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2.
PLoS One ; 9(12): e112263, 2014.
Article in English | MEDLINE | ID: mdl-25479159

ABSTRACT

The transcriptional regulator HAP4, induced by respiratory substrates, is involved in the balance between fermentation and respiration in S. cerevisiae. We identified putative orthologues of the Hap4 protein in all ascomycetes, based only on a conserved sixteen amino acid-long motif. In addition to this motif, some of these proteins contain a DNA-binding motif of the bZIP type, while being nonetheless globally highly divergent. The genome of the yeast Hansenula polymorpha contains two HAP4-like genes encoding the protein HpHap4-A which, like ScHap4, is devoid of a bZIP motif, and HpHap4-B which contains it. This species has been chosen for a detailed examination of their respective properties. Based mostly on global gene expression studies performed in the S. cerevisiae HAP4 disruption mutant (ScΔhap4), we show here that HpHap4-A is functionally equivalent to ScHap4, whereas HpHap4-B is not. Moreover HpHAP4-B is able to complement the H2O2 hypersensitivity of the ScYap1 deletant, YAP1 being, in S. cerevisiae, the main regulator of oxidative stress. Finally, a transcriptomic analysis performed in the ScΔyap1 strain overexpressing HpHAP4-B shows that HpHap4-B acts both on oxidative stress response and carbohydrate metabolism in a manner different from both ScYap1 and ScHap4. Deletion of these two genes in their natural host, H. polymorpha, confirms that HpHAP4-A participates in the control of the fermentation/respiration balance, while HpHAP4-B is involved in oxidative stress since its deletion leads to hypersensitivity to H2O2. These data, placed in an evolutionary context, raise new questions concerning the evolution of the HAP4 transcriptional regulation function and suggest that Yap1 and Hap4 have diverged from a unique regulatory protein in the fungal ancestor.


Subject(s)
CCAAT-Binding Factor/genetics , Oxidative Stress/genetics , Saccharomyces cerevisiae Proteins/genetics , Transcription Factors/genetics , Transcription, Genetic , Amino Acid Motifs/genetics , CCAAT-Binding Factor/metabolism , Carbon/metabolism , Gene Expression Regulation, Fungal , Genome, Fungal , Hydrogen Peroxide/chemistry , Oxidation-Reduction , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/metabolism , Transcription Factors/metabolism
3.
PLoS One ; 7(10): e47170, 2012.
Article in English | MEDLINE | ID: mdl-23056603

ABSTRACT

BACKGROUND: It is a major clinical challenge to predict which patients, with advanced stage head and neck squamous cell carcinoma, will not exhibit a reduction in tumor size following induction chemotherapy in order to avoid toxic effects of ineffective chemotherapy and delays for instituting other therapeutic options. Further, it is of interest to know to what extent a gene signature, which identifies patients with tumors that will not respond to a particular induction chemotherapy, is applicable when additional chemotherapeutic agents are added to the regimen. METHODOLOGY/PRINCIPAL FINDINGS: To identify genes that predict tumor resistance to induction with cisplatin/5-fluorouracil (PF) or PF and a taxane, we analyzed patient tumor biopsies with whole genome microarrays and quantitative reverse transcriptase-PCR (TLDA) cards. A leave one out cross-validation procedure allowed evaluation of the prediction tool. A ten-gene microarray signature correctly classified 12/13 responders and 7/10 non-responders to PF (92% specificity, 82.6% accuracy). TLDA analysis (using the same classifier) of the patients correctly classified 12/12 responders and 8/10 non-responders (100% specificity, 90.9% accuracy). Further, TLDA analysis correctly predicted the response of 5 new patients and, overall, 12/12 responders and 13/15 non-responders (100% specificity, 92.6% accuracy). The protein products of the genes constituting the signature physically associate with 27 other proteins, involved in regulating gene expression, constituting an interaction network. In contrast, TLDA-based prediction (with the same gene signature) of responses to induction with PF and either of two taxanes was poor (0% specificity, 25% accuracy and 33.3% specificity, 25% accuracy). CONCLUSIONS/SIGNIFICANCE: Successful transfer of the microarray-based gene signature to an independent, PCR-based technology suggests that TLDA-based signatures could be a useful hospital-based technology for determining therapeutic options. Although highly specific for tumor responses to PF induction, the gene signature is unsuccessful when taxanes are added. The results illustrate the subtlety in developing "personalized medicine".


