Longitudinal multi-omics analysis of Bordetella pertussis Tohama I fermentation
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ABSTRACT:
ORGANISM(S): Bordetella pertussis Tohama I
PROVIDER: GSE212531 | GEO | 2023/02/21
REPOSITORIES: GEO
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Project description:Bordetella pertussis is the bacterial causative agent of whooping cough, a serious respiratory illness. An extensive knowledge on its virulence regulation and metabolism is a key factor to ensure pertussis vaccine manufacturing process robustness. The aim of this study was to refine our comprehension of B. pertussis physiology along the fermentation process. A longitudinal multi-omics analysis was carried out over a 26-hour small-scale fermentation of B. pertussis. Fermentations were performed in batch mode and under culture conditions intending to mimic industrial processes. Putative cysteine and proline starvations were respectively observed at the beginning of the exponential phase (from 4h to 8h) and during the exponential phase (18h45). As revealed by multi-omics analyses, the proline starvation induced major molecular changes, including a transient metabolism with internal stock consumption. In the meantime, growth and specific total PT, PRN and Fim2 antigen productions were negatively affected. Interestingly, the master virulence-regulating two-component system of B. pertussis (BvgASR) was not evidenced as the sole virulence regulator in this in vitro growth condition. Indeed, novel intermediate regulators were identified as putatively involved in the expression of some virulence-activated genes (vags). Such longitudinal multi-omics analysis applied to B. pertussis fermentation process emerges as a powerful tool for characterization and incremental optimization of vaccine antigen production.
2023-03-11 | PXD039615 | Pride
Project description:<p><em>Bordetella pertussis</em> is the bacterial causative agent of whooping cough, a serious respiratory illness. An extensive knowledge on its virulence regulation and metabolism is a key factor to ensure pertussis vaccine manufacturing process robustness. The aim of this study was to refine our comprehension of <em>B. pertussis</em> physiology during <em>in vitro</em> cultures in bioreactors. A longitudinal multi-omics analysis was carried out over 26 h small-scale cultures of <em>B. pertussis</em>. Cultures were performed in batch mode and under culture conditions intending to mimic industrial processes. Putative cysteine and proline starvations were, respectively, observed at the beginning of the exponential phase (from 4 to 8 h) and during the exponential phase (18 h 45 min). As revealed by multi-omics analyses, the proline starvation induced major molecular changes, including a transient metabolism with internal stock consumption. In the meantime, growth and specific total PT, PRN and Fim2 antigen productions were negatively affected. Interestingly, the master virulence-regulating two-component system of <em>B. pertussis</em> (BvgASR) was not evidenced as the sole virulence regulator in this <em>in vitro</em> growth condition. Indeed, novel intermediate regulators were identified as putatively involved in the expression of some virulence-activated genes (vags). Such longitudinal multi-omics analysis applied to <em>B. pertussis</em> culture process emerges as a powerful tool for characterization and incremental optimization of vaccine antigen production.</p>
2023-02-21 | MTBLS5762 | MetaboLights
Project description:We examined the global transcription of B. pertussis in different strains and culture conditions
2020-05-01 | GSE137180 | GEO
Project description:We examined the BvgA fixation on the genome of B. pertussis in different strains and culture conditions
2020-05-01 | GSE137027 | GEO
Project description:CGH analysis of 100 Bordetella pertussis strains
2010-10-01 | E-TABM-809 | biostudies-arrayexpress
Project description:Copper is both essential and toxic to living beings, which therefore tightly control its intracellular concentration. At the host-pathogen interface, copper is used by phagocytic cells to kill invading microorganisms. We investigated copper homeostasis in the whooping cough agent Bordetella pertussis, which lives in the human respiratory mucosa and has no environmental reservoir. B. pertussis has considerably streamlined copper homeostasis mechanisms relative to other Gram-negative bacteria. Its single remaining defense line against copper intoxication consists in a metallochaperone diverted for copper passivation and two enzymes involved in peroxide detoxification, which together fight two stresses encountered in phagolysosomes. The three proteins are encoded by an original, composite operon assembled in an environmental ancestor and which is under sensitive control by copper. Interestingly, this system appears to play a role in persistent infection in the nasal cavity of B. pertussis-infected mice. Combining responses to co-occurring stresses in a tailored operon reveals a new strategy adopted by a host-restricted pathogen to optimize survival at minimal energy expenditure.
