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1.
Nat Commun ; 7: 11055, 2016 Mar 30.
Article in English | MEDLINE | ID: mdl-27025941

ABSTRACT

DNA in bacterial cells primarily exists in a negatively supercoiled state. The extent of supercoiling differs between regions of the chromosome, changes in response to external conditions and regulates gene expression. Here we report the use of trimethylpsoralen intercalation to map the extent of supercoiling across the Escherichia coli chromosome during exponential and stationary growth phases. We find that stationary phase E. coli cells display a gradient of negative supercoiling, with the terminus being more negatively supercoiled than the origin of replication, and that such a gradient is absent in exponentially growing cells. This stationary phase pattern is correlated with the binding of the nucleoid-associated protein HU, and we show that it is lost in an HU deletion strain. We suggest that HU establishes higher supercoiling near the terminus of the chromosome during stationary phase, whereas during exponential growth DNA gyrase and/or transcription equalizes supercoiling across the chromosome.


Subject(s)
Chromosomes, Bacterial/genetics , DNA, Superhelical/genetics , Genome, Bacterial , Bacterial Proteins/metabolism , DNA Gyrase/metabolism , Escherichia coli/drug effects , Escherichia coli/genetics , Ficusin/pharmacology , Hydroxyurea/pharmacology , Protein Binding/drug effects , Transcription, Genetic/drug effects
2.
Front Microbiol ; 6: 528, 2015.
Article in English | MEDLINE | ID: mdl-26082758

ABSTRACT

Restriction modification (RM) systems provide protection against a broad spectrum of phages. However, the likelihood of a phage permanently bypassing this can be as high as 0.1 per infection (Korona et al., 1993) which makes for a relatively weak defense. Here we argue that, apart from providing such transient defenses, RM systems can facilitate long-term coexistence of many bacterial strains. We show that this diversity can be as large as the burst size of the phage but no larger-a curious correspondence between a number at the level of species and another number at the level of individuals. Such a highly diverse and stably coexisting ecosystem is robust to substantial variation in both bacterial growth rates and strength of their RM systems, which might be one reason why quite weak RM systems exist in the wild.

3.
Nat Commun ; 3: 886, 2012 Jun 06.
Article in English | MEDLINE | ID: mdl-22673913

ABSTRACT

DNA cytosine methylation regulates gene expression in mammals. In bacteria, its role in gene expression and genome architecture is less understood. Here we perform high-throughput sequencing of bisulfite-treated genomic DNA from Escherichia coli K12 to describe, for the first time, the extent of cytosine methylation of bacterial DNA at single-base resolution. Whereas most target sites (C(m)CWGG) are fully methylated in stationary phase cells, many sites with an extended CC(m)CWGG motif are only partially methylated in exponentially growing cells. We speculate that these partially methylated sites may be selected, as these are slightly correlated with the risk of spontaneous, non-synonymous conversion of methylated cytosines to thymines. Microarray analysis in a cytosine methylation-deficient mutant of E. coli shows increased expression of the stress response sigma factor RpoS and many of its targets in stationary phase. Thus, DNA cytosine methylation is a regulator of stationary phase gene expression in E. coli.


Subject(s)
Cytosine/metabolism , Escherichia coli/genetics , DNA Methylation/physiology , Gene Expression Regulation, Bacterial/genetics , Transcription, Genetic/genetics
4.
Nature ; 485(7396): 95-8, 2012 May 03.
Article in English | MEDLINE | ID: mdl-22522932

ABSTRACT

A central tenet in evolutionary theory is that mutations occur randomly with respect to their value to an organism; selection then governs whether they are fixed in a population. This principle has been challenged by long-standing theoretical models predicting that selection could modulate the rate of mutation itself. However, our understanding of how the mutation rate varies between different sites within a genome has been hindered by technical difficulties in measuring it. Here we present a study that overcomes previous limitations by combining phylogenetic and population genetic techniques. Upon comparing 34 Escherichia coli genomes, we observe that the neutral mutation rate varies by more than an order of magnitude across 2,659 genes, with mutational hot and cold spots spanning several kilobases. Importantly, the variation is not random: we detect a lower rate in highly expressed genes and in those undergoing stronger purifying selection. Our observations suggest that the mutation rate has been evolutionarily optimized to reduce the risk of deleterious mutations. Current knowledge of factors influencing the mutation rate­including transcription-coupled repair and context-dependent mutagenesis­do not explain these observations, indicating that additional mechanisms must be involved. The findings have important implications for our understanding of evolution and the control of mutations.