Subject(s)
Cisplatin/therapeutic use , Fluorouracil/therapeutic use , Head and Neck Neoplasms/drug therapy , Taxoids/therapeutic use , Adult , Aged , Gene Expression Regulation, Neoplastic/drug effects , Head and Neck Neoplasms/metabolism , Humans , Induction Chemotherapy , Male , Middle Aged , Protein Binding , Reverse Transcriptase Polymerase Chain Reaction
4.
Neurosci Lett ; 521(1): 20-5, 2012 Jul 11.
Article in English | MEDLINE | ID: mdl-22622174

ABSTRACT

The serotonergic system has been widely implicated in stress related psychiatric disorders such as depression and anxiety. Generation of receptor knockout mice has offered a new approach to study processes underlying anxiety. For instance, knockout mice for both 5-HT(1A) and 5-HT(1B) receptors (5-HT(1A/1B)(-/-)) display an anxious phenotype, associated with robust physiological and neurochemical changes related to brain serotonin function. As ventral hippocampus is a key region in the mediation and genesis of anxiety, we explored the transcriptome changes induced by the genetic inactivation of these two receptors in 5-HT(1A/1B)(-/-) mice. Dissociation of ventral vs. dorsal hippocampus was confirmed by the over-expression of selective markers in both regions. 723 genes were observed up/down regulated in 5-HT(1A/1B)(-/-) mice. Using Ingenuity, biological networks and signal transduction pathway analysis corresponding to the identified gene revealed putative dysregulation of nervous system development and function, especially genes associated with long-term potentiation and adult neurogenesis (including Bdnf, Camk2a, Camk4, and Klf9). Furthermore, immunohistochemistry experiments studying adult hippocampal neurogenesis in adult 5-HT(1A/1B)(-/-) mice showed a decreased survival, but not proliferation of newborn cells in our model.


Subject(s)
Hippocampus/metabolism , Neurogenesis , Receptor, Serotonin, 5-HT1A/physiology , Receptor, Serotonin, 5-HT1B/physiology , Animals , Cell Proliferation , Cell Survival , Gene Expression Profiling , Hippocampus/cytology , Immunohistochemistry , Male , Mice , Mice, Knockout , Neurons/cytology , Oligonucleotide Array Sequence Analysis , Real-Time Polymerase Chain Reaction , Receptor, Serotonin, 5-HT1A/genetics , Receptor, Serotonin, 5-HT1B/genetics
5.
Mol Plant ; 5(5): 1068-81, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22419822

ABSTRACT

Evolutionary diversity can be driven by the interaction of plants with different environments. Molecular bases involved in ecological adaptations to abiotic constraints can be explored using genomic tools. Legumes are major crops worldwide and soil salinity is a main stress affecting yield in these plants. We analyzed in the Medicago truncatula legume the root transcriptome of two genotypes having contrasting responses to salt stress: TN1.11, sampled in a salty Tunisian soil, and the reference Jemalong A17 genotype. TN1.11 plants show increased root growth under salt stress as well as a differential accumulation of sodium ions when compared to A17. Transcriptomic analysis revealed specific gene clusters preferentially regulated by salt in root apices of TN1.11, notably those related to the auxin pathway and to changes in histone variant isoforms. Many genes encoding transcription factors (TFs) were also differentially regulated between the two genotypes in response to salt. Among those selected for functional studies, overexpression in roots of the A17 genotype of the bHLH-type TF most differentially regulated between genotypes improved significantly root growth under salt stress. Despite the global complexity of the differential transcriptional responses, we propose that an increase in this bHLH TF expression may be linked to the adaptation of M. truncatula to saline soil environments.


Subject(s)
Gene Expression Profiling , Medicago truncatula/genetics , Plant Roots/metabolism , Sodium Chloride/metabolism , Adaptation, Physiological , Gene Expression Regulation, Plant , Genotype , Medicago truncatula/growth & development , Medicago truncatula/metabolism , Molecular Sequence Data , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Roots/genetics , Plant Roots/growth & development
6.
PLoS One ; 6(6): e21476, 2011.
Article in English | MEDLINE | ID: mdl-21738678

