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1.
J Bacteriol ; 203(10)2021 04 21.
Article in English | MEDLINE | ID: mdl-33685971

ABSTRACT

Polyamines are essential for biofilm formation in Escherichia coli, but it is still unclear which polyamines are primarily responsible for this phenomenon. To address this issue, we constructed a series of E. coli K-12 strains with mutations in genes required for the synthesis and metabolism of polyamines. Disruption of the spermidine synthase gene (speE) caused a severe defect in biofilm formation. This defect was rescued by the addition of spermidine to the medium but not by putrescine or cadaverine. A multidrug/spermidine efflux pump membrane subunit (MdtJ)-deficient strain was anticipated to accumulate more spermidine and result in enhanced biofilm formation compared to the MdtJ+ strain. However, the mdtJ mutation did not affect intracellular spermidine or biofilm concentrations. E. coli has the spermidine acetyltransferase (SpeG) and glutathionylspermidine synthetase/amidase (Gss) to metabolize intracellular spermidine. Under biofilm-forming conditions, not Gss but SpeG plays a major role in decreasing the too-high intracellular spermidine concentrations. Additionally, PotFGHI can function as a compensatory importer of spermidine when PotABCD is absent under biofilm-forming conditions. Last, we report here that, in addition to intracellular spermidine, the periplasmic binding protein (PotD) of the spermidine preferential ABC transporter is essential for stimulating biofilm formation.IMPORTANCE Previous reports have speculated on the effect of polyamines on bacterial biofilm formation. However, the regulation of biofilm formation by polyamines in Escherichia coli has not yet been assessed. The identification of polyamines that stimulate biofilm formation is important for developing novel therapies for biofilm-forming pathogens. This study sheds light on biofilm regulation in E. coli Our findings provide conclusive evidence that only spermidine can stimulate biofilm formation in E. coli cells, not putrescine or cadaverine. Last, ΔpotD inhibits biofilm formation even though the spermidine is synthesized inside the cells from putrescine. Since PotD is significant for biofilm formation and there is no ortholog of the PotABCD transporter in humans, PotD could be a target for the development of biofilm inhibitors.


Subject(s)
Biofilms/growth & development , Escherichia coli K12/physiology , Escherichia coli Proteins/metabolism , Membrane Transport Proteins/metabolism , Periplasmic Binding Proteins/metabolism , Spermidine/metabolism , ATP-Binding Cassette Transporters/genetics , ATP-Binding Cassette Transporters/metabolism , Acetyltransferases/metabolism , Amide Synthases/metabolism , Cadaverine/pharmacology , Culture Media , Escherichia coli K12/drug effects , Escherichia coli K12/genetics , Escherichia coli Proteins/genetics , Gene Deletion , Membrane Transport Proteins/genetics , Mutation , Operon , Periplasmic Binding Proteins/genetics , Putrescine/pharmacology , Spermidine/pharmacology , Spermidine Synthase/genetics , Spermidine Synthase/metabolism
2.
Rapid Commun Mass Spectrom ; 35(1): e8941, 2021 Jan 15.
Article in English | MEDLINE | ID: mdl-32885498

ABSTRACT

RATIONALE: Tracing isotopically labeled water into proteins allows for the detection of species-specific metabolic activity in complex communities. However, a stress response may alter the newly synthesized proteins. METHODS: We traced 18-oxygen from heavy water into proteins of Escherichia coli K12 grown from permissive to retardant temperatures. All samples were analyzed using UPLC/Orbitrap Q-Exactive-MS/MS operating in positive electrospray ionization mode. RESULTS: We found that warmer temperatures resulted in significantly (P-value < 0.05) higher incorporation of 18-oxygen as seen by both substrate utilization as relative isotope abundance (RIA) and growth as labeling ratio (LR). However, the absolute number of peptides with incorporation of 18-oxygen showed no significant correlation to temperature, potentially caused by the synthesis of different proteins at low temperatures, namely, proteins related to cold stress response. CONCLUSIONS: Our results unveil the species-specific cold stress response of E. coli K12 that could be misinterpreted as general growth; this is why the quantity as RIA and LR but also the quality as absolute number of peptides with incorporation (relative abundance, RA) and their function must be considered to fully understand the activity of microbial communities.


