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1.
Sci Rep ; 12(1): 6547, 2022 04 21.
Article in English | MEDLINE | ID: mdl-35449391

ABSTRACT

Proteins are prone to aggregate when expressed above their solubility limits. Aggregation may occur rapidly, potentially as early as proteins emerge from the ribosome, or slowly, following synthesis. However, in vivo data on aggregation rates are scarce. Here, we classified the Escherichia coli proteome into rapidly and slowly aggregating proteins using an in vivo image-based screen coupled with machine learning. We find that the majority (70%) of cytosolic proteins that become insoluble upon overexpression have relatively low rates of aggregation and are unlikely to aggregate co-translationally. Remarkably, such proteins exhibit higher folding rates compared to rapidly aggregating proteins, potentially implying that they aggregate after reaching their folded states. Furthermore, we find that a substantial fraction (~ 35%) of the proteome remain soluble at concentrations much higher than those found naturally, indicating a large margin of safety to tolerate gene expression changes. We show that high disorder content and low surface stickiness are major determinants of high solubility and are favored in abundant bacterial proteins. Overall, our study provides a global view of aggregation rates and hence solubility limits of proteins in a bacterial cell.


Subject(s)
Protein Folding , Proteome , Escherichia coli/genetics , Escherichia coli/metabolism , Proteome/metabolism , Ribosomes/metabolism , Solubility
2.
Mol Syst Des Eng ; 7(1): 21-33, 2022 Jan 04.
Article in English | MEDLINE | ID: mdl-35127141

ABSTRACT

The negative membrane potential of bacterial cells influences crucial cellular processes. Inspired by the molecular scaffold of the antimicrobial peptide PGLa, we have developed antimicrobial foldamers with a computer-guided design strategy. The novel PGLa analogues induce sustained membrane hyperpolarization. When co-administered as an adjuvant, the resulting compounds - PGLb1 and PGLb2 - have substantially reduced the level of antibiotic resistance of multi-drug resistant Escherichia coli, Klebsiella pneumoniae and Shigella flexneri clinical isolates. The observed antibiotic potentiation was mediated by hyperpolarization of the bacterial membrane caused by the alteration of cellular ion transport. Specifically, PGLb1 and PGLb2 are selective ionophores that enhance the Goldman-Hodgkin-Katz potential across the bacterial membrane. These findings indicate that manipulating bacterial membrane electrophysiology could be a valuable tool to overcome antimicrobial resistance.

3.
Eur J Med Chem ; 213: 113200, 2021 Mar 05.
Article in English | MEDLINE | ID: mdl-33524686

ABSTRACT

The rise in multidrug-resistant bacteria defines the need for identification of new antibacterial agents that are less prone to resistance acquisition. Compounds that simultaneously inhibit multiple bacterial targets are more likely to suppress the evolution of target-based resistance than monotargeting compounds. The structurally similar ATP binding sites of DNA gyrase and topoisomerase Ⅳ offer an opportunity to accomplish this goal. Here we present the design and structure-activity relationship analysis of balanced, low nanomolar inhibitors of bacterial DNA gyrase and topoisomerase IV that show potent antibacterial activities against the ESKAPE pathogens. For inhibitor 31c, a crystal structure in complex with Staphylococcus aureus DNA gyrase B was obtained that confirms the mode of action of these compounds. The best inhibitor, 31h, does not show any in vitro cytotoxicity and has excellent potency against Gram-positive (MICs: range, 0.0078-0.0625 µg/mL) and Gram-negative pathogens (MICs: range, 1-2 µg/mL). Furthermore, 31h inhibits GyrB mutants that can develop resistance to other drugs. Based on these data, we expect that structural derivatives of 31h will represent a step toward clinically efficacious multitargeting antimicrobials that are not impacted by existing antimicrobial resistance.