ABSTRACT

BACKGROUND: Mating-type loci in yeasts and ascomycotan filamentous fungi (Pezizomycotina) encode master transcriptional factors that play a critical role in sexual development. Genome-wide analyses of mating-type-specification circuits and mating-type target genes are available in Saccharomyces cerevisiae and Schizosaccharomyces pombe; however, no such analyses have been performed in heterothallic (self-incompatible) Pezizomycotina. The heterothallic fungus Podospora anserina serves as a model for understanding the basic features of mating-type control. Its mat+ and mat- mating types are determined by dissimilar allelic sequences. The mat- sequence contains three genes, designated FMR1, SMR1 and SMR2, while the mat+ sequence contains one gene, FPR1. FMR1 and FPR1 are the major regulators of fertilization, and this study presents a genome-wide view of their target genes and analyzes their target gene regulation. METHODOLOGY/PRINCIPAL FINDINGS: The transcriptomic profiles of the mat+ and mat- strains revealed 157 differentially transcribed genes, and transcriptomic analysis of fmr1(-) and fpr1(-) mutant strains was used to determine the regulatory actions exerted by FMR1 and FPR1 on these differentially transcribed genes. All possible combinations of transcription repression and/or activation by FMR1 and/or FPR1 were observed. Furthermore, 10 additional mating-type target genes were identified that were up- or down-regulated to the same level in mat+ and mat- strains. Of the 167 genes identified, 32 genes were selected for deletion, which resulted in the identification of two genes essential for the sexual cycle. Interspecies comparisons of mating-type target genes revealed significant numbers of orthologous pairs, although transcriptional profiles were not conserved between species. CONCLUSIONS/SIGNIFICANCE: This study represents the first comprehensive genome-wide analysis of mating-type direct and indirect target genes in a heterothallic filamentous fungus. Mating-type transcription factors have many more target genes than are found in yeasts and exert a much greater diversity of regulatory actions on target genes, most of which are not directly related to mating.


Subject(s)
Gene Expression Profiling/methods , Mycelium/genetics , Podospora/genetics , Genes, Mating Type, Fungal/genetics
7.
Eukaryot Cell ; 10(3): 363-72, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21257794

ABSTRACT

Like all ciliates, Paramecium tetraurelia is a unicellular eukaryote that harbors two kinds of nuclei within its cytoplasm. At each sexual cycle, a new somatic macronucleus (MAC) develops from the germ line micronucleus (MIC) through a sequence of complex events, which includes meiosis, karyogamy, and assembly of the MAC genome from MIC sequences. The latter process involves developmentally programmed genome rearrangements controlled by noncoding RNAs and a specialized RNA interference machinery. We describe our first attempts to identify genes and biological processes that contribute to the progression of the sexual cycle. Given the high percentage of unknown genes annotated in the P. tetraurelia genome, we applied a global strategy to monitor gene expression profiles during autogamy, a self-fertilization process. We focused this pilot study on the genes carried by the largest somatic chromosome and designed dedicated DNA arrays covering 484 genes from this chromosome (1.2% of all genes annotated in the genome). Transcriptome analysis revealed four major patterns of gene expression, including two successive waves of gene induction. Functional analysis of 15 upregulated genes revealed four that are essential for vegetative growth, one of which is involved in the maintenance of MAC integrity and another in cell division or membrane trafficking. Two additional genes, encoding a MIC-specific protein and a putative RNA helicase localizing to the old and then to the new MAC, are specifically required during sexual processes. Our work provides a proof of principle that genes essential for meiosis and nuclear reorganization can be uncovered following genome-wide transcriptome analysis.


Subject(s)
Macronucleus/metabolism , Micronucleus, Germline/metabolism , Paramecium tetraurelia/metabolism , Protozoan Proteins/metabolism , Self-Fertilization , Gene Expression Regulation, Developmental , Macronucleus/genetics , Micronucleus, Germline/genetics , Paramecium tetraurelia/genetics , Paramecium tetraurelia/growth & development , Protozoan Proteins/genetics
8.
BMC Res Notes ; 3: 171, 2010 Jun 18.
Article in English | MEDLINE | ID: mdl-20565839

ABSTRACT

BACKGROUND: The development of new microarray technologies makes custom long oligonucleotide arrays affordable for many experimental applications, notably gene expression analyses. Reliable results depend on probe design quality and selection. Probe design strategy should cope with the limited accuracy of de novo gene prediction programs, and annotation up-dating. We present a novel in silico procedure which addresses these issues and includes experimental screening, as an empirical approach is the best strategy to identify optimal probes in the in silico outcome. FINDINGS: We used four criteria for in silico probe selection: cross-hybridization, hairpin stability, probe location relative to coding sequence end and intron position. This latter criterion is critical when exon-intron gene structure predictions for intron-rich genes are inaccurate. For each coding sequence (CDS), we selected a sub-set of four probes. These probes were included in a test microarray, which was used to evaluate the hybridization behavior of each probe. The best probe for each CDS was selected according to three experimental criteria: signal-to-noise ratio, signal reproducibility, and representative signal intensities. This procedure was applied for the development of a gene expression Agilent platform for the filamentous fungus Podospora anserina and the selection of a single 60-mer probe for each of the 10,556 P. anserina CDS. CONCLUSIONS: A reliable gene expression microarray version based on the Agilent 44K platform was developed with four spot replicates of each probe to increase statistical significance of analysis.