Subject(s)
Cold-Shock Response/physiology , Escherichia coli K12 , Escherichia coli Proteins , Isotope Labeling/methods , Oxygen Isotopes , Chromatography, High Pressure Liquid/methods , Cold Temperature , Escherichia coli K12/chemistry , Escherichia coli K12/metabolism , Escherichia coli K12/physiology , Escherichia coli Proteins/analysis , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Oxygen Isotopes/analysis , Oxygen Isotopes/metabolism , Tandem Mass Spectrometry/methods
3.
Infect Immun ; 89(1)2020 12 15.
Article in English | MEDLINE | ID: mdl-33046511

ABSTRACT

Programmed cell death ligand-1 (PD-L1) is an immune checkpoint protein which is used by tumor cells for immune evasion. PD-L1 is upregulated in inflamed intestinal tissues. The intestinal tract is colonized by millions of bacteria, most of which are commensal bacterial species. We hypothesized that under inflammatory conditions, some commensal bacterial species contribute to increased PD-L1 expression in intestinal epithelium and examined this hypothesis. Human intestinal epithelial HT-29 cells with and without interferon (IFN)-γ sensitization were incubated with six strains of four enteric bacterial species. The mRNA and protein levels of PD-L1 in HT-29 cells were examined using quantitative real-time PCR and flow cytometry, respectively. The levels of interleukin (IL)-1ß, IL-18, IL-6, IL-8, and tumor necrosis factor (TNF)-α secreted by HT-29 cells were measured using enzyme-linked immunosorbent assay. Apoptosis of HT-29 cells was measured using a caspase 3/7 assay. We found that Escherichia coli K12 significantly upregulated both PD-L1 mRNA and protein in IFN-γ-sensitized HT-29 cells. E. coli K12 induced the production of IL-8 in HT-29 cells, however, IL-8 did not affect HT-29 PD-L1 expression. Inhibition of the nuclear factor-kappa B pathway significantly reduced E. coli K12-induced PD-L1 expression in HT-29 cells. The other two E. coli strains and two enteric bacterial species did not significantly affect PD-L1 expression in HT-29 cells. Enterococcus faecalis significantly inhibited PD-L1 expression due to induction of cell death. Data from this study suggest that some gut bacterial species have the potential to affect immune function under inflammatory conditions via upregulating epithelial PD-L1 expression.


Subject(s)
B7-H1 Antigen/genetics , Escherichia coli K12/physiology , Gene Expression Regulation , Interferon-gamma/metabolism , Intestinal Mucosa/metabolism , Intestinal Mucosa/microbiology , NF-kappa B/metabolism , Signal Transduction , B7-H1 Antigen/metabolism , Biomarkers , Cell Line , Cytokines/metabolism , Escherichia coli Infections/genetics , Escherichia coli Infections/immunology , Escherichia coli Infections/metabolism , Escherichia coli Infections/microbiology , Host-Pathogen Interactions/genetics , Host-Pathogen Interactions/immunology , Humans
4.
Sci Rep ; 10(1): 15887, 2020 09 28.
Article in English | MEDLINE | ID: mdl-32985511

ABSTRACT

Most motile bacteria are propelled by rigid, helical, flagellar filaments and display distinct swimming patterns to explore their favorable environments. Escherichia coli cells have a reversible rotary motor at the base of each filament. They exhibit a run-tumble swimming pattern, driven by switching of the rotational direction, which causes polymorphic flagellar transformation. Here we report a novel swimming mode in E. coli ATCC10798, which is one of the original K-12 clones. High-speed tracking of single ATCC10798 cells showed forward and backward swimming with an average turning angle of 150°. The flagellar helicity remained right-handed with a 1.3 µm pitch and 0.14 µm helix radius, which is consistent with the feature of a curly type, regardless of motor switching; the flagella of ATCC10798 did not show polymorphic transformation. The torque and rotational switching of the motor was almost identical to the E. coli W3110 strain, which is a derivative of K-12 and a wild-type for chemotaxis. The single point mutation of N87K in FliC, one of the filament subunits, is critical to the change in flagellar morphology and swimming pattern, and lack of flagellar polymorphism. E. coli cells expressing FliC(N87K) sensed ascending a chemotactic gradient in liquid but did not spread on a semi-solid surface. Based on these results, we concluded that a flagellar polymorphism is essential for spreading in structured environments.


Subject(s)
Chemotaxis/physiology , Escherichia coli K12/physiology , Flagella/physiology , Models, Biological , Mutation
5.
Int J Food Microbiol ; 334: 108834, 2020 Dec 02.
Article in English | MEDLINE | ID: mdl-32861985

ABSTRACT

Contaminated leafy vegetables have been associated with high-profile outbreaks causing severe illnesses. A good understanding of the interactions between human pathogen and produce is important for developing improved food safety control strategies. Currently, the role played by produce surface physiochemical characteristics in such interactions is not well-understood. This work was performed to examine the effects of produce physiochemical characteristics, including surface roughness, epicuticular wax composition, and produce and bacteria surface hydrophobicity on attachment and removal of vegetative bacteria. Escherichia coli K12 was used as a model microorganism to evaluate attachment to and removal from five leafy green vegetables after washing with selected sanitizers. A detailed epicuticular wax component analysis was conducted and the changes of wax composition after sanitation were also evaluated. The results showed that E. coli K12 removal is positively correlated with alkanes, ketones, and total wax content on leaf surfaces. Vegetables with high surface wax content had less rough leaf surfaces and more bacterial removal than the low wax produce. Produce surface roughness positively correlated to E. coli K12 adhesion and negatively correlated to removal. The cells preferentially attached to cut vegetable surfaces, with up to 1.49 times more attachment than on leaf adaxial surfaces.