Subject(s)
Biological Evolution , Models, Genetic , Mutagenesis/genetics , Escherichia coli/genetics , Genome, Bacterial/genetics , Phylogeny , Risk , Selection, Genetic/genetics
5.
Nucleic Acids Res ; 40(8): 3524-37, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22180530

ABSTRACT

IHF and HU are two heterodimeric nucleoid-associated proteins (NAP) that belong to the same protein family but interact differently with the DNA. IHF is a sequence-specific DNA-binding protein that bends the DNA by over 160°. HU is the most conserved NAP, which binds non-specifically to duplex DNA with a particular preference for targeting nicked and bent DNA. Despite their importance, the in vivo interactions of the two proteins to the DNA remain to be described at a high resolution and on a genome-wide scale. Further, the effects of these proteins on gene expression on a global scale remain contentious. Finally, the contrast between the functions of the homo- and heterodimeric forms of proteins deserves the attention of further study. Here we present a genome-scale study of HU- and IHF binding to the Escherichia coli K12 chromosome using ChIP-seq. We also perform microarray analysis of gene expression in single- and double-deletion mutants of each protein to identify their regulons. The sequence-specific binding profile of IHF encompasses ∼30% of all operons, though the expression of <10% of these is affected by its deletion suggesting combinatorial control or a molecular backup. The binding profile for HU is reflective of relatively non-specific binding to the chromosome, however, with a preference for A/T-rich DNA. The HU regulon comprises highly conserved genes including those that are essential and possibly supercoiling sensitive. Finally, by performing ChIP-seq experiments, where possible, of each subunit of IHF and HU in the absence of the other subunit, we define genome-wide maps of DNA binding of the proteins in their hetero- and homodimeric forms.


Subject(s)
DNA-Binding Proteins/metabolism , Escherichia coli K12/genetics , Escherichia coli Proteins/metabolism , Gene Expression Regulation, Bacterial , Integration Host Factors/metabolism , Transcription Factors/metabolism , Chromosomes, Bacterial/metabolism , DNA, Bacterial/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/physiology , Escherichia coli K12/metabolism , Escherichia coli Proteins/genetics , Escherichia coli Proteins/physiology , Gene Deletion , Genome, Bacterial , Integration Host Factors/genetics , Integration Host Factors/physiology , Protein Multimerization , Protein Subunits/genetics , Protein Subunits/metabolism , Protein Subunits/physiology , Transcription Factors/genetics , Transcription Factors/physiology
6.
Nucleic Acids Res ; 39(6): 2073-91, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21097887

ABSTRACT

Nucleoid-associated proteins (NAPs) are global regulators of gene expression in Escherichia coli, which affect DNA conformation by bending, wrapping and bridging the DNA. Two of these--H-NS and Fis--bind to specific DNA sequences and structures. Because of their importance to global gene expression, the binding of these NAPs to the DNA was previously investigated on a genome-wide scale using ChIP-chip. However, variation in their binding profiles across the growth phase and the genome-scale nature of their impact on gene expression remain poorly understood. Here, we present a genome-scale investigation of H-NS and Fis binding to the E. coli chromosome using chromatin immunoprecipitation combined with high-throughput sequencing (ChIP-seq). By performing our experiments under multiple time-points during growth in rich media, we show that the binding regions of the two proteins are mutually exclusive under our experimental conditions. H-NS binds to significantly longer tracts of DNA than Fis, consistent with the linear spread of H-NS binding from high- to surrounding lower-affinity sites; the length of binding regions is associated with the degree of transcriptional repression imposed by H-NS. For Fis, a majority of binding events do not lead to differential expression of the proximal gene; however, it has a significant indirect effect on gene expression partly through its effects on the expression of other transcription factors. We propose that direct transcriptional regulation by Fis is associated with the interaction of tandem arrays of Fis molecules to the DNA and possible DNA bending, particularly at operon-upstream regions. Our study serves as a proof-of-principle for the use of ChIP-seq for global DNA-binding proteins in bacteria, which should become significantly more economical and feasible with the development of multiplexing techniques.


Subject(s)
Escherichia coli Proteins/metabolism , Escherichia coli/genetics , Factor For Inversion Stimulation Protein/metabolism , Fimbriae Proteins/metabolism , Gene Expression Regulation, Bacterial , Binding Sites , Chromosomes, Bacterial/metabolism , DNA, Bacterial/chemistry , DNA, Bacterial/metabolism , Escherichia coli/growth & development , Escherichia coli/metabolism , Escherichia coli Proteins/genetics , Factor For Inversion Stimulation Protein/genetics , Fimbriae Proteins/genetics , Gene Deletion , Transcription, Genetic
7.
Nucleic Acids Res ; 38(18): 5970-81, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20483912