9.
Hum Mol Genet ; 19(14): 2841-57, 2010 Jul 15.
Article in English | MEDLINE | ID: mdl-20457675

ABSTRACT

The SMARCA2 gene, which encodes BRM in the SWI/SNF chromatin-remodeling complex, was recently identified as being associated with schizophrenia (SZ) in a genome-wide approach. Polymorphisms in SMARCA2, associated with the disease, produce changes in the expression of the gene and/or in the encoded amino acid sequence. We show here that an SWI/SNF-centered network including the Smarca2 gene is modified by the down-regulation of REST/NRSF in a mouse neuronal cell line. REST/NRSF down-regulation also modifies the levels of Smarce1, Smarcd3 and SWI/SNF interactors (Hdac1, RcoR1 and Mecp2). Smarca2 down-regulation generates an abnormal dendritic spine morphology that is an intermediate phenotype of SZ. We further found that 8 (CSF2RA, HIST1H2BJ, NOTCH4, NRGN, SHOX, SMARCA2, TCF4 and ZNF804A) out of 10 genome-wide supported SZ-associated genes are part of an interacting network (including SMARCA2), 5 members of which encode transcription regulators. The expression of 3 (TCF4, SMARCA2 and CSF2RA) of the 10 genome-wide supported SZ-associated genes is modified when the REST/NRSF-SWI/SNF chromatin-remodeling complex is experimentally manipulated in mouse cell lines and in transgenic mouse models. The REST/NRSF-SWI/SNF deregulation also results in the differential expression of genes that are clustered in chromosomes suggesting the induction of genome-wide epigenetic changes. Finally, we found that SMARCA2 interactors and the genome-wide supported SZ-associated genes are considerably enriched in genes displaying positive selection in primates and in the human lineage which suggests the occurrence of novel protein interactions in primates. Altogether, these data identify the SWI/SNF chromatin-remodeling complex as a key component of the genetic architecture of SZ.


Subject(s)
Gene Regulatory Networks/physiology , Primates/genetics , Repressor Proteins/genetics , Schizophrenia/genetics , Transcription Factors/genetics , Animals , Cells, Cultured , Chromatin Assembly and Disassembly/genetics , Evolution, Molecular , Gene Expression Regulation , Genome-Wide Association Study , Humans , Mice , Mice, Transgenic , Models, Biological , Oligonucleotide Array Sequence Analysis , Phylogeny , Repressor Proteins/metabolism , Species Specificity
10.
PLoS One ; 5(3): e9519, 2010 Mar 04.
Article in English | MEDLINE | ID: mdl-20209049

ABSTRACT

The legume plant Medicago truncatula establishes a symbiosis with the nitrogen-fixing bacterium Sinorhizobium meliloti which takes place in root nodules. The formation of nodules employs a complex developmental program involving organogenesis, specific cellular differentiation of the host cells and the endosymbiotic bacteria, called bacteroids, as well as the specific activation of a large number of plant genes. By using a collection of plant and bacterial mutants inducing non-functional, Fix(-) nodules, we studied the differentiation processes of the symbiotic partners together with the nodule transcriptome, with the aim of unravelling links between cell differentiation and transcriptome activation. Two waves of transcriptional reprogramming involving the repression and the massive induction of hundreds of genes were observed during wild-type nodule formation. The dominant features of this "nodule-specific transcriptome" were the repression of plant defense-related genes, the transient activation of cell cycle and protein synthesis genes at the early stage of nodule development and the activation of the secretory pathway along with a large number of transmembrane and secretory proteins or peptides throughout organogenesis. The fifteen plant and bacterial mutants that were analyzed fell into four major categories. Members of the first category of mutants formed non-functional nodules although they had differentiated nodule cells and bacteroids. This group passed the two transcriptome switch-points similarly to the wild type. The second category, which formed nodules in which the plant cells were differentiated and infected but the bacteroids did not differentiate, passed the first transcriptome switch but not the second one. Nodules in the third category contained infection threads but were devoid of differentiated symbiotic cells and displayed a root-like transcriptome. Nodules in the fourth category were free of bacteria, devoid of differentiated symbiotic cells and also displayed a root-like transcriptome. A correlation thus exists between the differentiation of symbiotic nodule cells and the first wave of nodule specific gene activation and between differentiation of rhizobia to bacteroids and the second transcriptome wave in nodules. The differentiation of symbiotic cells and of bacteroids may therefore constitute signals for the execution of these transcriptome-switches.