Subject(s)
Bacterial Adhesion/drug effects , Detergents/pharmacology , Escherichia coli K12/physiology , Vegetables/microbiology , Waxes/chemistry , Escherichia coli K12/isolation & purification , Food Microbiology , Humans , Hydrophobic and Hydrophilic Interactions , Plant Leaves/chemistry , Plant Leaves/microbiology , Surface Properties , Vegetables/chemistry
6.
Appl Environ Microbiol ; 86(16)2020 08 03.
Article in English | MEDLINE | ID: mdl-32561580

ABSTRACT

Physical agents, such as low electric voltage and current, have recently gained attention for antimicrobial treatment due to their bactericidal capability. Although microampere electric current was shown to suppress the growth of bacteria, it remains unclear to what extent the microampere current damaged the bacterial membrane. Here, we investigated the membrane damage and two-way leakage caused by microampere electric current (≤100 µA) with a short exposure time (30 min). Based on MitoTracker staining, propidium iodide staining, filtration assays, and quantitative single-molecule localization microscopy, we observed significant membrane damage, which allowed two-way leakage of ions, small molecules, and proteins. This study paves the way to new development of antimicrobial applications for ultralow electric voltage and current.IMPORTANCE Although electric voltage and current have been studied for a long time in terms of their ability to suppress the growth of bacteria and to kill bacteria, increasing interest has been aroused more recently due to the prevalence of antibiotic resistance of microbes in past decades. Toward understanding the antimicrobial mechanism of low electric voltage and current, previous studies showed that treating bacteria with milliampere electric currents (≥5 mA) for ≥72 h led to significant damage of the bacterial membrane, which likely resulted in leakage of cellular contents and influx of toxic substances through the damaged membrane. However, it remains unclear to what extent membrane damage and two-way (i.e., inward and outward) leakage are caused by lower (i.e., microampere) electric current in a shorter time frame. In this work, we set out to answer this question. We observed that the membrane damage was caused by microampere electric current in half an hour, which allowed two-way leakage of ions, small molecules, and proteins.


Subject(s)
Cell Membrane/physiology , Electric Conductivity , Escherichia coli K12/physiology , Ions/metabolism
7.
J Mol Biol ; 432(16): 4576-4595, 2020 07 24.
Article in English | MEDLINE | ID: mdl-32534064

ABSTRACT

In many bacteria, the biofilm-promoting second messenger c-di-GMP is produced and degraded by multiple diguanylate cyclases (DGC) and phosphodiesterases (PDE), respectively. High target specificity of some of these enzymes has led to theoretical concepts of "local" c-di-GMP signaling. In Escherichia coli K-12, which has 12 DGCs and 13 PDEs, a single DGC, DgcC, is specifically required for the biosynthesis of the biofilm exopolysaccharide pEtN-cellulose without affecting the cellular c-di-GMP pool, but the mechanistic basis of this target specificity has remained obscure. DGC activity of membrane-associated DgcC, which is demonstrated in vitro in nanodiscs, is shown to be necessary and sufficient to specifically activate cellulose biosynthesis in vivo. DgcC and a particular PDE, PdeK (encoded right next to the cellulose operon), directly interact with cellulose synthase subunit BcsB and with each other, thus establishing physical proximity between cellulose synthase and a local source and sink of c-di-GMP. This arrangement provides a localized, yet open source of c-di-GMP right next to cellulose synthase subunit BcsA, which needs allosteric activation by c-di-GMP. Through mathematical modeling and simulation, we demonstrate that BcsA binding from the low cytosolic c-di-GMP pool in E. coli is negligible, whereas a single c-di-GMP molecule that is produced and released in direct proximity to cellulose synthase increases the probability of c-di-GMP binding to BcsA several hundred-fold. This local c-di-GMP signaling could provide a blueprint for target-specific second messenger signaling also in other bacteria where multiple second messenger producing and degrading enzymes exist.


Subject(s)
Biofilms/growth & development , Cyclic GMP/analogs & derivatives , Escherichia coli K12/physiology , Escherichia coli Proteins/metabolism , Polysaccharides, Bacterial/metabolism , Cellulose/metabolism , Cyclic GMP/metabolism , Escherichia coli K12/metabolism , Glucosyltransferases/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Phosphoric Diester Hydrolases/metabolism , Phosphorus-Oxygen Lyases/metabolism , Signal Transduction
8.
BMC Bioinformatics ; 21(1): 162, 2020 Apr 29.
Article in English | MEDLINE | ID: mdl-32349661

