infected patients, could be derived from this analysis. The genotype of the bacteria (presence of genes encoding cytotoxin-associated Ag, vacuolating cytotoxin, and blood group Ag-binding adhesin) was analyzed by PCR and shown to be associated with differential expression of a subset of genes, but not the general gene expression pattern. The expression data of the array hybridization was confirmed by quantitative real-time PCR assays. Future studies may help identify gene expression patterns predictive of complications of the infection.     

Temporal gene induction patterns in sheepshead minnows exposed to 17beta-estradiol

Gene arrays provide a powerful method to examine changes in gene expression in fish due to chemical exposures in the environment. In this study, we expanded an existing gene array for sheepshead minnows (Cyprinodon variegatus) (SHM) and used it to examine temporal changes in gene expression for male SHM exposed to 100 ng 17beta-estradiol (E(2))/L for five time points between 0 and 48 hr. We found that in addition to the induction of genes involved in oocyte development (vitellogenin [VTG], zona radiata [ZRP]), other genes involved in metabolism and the inflammatory response are also affected. We identified five patterns of temporal induction in genes whose expression was modified due to E(2) exposure. We validated the gene array data for the expression of VTG 1, VTG 2, ZRP 2 and ZRP 3 and found that with low levels of exogenous E(2) (100 ng E(2)/L) exposure, ZRP expression precedes VTG expression. However, at higher concentrations of E(2) (500 ng E(2)/L), the difference in temporal expression appears to be lost. Exposure to high levels of environmental contaminants may affect the normal ordered expression of genes required for reproduction. Gene expression profiling using arrays promises to be a valuable tool in the field of environmental toxicology. As more genes are identified for species used in toxicological testing, researchers will be better able to predict adverse effects to chemical exposures and to understand the relationships between changes in gene expression and changes in phenotype.     

Modifications in the myogenic program induced by in vivo and in vitro aging

In this study, we have used high density cDNA arrays to assess age-related changes in gene expression in the myogenic program of human satellite cells and to elucidate modifications in differentiation capacity that could occur throughout in vitro cellular aging. We have screened a collection of 2016 clones from a human skeletal muscle 3'-end cDNA library in order to investigate variations in the myogenic program of myotubes formed by the differentiation of myoblasts of individuals with different ages (5 days old, 52 years old and 79 years old) and induced to differentiate at different stages of their lifespan (early proliferation, presenescence and senescence). Although our analysis has not been able to underline specific changes in the expression of genes encoding proteins involved in muscle structure and/or function, we have demonstrated an age-related induction of genes involved in stress response and a down-regulation of genes involved both in mitochondrial electron transport/ATP synthase and in glycolysis/TCA cycle. From this global approach of post-mitotic cell aging, we have identified 2 potential new markers of presenescence for human myotubes, both strongly linked to carbohydrate metabolism, which could be useful in developing therapeutic strategies.