Subject(s)
Gene Expression Regulation, Bacterial , Gene Expression Regulation, Plant , Medicago/metabolism , Symbiosis/physiology , Algorithms , Cell Differentiation , Expressed Sequence Tags , Gene Expression Profiling , Genetic Markers , Mutation , Nitrogen/chemistry , Nitrogen Fixation , Phenotype , Ploidies , Sinorhizobium meliloti/genetics
11.
Free Radic Biol Med ; 48(2): 298-305, 2010 Jan 15.
Article in English | MEDLINE | ID: mdl-19892011

ABSTRACT

We examined early and late alterations in gene expression patterns and phosphorylation levels of key regulators of selected signaling pathways in U937 cells exposed to various (*)NO fluxes. cDNA microarray analysis and real-time quantitative PCR identified 45 NO-sensitive genes (>or=2-fold change), among which KLF2, KLF6, TSC22D3, DDIT4, MKP-5 (up-regulated), KIF23, histone H4, ARL6IP2, CLNS1A, SLC7A6, CDKN3, SRP19, and BCL11A (down-regulated) have not been reported before. For two selected genes, KLF2 and DDIT4, the sensitivity to (.)NO was also proven at the protein level. Among the examined genes, only KLF2 had a higher sensitivity to slow release of NO (DETA-NO) than to high-dose, short-duration exposure (DPTA-NO), reaching an about 50-fold increase in mRNA level. Our study revealed that fast and slow NO donors activate similar signaling pathways and induce phosphorylation of MAP kinases and downstream transcription factors ATF2 and c-Jun. Inhibitory analysis of major signaling pathways showed that activity of p38 MAPK and tyrosine kinases is indispensable for gene induction in cells exposed to DPTA-NO, whereas G-protein Rho suppression caused superinduction of KLF2 in (*)NO-stimulated cells. Finally, we showed that both (*)NO donors caused a marked decrease in phosphorylation of p70S6K, an mTOR substrate and regulator of mRNA translation, and protein kinase Akt, an upstream positive regulator of mTOR.


Subject(s)
Kruppel-Like Transcription Factors/biosynthesis , Monocytes/metabolism , Proto-Oncogene Proteins/biosynthesis , Transcription Factors/biosynthesis , Activating Transcription Factor 2/metabolism , Extracellular Signal-Regulated MAP Kinases/metabolism , GTP-Binding Protein Regulators/metabolism , Gene Expression Profiling , Humans , Kruppel-Like Factor 6 , Kruppel-Like Transcription Factors/genetics , Microarray Analysis , Monocytes/pathology , Nitric Oxide/metabolism , Phosphorylation , Proto-Oncogene Proteins/genetics , Ribosomal Protein S6 Kinases, 70-kDa/metabolism , Signal Transduction , Transcription Factors/genetics , U937 Cells
12.
Chem Res Toxicol ; 22(5): 779-87, 2009 May.
Article in English | MEDLINE | ID: mdl-19445531

ABSTRACT

Cytochrome P450 2C9 (P450 2C9) is one of the most important P450 isoforms in the human liver, as it metabolizes numerous exogenous and endogenous substrates. Moreover, it is inducible by several compounds, such as rifampicin, phenobarbital, and NSAIDs (nonsteroidal anti-inflammatories). The aim of this study was to investigate the global cellular consequences of P450 2C9 overexpression at the transcriptional level using an untargeted approach: pangenomic microarrays. Recombinant adenovirus was used to express P450 2C9 instead of an inducer to prevent a per se effect of inducer or its metabolites. P450 2C9 overexpression induced endoplasmic reticulum (ER) stress and regulated genes implicated in the unfolded protein response (UPR) as heat shock protein (HSP) (we studied particurlarly HSPA5 and HSPB1) and in the endoplasmic reticulum associated degradation (ERAD) system as Sec61 and ubiquitin and proteasome pathways. UPR and ERAD are two mechanisms of adaptative response to ER stress. Moreover, activation of Akt was observed in HepG2 cells that overexpress P450 2C9 and might participate in the cellular adaptive response to stress, thus leading to the activation of cell survival pathways. UPR and ERAD should be caused by accumulation of native and misfolded P450 2C9 protein. Our results indicated that P450 2C9 overexpression did not lead to toxicity but induced an ER stress due to protein overexpression rather than mono-oxygenase activity. The ER stress triggered activation of the adaptative response and of pathways leading to cell survival.