ABSTRACT

BACKGROUND: The reconstruction of metabolic networks and the three-dimensional coverage of protein structures have reached the genome-scale in the widely studied Escherichia coli K-12 MG1655 strain. The combination of the two leads to the formation of a structural systems biology framework, which we have used to analyze differences between the reactive oxygen species (ROS) sensitivity of the proteomes of sequenced strains of E. coli. As proteins are one of the main targets of oxidative damage, understanding how the genetic changes of different strains of a species relates to its oxidative environment can reveal hypotheses as to why these variations arise and suggest directions of future experimental work. RESULTS: Creating a reference structural proteome for E. coli allows us to comprehensively map genetic changes in 1764 different strains to their locations on 4118 3D protein structures. We use metabolic modeling to predict basal ROS production levels (ROStype) for 695 of these strains, finding that strains with both higher and lower basal levels tend to enrich their proteomes with antioxidative properties, and speculate as to why that is. We computationally assess a strain's sensitivity to an oxidative environment, based on known chemical mechanisms of oxidative damage to protein groups, defined by their localization and functionality. Two general groups - metalloproteins and periplasmic proteins - show enrichment of their antioxidative properties between the 695 strains with a predicted ROStype as well as 116 strains with an assigned pathotype. Specifically, proteins that a) utilize a molybdenum ion as a cofactor and b) are involved in the biogenesis of fimbriae show intriguing protective properties to resist oxidative damage. Overall, these findings indicate that a strain's sensitivity to oxidative damage can be elucidated from the structural proteome, though future experimental work is needed to validate our model assumptions and findings. CONCLUSION: We thus demonstrate that structural systems biology enables a proteome-wide, computational assessment of changes to atomic-level physicochemical properties and of oxidative damage mechanisms for multiple strains in a species. This integrative approach opens new avenues to study adaptation to a particular environment based on physiological properties predicted from sequence alone.


Subject(s)
Adaptation, Physiological , Escherichia coli K12/physiology , Oxidative Stress , Proteome/metabolism , Antioxidants/metabolism , Escherichia coli Proteins/metabolism , Fimbriae, Bacterial/metabolism , Models, Biological , Molybdenum/metabolism , Operon/genetics , Oxidation-Reduction , Periplasm/metabolism , Phenotype , Reactive Oxygen Species/metabolism
9.
PLoS Biol ; 18(4): e3000465, 2020 04.
Article in English | MEDLINE | ID: mdl-32310938

ABSTRACT

Countering the rise of antibiotic-resistant pathogens requires improved understanding of how resistance emerges and spreads in individual species, which are often embedded in complex microbial communities such as the human gut microbiome. Interactions with other microorganisms in such communities might suppress growth and resistance evolution of individual species (e.g., via resource competition) but could also potentially accelerate resistance evolution via horizontal transfer of resistance genes. It remains unclear how these different effects balance out, partly because it is difficult to observe them directly. Here, we used a gut microcosm approach to quantify the effect of three human gut microbiome communities on growth and resistance evolution of a focal strain of Escherichia coli. We found the resident microbial communities not only suppressed growth and colonisation by focal E. coli but also prevented it from evolving antibiotic resistance upon exposure to a beta-lactam antibiotic. With samples from all three human donors, our focal E. coli strain only evolved antibiotic resistance in the absence of the resident microbial community, even though we found resistance genes, including a highly effective resistance plasmid, in resident microbial communities. We identified physical constraints on plasmid transfer that can explain why our focal strain failed to acquire some of these beneficial resistance genes, and we found some chromosomal resistance mutations were only beneficial in the absence of the resident microbiota. This suggests, depending on in situ gene transfer dynamics, interactions with resident microbiota can inhibit antibiotic-resistance evolution of individual species.


Subject(s)
Drug Resistance, Bacterial/physiology , Escherichia coli K12/drug effects , Gastrointestinal Microbiome/physiology , Ampicillin/pharmacology , Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial/drug effects , Escherichia coli K12/genetics , Escherichia coli K12/growth & development , Escherichia coli K12/physiology , Escherichia coli Proteins/genetics , Feces/microbiology , Gastrointestinal Microbiome/drug effects , Humans , Mutation , Plasmids
10.
Ultrason Sonochem ; 64: 104983, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32006935

ABSTRACT

Ultrasound has potential to be used for disinfection, and its antimicrobial effectiveness can be enhanced in presence of natural compounds. In this study, we compared the antimicrobial effects of ultrasound at 20 kHz (US 20 kHz) or 1 MHz (US 1 MHz) in combination with carvacrol, citral, cinnamic acid, geraniol, gallic acid, lactic acid, or limonene against E. coli K12 and Listeria innocua at a constant power density in water. Compared to the cumulative effect of the individual treatments, the combined treatment of US 1 MHz and 10 mM citral generated >1.5 log CFU/mL additional inactivation of E. coli K12. Similarly, combined treatments of US 1 MHz and 2 mM carvacrol (30 min), US 20 kHz and 2 mM carvacrol, 10 mM citral, or 5 mM geraniol (15 min) generated >0.5-2.0 log CFU/mL additional inactivation in L. innocua. The synergistic effect of citral, as a presentative compound, and US 20 kHz treatment was determined to be a result of enhanced dispersion of insoluble citral droplets in combination with physical impact on bacterial membrane structures, whereas the inactivation by US 1 MHz was likely due to generation of oxidative stress within the bacteria. Combined ultrasound and citral treatments improved the bacterial inactivation in simulated wash water in presence of organic matter or during washing of inoculated blueberries but only additive antimicrobial effects were observed. Findings in this study will be useful to enhance fresh produce safety and shelf-life and design other alternative ultrasound based sanitation processes.


