Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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RNAseq reveals different transcriptional profils of Klebsiella pneumoniae planktonic, sessile and biofilm-dispersed cells

ABSTRACT: Purpose: The goal of this study was to use RNA-seq to define the Klebsiella pneumoniae transcriptome recorded under 5 different experimental conditions, and to identify signature genes of each condition by comparing global transcriptional profiles. Methods: mRNA profiles were generated for Klebsiella pneumoniae CH1034 clinical isolate, in triplicate, by deep sequencing. Total RNAs were harvested from bacteria cultured at 37Â°C in M63B1 minimal media under different conditions: (i) planktonic aerobic condition at OD 620nm=0.250 (exponential growth-phase), (ii) overnight planktonic aerobic condition (stationnary growth-phase), (iii) biofilm in a flow-cell chamber after 7 hours of incubation (7-hours old biofilm), (iv) biofilm in a flow-cell chamber after 13 hours of incubation (13-hours old biofilm), (v) bacteria self-dispersed from biofilm recovered in the flow-cell effluent (biofilm-dispersed bacteria). Ribosomal RNAs were removed using the Bacteria Ribo-Zero Magnetic kit (Epicentre Biotechnologies). Libraries were prepared using the TruSeq Stranded mRNA Sample Preparation kit (Illumina), and 50bp single-reads were obtained by HiSeq 2000 (Illumina).The sequence reads that passed FastQC quality filters were mapped to the CH1034 genome using BurrowsâWheeler Aligner (BWA) (0.7.12-r1039 version). The transcript levels were determined using HTSeq-count (0.6.1p1 version) with union mode followed by DESeq (1.16.0 version) analysis. qRTâPCR validation was performed using SYBR Green assays. Results: We found that each condition has a specific transcriptional profile, and we identify 4 robust signature genes for each. Conclusion: Our study represents the first detailed analysis of K. pneumoniae transcriptomes under different experimental conditions generated by RNA-seq technology. The data reported here should permit the dissection of complex biologic functions involved in the transition between the sessile and planktonic modes of growth. Determination of the transcriptional profiling of Klebsiella pneumoniae under 5 different experimental conditions. mRNA profiles were generated for bacteria under exponential planktonic growth-phase, stationary planktonic growth-phase, 7 hours-old biofilm, 13 hours-old biofilm and biofilm-dispersed modes, each in three biological replicates, by deep sequencing using Illumina HiSeq

ORGANISM(S): Klebsiella pneumoniae

SUBMITTER: Damien BALESTRINO

PROVIDER: E-GEOD-71754 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Otitis media, pneumonia, sinusitis and as well as severe diseases such as meningitis and bacteraemia are related to biofilm-like diseases, in which Streptococcus pneumoniae demonstrated differential and tissue specific gene expressions. In this study, we reported the differential gene expression profile of early in vitro biofilm and planktonic cell in c-DNA microarray analysis. The microarray analysis was performed on total RNA extracted from biofilms grown in 24-well microtiter plate and mid-log grown planktonic cells. To validate the results of microarray, real-time RT-PCR was performed on 13 differentially expressed genes and one constitutively expressed gene from six different functional groups. cDNA-microarray analyses indicated 89 genes that were significantly differentially expressed in biofilm and planktonic cells. Among total differentially expressed gene, almost 50% were hypothetical genes. Of the 46 protein coding genes, 34 showed up-regulation and 16 showed down-regulation in biofilm. The functional annotation showed that many functional categories were differentially regulated in biofilm and planktonic cells, such as genes involve in purine, pyrimidine nucleotide metabolism, RNA/DNA metabolism, amino acid transport and metabolism, translation, transporter protein, carbohydrate transport and metabolism, cell wall biosynthesis, isoprenoid biosynthesis, transcription regulator and cellular process. Streptococcus pneumoniae R6 strain used in this is an unencapsulated and avirulent strain derived from encapsulated serotype 2 pathogenic strain D39. In vitro biofilm formation was carried out in 24-well, flat-bottom, polystyrene microtiter plate (BD falcon, MD, USA) in static model. S. pneumoniae grown up to mid-logarithmic phase in TSB medium was diluted 1:100 with fresh sterile TSB medium supplied with 1% glucose, inoculated 1.5 mL in 24-well microtiter plate and, incubated for 15 hours at 37M-BM-0C in 5% CO2. After incubation medium was discarded, and the plates were gently washed three times with 1.5 mL sterile, cold phosphate buffer saline (PBS). Adherent cell were scraped and immediately processed for RNA extraction. For planktonic cells RNA extraction, five ml of mid-logarithmic phase cell suspension was pelleted by centrifugation and wash three times with sterile PBS and immediately processed for RNA extraction. All experiments were performed in triplicate (3 independent biological replicates)

