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Christopher Gray

Bio: Christopher Gray is an academic researcher from Hoffmann-La Roche. The author has contributed to research in topics: Gene & Proteome. The author has an hindex of 10, co-authored 15 publications receiving 891 citations.

Papers
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Journal ArticleDOI
TL;DR: It is shown that hybridization of Streptococcus RNA to a chip allows simultaneous quantification of the transcript levels and allows simultaneous and quantitative measurement of the transcriptional activity of entire bacterial genomes on a single oligonucleotide probe array.
Abstract: We have used high-density oligonucleotide probe arrays (chips) for bacterial transcript imaging. We designed a chip containing probes representing 106 Hemophilus influenzae genes and 100 Streptococcus pneumoniae genes. The apparent lack of polyadenylated transcripts excludes enrichment of mRNA by affinity purification and we thus used total, chemically biotinylated RNA as hybridization probe. We show that hybridization of Streptococcus RNA to a chip allows simultaneous quantification of the transcript levels. The sensitivity was found to be in the range of one to five transcripts per cell. The quantitative chip results were in good agreement with conventional Northern blot analysis of selected genes. This technology allows simultaneous and quantitative measurement of the transcriptional activity of entire bacterial genomes on a single oligonucleotide probe array.

275 citations

Journal ArticleDOI
TL;DR: Treatment with the ATPase inhibitor Novobiocin changed the expression rates of many genes, reflecting the fact that the initiation of transcription for many genes is sensitive to DNA supercoiling.
Abstract: The responses of Haemophilus influenzae to DNA gyrase inhibitors were analyzed at the transcriptional and the translational level. High-density microarrays based on the genomic sequence were used to monitor the expression levels of >80% of the genes in this bacterium. In parallel the proteins were analyzed by two-dimensional electrophoresis. DNA gyrase inhibitors of two different functional classes were used. Novobiocin, as a representative of one class, inhibits the ATPase activity of the enzyme, thereby indirectly changing the degree of DNA supercoiling. Ciprofloxacin, a representative of the second class, obstructs supercoiling by inhibiting the DNA cleavage-resealing reaction. Our results clearly show that different responses can be observed. Treatment with the ATPase inhibitor Novobiocin changed the expression rates of many genes, reflecting the fact that the initiation of transcription for many genes is sensitive to DNA supercoiling. Ciprofloxacin mainly stimulated the expression of DNA repair systems as a response to the DNA damage caused by the stable ternary complexes. In addition, changed expression levels were also observed for some genes coding for proteins either annotated as “unknown function” or “hypothetical” or for proteins not directly involved in DNA topology or repair. [The sequence data described in this paper have been submitted to the EMBL data library under accession nos. {"type":"entrez-nucleotide","attrs":{"text":"AJ297131","term_id":"10880347","term_text":"AJ297131"}}AJ297131 and {"type":"entrez-nucleotide","attrs":{"text":"AL135960","term_id":"6635875","term_text":"AL135960"}}AL135960.]

158 citations

Journal ArticleDOI
TL;DR: A two‐dimensional database of the proteome of Haemophilus influenzae, a bacterium of medical interest of which the complete genome has been sequenced, is constructed, at present one of the largest two-dimensional proteome databases.
Abstract: We have constructed a two-dimensional database of the proteome of Haemophilus influenzae, a bacterium of medical interest of which the complete genome, comprising about 1742 open reading frames, has been sequenced. The soluble protein fraction of the microorganism was analyzed by two-dimensional electrophoresis, using immobilized pH gradient strips of various pH regions, gels with different acrylamide concentrations and buffers with different trailing ions. In order to visualize low-copy-number gene products, we employed a series of protein extraction and sample application approaches and several chromatographic steps, including heparin chromatography, chromatofocusing and hydrophobic interaction chromatography. We have also analyzed the cell envelope-bound protein fraction using either immobilized pH gradient strips or a two-detergent system with a cationic detergent in the first and an anionic detergent in the second-dimensional separation. Different proteins (502) were identified by matrix-assisted laser desorption/ionization mass spectrometry and amino acid composition analysis. This is at present one of the largest two-dimensional proteome databases.

142 citations

Journal ArticleDOI
TL;DR: The enrichment of proteins of the bacterium Haemophilus influenzae by chromatography on immobilized heparin which has affinity for growth and protein biosynthesis factors and they did not exclusively belong to one single class of proteins are investigated.
Abstract: Two-dimensional gel electrophoresis separates several hundred protein molecules in one single experiment and is efficiently used to study the products expressed by different genomes. Low-copy-number gene products are invisible on a stained two-dimensional map and must be enriched such that sufficient amounts are present for visualization and identification. We investigated the enrichment of proteins of the bacterium Haemophilus influenzae by chromatography on immobilized heparin which has affinity for growth and protein biosynthesis factors. Total soluble proteins of the microorganism were fractionated on Heparin-Actigel which resulted in enrichment of approximately 160 proteins. The eluates, representing about 40% of the applied proteins, were analyzed by two-dimensional gel electrophoresis and the protein spots were characterized by amino acid composition analysis and matrix-assisted laser desorption ionization mass spectrometry. The proteins enriched by chromatography on the heparin gel were not exclusively low-copy-number gene products and they did not exclusively belong to one single class of proteins. The proteins that bound to the heparin gel are indicated in a two-dimensional protein map which includes more than 110 newly identified proteins.

