Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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Genome-wide identification of Streptococcus pneumoniae genes essential for the development of experimental meningitis

ABSTRACT: We applied genomic array footprinting (GAF) in the search for genes of S. pneumoniae essential during the establishment and progression of experimental meningitis. Four libraries with a total of 6,000 independent TIGR4 marinerT7 transposon mutants were injected intra-cisternally in rabbits, and cerebrospinal fluid (CSF) was collected after three, nine, and fifteen hours. Microarray analysis of mutant-specific probes from CSF samples and inocula identified 82 genes of which mutants had become attenuated and eleven genes of which mutants had become enriched during infection. Screening results particularly point to an essential role for capsular polysaccharides (cps), nutrient uptake, and metabolism in meningitis. Detailed study on directed mutants of a subset of sixteen GAF targets in an experimental model of rat meningitis revealed that ten were significantly attenuated or enriched during competitive infection. Furthermore, we showed that mutants of adenylosuccinate synthetase (purA), flavodoxin (fld), and the substrate binding protein (livJ) of a branched chain amino acid ABC-transporter were essential for full blown meningitis in a mono-infection setup of rat meningitis. Overall, the GAF screen revealed the general restraint on nutrients encountered by the pneumococcus in CSF, while, except for cps genes, no ‘classic’ virulence factors appeared to be required for infection. This knowledge will contribute to a better understanding of the molecular pathogenesis of pneumococcal meningitis. The rabbit meningitis model was performed as previously described by Østergaard (PMID: 9661008 ). Briefly, 10E6 CFU of a S. pneumoniae mutant library was suspended in 20 µl beef-broth and injected into cisterna magna of four groups of four outbred New Zealand White rabbits of app. 2.5 kg (in one group one rabbit died). CSF (0.3 ml) samples were repeatedly obtained from the same rabbit by aspiration from indwelling spinal- and arterial cannules. Samples were collected before pleocytosis developed (three hrs), at the time of maximal pleocytosis (nine hrs), and at a time of slowing bacterial growth and abating pleocytosis (fifteen hrs ). Until further processing in the GAF protocol, CSF and inocula were stored with 15% glycerol at -80ºC. The GAF technology was performed as described previously (PMID: 17261526 ). Briefly, stored inocula and CSF obtained during the experimental rabbit meningitis experiments were defrosted, diluted in GM17 medium supplemented with spectinomycin, and grown to mid-log phase. Chromosomal DNA was isolated, digested with AluI endonuclease, and used as a template for in vitro transcription initiated from the T7 promoters of the marinerT7 transposon that is present in each mutant. After removal of template DNA by DNAseI treatment, mutant-specific T7 RNA was reverse transcribed in the presence of fluorescent Cy3/Cy5-labeled dUTP nucleotides. Labeled Cy3/Cy5-cDNA from the CSF samples and oppositely labeled Cy5/Cy3 cDNA from the inocula were combined, purified, and washed by ultrafiltration. The cDNA was hybridized to pneumococcal microarrays containing, 2,087 ORFs of Streptococcus pneumoniae TIGR4 and 70-mer oligo's specific for the non-homologous ORFs in the R6, D39, 23F, INV104B, INV200, OXC141, and G54 strains, all spotted in duplicate (PMID: 18174343) . Dual channel array images were acquired on a GenePix 4200AL microarray scanner (Axon Instruments, Union City, CA). Microarray image files were analyzed with GenePix Pro software (Axon Instruments, Union City, CA). Spots were screened visually to identify those of low quality and removed from the data set prior to analysis. A net mean intensity filter based on hybridization signals obtained with R6-specific spots was applied in all experiments. Slide data were processed and normalized using MicroPreP (PMID: 15907200). Further analysis was performed using a CyberT implementation of the Student’s t test (cybert.microarray.ics.uci.edu). This web-based program lists the ratios of all intra-replicates (duplicate spots) and inter-replicates (different slides), the mean ratios per gene, and standard deviations and (Bayesian) p values assigned to the mean ratios. For identification of conditionally essential genes, only genes with a minimum of 6/8 (for groups of four rabbits) or 5/6 for the group of three rabbits) reliable measurements and a Bayesian p-value < 0.001 were included. Further selection criteria were applied, as only mutants displaying an average fold-change of >2.5 at a minimum of two time-points, or >4.0 at one time-point were accepted as significantly attenuated or enriched. The microarray data have been deposited in the NCBI Gene Expression Omnibus (GEO) database (www.ncbi.nlm.nih.gov/geo/) under GEO Series accession number ...

