Unknown,Transcriptomics,Genomics,Proteomics

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Host intelligence in response to bacteriophage c2 infection in Lactococcus lactis IL1403

ABSTRACT: Bacteriophage infection of Lactococcus lactis strains used in the manufacture of fermented milk products is a major threat for the dairy industry. A greater understanding of the global molecular response of the bacterial host following phage infection has the potential to identify new targets for the design of phage control measures for biotechnological processes. In this study, we have used whole-genome oligonucleotide microarrays to gain insights into the genomic intelligence driving the instinctive response of L. lactis subsp. lactis IL1403 to the onset of a challenge with the lytic prolate-headed phage c2. Following phage adsorption, the bacterium differentially regulated the expression of 61 genes belonging to 14 functional categories, and mostly to cell envelope (12 genes), regulatory functions (11 genes), and carbohydrate metabolism (7 genes). The nature of the differentially regulated genes suggests the orchestration of a complex response involving induction of cell envelope stress proteins, D-alanylation of cell-wall lipoteichoic acids (LTAs), restoration of the proton motive force (PMF), and energy conservation. Increased D-alanylation of LTAs would act as an adsorption blocking mechanism, which we speculate may allow the survival of a small percent of the cell population when facing more realistic in vivo low titer-phage attacks. The modification of LTAs decoration in response to phage c2 adsorption also suggests these cell wall structures as possible primary receptors for this phage. Restoration of a physiological PMF is achieved by regulating the expression of genes affecting the two main components of the PMF, and serves to reverse a drastic depolarization of the host membrane caused by phage adsorption. Down-regulation of energy-consuming metabolic activities and a switch to anaerobic respiration helps the bacterium to save energy in order to sustain the PMF and the overall response to phage. We finally propose that the overall transcriptional response of L. lactis IL1403 to the phage stimuli is orchestrated by the concerted action of Phage Shock Proteins and of the bivalent transcriptional regulator SpxB following activation by the two-component system CesSR. To our knowledge, this represents the first detailed description in L. lactis, and probably in Gram-positive bacteria, of the molecular mechanisms involved in the host response to the membrane perturbation mediated by phage adsorption. Two-condition experiment: IL1403 vs. Bacteriophage c2-infected IL1403 cells. Biological replicates: 2 controls, 2 infected, independently grown and harvested. Two technical replicates per array.

ORGANISM(S): Lactococcus lactis

SUBMITTER: Vincenzo Fallico

PROVIDER: E-GEOD-26042 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Bacteriophage infection of Lactococcus lactis strains used in the manufacture of fermented milk products is a major threat for the dairy industry. A greater understanding of the global molecular response of the bacterial host following phage infection has the potential to identify new targets for the design of phage control measures for biotechnological processes. In this study, we have used whole-genome oligonucleotide microarrays to gain insights into the genomic intelligence driving the instinctive response of L. lactis subsp. lactis IL1403 to the onset of a challenge with the lytic prolate-headed phage c2. Following phage adsorption, the bacterium differentially regulated the expression of 61 genes belonging to 14 functional categories, and mostly to cell envelope (12 genes), regulatory functions (11 genes), and carbohydrate metabolism (7 genes). The nature of the differentially regulated genes suggests the orchestration of a complex response involving induction of cell envelope stress proteins, D-alanylation of cell-wall lipoteichoic acids (LTAs), restoration of the proton motive force (PMF), and energy conservation. Increased D-alanylation of LTAs would act as an adsorption blocking mechanism, which we speculate may allow the survival of a small percent of the cell population when facing more realistic in vivo low titer-phage attacks. The modification of LTAs decoration in response to phage c2 adsorption also suggests these cell wall structures as possible primary receptors for this phage. Restoration of a physiological PMF is achieved by regulating the expression of genes affecting the two main components of the PMF, and serves to reverse a drastic depolarization of the host membrane caused by phage adsorption. Down-regulation of energy-consuming metabolic activities and a switch to anaerobic respiration helps the bacterium to save energy in order to sustain the PMF and the overall response to phage. We finally propose that the overall transcriptional response of L. lactis IL1403 to the phage stimuli is orchestrated by the concerted action of Phage Shock Proteins and of the bivalent transcriptional regulator SpxB following activation by the two-component system CesSR. To our knowledge, this represents the first detailed description in L. lactis, and probably in Gram-positive bacteria, of the molecular mechanisms involved in the host response to the membrane perturbation mediated by phage adsorption.

Project description:The development of transcriptomic tools has allowed exhaustive description of stress responses. These responses always superimpose a general response associated to growth rate decrease and a specific one corresponding to the stress. The exclusive growth rate response can be achieved through chemostat cultivation, enabling all parameters to remain constant except the growth rate. We analysed metabolic and transcriptomic responses of Lactococcus lactis in continuous cultures at different growth rates ranging from 0.09 to 0.47 h-1. Growth rate was conditioned by isoleucine supply. Although the metabolism was constant and homolactic, a widespread transcriptomic response involving 30 % of the genome was observed. The expression of genes encoding physiological functions associated with biogenesis increased with growth rate (transcription, translation, fatty acid and phospholipids metabolism). Many phages, prophages and transposons related genes were down regulated by growth rate suggesting genome plasticity to be involved in the adaptation to slow growth. The growth rate response was compared to carbon and amino-acid starvation transcriptomic responses, revealing constant and significant involvement of growth rate regulations in these two stressful conditions (overlap 26%). Although stringent response mechanism is considered as the one governing growth deceleration in bacteria, the rigorous comparison of the two transcriptomic responses clearly indicated the mechanisms are distinct. Moreover it was established that genes positively regulated by growth rate are preferentially located in the vicinity of replication origin while those negatively regulated are mainly encountered at the opposite. This result demonstrates the often neglected relationship between genes expression and their location on chromosome. Keywords: growth rate impact, continuous cultures Continuous cultivation of Lactococcus lactis IL1403 were carried out on a chemically defined medium and under controlled conditions (30 Â°C, pH 6.6, nitrogen atmosphere). Cell samples were harvested at steady state. Total RNA was extracted from these samples and radiolabelled cDNA were prepared and hybridized on nylon arrays. 1948 amplicons specific of Lactococcus lactis IL1403 genes were spotted twice on the array. Samples corresponding to various growth rates were analyzed simultaneously and 3 independent repetitions were performed.