Subject(s)
Adenosine Triphosphate/pharmacology , Anti-Bacterial Agents/pharmacology , DNA Gyrase/metabolism , DNA Topoisomerase IV/antagonists & inhibitors , Escherichia coli/drug effects , Staphylococcus aureus/drug effects , Adenosine Triphosphate/chemical synthesis , Adenosine Triphosphate/chemistry , Anti-Bacterial Agents/chemical synthesis , Anti-Bacterial Agents/chemistry , Crystallography, X-Ray , DNA Topoisomerase IV/metabolism , Dose-Response Relationship, Drug , Escherichia coli/enzymology , Escherichia coli/pathogenicity , Microbial Sensitivity Tests , Molecular Docking Simulation , Molecular Structure , Staphylococcus aureus/enzymology , Staphylococcus aureus/pathogenicity , Structure-Activity Relationship
4.
PLoS Biol ; 18(10): e3000819, 2020 10.
Article in English | MEDLINE | ID: mdl-33017402

ABSTRACT

Antibiotics that inhibit multiple bacterial targets offer a promising therapeutic strategy against resistance evolution, but developing such antibiotics is challenging. Here we demonstrate that a rational design of balanced multitargeting antibiotics is feasible by using a medicinal chemistry workflow. The resultant lead compounds, ULD1 and ULD2, belonging to a novel chemical class, almost equipotently inhibit bacterial DNA gyrase and topoisomerase IV complexes and interact with multiple evolutionary conserved amino acids in the ATP-binding pockets of their target proteins. ULD1 and ULD2 are excellently potent against a broad range of gram-positive bacteria. Notably, the efficacy of these compounds was tested against a broad panel of multidrug-resistant Staphylococcus aureus clinical strains. Antibiotics with clinical relevance against staphylococcal infections fail to inhibit a significant fraction of these isolates, whereas both ULD1 and ULD2 inhibit all of them (minimum inhibitory concentration [MIC] ≤1 µg/mL). Resistance mutations against these compounds are rare, have limited impact on compound susceptibility, and substantially reduce bacterial growth. Based on their efficacy and lack of toxicity demonstrated in murine infection models, these compounds could translate into new therapies against multidrug-resistant bacterial infections.


Subject(s)
Anti-Bacterial Agents/pharmacology , Drug Design , Drug Resistance, Multiple, Bacterial/drug effects , Amino Acid Sequence , Animals , Anti-Bacterial Agents/therapeutic use , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Directed Molecular Evolution , Disease Models, Animal , Enzyme Inhibitors/pharmacology , Hep G2 Cells , Humans , Hydrogen-Ion Concentration , MCF-7 Cells , Microbial Sensitivity Tests , Mutation/genetics , Skin/drug effects , Skin/microbiology , Staphylococcal Infections/drug therapy , Staphylococcus aureus/drug effects , Toxicity Tests
5.
Nat Commun ; 10(1): 5731, 2019 12 16.
Article in English | MEDLINE | ID: mdl-31844052

ABSTRACT

Antimicrobial peptides (AMPs) are key effectors of the innate immune system and promising therapeutic agents. Yet, knowledge on how to design AMPs with minimal cross-resistance to human host-defense peptides remains limited. Here, we systematically assess the resistance determinants of Escherichia coli against 15 different AMPs using chemical-genetics and compare to the cross-resistance spectra of laboratory-evolved AMP-resistant strains. Although generalizations about AMP resistance are common in the literature, we find that AMPs with different physicochemical properties and cellular targets vary considerably in their resistance determinants. As a consequence, cross-resistance is prevalent only between AMPs with similar modes of action. Finally, our screen reveals several genes that shape susceptibility to membrane- and intracellular-targeting AMPs in an antagonistic manner. We anticipate that chemical-genetic approaches could inform future efforts to minimize cross-resistance between therapeutic and human host AMPs.