Project description:Background: Biofilm formation by Salmonella species enhances the capacity of these pathogenic bacteria to survive stresses that are commonly encountered within food processing and during host infection. The persistence of Salmonella within the food chain has become a major health concern, as biofilms can serve as a reservoir to contaminate food products. While the molecular mechanisms required for the survival of bacteria on surfaces are not fully understood, transcriptional studies of other bacteria have demonstrated that biofilm growth triggers the expression of specific sets of genes, compared with planktonic cells. Until now, most transcriptomic studies of Salmonella have focused on the effect of infection-relevant stressors on virulence and on comparing mutant and wild-type (WT). However little is known about the physiological responses taking place inside a Salmonella biofilm. Results: We have determined the transcriptomic and proteomic profiles of biofilms of Salmonella enterica serovar Typhimurium. We discovered that 124 of detectable proteins were differentially expressed in the biofilm compared with planktonic cells, and that 10% (433 genes) of S. Typhimurium genes showed a biofilm-specific pattern of transcription (i.e. a 2-fold or more change in the biofilm compared with planktonic cells). The genes that were significantly up-regulated implicated specific cellular processes in biofilm development including amino acid metabolism, cell motility, global regulation and tolerance to stress. We found that the most highly down-regulated genes in the biofilm were located on Salmonella Pathogenicity Island 2 (SPI2), but that a functional SPI2 secretion system regulator (ssrA) was required for WT biofilm formation. We identified STM0341 as a gene of unknown function that was needed for WT biofilm growth. Genes involved in tryptophan (trp) biosynthesis and transport were up-regulated in the biofilm. Deletion of trpE led to a decrease in bacterial attachment and we show that this biofilm defect is restored by exogenous tryptophan or indole. Conclusion: Biofilm growth of S. Typhimurium causes distinct changes in gene and protein expression. Our results show that aromatic amino acids make an important contribution to biofilm formation, and reveal that SPI2 genes, required for virulence in host cells, show opposing patterns of expression to biofilm-specific genes in S. Typhimurium. Overnight cultures of SL1344 grown in CFA broth were standardized to achieve an initial concentration of 10^6 CFU ml-1 and injected into a stirring influent flask containing 5 L of pre-warmed (25C) sterile CFA medium. The inoculated influent was then pumped through silicon tubing (5 mm internal diameter, Samco Silicon Products Ltd.) at 60 ml h-1 using a peristaltic pump (Minipulse 3, Gilson). The bacteria were allowed to flow through the closed system and either attach to a vertical piece of silicon tubing (1 meter length, 16 mm internal diameter, Samco Silicon Products Ltd.) or flow out into a waste reservoir. The tubing was positioned vertically to collect biofilm cells adherent to the tubing and minimise collecting bacteria that had simply sedimented. Possible backflow of media or bacteria into the influent from the silicon tubing was eliminated using media breaks. Samples taken to determine the pH of the medium or bacterial cell counts were removed via a media port located near the effluent and influent vessel, respectively. Planktonic cells were removed after 72 h of growth from the influent vessel to avoid any contamination with biofilm cells. The entire system was kept at a constant temperature of 25C and biofilm cells were isolated after 72 h of growth. All planktonic and biofilm samples were isolated from the same experimental system and used for both RNA and protein isolation. For this study, four biological replicates were performed at four different dates (Jun25, Jul5, Jul16, Oct11; as indicated in the sample title). For the dual-colour microarray hybridisations, we used Salmonella genomic DNA as the comparator which also acted as the control for spot quality. Individual labelled cDNA samples (RNA) were hybridised up to 4 times (technical replicates).

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RNAseq reveals different transcriptional profils of Klebsiella pneumoniae planktonic, sessile and biofilm-dispersed cells

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