Project description:Background Array-based comparative genome hybridization (aCGH) is commonly used to determine the genomic content of bacterial strains. In aCGH data, systematic errors are comparable to those occurring in transcriptome data. However, especially for microbes, an additional source of variation exists: differences in hybridization due to gene sequence divergence between the strains hybridized. Current normalization methods do not take this source of variation into consideration. Results We present Supervised Lowess, or S-Lowess, an application of the subset Lowess normalization method that does take difference in genomic content into account. The performance of S-Lowess was assessed on aCGH experiments in which differentially labeled genomic DNA fragments of Lactococcus lactis IL1403 and L. lactis MG1363 strains were hybridized to IL1403 microarrays. Since both genome sequences are known (they have only on average 85 % sequence identity), the success rate in detecting deletions in the MG1363 genome of different aCGH normalization methods can be compared. S-Lowess detects 97% of the deletions, whereas other aCGH normalization methods detect up to only 60% of the deletions. Conclusions S-Lowess removes systematic errors from dual-dye aCGH data in two steps: (i) determination of likely homologous genes (LHG); and (ii) estimation of correction factors for systematic errors from spots of LHG and subset Lowess normalization of the remaining spots using these correction factors. It is implemented in a user-friendly web-tool accessible from http://bioinformatics.biol.rug.nl/websoftware/s-lowess. We demonstrate that it outperforms existing normalization methods and maximizes the number of detectable genomic deletions or duplications from microbial aCGH data. Keywords: comparative genome hybridisation In this study, 4 aCGH comparisons (slides) between L. lactis MG1363 and L. lactis IL1403 were performed (including dye swap with biological replicates; see also supplementary materials). The resulting aCGH slide signals were normalized using the different 'likely homologous gene' (LHG) sets (see above) yielding ratios of signals of labelled DNA of MG1363 over those of IL1403. A maximum of 8 ratios per amplicon (gene) were obtained for the 4 hybridized slides (each with 2 replicate spots per amplicon). Only genes with at least 5 measurements were used in this study. The normalization methods evaluated in this study are: a) no normalization, b) total signal normalization, c) grid-based Lowess (implemented in PreP; f = 0.7) [GarcM-CM--a de la Nava, J et al. 2003. Bioinformatics 19:2328-2329], and d) S-Lowess using different subsets of conserved lactococcal genes (for details see above). Results with the MANOR R package (spatial normalization; standard parameters) [Neuvial P, et al. 2006. BMC Bioinformatics 7:264; Liva S, et al. 2006. Nucleic Acids Res 34:W477-W481] are shown in our supplementary materials.

Project description:Background Lactococcus lactis is recognised as a safe (GRAS) microorganism and has hence gained interest in numerous biotechnological approaches. As it is fastidious for several amino acids, optimization of processes which involve this organism requires a thorough understanding of its metabolic regulations during multisubstrate growth. Results Using glucose limited continuous cultivations, specific growth rate dependent metabolism of L. Lactis including utilization of amino acids was studied based on extracellular metabolome, global transcriptome and proteome analysis. A new growth medium was designed with reduced amino acid concentrations to increase precision of measurements of consumption of amino acids. Consumption patterns were calculated for all 20 amino acids and measured carbon balance showed good fit of the data at all growth rates studied. It was observed that metabolism of L. lactis became more efficient with rising specific growth rate in the range 0.10 – 0.60 h-1, indicated by 30% increase in biomass yield based on glucose consumption, 50% increase in efficiency of nitrogen use for biomass synthesis, and 40% reduction in energy spilling. The latter was realized by decrease in the overall product formation and higher efficiency of incorporation of amino acids into biomass. L. lactis global transcriptome and proteome profiles showed good correlation supporting the general idea of transcription level control of bacterial metabolism, but the data indicated that substrate transport systems together with lower part of glycolysis in L. lactis were presumably under allosteric control. Conclusions The current study demonstrates advantages of the usage of strictly controlled continuous cultivation methods combined with multi-omics approach for quantitative understanding of amino acid and energy metabolism of Lactococcus lactis which is a valuable new knowledge for development of balanced growth media, gene manipulations for desired product formation etc. Moreover, collected dataset is an excellent input for developing metabolic models. For microarray analysis, steady state chemostat culture of L. lactis IL1403 was used as reference (? = 0.10 1/h). Subsequent quasi steady state points from A-stat experiment at specific growth rates 0.52 ± 0.03; 0.42 ± 0.02; 0.29 ± 0.01 1/h in biological duplicates and 0.17 1/h were compared to the reference sample.

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Host intelligence in response to bacteriophage c2 infection in Lactococcus lactis IL1403

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