Subject(s)
Anti-Bacterial Agents/pharmacology , Antimicrobial Cationic Peptides/immunology , Drug Resistance, Bacterial/genetics , Escherichia coli/genetics , Antimicrobial Cationic Peptides/chemistry , Antimicrobial Cationic Peptides/genetics , Bacterial Outer Membrane/drug effects , Bacterial Outer Membrane/immunology , Directed Molecular Evolution , Drug Resistance, Bacterial/drug effects , Escherichia coli/drug effects , Escherichia coli/immunology , Genes, Bacterial/genetics , Genes, Bacterial/immunology , Microbial Sensitivity Tests , Mutation
6.
Nat Commun ; 10(1): 4538, 2019 10 04.
Article in English | MEDLINE | ID: mdl-31586049

ABSTRACT

Antimicrobial peptides (AMPs) are promising antimicrobials, however, the potential of bacterial resistance is a major concern. Here we systematically study the evolution of resistance to 14 chemically diverse AMPs and 12 antibiotics in Escherichia coli. Our work indicates that evolution of resistance against certain AMPs, such as tachyplesin II and cecropin P1, is limited. Resistance level provided by point mutations and gene amplification is very low and antibiotic-resistant bacteria display no cross-resistance to these AMPs. Moreover, genomic fragments derived from a wide range of soil bacteria confer no detectable resistance against these AMPs when introduced into native host bacteria on plasmids. We have found that simple physicochemical features dictate bacterial propensity to evolve resistance against AMPs. Our work could serve as a promising source for the development of new AMP-based therapeutics less prone to resistance, a feature necessary to avoid any possible interference with our innate immune system.


Subject(s)
Anti-Infective Agents/pharmacology , Antimicrobial Cationic Peptides/pharmacology , Drug Resistance, Multiple, Bacterial/genetics , Genome, Bacterial/drug effects , Antimicrobial Cationic Peptides/therapeutic use , Bacteria/drug effects , Bacteria/genetics , Bacterial Infections/drug therapy , Directed Molecular Evolution , Drug Development/methods , Drug Resistance, Multiple, Bacterial/drug effects , Genome, Bacterial/genetics , Humans , Metagenomics , Microbial Sensitivity Tests , Plasmids/genetics , Point Mutation , Soil Microbiology
7.
Article in English | MEDLINE | ID: mdl-31235632

ABSTRACT

Multitargeting antibiotics, i.e., single compounds capable of inhibiting two or more bacterial targets, are generally considered to be a promising therapeutic strategy against resistance evolution. The rationale for this theory is that multitargeting antibiotics demand the simultaneous acquisition of multiple mutations at their respective target genes to achieve significant resistance. The theory presumes that individual mutations provide little or no benefit to the bacterial host. Here, we propose that such individual stepping-stone mutations can be prevalent in clinical bacterial isolates, as they provide significant resistance to other antimicrobial agents. To test this possibility, we focused on gepotidacin, an antibiotic candidate that selectively inhibits both bacterial DNA gyrase and topoisomerase IV. In a susceptible organism, Klebsiella pneumoniae, a combination of two specific mutations in these target proteins provide an >2,000-fold reduction in susceptibility, while individually, none of these mutations affect resistance significantly. Alarmingly, strains with decreased susceptibility against gepotidacin are found to be as virulent as the wild-type Klebsiella pneumoniae strain in a murine model. Moreover, numerous pathogenic isolates carry mutations which could promote the evolution of clinically significant reduction of susceptibility against gepotidacin in the future. As might be expected, prolonged exposure to ciprofloxacin, a clinically widely employed gyrase inhibitor, coselected for reduced susceptibility against gepotidacin. We conclude that extensive antibiotic usage could select for mutations that serve as stepping-stones toward resistance against antimicrobial compounds still under development. Our research indicates that even balanced multitargeting antibiotics are prone to resistance evolution.