ORGANISM(S): Streptococcus pneumoniae

SUBMITTER: Peter Burghout

PROVIDER: E-GEOD-21729 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:We applied a novel negative selection strategy called genomic array footprinting (GAF) to identify genes required for genetic transformation of the gram-positive bacterium Streptococcus pneumoniae. Genome-wide mariner-transposon mutant libraries in S. pneumoniae strain R6 were challenged by transformation with an antibiotic resistance cassette and growth in the presence of the corresponding antibiotic. The GAF screen identified the enrichment of mutants in two genes, i.e., hexA and hexB, and the counter-selection of mutants in 21 different genes during the challenge. Eight of the counter-selected genes were known to be essential for pneumococcal transformation. Four other genes, i.e., radA, comGF, parB, and spr2011, have previously been linked to the competence regulon, and one, spr2014, was located adjacent to the essential competence gene comFA. Directed mutants in which seven of the eight remaining genes, i.e., spr0459/spr0460, spr0777, spr0838, spr1259/spr1260, and spr1357, were deleted, displayed reduced, albeit modest, transformation rates. No connection to pneumococcal transformation could be made for the eighth gene, which encodes the response regulator RR03. We further demonstrated that the gene encoding the putative DNA repair protein RadA is required for efficient transformation of chromosomal markers, whereas transformation with replicating plasmid DNA was not significantly affected. The radA mutant also displayed an increased sensitivity to treatment with the DNA-damaging agent methyl methanesulfonate. Hence, RadA is considered to have a role in recombination of donor DNA and DNA damage repair in S. pneumoniae. Keywords: GAF competence Selection for genes essential for transformation. Aliquots of a marinerT7 transposon library generated in S. pneumoniae R6 containing approximately 40,000 independent mutants were transformed with an antibiotic resistance marker and grown without (initial library) or with (challenged library) antibiotics for 25 generation until DNA extraction.

Project description:Background Mortality from bacterial meningitis, predominately caused by Streptococcus pneumoniae, exceeds 50% in low and middle income countries in sub-Saharan Africa with high HIV prevalence. Underlying causes of high mortality are poorly understood. We examined the host and pathogen proteome in adults with proven pneumococcal meningitis (PM), testing if differentially expressed proteins in CSF were implicated in outcome. Materials/methods CSF proteomes were analysed by quantitative Mass-Spectrometry. Spectra were identified using the Swissprot human and TIGR4 pneumococcal protein libraries. Proteins were quantitated and analysed against clinical outcome. Unique proteins in PM were identified against published normal CSF proteome. Random-Forest models were used to test for protein signatures discriminating outcome. Proteins of interest were tested for their effects on growth and opsonophagocytic killing of S. pneumoniae. Results CSF proteomes were available for 57 Adults with PM (median age 32 years, 60% male, 70% HIV-1 co-infected, mortality 63%). 360 individual human and 23 pneumococcal proteins were identified. Of the human protein hits, 30% were not expressed in normal CSF, and these were strongly associated with inflammation and primarily related to neutrophil activity. No human protein signature predicted outcome. However, expression of the essential S. pneumoniae protein Elongation Factor Tu (EF-Tu) was significantly increased in CSF of non-survivors (False Discovery Rate (q) <0.001). Expression of EF-Tu was negatively co-correlated against expression of Neutrophil defensin (r 0.4 p p<0.002), but not against complement proteins C3 or Factor H. In vitro, addition of EF-Tu protein impaired S. pneumoniae neutrophil killing when osponised with CSF. Conclusions Excessive CSF levels of S. pneumoniae EF-Tu protein was associated with reduced survival in human meningitis. Preliminary studies show EF-Tu inhibits neutrophil mediated killing of S. pneumoniae in CSF. Further functional studies are required to better understand the mechanistic role of EF-Tu during PM.

