Genome-wide identification of Streptococcus pneumoniae genes essential for the development of experimental meningitis
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ABSTRACT:
ORGANISM(S): Streptococcus pneumoniae
PROVIDER: GSE21729 | GEO | 2010/11/16
SECONDARY ACCESSION(S): PRJNA127143
REPOSITORIES: GEO
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Project description: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 ...
2010-11-16 | E-GEOD-21729 | biostudies-arrayexpress
Project description:Streptococcus pneumoniae is a major cause of serious infections such as pneumonia and meningitis in both children and adults worldwide. Here, we describe the development of a high-throughput genome-wide technique, Genomic Array Footprinting (GAF), for the identification of genes essential for this bacterium at various stages during infection. GAF enables negative screens by means of a combination of transposon mutagenesis and microarray technology for the detection of transposon insertion sites. We tested several methods for the identification of transposon insertion sites and found that amplification of DNA adjacent to the insertion site by PCR resulted in non-reproducible results, even when combined with an adapter. However, restriction of genomic DNA followed directly by in vitro transcription circumvented these problems. Analysis of parallel reactions generated with this method on a large mariner transposon library, showed that it was highly reproducible and correctly identified essential genes. Comparison of a mariner library to one generated with the in vivo transposition plasmid pGh:ISS1, showed that both have an equal degree of saturation, but that 9% of the genome is preferentially mutated by either one. The usefulness of GAF was demonstrated in a screen for genes essential for survival of zinc stress. This identified a gene encoding a putative cation efflux transporter, and its deletion resulted in an inability to grow under high zinc conditions. In conclusion, we developed a fast, versatile, specific, and high-throughput method for the identification of conditionally essential genes in S. pneumoniae. Keywords: GAF Identification of transposon insertion sites
2007-06-26 | GSE6913 | GEO
Project description:Streptococcus pneumoniae is a major cause of serious infections such as pneumonia and meningitis in both children and adults worldwide. Here, we describe the development of a high-throughput genome-wide technique, Genomic Array Footprinting (GAF), for the identification of genes essential for this bacterium at various stages during infection. GAF enables negative screens by means of a combination of transposon mutagenesis and microarray technology for the detection of transposon insertion sites. We tested several methods for the identification of transposon insertion sites and found that amplification of DNA adjacent to the insertion site by PCR resulted in non-reproducible results, even when combined with an adapter. However, restriction of genomic DNA followed directly by in vitro transcription circumvented these problems. Analysis of parallel reactions generated with this method on a large mariner transposon library, showed that it was highly reproducible and correctly identified essential genes. Comparison of a mariner library to one generated with the in vivo transposition plasmid pGh:ISS1, showed that both have an equal degree of saturation, but that 9% of the genome is preferentially mutated by either one. The usefulness of GAF was demonstrated in a screen for genes essential for survival of zinc stress. This identified a gene encoding a putative cation efflux transporter, and its deletion resulted in an inability to grow under high zinc conditions. In conclusion, we developed a fast, versatile, specific, and high-throughput method for the identification of conditionally essential genes in S. pneumoniae. Keywords: GAF pGHost vs mariner
2007-06-26 | GSE6912 | GEO
Project description:Streptococcus pneumoniae is a major cause of serious infections such as pneumonia and meningitis in both children and adults worldwide. Here, we describe the development of a high-throughput genome-wide technique, Genomic Array Footprinting (GAF), for the identification of genes essential for this bacterium at various stages during infection. GAF enables negative screens by means of a combination of transposon mutagenesis and microarray technology for the detection of transposon insertion sites. We tested several methods for the identification of transposon insertion sites and found that amplification of DNA adjacent to the insertion site by PCR resulted in non-reproducible results, even when combined with an adapter. However, restriction of genomic DNA followed directly by in vitro transcription circumvented these problems. Analysis of parallel reactions generated with this method on a large mariner transposon library, showed that it was highly reproducible and correctly identified essential genes. Comparison of a mariner library to one generated with the in vivo transposition plasmid pGh:ISS1, showed that both have an equal degree of saturation, but that 9% of the genome is preferentially mutated by either one. The usefulness of GAF was demonstrated in a screen for genes essential for survival of zinc stress. This identified a gene encoding a putative cation efflux transporter, and its deletion resulted in an inability to grow under high zinc conditions. In conclusion, we developed a fast, versatile, specific, and high-throughput method for the identification of conditionally essential genes in S. pneumoniae. Keywords: GAF zinc
2007-06-26 | GSE6911 | GEO
Project description:Ubiquitination is a reversible protein modification involved in various cellular processes in eukaryotic cells. Deubiquitinating enzymes, the proteins responsible for the removal of ubiquitin, act as essential regulators to maintain ubiquitin homeostasis and to exquisitely regulate protein degradation via the ubiquitination pathway. Cryptococcus neoformans is an important basidiomycete pathogen that causes life-threatening meningoencephalitis primarily within the immunocompromised population. In order to understand the possible influence deubiquitinating enzymes have on growth and virulence of the model pathogenic yeast Cryptococcus neoformans, we generated deletion mutants of 7 putative deubiquitinase genes. Compared to other deubiquitinating enzyme mutants, a ubp5∆ mutant exhibited severely attenuated virulence and many distinct phenotypes, including decreased capsule formation, hypomelanization, defective sporulation, and elevated sensitivity to several external stressors (such as high temperature, oxidative and nitrosative stresses, high salts, and antifungal agents). Ubp5 appears to be the major deubiquitinating enzyme in C. neoformans for maintaining a pool of free ubiquitin for stress responses, supports the evolutionary divergence of Cryptococcus sp. from the model yeast S. cerevisiae, and provides an important paradigm for understanding the potential role of deubiquitination in virulence by other pathogenic fungi. In addition, other putative deubiquitinase mutants (doa4∆ and ubp13∆) exhibit similar phenotypes to the ubp5∆ mutant, illustrating possible functional overlap among deubiquitinating enzymes in C. neoformans. Certain functioning deubiquitinating enzymes are essential for the virulence composite of C. neoformans and provide an additional yeast survival and propagation advantage in the host. New Zealand White rabbits were inoculated with WT strain H99 and harvested by intracisternal spinal tap on days 1, 3, 4, and 7. For the human sample, RNA was extracted from CSF obtained from a de-identified patient with cryptococcal meningitis.