Subject(s)
Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial/drug effects , Drug Resistance, Bacterial/genetics , Klebsiella pneumoniae/drug effects , Mutation , Acenaphthenes/chemistry , Acenaphthenes/pharmacology , Animals , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Ciprofloxacin/pharmacology , DNA Gyrase/chemistry , DNA Gyrase/genetics , DNA Gyrase/metabolism , Directed Molecular Evolution , Escherichia coli/drug effects , Escherichia coli/genetics , Fluoroquinolones/pharmacology , Genetic Fitness , Heterocyclic Compounds, 3-Ring/chemistry , Heterocyclic Compounds, 3-Ring/pharmacology , Klebsiella Infections/microbiology , Klebsiella pneumoniae/genetics , Klebsiella pneumoniae/pathogenicity , Mice , Microbial Sensitivity Tests , Molecular Dynamics Simulation , Virulence/genetics
8.
Pharmaceutics ; 11(2)2019 Feb 10.
Article in English | MEDLINE | ID: mdl-30744154

ABSTRACT

The absorption of drugs is limited by the epithelial barriers of the gastrointestinal tract. One of the strategies to improve drug delivery is the modulation of barrier function by the targeted opening of epithelial tight junctions. In our previous study the 18-mer amphiphilic PN159 peptide was found to be an effective tight junction modulator on intestinal epithelial and blood⁻brain barrier models. PN159, also known as KLAL or MAP, was described to interact with biological membranes as a cell-penetrating peptide. In the present work we demonstrated that the PN159 peptide as a penetration enhancer has a dual action on intestinal epithelial cells. The peptide safely and reversibly enhanced the permeability of Caco-2 monolayers by opening the intercellular junctions. The penetration of dextran molecules with different size and four efflux pump substrate drugs was increased several folds. We identified claudin-4 and -7 junctional proteins by docking studies as potential binding partners and targets of PN159 in the opening of the paracellular pathway. In addition to the tight junction modulator action, the peptide showed cell membrane permeabilizing and antimicrobial effects. This dual action is not general for cell-penetrating peptides (CPPs), since the other three CPPs tested did not show barrier opening effects.

9.
Molecules ; 24(4)2019 Feb 18.
Article in English | MEDLINE | ID: mdl-30781678

ABSTRACT

BACKGROUND: The hypothalamic⁻pituitary axis by secreting neuropeptides plays a key role in metabolic homeostasis. In light of the metabolic regulation, oxytocin is a potential neuropeptide for therapies against obesity and related disorders. The aim of our study is to measure ghrelin-induced oxytocin secretion in rats and to detect the changes after administration of ghrelin antagonist. METHODS: Ghrelin was administrated centrally (intracerebroventricular, i.c.v., 1.0, 10.0, and 100.0 pmol) or systemically (intravenous, i.v., 1.0, and 10.0 nmol). [d-Lys³]-GHRP-6 ghrelin antagonist was injected 15 min before ghrelin injection in a dose of 10.0 pmol i.c.v. and 10.0 nmol i.v. RESULTS: Either i.c.v. or i.v. administration of ghrelin dose-dependently increased the plasma oxytocin concentration. Following pretreatment with the ghrelin antagonist [d-Lys³]-GHRP-6, the high plasma oxytocin level induced by ghrelin was significantly reduced. CONCLUSION: The results indicate that the release of oxytocin is influenced directly by the ghrelin system. Examination of the mechanism of ghrelin-induced oxytocin secretion is a new horizon for potential therapeutic options.


Subject(s)
Ghrelin/administration & dosage , Metabolome/drug effects , Neuropeptides/metabolism , Oxytocin/metabolism , Animals , Male , Neuropeptides/blood , Obesity/metabolism , Obesity/virology , Oligopeptides/drug effects , Oxytocin/blood , Rats, Wistar , Receptors, Ghrelin/metabolism , Secretory Pathway/drug effects
10.
Nat Microbiol ; 3(6): 718-731, 2018 06.
Article in English | MEDLINE | ID: mdl-29795541