68 citations

Journal ArticleDOI
TL;DR: The response of H. influenzae to translational inhibitors appears to be mediated by the regulatory nucleotide ppGpp, as in Escherichia coli.
Abstract: High-resolution two-dimensional gel electrophoresis of pulse-labeled Haemophilus influenzae extracts allows for the separation and quantification of more than five hundred protein spots. We have determined the changes in the protein synthesis patterns triggered by treatment with inhibitors of transcription, Rifampicin (Rif) and translation, Chloramphenicol (Chl), Erythromycin (Ery), Fusidate (Fus), Puromycin (Pur), Kanamycin (Kan), Streptomycin (Str), and Tetracycline (Tet) relative to the total protein synthesis rate. More than 200 spots changed in intensity under at least one condition. With the exception of the aminoglycosides, Kan and Str, all inhibitors triggered a clear increase in the synthesis rates of ribosomal proteins and RNA polymerase subunits. Northern analysis of rpoA, rpoB, rpoC, and six ribosomal protein genes indicated induction of transcription as well as antitermination as part of the mechanism of the regulation of gene expression. Total RNA synthesis was increased after exposure to Chl, Ery, Fus, and Tet, whereas Str had no effect. Rif led to an almost complete shutdown of RNA synthesis. Exposure to Chl, Ery, Fus, Rif, and Tet resulted in a decrease in the concentration of the stringent factor, guanosine 5',3'-bis-diphosphate (ppGpp) whereas Str again had no effect. Thus, as in Escherichia coli, the response of H. influenzae to translational inhibitors appears to be mediated by the regulatory nucleotide ppGpp.

56 citations


Cited by
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Journal ArticleDOI
TL;DR: MudPIT was applied to the proteome of the Saccharomyces cerevisiae strain BJ5460 grown to mid-log phase and yielded the largest proteome analysis to date, identifying 131 proteins with three or more predicted transmembrane domains which allowed us to map the soluble domains of many of the integral membrane proteins.
Abstract: We describe a largely unbiased method for rapid and large-scale proteome analysis by multidimensional liquid chromatography, tandem mass spectrometry, and database searching by the SEQUEST algorithm, named multidimensional protein identification technology (MudPIT). MudPIT was applied to the proteome of the Saccharomyces cerevisiae strain BJ5460 grown to mid-log phase and yielded the largest proteome analysis to date. A total of 1,484 proteins were detected and identified. Categorization of these hits demonstrated the ability of this technology to detect and identify proteins rarely seen in proteome analysis, including low-abundance proteins like transcription factors and protein kinases. Furthermore, we identified 131 proteins with three or more predicted transmembrane domains, which allowed us to map the soluble domains of many of the integral membrane proteins. MudPIT is useful for proteome analysis and may be specifically applied to integral membrane proteins to obtain detailed biochemical information on this unwieldy class of proteins.

4,805 citations

Journal ArticleDOI
TL;DR: An approach in which sequence information is used directly to design high–density, two–dimensional arrays of synthetic oligonucleotides is developed, which have been designed and used for quantitative and highly parallel measurements of gene expression, to discover polymorphic loci and to detect the presence of thousands of alternative alleles.
Abstract: Experimental genomics involves taking advantage of sequence information to investigate and understand the workings of genes, cells and organisms. We have developed an approach in which sequence information is used directly to design high-density, two-dimensional rays of synthetic oligonucleotides. The GeneChipe probe arrays are made using spatially patterned, light-directed combinatorial chemical synthesis and contain up to hundreds of thousands of different oligonucleotides on a small glass surface. The arrays have been designed and used for quantitative and highly parallel measurements of gene expression, to discover polymorphic loci and to detect the presence of thousands of alternative alleles. Here, we describe the fabrication of the arrays, their design and some specific applications to high-throughput genetic and cellular analysis.

2,386 citations

Journal ArticleDOI
TL;DR: Technical aspects of cDNA microarrays are reviewed, including the general principles, fabrication of the arrays, target labelling, image analysis and data extraction, management and mining.
Abstract: cDNA microarrays are capable of profiling gene expression patterns of tens of thousands of genes in a single experiment. DNA targets, in the form of 3' expressed sequence tags (ESTs), are arrayed onto glass slides (or membranes) and probed with fluorescent- or radioactively-labelled cDNAs. Here, we review technical aspects of cDNA microarrays, including the general principles, fabrication of the arrays, target labelling, image analysis and data extraction, management and mining.

1,841 citations

Journal ArticleDOI
TL;DR: 4. Automated Interpretation of CID Spectra 282 5. Accurate Mass Tags 282 C. Protein Identification in Complex Mixtures 282 D. Analysis of Protein Expression 284 III.
Abstract: 4. Automated Interpretation of CID Spectra 282 5. Accurate Mass Tags 282 C. Protein Identification in Complex Mixtures 282 D. Analysis of Protein Expression 284 III. Proteomes and Post-Translational Modifications 285 A. Proteomes 285 1. The Analytical Challenge 285 2. Analysis of Protein−Protein Complexes 286 B. Post-Translational Modifications 286 1. Background 286 2. Detection and Purification of Phosphoproteins 288

1,416 citations

Journal ArticleDOI
TL;DR: The critical role of bioinformatics and various methods of data visualization are summarized and the future role of metabolomics in plant science assessed.

979 citations