2020-10-27 | GSE145049 | GEO
Project description:Purpose: Within the past 20 years, outbreaks of whooping cough, caused by Bordetella pertussis, have led to respiratory disease and infant mortalities, despite good vaccination coverage. This is due at least in part to the introduction of a less effective acellular vaccine in the 1990’s. It is crucial then to understand the molecular basis of B. pertussis growth and infection. The two-component system BvgA/BvgS is the B. pertussis master regulator that regulates the expression of various virulence genes. Previous genome wide studies to identify the bvgAS regulon in B. pertussis have been limited to microarray analyses. The goal of this study is to define the bvgAS regulon using NGS based RNA-seq analysis and RT-qPCR and to compare the differences with the previous microarray data. Method: To define the bvgAS regulon, transcriptomes were generated using B. pertussis Tohama I BP536 (WT) and a ΔbvgAS derivative in the presence and absence of phosphorylated BvgA. Bacteria were grown either under modulating (50 mM MgSO4) conditions, in which phosphorylated BvgA is undetectable (Bvg- mode), or non-modulating (no MgSO4) conditions in which BvgA is phosphorylated (Bvg+ mode). After total RNA extraction and rRNA removal, strand-specific DNA libraries were prepared for Illumina sequencing using the ScriptSeq 2.0 kit (Illumina) in duplicates. Libraries were sequenced using a HiSeq 2000 sequencer (Illumina; University of Buffalo Next Generation Sequencing Core Facility). Sequence reads were mapped to the reference genome (NC_002929.2) and normalized against total reads. Differential expression analyses were performed using CLC Biomedical Genomic Workbench version 3.5.4 with default parameters. Differential gene expression profiles were obtained after Empirical DGE statistical test with FDR p-value. RT–qPCR validation was performed using SYBR Green assays. Result: Using CLC Biomedical Genomic Workbench version 3.5.4, ~ 20-25 million reads per sample were mapped to the reference B. pertussis genome (NC_002929.2). RNA-seq analyses identified >550 genes (15% of genome) that were regulated in a bvgAS-dependent manner with a fold difference ≥ 1.6 and FDR p-value < 0.05. RT-qPCR was used for confirmatory analyses for 80 genes. Overall, we identified 245 genes that were positively regulated and 326 genes that were negatively regulated by bvgAS. 362 members of the bvgAS regulon were newly identified by our study. Most importantly, our analyses indicated that the expression of dozens of transcriptional regulators increases, while the expression of multiple metabolic genes decreases in the presence of BvgA~P. Conclusion: We report here the first RNA-seq analysis of the bvgAS regulon in B. pertussis, revealing that > 550 genes are regulated by bvgAS. Our results suggest that metabolic changes in the Bvg- mode (absence of BvgA phosphorylation) may be participating in bacterial survival, transmission, and/or persistence and identify over 200 new genes negatively regulated by bvgAS that can be tested for function.
2017-09-22 | GSE98155 | GEO
Project description:Comparative gene expression analysis of two wine yeast strains at three time points (days 2, 5 and 14) during fermentation of colombar must. In our study we conducted parallel fermentations with the VIN13 and BM45 wine yeast strains in two different media, namely MS300 (syntheticmust) and Colombar must. The intersection of transcriptome datasets from both MS300 (simulated wine must;GSE11651) and Colombar fermentations should help to delineate relevant and ânoisyâ changes in gene expression in response to experimental factors such as fermentation stage and strain identity. Experiment Overall Design: Two industrial wine yeast strains (BM45 and VIN13) grown micro-aerobically in Colombar must. Microarray analysis was performed at three time points during fermentation (days 2, 5 and 14), representing the exponential, early and late stationary growth phases respectively.
2009-05-14 | E-GEOD-13695 | biostudies-arrayexpress
Project description:Our study involves a transcriptomic approach to the analysis of industrial yeast metabolism. Historically, among the hundreds of yeast species, Saccharomyces cerevisiae has played an important role in scientific investigations and industrial applications, and it is universally acknowledged as one of the model systems for eukaryotic organisms. Yeast is also an important component of the wine fermentation process and determines various attributes of the final product. Our research takes a holistic approach to the improvement of industrial yeast strains by integrating large data sets from various yeast strains during fermentation. This means that analysis can be done in such a way as to co-evaluate several parameters simultaneously to identify points of interest and target genes for metabolic engineering. Eventually we hope to construct an accurate information matrix and a more complete cellular map for the fermenting yeast. This will enable accurate model-building for industrial yeast and facilitated the design of intelligent yeast improvement strategies which can be applied via traditional avenues of molecular biology. Experiment Overall Design: Five different Saccharomyces cerevisiae strains used in industrial winemaking processes were used in synthetic must (MS300) fermentations. All fermentations were carried out in triplicate, so each sample is represented by three completely independent biological repeats. Samples for microarray analysis were taken at three different time points during fermentation, representative of the exponential (day2), early stationary (day5) and late stationary (day14) growth stages.
2008-10-21 | E-GEOD-11651 | biostudies-arrayexpress
Project description:Industrial wine yeast strains possess specific abilities to ferment under stressing conditions and give a suitable aromatic outcome. Although the fermentations properties of Saccharomyces cervisiae wine yeasts are well documented little is known on the genetic basis underlying the fermentation traits. Besides, although strain differences in gene expression has been reported, their relationships with gene expression variations and fermentation phenotypic variations is unknown. To both identify the genetic basis of fermentation traits and get insight on their relationships with gene expression variations, we combined fermentation traits QTL mapping and expression profiling in a segregating population from a cross between a wine yeast derivative and a laboratory strain.
2011-01-19 | GSE26437 | GEO