ABSTRACT

Antimicrobial peptides are promising alternative antimicrobial agents. However, little is known about whether resistance to small-molecule antibiotics leads to cross-resistance (decreased sensitivity) or collateral sensitivity (increased sensitivity) to antimicrobial peptides. We systematically addressed this question by studying the susceptibilities of a comprehensive set of 60 antibiotic-resistant Escherichia coli strains towards 24 antimicrobial peptides. Strikingly, antibiotic-resistant bacteria show a high frequency of collateral sensitivity to antimicrobial peptides, whereas cross-resistance is relatively rare. We identify clinically relevant multidrug-resistance mutations that increase bacterial sensitivity to antimicrobial peptides. Collateral sensitivity in multidrug-resistant bacteria arises partly through regulatory changes shaping the lipopolysaccharide composition of the bacterial outer membrane. These advances allow the identification of antimicrobial peptide-antibiotic combinations that enhance antibiotic activity against multidrug-resistant bacteria and slow down de novo evolution of resistance. In particular, when co-administered as an adjuvant, the antimicrobial peptide glycine-leucine-amide caused up to 30-fold decrease in the antibiotic resistance level of resistant bacteria. Our work provides guidelines for the development of efficient peptide-based therapies of antibiotic-resistant infections.


Subject(s)
Anti-Bacterial Agents/pharmacology , Antimicrobial Cationic Peptides/pharmacology , Drug Resistance, Multiple, Bacterial/drug effects , Escherichia coli/growth & development , Bacterial Outer Membrane Proteins/genetics , Drug Synergism , Escherichia coli/drug effects , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Microbial Sensitivity Tests , Mutation , Small Molecule Libraries/pharmacology
11.
Nat Struct Mol Biol ; 25(3): 279-288, 2018 03.
Article in English | MEDLINE | ID: mdl-29434345

ABSTRACT

Cotranslational protein folding can facilitate rapid formation of functional structures. However, it can also cause premature assembly of protein complexes, if two interacting nascent chains are in close proximity. By analyzing known protein structures, we show that homomeric protein contacts are enriched toward the C termini of polypeptide chains across diverse proteomes. We hypothesize that this is the result of evolutionary constraints for folding to occur before assembly. Using high-throughput imaging of protein homomers in Escherichia coli and engineered protein constructs with N- and C-terminal oligomerization domains, we show that, indeed, proteins with C-terminal homomeric interface residues consistently assemble more efficiently than those with N-terminal interface residues. Using in vivo, in vitro and in silico experiments, we identify features that govern successful assembly of homomers, which have implications for protein design and expression optimization.


Subject(s)
Multiprotein Complexes/chemistry , Protein Biosynthesis , Protein Multimerization , Protein Subunits/biosynthesis , Evolution, Molecular , Models, Molecular , Molecular Chaperones/metabolism , Protein Domains , Protein Engineering , Protein Folding , Protein Subunits/chemistry , RNA, Messenger/metabolism , Ribosomes/metabolism , Solubility
12.
Oxid Med Cell Longev ; 2015: 787063, 2015.
Article in English | MEDLINE | ID: mdl-25874022

ABSTRACT

The estrogen deficiency after menopause leads to overweight or obesity, and physical exercise is one of the important modulators of this body weight gain. Female Wistar rats underwent ovariectomy surgery (OVX) or sham operation (SO). OVX and SO groups were randomized into new groups based on the voluntary physical activity (with or without running) and the type of diet for 12 weeks. Rats were fed standard chow (CTRL), high triglyceride diet (HT), or restricted diet (CR). The metabolic syndrome was assessed by measuring the body weight gain, the glucose sensitivity, and the levels of insulin, triglyceride, leptin, and aspartate aminotransferase transaminase (AST) and alanine aminotransferase (ALT). The exercise training combined with the CR resulted in improvements in the glucose tolerance and the insulin sensitivity. Plasma TG, AST, and ALT levels were significantly higher in OVX rats fed with HT but these high values were suppressed by exercise and CR. Compared to SO animals, estrogen deprivation with HT caused a significant increase in leptin level. Our data provide evidence that CR combined with voluntary physical exercise can be a very effective strategy to prevent the development of a metabolic syndrome induced by high calorie diet.


Subject(s)
Caloric Restriction , Physical Conditioning, Animal , Alanine Transaminase/blood , Alanine Transaminase/metabolism , Animals , Aspartate Aminotransferases/blood , Blood Glucose/analysis , Body Weight , Diet , Female , Insulin/blood , Leptin/blood , Obesity/prevention & control , Ovariectomy , Rats , Rats, Wistar , Triglycerides/blood
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