Subject(s)
Aryl Hydrocarbon Hydroxylases/metabolism , Gene Expression Profiling , Aryl Hydrocarbon Hydroxylases/genetics , Carcinoma, Hepatocellular , Cell Survival , Cytochrome P-450 CYP2C9 , Endoplasmic Reticulum/genetics , Endoplasmic Reticulum/metabolism , Endoplasmic Reticulum Chaperone BiP , HSP27 Heat-Shock Proteins/genetics , HSP27 Heat-Shock Proteins/metabolism , Heat-Shock Proteins/genetics , Heat-Shock Proteins/metabolism , Humans , Membrane Proteins/genetics , Membrane Proteins/metabolism , Molecular Chaperones , Proteasome Endopeptidase Complex/genetics , Proteasome Endopeptidase Complex/metabolism , SEC Translocation Channels , Transcription, Genetic , Tumor Cells, Cultured , Ubiquitin/genetics , Ubiquitin/metabolism
13.
BMC Bioinformatics ; 10: 98, 2009 Mar 30.
Article in English | MEDLINE | ID: mdl-19331668

ABSTRACT

BACKGROUND: There are many sources of variation in dual labelled microarray experiments, including data acquisition and image processing. The final interpretation of experiments strongly relies on the accuracy of the measurement of the signal intensity. For low intensity spots in particular, accurately estimating gene expression variations remains a challenge as signal measurement is, in this case, highly subject to fluctuations. RESULTS: To evaluate the fluctuations in the fluorescence intensities of spots, we used series of successive scans, at the same settings, of whole genome arrays. We measured the decrease in fluorescence and we evaluated the influence of different parameters (PMT gain, resolution and chemistry of the slide) on the signal variability, at the level of the array as a whole and by intensity interval. Moreover, we assessed the effect of averaging scans on the fluctuations. We found that the extent of photo-bleaching was low and we established that 1) the fluorescence fluctuation is linked to the resolution e.g. it depends on the number of pixels in the spot 2) the fluorescence fluctuation increases as the scanner voltage increases and, moreover, is higher for the red as opposed to the green fluorescence which can introduce bias in the analysis 3) the signal variability is linked to the intensity level, it is higher for low intensities 4) the heterogeneity of the spots and the variability of the signal and the intensity ratios decrease when two or three scans are averaged. CONCLUSION: Protocols consisting of two scans, one at low and one at high PMT gains, or multiple scans (ten scans) can introduce bias or be difficult to implement. We found that averaging two, or at most three, acquisitions of microarrays scanned at moderate photomultiplier settings (PMT gain) is sufficient to significantly improve the accuracy (quality) of the data and particularly those for spots having low intensities and we propose this as a general approach. For averaging and precise image alignment at sub-pixel levels we have made a program freely available on our web-site http://bioinfome.cgm.cnrs-gif.fr to facilitate implementation of this approach.


Subject(s)
Image Enhancement/methods , Oligonucleotide Array Sequence Analysis/methods , Gene Expression Profiling/methods , Internet , Software
14.
Hum Mol Genet ; 18(8): 1405-14, 2009 Apr 15.
Article in English | MEDLINE | ID: mdl-19218269

ABSTRACT

The molecular mechanisms that lead to the cognitive defects characteristic of Down syndrome (DS), the most frequent cause of mental retardation, have remained elusive. Here we use a transgenic DS mouse model (152F7 line) to show that DYRK1A gene dosage imbalance deregulates chromosomal clusters of genes located near neuron-restrictive silencer factor (REST/NRSF) binding sites. We found that Dyrk1a binds the SWI/SNF complex known to interact with REST/NRSF. The mutation of a REST/NRSF binding site in the promoter of the REST/NRSF target gene L1cam modifies the transcriptional effect of Dyrk1a-dosage imbalance on L1cam. Dyrk1a dosage imbalance perturbs Rest/Nrsf levels with decreased Rest/Nrsf expression in embryonic neurons and increased expression in adult neurons. Using transcriptome analysis of embryonic brain subregions of transgenic 152F7 mouse line, we identified a coordinated deregulation of multiple genes that are responsible for dendritic growth impairment present in DS. Similarly, Dyrk1a overexpression in primary mouse cortical neurons induced severe reduction of the dendritic growth and dendritic complexity. We propose that DYRK1A overexpression-related neuronal gene deregulation via disturbance of REST/NRSF levels, and the REST/NRSF-SWI/SNF chromatin remodelling complex, significantly contributes to the neural phenotypic changes that characterize DS.