2012-04-10 | E-GEOD-36183 | biostudies-arrayexpress
Project description:Background: Meningitis can be caused by several viruses and bacteria. Identifying the causative pathogen as quickly as possible is crucial to initiate the most optimal therapy, as acute bacterial meningitis is associated with a significant morbidity and mortality. Bacterial meningitis requires antibiotics, as opposed to enteroviral meningitis, which only requires supportive therapy. Clinical presentation is usually not sufficient to differentiate between viral and bacterial meningitis, thereby necessitating cerebrospinal fluid (CSF) analysis by PCR and/or time-consuming bacterial cultures. However, collecting CSF in children is not always feasible and a rather invasive procedure. Methods: In 12 Belgian hospitals, we obtained acute blood samples from children with signs of meningitis (49 viral and 7 bacterial cases). (aged between 3 months and 16 years). After pathogen confirmation on CSF, the patient was asked to give a convalescent sample after recovery. 3’mRNA sequencing was performed to determine differentially expressed genes (DEGs) to create a host transcriptomic profile. Results: Enteroviral meningitis cases displayed the largest upregulated fold change enrichment in type I interferon production, response and signaling pathways. Patients with bacterial meningitis showed a significant upregulation of genes related to macrophage and neutrophil activation. We found several significantly DEGs between enteroviral and bacterial meningitis. Random forest classification showed that we were able to differentiate enteroviral from bacterial meningitis with an AUC of 0.982 on held-out samples. Conclusions: Enteroviral meningitis has an innate immunity signature with type 1 interferons as key players. Our classifier, based on blood host transcriptomic profiles of different meningitis cases, is a possible strong alternative for diagnosing enteroviral meningitis.
2019-06-27 | GSE133378 | GEO
Project description:Iron-sequestration by the human host is a first line defense against respiratory pathogens like Moraxella catarrhalis, which consequently experiences a period of iron-starvation during colonization and infection. We determined the genetic requirements for M. catarrhalis growth during iron-starvation using the high-throughput genome-wide screening technology genomic array footprinting (GAF). To this end, a large marinerT7 transposon mutant library (~28,000 independent transposon mutants) was grown under iron-limiting conditions, achieved by sequestration of iron by 30 M-BM-5M Desferal (DF30), and under control growth conditions (brain heart infusion broth, DF0). Mutants were recovered at exponential- and the early-stationary growth phase and used for the generation of mutant-specific cDNA probes that were hybridized to custom-designed NimbleGen GAF microarrays. The results described in this study are further discussed in Stefan P.W. de Vries, Peter Burghout, Jeroen D. Langereis, Aldert Zomer, Peter W.M. Hermans, Hester J. Bootsma: Genetic requirements for Moraxella catarrhalis growth under iron-limiting conditions, Molecular Microbiology. cDNA probes generated from mutants recovered during the exponential growth phase, or early-stationary phase under challenge (iron-limiting, DF30) or control conditions (DF0). Hybridization on GAF 4x72K custom design Nimblegen GAF arrays for read-out.
2013-06-06 | E-GEOD-41546 | biostudies-arrayexpress
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.
2007-09-04 | E-GEOD-8362 | biostudies-arrayexpress
Project description:Meningitis is a life-threatening condition characterized by the inflammation of the leptomeningeal membranes surrounding the brain and spinal cord. The term meningitis is an umbrella term and includes several different etiologies. The majorities of meningitis cases are caused by viruses (viral meningitis; VM) and are often associated with low mortality rates and low risk of developing neurological. In contrast, meningitis caused by some viral infections, such as tick-borne encephalitis (TBE), can be life-threatening when left untreated with increased risk of developing neurological sequelae. Acute bacterial meningitis (ABM), however, is one of the leading causes of death due to infectious diseases worldwide and is associated with rapid disease progression, high mortality rates and increased risk of long-term neurological sequelae in survivors. As meningitis is caused by numerous different pathogens, the host-response is typically highly variable and it is currently unknown if different pathogens can introduce specific proteome changes in the cerebrospinal fluid (CSF). In this study we applied DIA-MS to provide novel insights for in-depth understanding of central nervous system functioning and host response during meningitis in a cohort of patients with differential diagnosis of meningitis, to account for variability contributed by different disease-causing pathogens. The results reveal drastic changes in the CSF proteome during meningitis, where in particular a massive increase of neutrophil derived proteins in the CSF correlated with ABM, suggesting that activated neutrophils play a particular role in ABM. Additionally both ABM and VM result in marked reduction of brain-specific proteins in the CSF, which could be indicative of pathophysiological mechanisms leading to brain damage. Furthermore, generation of lasso regression model enables separation of ABM with high sensitivity and specificity, demonstrating that several proteins are required to confidently discriminate between ABM, VM and BM.
2021-04-12 | PXD023174 | Pride
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.
2020-11-09 | PXD021268 | Pride