Subject(s)
Acyclic Monoterpenes/pharmacology , Food Handling/methods , Food Microbiology , Ultrasonic Waves , Blueberry Plants/drug effects , Blueberry Plants/microbiology , Escherichia coli K12/drug effects , Escherichia coli K12/physiology , Listeria/drug effects , Listeria/physiology , Microbial Viability/drug effects
11.
J Evol Biol ; 32(12): 1331-1341, 2019 12.
Article in English | MEDLINE | ID: mdl-31397932

ABSTRACT

Cellular energetics is thought to have played a key role in dictating all major evolutionary transitions in the history of life on Earth. However, how exactly cellular energetics and metabolism come together to shape evolutionary paths is not well understood. In particular, when an organism is evolved in different energy environments, what are the phenomenological differences in the chosen evolutionary trajectories, is a question that is not well understood. In this context, starting from an Escherichia coli K-12 strain, we evolve the bacterium in five different carbon environments-glucose, arabinose, xylose, rhamnose and a mixture of these four sugars (in a predefined ratio) for approximately 2,000 generations. At the end of the adaptation period, we quantify and compare the growth dynamics of the strains in a variety of environments. The evolved strains show no specialized adaptation towards growth in the carbon medium in which they were evolved. Rather, in all environments, the evolved strains exhibited a reduced lag phase and an increased growth rate. Sequencing results reveal that these dynamical properties are not introduced via mutations in the precise loci associated with utilization of the sugar in which the bacterium evolved. These phenotypic changes are rather likely introduced via mutations elsewhere on the genome. Data from our experiments indicate that evolution in a defined environment does not alter hierarchy in mixed-sugar utilization in bacteria.


Subject(s)
Adaptation, Physiological , Carbon/metabolism , Escherichia coli K12/physiology , Escherichia coli Proteins/genetics , Arabinose/metabolism , Biological Evolution , Escherichia coli K12/growth & development , Glucose/metabolism , Laboratories , Mutation , Regulatory Sequences, Nucleic Acid , Rhamnose/metabolism , Xylose/metabolism
12.
Microb Pathog ; 133: 103545, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31112772

ABSTRACT

Commensal enteric microbes under specific conditions viz. immunocompromised system, altered microbiota or uncompetitive niche induce their otherwise dormant pathogenic phenotype to distort host cellular functioning. Here we investigate how under in vitro environment established by using Caco-2 cells, commensal gut microbe E. coli K12 (ATCC 14849) disrupt intestinal epithelial barrier function. Caco-2 cells exposed to E. coli showed the time dependent significant (P < 0.01) decrease in transepithelial electrical resistance (TEER) and concomitantly increased phenol red flux across cell monolayer in contrast to non infected control cells. E. coli infected intestinal cells were observed with suppressed (p < 0.05) mRNA levels of ZO-1, Claudin-1, Occludin and Cingulin-1 in contrast to significantly (p < 0.05) higher PIgR and hbd-2 mRNA fold changes. Immunofluorescent and electron micrographs revealed the disrupted distribution and localisation of specific tight junction proteins (Zo-1 and Claudin-1) and actin filament in E. coli infected Caco-2 cells that ultimately resulted in deformed cellular morphology. Taken together, E. coli K12 under compromised in vitro milieu disrupted the intestinal barrier functions by decreasing the expression of important tight junction genes along with the altered distribution of associated proteins that increased the intestinal permeability as reflected by phenol red flux and TEER values.


Subject(s)
Escherichia coli K12/physiology , Escherichia coli K12/pathogenicity , Gastrointestinal Microbiome , Opportunistic Infections/microbiology , Symbiosis , Caco-2 Cells/cytology , Caco-2 Cells/microbiology , Claudin-1/metabolism , Cytoskeletal Proteins , Electric Impedance , Epithelial Cells/metabolism , Gene Expression , Host Microbial Interactions , Humans , Intestinal Mucosa/metabolism , Intestines/microbiology , Membrane Proteins/metabolism , Microfilament Proteins/metabolism , Occludin/genetics , Occludin/metabolism , Permeability , RNA, Messenger , Tight Junction Proteins/metabolism , Tight Junctions/metabolism , Zonula Occludens-1 Protein/metabolism , beta-Defensins/metabolism
13.
Appl Environ Microbiol ; 85(2)2019 01 15.
Article in English | MEDLINE | ID: mdl-30389772