Subject(s)
Chromatin Assembly and Disassembly , Chromosomal Proteins, Non-Histone/metabolism , Down Syndrome/genetics , Down Syndrome/physiopathology , Protein Serine-Threonine Kinases/metabolism , Protein-Tyrosine Kinases/metabolism , Repressor Proteins/metabolism , Transcription Factors/metabolism , Animals , Brain/cytology , Brain/metabolism , Cells, Cultured , Dendrites/physiology , Mice , Neurons/metabolism , Protein Serine-Threonine Kinases/genetics , Protein-Tyrosine Kinases/genetics , Transfection , Dyrk Kinases
15.
Biochimie ; 90(4): 640-7, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18086573

ABSTRACT

Today, the information for generating reliable protein-protein complex datasets is not directly accessible from PDB structures. Moreover, in X-ray protein structures, different types of contacts can be observed between proteins: contacts in homodimers or inside heterocomplexes considered to be specific, and contacts induced by crystallogenesis processes, considered to be non-specific. However, none of the databases giving access to protein-protein complexes allows the crystallographic interfaces to be distinguished from the biological interfaces. For this reason we developed PPIDD (Protein-Protein Interface Description Database), an innovative tool, which allows the extraction and visualisation of biological protein-protein interfaces from an annotated subset of crystallographic structures of proteins. This tool is focused on the description of protein-protein interfaces corresponding to well-identified classes of protein assemblies. It permits the representation of any of these protein-protein assemblies (duplex) and their interfaces as well as the export of the corresponding molecular structures under a flexible format, which is an extension of the PDBML. Moreover, PPIDD facilitates the construction of subsets of interfaces presenting user-specified common characteristics, to enhance the understanding of the determinants of specific protein-protein interactions.


Subject(s)
Databases, Protein , Information Storage and Retrieval/methods , Protein Conformation , Proteins/chemistry , User-Computer Interface , Crystallography, X-Ray , Internet , Models, Molecular , Protein Interaction Mapping , Sequence Analysis, Protein
16.
Bioinformatics ; 23(20): 2686-91, 2007 Oct 15.
Article in English | MEDLINE | ID: mdl-17698492

ABSTRACT

MOTIVATION: Two-colour microarrays are widely used to perform transcriptome analysis. In most cases, it appears that the 'red' and 'green' images resulting from the scan of a microarray slide are slightly shifted one with respect to the other. To increase the robustness of the measurement of the fluorescent emission intensities, multiple acquisitions with the same or different PMT gains can be used. In these cases, a systematic correction of image shift is required. RESULTS: To accurately detect this shift, we first developed an approach using cross-correlation. Second, we evaluated the most appropriate interpolation method to be used to derive the registered image. Then, we quantified the effects of image shifts on spot quality, using two different quality estimators. Finally, we measured the benefits associated with a systematic image registration. In this study, we demonstrate that registering the two images prior to data extraction provides a more reliable estimate of the two colours' ratio and thus increases the accuracy of measurements of variations in gene expression. AVAILABILITY: http://bioinfome.cgm.cnrs-gif.fr/.


Subject(s)
Artifacts , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , In Situ Hybridization, Fluorescence/methods , Microscopy, Fluorescence, Multiphoton/methods , Oligonucleotide Array Sequence Analysis/methods , Reproducibility of Results , Sensitivity and Specificity
17.
Bioinformatics ; 23(17): 2339-41, 2007 Sep 01.
Article in English | MEDLINE | ID: mdl-17586547

ABSTRACT

UNLABELLED: MAnGO (Microarray Analysis at the Gif/Orsay platform) is an interactive R-based tool for the analysis of two-colour microarray experiments. It is a compilation of various methods, which allows the user (1) to control data quality by detecting biases with a large number of visual representations, (2) to pre-process data (filtering and normalization) and (3) to carry out differential analyses. MAnGO is not only a 'turn-key' tool, oriented towards biologists but also a flexible and adaptable R script oriented towards bioinformaticians. AVAILABILITY: http://bioinfome.cgm.cnrs-gif.fr/.