Project description:We previously reported the establishment of a rabbit (Oryctolagus cuniculus) model of Systemic Lupus Erythematosus (SLE) in which peptide immunization led to lupus-like autoantibody production including anti-Sm, -RNP, -SS-A, -SS-B and -dsDNA. Some neurological symptoms in form of seizures and nystagmus were observed. The animals used in the previous and in the present study were from a National Institute of Allergy and Infectious Diseases colony of rabbits that were pedigreed, immunoglobulin allotype-defined but not inbred. Their genetic heterogeneity may correspond to that found among patients of a given ethnicity. We extended the information about this rabbit model of SLE by microarray based expression profiling. We first demonstrated that human expression arrays could be used with rabbit RNA to yield information on molecular pathways. We then designed a study evaluating gene expression profiles in 8 groups of control and SLE rabbits (46 rabbits in total). Genes significantly upregulated in SLE rabbits were associated with NK cytotoxicity, antigen presentation, leukocyte migration, cytokine activity, protein kinases, RNA spliceosomal ribonucleoproteins, intracellular signaling cascades, and glutamate receptor activity. These results link increased immune activation with up-regulation of components associated with neurological and anti-RNP responses, demonstrating the utility of the rabbit SLE model to uncover biological pathways related to SLE-induced clinical symptoms, including Neuropsychiatric Lupus. Our finding of distinct gene expression patterns in rabbits that made anti-dsDNA compared to those that only made other anti-nuclear antibodies should be further investigated in subsets of SLE patients with different autoantibody profiles. An important goal of biomedical research is to translate basic findings into clinical applications. Models in inbred mice that spontaneously develop SLE, along with various mutant, transgenic and knockout models have documented a variety of genetic defects leading to SLE, but from the clinical perspective, the degree to which these findings using the inbred or homogeneous artificially mutated strains apply to individuals in heterogeneous outbred human populations is open to question. Given that there is still no cure available for SLE, it is important that we continue to explore possibilities using new animal models of SLE including neuropsychiatric lupus (NPSLE). The gene expression study reported here was conducted to expand our understanding of SLE and in particular NPSLE using our rabbit model. We reported earlier that immunization of rabbits with the SM- or GR-MAP peptides led to development of anti-nuclear autoantibodies, including anti-dsDNA, as well as neurological symptoms in the form of seizures and nystagmus in some rabbits. After establishing that it was possible to use the Affymetrix U95 human microarray for the rabbit gene expression studies, through comparative hybridization of identically prepared cRNA from human and rabbit PWBC, the human microarray was used due to lack of rabbit-specific microarrays. We describe unique gene expression changes associated with lupus like serological patterns in immunized rabbits. Our results also demonstrate that caution must be applied when choosing the structure of the carrier Multiple Antigen Peptide (MAP-peptide) for immunization. We discovered that using MAP-4 rather than MAP-8 significantly altered patterns of immune response and gene expression. Currently, microarrays specific for study of gene expression profiles are not available for rabbits. Therefore, we first conducted studies that compared identically prepared rabbit and human cRNA binding to the Affymetrix U95 microarray available for human gene expression analyses. It was determined that the human microarray could be used with rabbit cRNA to yield information on genetic pathways activated and/or suppressed in autoantibody-producing immunized rabbits. In the current report, gene expression profiles of a total of 46 rabbits, from 4 generations within a pedigreed group of control and immunized rabbits, were obtained and analyzed.

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Genome-wide identification of Streptococcus pneumoniae genes essential for the development of experimental meningitis

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