ABSTRACT

When Escherichia coli K-12 is inoculated into rich medium in batch culture, cells experience five phases. While the lag and logarithmic phases are mechanistically fairly well defined, the stationary phase, death phase, and long-term stationary phase are less well understood. Here, we characterize a mechanism of delaying death, a phenomenon we call the "alcohol effect," where the addition of small amounts of certain alcohols prolongs stationary phase for at least 10 days longer than in untreated conditions. We show that the stationary phase is extended when ethanol is added above a minimum threshold concentration. Once ethanol levels fall below a threshold concentration, cells enter the death phase. We also show that the effect is conferred by the addition of straight-chain alcohols 1-propanol, 1-butanol, 1-pentanol, and, to a lesser degree, 1-hexanol. However, methanol, isopropanol, 1-heptanol, and 1-octanol do not delay entry into death phase. Though modulated by RpoS, the alcohol effect does not require RpoS activity or the activities of the AdhE or AdhP alcohol dehydrogenases. Further, we show that ethanol is capable of extending the life span of stationary-phase cultures for non-K-12 E. coli strains and that this effect is caused in part by genes of the glycolate degradation pathway. These data suggest a model where ethanol and other shorter 1-alcohols can serve as signaling molecules, perhaps by modulating patterns of gene expression that normally regulate the transition from stationary phase to death phase.IMPORTANCE In one of the most well-studied organisms in the life sciences, Escherichia coli, we still do not fully understand what causes populations to die. This is largely due to the technological difficulties of studying bacterial cell death. This study provides an avenue to studying how and why E. coli populations, and perhaps other microbes, transition from stationary phase to death phase by exploring how ethanol and other alcohols delay the onset of death. Here, we demonstrate that alcohols are acting as signaling molecules to achieve the delay in death phase. This study not only offers a better understanding of a fundamental process but perhaps also provides a gateway to studying the dynamics between ethanol and microbes in the human gastrointestinal tract.


Subject(s)
Alcohols/pharmacology , Escherichia coli K12/drug effects , Escherichia coli Proteins/metabolism , Transcriptome , Adaptation, Physiological , Escherichia coli K12/genetics , Escherichia coli K12/physiology , Escherichia coli Proteins/genetics
14.
Bull Math Biol ; 80(11): 2917-2956, 2018 11.
Article in English | MEDLINE | ID: mdl-30218278

ABSTRACT

Bacterial biofilm formation is an organized collective response to biochemical cues that enables bacterial colonies to persist and withstand environmental insults. We developed a multiscale agent-based model that characterizes the intracellular, extracellular, and cellular scale interactions that modulate Escherichia coli MG1655 biofilm formation. Each bacterium's intracellular response and cellular state were represented as an outcome of interactions with the environment and neighboring bacteria. In the intracellular model, environment-driven gene expression and metabolism were captured using statistical regression and Michaelis-Menten kinetics, respectively. In the cellular model, growth, death, and type IV pili- and flagella-dependent movement were based on the bacteria's intracellular state. We implemented the extracellular model as a three-dimensional diffusion model used to describe glucose, oxygen, and autoinducer 2 gradients within the biofilm and bulk fluid. We validated the model by comparing simulation results to empirical quantitative biofilm profiles, gene expression, and metabolic concentrations. Using the model, we characterized and compared the temporal metabolic and gene expression profiles of sessile versus planktonic bacterial populations during biofilm formation and investigated correlations between gene expression and biofilm-associated metabolites and cellular scale phenotypes. Based on our in silico studies, planktonic bacteria had higher metabolite concentrations in the glycolysis and citric acid cycle pathways, with higher gene expression levels in flagella and lipopolysaccharide-associated genes. Conversely, sessile bacteria had higher metabolite concentrations in the autoinducer 2 pathway, with type IV pili, autoinducer 2 export, and cellular respiration genes upregulated in comparison with planktonic bacteria. Having demonstrated results consistent with in vitro static culture biofilm systems, our model enables examination of molecular phenomena within biofilms that are experimentally inaccessible and provides a framework for future exploration of how hypothesized molecular mechanisms impact bulk community behavior.


Subject(s)
Biofilms/growth & development , Escherichia coli K12/metabolism , Models, Biological , Computer Simulation , Escherichia coli K12/genetics , Escherichia coli K12/physiology , Gene Expression Regulation, Bacterial , Genes, Bacterial , Kinetics , Mathematical Concepts , Metabolic Networks and Pathways , Metabolome , Phenotype , Quorum Sensing , Systems Biology
15.
Nat Commun ; 9(1): 3796, 2018 09 18.
Article in English | MEDLINE | ID: mdl-30228271

ABSTRACT

Biological regulatory network architectures are multi-scale in their function and can adaptively acquire new functions. Gene knockout (KO) experiments provide an established experimental approach not just for studying gene function, but also for unraveling regulatory networks in which a gene and its gene product are involved. Here we study the regulatory architecture of Escherichia coli K-12 MG1655 by applying adaptive laboratory evolution (ALE) to metabolic gene KO strains. Multi-omic analysis reveal a common overall schema describing the process of adaptation whereby perturbations in metabolite concentrations lead regulatory networks to produce suboptimal states, whose function is subsequently altered and re-optimized through acquisition of mutations during ALE. These results indicate that metabolite levels, through metabolite-transcription factor interactions, have a dominant role in determining the function of a multi-scale regulatory architecture that has been molded by evolution.