Subject(s)
Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Microscopy, Fluorescence, Multiphoton/methods , Oligonucleotide Array Sequence Analysis/methods , Software , User-Computer Interface , Algorithms , In Situ Hybridization, Fluorescence/methods , Programming Languages
18.
Nucleic Acids Res ; 35(10): 3214-22, 2007.
Article in English | MEDLINE | ID: mdl-17452353

ABSTRACT

The origin of DNA replication (oriC) of the hyperthermophilic archaeon Pyrococcus abyssi contains multiple ORB and mini-ORB repeats that show sequence similarities to other archaeal ORB (origin recognition box). We report here that the binding of Cdc6/Orc1 to a 5 kb region containing oriC in vivo was highly specific both in exponential and stationary phases, by means of chromatin immunoprecipitation coupled with hybridization on a whole genome microarray (ChIP-chip). The oriC region is practically the sole binding site for the Cdc6/Orc1, thereby distinguishing oriC in the 1.8 M bp genome. We found that the 5 kb region contains a previously unnoticed cluster of ORB and mini-ORB repeats in the gene encoding the small subunit (dp1) for DNA polymerase II (PolD). ChIP and the gel retardation analyses further revealed that Cdc6/Orc1 specifically binds both of the ORB clusters in oriC and dp1. The organization of the ORB clusters in the dp1 and oriC is conserved during evolution in the order Thermococcales, suggesting a role in the initiation of DNA replication. Our ChIP-chip analysis also revealed that Mcm alters the binding specificity to the oriC region according to the growth phase, consistent with its role as a licensing factor.


Subject(s)
Archaeal Proteins/metabolism , DNA-Binding Proteins/metabolism , Origin Recognition Complex/metabolism , Pyrococcus abyssi/genetics , Replication Origin , Binding Sites , Chromatin Immunoprecipitation , Conserved Sequence , Genome, Archaeal , Oligonucleotide Array Sequence Analysis , Repetitive Sequences, Nucleic Acid
19.
Biophys J ; 87(4): 2737-48, 2004 Oct.
Article in English | MEDLINE | ID: mdl-15454465

ABSTRACT

The early steps of crystal nucleation and growth in Brome Mosaïc virus and polyethylene glycol mixtures were analyzed using time-resolved x-ray scattering (at the European Synchrotron Radiation Facility, Grenoble, France). The system was chosen as a crystallization model since the phase diagram of the macromolecule/polymer mixture was known to present, at high polymer concentration, a solid, precipitated phase made of the synchronized formation of a large number of microcrystals. The precipitation and crystallization of the samples was induced by the controlled mixing of virus and polymer using a stopped-flow device. Appearance and growth of Bragg diffraction peaks were used to follow the crystal nucleation and growth as a function of time, virus and polymer concentration, and polymer size. In all samples, the crystallization starts after a few seconds and proceeds for approximately 1-20 min until there is almost no virus left in the solution. The crystalline system was found to be face-centered cubic, with a unit cell size of 391 angstroms. The data analysis allowed us to show the presence of viruses in only two states, in solution or in crystals, revealing that the formation of periodic order proceeds without any detectable intermediate amorphous state.


Subject(s)
Bromovirus/chemistry , Bromovirus/ultrastructure , Crystallization/methods , Crystallography, X-Ray/methods , Polyethylene Glycols/chemistry , Virion/chemistry , Virion/ultrastructure , Bromovirus/growth & development , Kinetics , Macromolecular Substances , Molecular Conformation , Solutions , Virion/growth & development
20.
Biol Cell ; 95(6): 393-8, 2003 Sep.
Article in English | MEDLINE | ID: mdl-14519556

ABSTRACT

Recent advances in electron microscopy and image analysis techniques have resulted in the development of tomography, which makes possible the study of structures neither accessible to X-ray crystallography nor nuclear magnetic resonance. However, the use of tomography to study biological structures, ranging from 100 to 500 nm, requires developments in sample preparation and image analysis. Indeed, cryo-electron tomography present two major drawbacks: the low contrast of recorded images and the sample radiation damage. In the present work we have tested, on T4 bacteriophage samples, the use of a new preparation technique, cryo-negative staining, which reduces the radiation damage while preserving a high signal-to-noise ratio. Our results demonstrate that the combination of cryo-negative staining in tomography with standard cryo-microscopy and single particle analysis results in a methodological approach that could be useful in the study of biological structures ranging in the T4 bacteriophage size.


Subject(s)
Bacteriophage T4/ultrastructure , Cryoelectron Microscopy/instrumentation , Negative Staining/methods , Tomography , Bacteriophage T4/isolation & purification , Cryoelectron Microscopy/methods , Escherichia coli/pathogenicity , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Specimen Handling
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