ABSTRACT

Cyclic-di-GMP is a bacterial second messenger that controls the switch between motile and sessile states. It is synthesized by proteins containing the enzymatic GGDEF domain and degraded by the EAL domain. Many bacterial genomes encode several copies of proteins containing these domains, raising questions on how the activities of parallel c-di-GMP signalling systems are segregated to avoid potentially deleterious cross-talk. Moreover, many 'hybrid' proteins contain both GGDEF and EAL domains; the relationship between the two apparently opposing enzymatic activities has been termed a 'biochemical conundrum'. Here, we present a computational analysis of 11 248 GGDEF- and EAL-containing proteins in 867 prokaryotic genomes to address these two outstanding questions. Over half of these proteins contain a signal for cell-surface localization, and a majority accommodate a signal-sensing partner domain; these indicate widespread prevalence of post-translational regulation that may segregate the activities of proteins that are co-expressed. By examining the conservation of amino acid residues in the GGDEF and EAL catalytic sites, we show that there are predominantly two types of hybrid proteins. In the first, both sites are intact; an additional regulatory partner domain, present in most of these proteins, might determine the balance between the two enzymatic activities. In the second type, only the EAL catalytic site is intact; these--unlike EAL-only proteins--generally contain a signal-sensing partner domain, suggesting distinct modes of regulation for EAL activity under different sequence contexts. Finally, we discuss the role of proteins that have lost GGDEF and EAL catalytic sites as potential c-di-GMP-binding effectors. Our findings will serve as a genomic framework for interpreting ongoing molecular investigations of these proteins.


Subject(s)
Bacteria/enzymology , Bacterial Proteins/metabolism , Cyclic GMP/analogs & derivatives , Phosphoric Diester Hydrolases/metabolism , Phosphorus-Oxygen Lyases/metabolism , Second Messenger Systems , Archaeal Proteins/chemistry , Archaeal Proteins/genetics , Archaeal Proteins/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Biocatalysis , Catalytic Domain , Cyclic GMP/metabolism , Escherichia coli Proteins , Gene Expression Regulation, Bacterial , Genome, Archaeal , Genome, Bacterial , Genomics , Membrane Proteins/chemistry , Membrane Proteins/genetics , Membrane Proteins/metabolism , Phosphoric Diester Hydrolases/chemistry , Phosphoric Diester Hydrolases/genetics , Phosphorus-Oxygen Lyases/chemistry , Phosphorus-Oxygen Lyases/genetics , Protein Processing, Post-Translational , Protein Structure, Tertiary
8.
Genome Res ; 19(1): 79-91, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18836036

ABSTRACT

Organisms must adapt to make optimal use of the metabolic system in response to environmental changes. In the long-term, this involves evolution of the genomic repertoire of enzymes; in the short-term, transcriptional control ensures that appropriate enzymes are expressed in response to transitory extracellular conditions. Unicellular organisms are particularly susceptible to environmental changes; however, genome-scale impact of these modulatory effects has not been explored so far in bacteria. Here, we integrate genome-scale data to investigate the evolutionary trends and transcriptional control of metabolism in Escherichia coli K12. Globally, the regulatory system is organized in a clear hierarchy of general and specific transcription factors (TFs) that control differing ranges of metabolic functions. Further, catabolic, anabolic, and central metabolic pathways are targeted by distinct combinations of these TFs. Locally, enzymes catalyzing sequential reactions in a metabolic pathway are co-regulated by the same TFs. Regulation is more complex at junctions: General TFs control the overall activity of all connecting reactions, whereas specific TFs control individual enzymes. Divergent junctions play a special role in delineating metabolic pathways and decouple the regulation of incoming and outgoing reactions. We find little evidence for differential usage of isozymes, which are generally co-expressed in similar conditions, and thus are likely to reinforce the metabolic system through redundancy. Finally, we show that enzymes controlled by the same TFs have a strong tendency to co-evolve, suggesting a significant constraint to maintain similar regulatory regimes during evolution. Catabolic, anabolic, and central energy pathways evolve differently, emphasizing the role of the environment in shaping the metabolic system. Many of the observations also occur in yeast, and our findings may apply across large evolutionary distances.


Subject(s)
Escherichia coli K12/genetics , Escherichia coli K12/metabolism , Energy Metabolism/genetics , Enzymes/genetics , Enzymes/metabolism , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Evolution, Molecular , Genome, Bacterial , Metabolic Networks and Pathways/genetics , Models, Biological , Models, Genetic , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription, Genetic
9.
Curr Opin Microbiol ; 9(5): 511-9, 2006 Oct.
Article in English | MEDLINE | ID: mdl-16942903

ABSTRACT

Transcriptional regulatory systems play a central role in coordinating bacterial responses to diverse stimuli. These systems can be studied in progressive stages: from input signals to the final output. At the input stage, transcription factors (TFs) can be classified by their activation from endogenous or exogenous stimuli; in Escherichia coli, up to three-quarters of regulators are estimated to respond directly to extracellular signals through phosphorylation and small-molecule binding. At the processing stage, the signals feed into a densely connected network. The endogenous regulators form most of the connections between TFs and, by dynamically rewiring interactions, they coordinate and distribute the appropriate responses for distinct cellular conditions. At the output stage, network motifs (which are specific patterns of interconnections within a small group of TFs and target genes) determine the precise temporal programme of gene expression changes. Eventually, these components of the regulatory system could be assembled to describe complex bacterial behaviour at the level of whole organisms.


Subject(s)
Bacteria/genetics , Bacterial Physiological Phenomena , Gene Expression Regulation, Bacterial , Signal Transduction , Bacteria/metabolism , Bacterial Proteins/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli/physiology , Phosphorylation , Protein Binding , Transcription Factors/physiology , Transcription, Genetic
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