Subject(s)
Escherichia coli K12/physiology , Evolution, Molecular , Gene Regulatory Networks/physiology , Metabolic Networks and Pathways/genetics , Gene Knockout Techniques , Mutation , Phenotype
16.
Mol Microbiol ; 110(2): 204-218, 2018 10.
Article in English | MEDLINE | ID: mdl-30076772

ABSTRACT

3-Deoxy-d-manno-oct-2-ulosonic acid (Kdo) is an essential component of lipopolysaccharides (LPS) in the Gram-negative bacterial outer membrane. Metabolic labeling of Escherichia coli LPS with 8-azido-3,8-dideoxy-d-manno-oct-2-ulosonic acid (Kdo-N3 ) has been reported but is inefficient. For optimization, it is important to understand how exogenous Kdo-N3 enters the cytoplasm. Based on similarities between Kdo and sialic acids, we proposed and verified that the sialic acid transporter NanT imports exogenous Kdo-N3 into E. coli. We demonstrated that E. coli ΔnanT were not labeled with Kdo-N3 , while expression of NanT in the ΔnanT mutant restored Kdo-N3 incorporation. Induced NanT expression in a strain lacking Kdo biosynthesis led to higher exogenous Kdo incorporation and restoration of full-length core-LPS, suggesting that NanT also transports Kdo. While Kdo-N3 incorporation was observed in strains having NanT, it was not detected in Pseudomonas aeruginosa and Acinetobacter baumannii, which lack nanT. However, heterologous expression of E. coli NanT in P. aeruginosa enabled Kdo-N3 incorporation and labeling, though this led to abnormal morphology and growth arrest. NanT seems to define which bacteria can be labeled with Kdo-N3 , provides opportunities to enhance Kdo-N3 labeling efficiency and spectrum, and raises the possibility of Kdo biosynthetic bypass where exogenous Kdo is present, perhaps even in vivo.


Subject(s)
Azides/pharmacology , Escherichia coli K12/physiology , Escherichia coli Proteins/metabolism , Membrane Transport Proteins/metabolism , Organic Anion Transporters/metabolism , Sugar Acids/pharmacology , Symporters/metabolism , Acinetobacter baumannii/drug effects , Acinetobacter baumannii/genetics , Acinetobacter baumannii/physiology , Cell Membrane/metabolism , Cytoplasm/metabolism , Escherichia coli K12/drug effects , Escherichia coli K12/genetics , Escherichia coli Proteins/genetics , Fluorescent Dyes/pharmacology , Lipopolysaccharides/metabolism , Membrane Transport Proteins/genetics , Neuraminic Acids/pharmacology , Organic Anion Transporters/genetics , Pseudomonas aeruginosa/drug effects , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/physiology , Symporters/genetics
17.
PLoS Genet ; 14(7): e1007547, 2018 07.
Article in English | MEDLINE | ID: mdl-30040820

ABSTRACT

Histidine kinase QseE and response regulator QseF compose a two-component system in Enterobacteriaceae. In Escherichia coli K-12 QseF activates transcription of glmY and of rpoE from Sigma 54-dependent promoters by binding to upstream activating sequences. Small RNA GlmY and RpoE (Sigma 24) are important regulators of cell envelope homeostasis. In pathogenic Enterobacteriaceae QseE/QseF are required for virulence. In enterohemorrhagic E. coli QseE was reported to sense the host hormone epinephrine and to regulate virulence genes post-transcriptionally through employment of GlmY. The qseEGF operon contains a third gene, qseG, which encodes a lipoprotein attached to the inner leaflet of the outer membrane. Here, we show that QseG is essential and limiting for activity of QseE/QseF in E. coli K-12. Metabolic 32P-labelling followed by pull-down demonstrates that phosphorylation of the receiver domain of QseF in vivo requires QseE as well as QseG. Accordingly, QseG acts upstream and through QseE/QseF by stimulating activity of kinase QseE. 32P-labelling also reveals an additional phosphorylation in the QseF C-terminus of unknown origin, presumably at threonine/serine residue(s). Pulldown and two-hybrid assays demonstrate interaction of QseG with the periplasmic loop of QseE. A mutational screen identifies the Ser58Asn exchange in the periplasmic loop of QseE, which decreases interaction with QseG and concomitantly lowers QseE/QseF activity, indicating that QseG activates QseE by interaction. Finally, epinephrine is shown to have a moderate impact on QseE activity in E. coli K-12. Epinephrine slightly stimulates QseF phosphorylation and thereby glmY transcription, but exclusively during stationary growth and this requires both, QseE and QseG. Our data reveal a three-component signaling system, in which the phosphorylation state of QseE/QseF is governed by interaction with lipoprotein QseG in response to a signal likely derived from the cell envelope.


Subject(s)
Bacterial Outer Membrane Proteins/metabolism , DNA-Binding Proteins/metabolism , Escherichia coli K12/physiology , Escherichia coli Proteins/metabolism , Periplasm/metabolism , Receptors, Adrenergic/metabolism , Epinephrine/pharmacology , Gene Expression Regulation, Bacterial/drug effects , Operon/genetics , Phosphorylation/drug effects , Phosphorylation/physiology , Promoter Regions, Genetic/genetics , Protein Binding/physiology , Transcription, Genetic/drug effects
18.
J Water Health ; 16(3): 380-390, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29952327

ABSTRACT

Tracing the fate of pathogens in environmental water, particularly in wastewater, with a suitable methodology is a demanding task. We investigated the fate of Escherichia coli K12 in sewage influent and activated sludge using a novel approach that involves the application of a biologically stable dialysis device. The ion concentrations inside the device could reach that of surrounding solution when it was incubated in phosphate buffered saline for 2 h. E. coli K12 above 107 CFU mL-1 (inoculated in distilled water, influent, activated sludge) were introduced into the device and incubated in influent and activated sludge for 10 days. Without indigenous microorganisms, E. coli K12 could survive even with the limited ions and nutrients concentrations in influent and activated sludge. E. coli K12 abundance in influent and activated sludge were reduced by 60 and 85%, respectively, after just 1 day. The establishment of microbial community in wastewater played an important role in reducing E. coli K12. Bacteriophage propagated in filtered influent or activated sludge when E. coli K12 was introduced, but not in raw influent or activated sludge. The methodology developed in this study can be applied in the actual environmental water to trace the fate of pathogens.


Subject(s)
Escherichia coli K12/physiology , Kidneys, Artificial/microbiology , Sewage/microbiology , Water Microbiology , Membranes, Artificial , Time Factors , Wastewater/microbiology
19.
Proc Natl Acad Sci U S A ; 115(28): 7212-7217, 2018 07 10.
Article in English | MEDLINE | ID: mdl-29941551

ABSTRACT

Bacterial suspensions-a premier example of active fluids-show an unusual response to shear stresses. Instead of increasing the viscosity of the suspending fluid, the emergent collective motions of swimming bacteria can turn a suspension into a superfluid with zero apparent viscosity. Although the existence of active superfluids has been demonstrated in bulk rheological measurements, the microscopic origin and dynamics of such an exotic phase have not been experimentally probed. Here, using high-speed confocal rheometry, we study the dynamics of concentrated bacterial suspensions under simple planar shear. We find that bacterial superfluids under shear exhibit unusual symmetric shear bands, defying the conventional wisdom on shear banding of complex fluids, where the formation of steady shear bands necessarily breaks the symmetry of unsheared samples. We propose a simple hydrodynamic model based on the local stress balance and the ergodic sampling of nonequilibrium shear configurations, which quantitatively describes the observed symmetric shear-banding structure. The model also successfully predicts various interesting features of swarming vortices in stationary bacterial suspensions. Our study provides insights into the physical properties of collective swarming in active fluids and illustrates their profound influences on transport processes.


Subject(s)
Escherichia coli K12/cytology , Escherichia coli K12/physiology , Models, Biological , Shear Strength
20.
Nat Commun ; 9(1): 1885, 2018 05 14.
Article in English | MEDLINE | ID: mdl-29760469

ABSTRACT

The bacterial flagellum is a large extracellular protein organelle that extrudes from the cell surface. The flagellar filament is assembled from tens of thousands of flagellin subunits that are exported through the flagellar type III secretion system. Here, we measure the growth of Escherichia coli flagella in real time and find that, although the growth rate displays large variations at similar lengths, it decays on average as flagella lengthen. By tracking single flagella, we show that the large variations in growth rate occur as a result of frequent pauses. Furthermore, different flagella on the same cell show variable growth rates with correlation. Our observations are consistent with an injection-diffusion model, and we propose that an insufficient cytoplasmic flagellin supply is responsible for the pauses in flagellar growth in E. coli.


Subject(s)
Escherichia coli K12/ultrastructure , Flagella/ultrastructure , Flagellin/ultrastructure , Time-Lapse Imaging/methods , Type III Secretion Systems/physiology , Arsenicals/chemistry , Arsenicals/metabolism , Cysteine/chemistry , Cysteine/metabolism , Escherichia coli K12/physiology , Flagella/physiology , Flagellin/metabolism , Fluorescent Dyes/chemistry , Fluorescent Dyes/metabolism , Oligopeptides/chemistry , Oligopeptides/metabolism , Protein Biosynthesis , Protein Subunits/chemistry , Protein Subunits/metabolism
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