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1.
Comput Struct Biotechnol J ; 19: 1035-1051, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33613869

RESUMEN

Microbial division rates determine the speed of mutation accumulation and thus the emergence of antimicrobial resistance. Microbial death rates are affected by antibiotic action and the immune system. Therefore, measuring these rates has advanced our understanding of host-pathogen interactions and antibiotic action. Several methods based on marker-loss or few inheritable neutral markers exist that allow estimating microbial division and death rates, each of which has advantages and limitations. Technical bottlenecks, i.e., experimental sampling events, during the experiment can distort the rate estimates and are typically unaccounted for or require additional calibration experiments. In this work, we introduce RESTAMP (Rate Estimates by Sequence Tag Analysis of Microbial Populations) as a method for determining bacterial division and death rates. This method uses hundreds of fitness neutral sequence barcodes to measure the rates and account for experimental bottlenecks at the same time. We experimentally validate RESTAMP and compare it to established plasmid loss methods. We find that RESTAMP has a number of advantages over plasmid loss or previous marker based techniques. (i) It enables to correct the distortion of rate estimates by technical bottlenecks. (ii) Rate estimates are independent of the sequence tag distribution in the starting culture allowing the use of an arbitrary number of tags. (iii) It introduces a bottleneck sensitivity measure that can be used to maximize the accuracy of the experiment. RESTAMP allows studying microbial population dynamics with great resolution over a wide dynamic range and can thus advance our understanding of host-pathogen interactions or the mechanisms of antibiotic action.

2.
PLoS Comput Biol ; 16(8): e1008106, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32797079

RESUMEN

Antibiotic resistance is rising and we urgently need to gain a better quantitative understanding of how antibiotics act, which in turn would also speed up the development of new antibiotics. Here, we describe a computational model (COMBAT-COmputational Model of Bacterial Antibiotic Target-binding) that can quantitatively predict antibiotic dose-response relationships. Our goal is dual: We address a fundamental biological question and investigate how drug-target binding shapes antibiotic action. We also create a tool that can predict antibiotic efficacy a priori. COMBAT requires measurable biochemical parameters of drug-target interaction and can be directly fitted to time-kill curves. As a proof-of-concept, we first investigate the utility of COMBAT with antibiotics belonging to the widely used quinolone class. COMBAT can predict antibiotic efficacy in clinical isolates for quinolones from drug affinity (R2>0.9). To further challenge our approach, we also do the reverse: estimate the magnitude of changes in drug-target binding based on antibiotic dose-response curves. We overexpress target molecules to infer changes in antibiotic-target binding from changes in antimicrobial efficacy of ciprofloxacin with 92-94% accuracy. To test the generality of our approach, we use the beta-lactam ampicillin to predict target molecule occupancy at MIC from antimicrobial action with 90% accuracy. Finally, we apply COMBAT to predict antibiotic concentrations that can select for resistance due to novel resistance mutations. Using ciprofloxacin and ampicillin as well defined test cases, our work demonstrates that drug-target binding is a major predictor of bacterial responses to antibiotics. This is surprising because antibiotic action involves many additional effects downstream of drug-target binding. In addition, COMBAT provides a framework to inform optimal antibiotic dose levels that maximize efficacy and minimize the rise of resistant mutants.


Asunto(s)
Antibacterianos , Biología Computacional/métodos , Desarrollo de Medicamentos/métodos , Quinolonas , Antibacterianos/química , Antibacterianos/metabolismo , Antibacterianos/farmacología , Relación Dosis-Respuesta a Droga , Farmacorresistencia Bacteriana/efectos de los fármacos , Enterobacteriaceae/efectos de los fármacos , Infecciones por Enterobacteriaceae/microbiología , Humanos , Pruebas de Sensibilidad Microbiana , Modelos Biológicos , Quinolonas/administración & dosificación , Quinolonas/química , Quinolonas/metabolismo , Quinolonas/farmacología
3.
Artículo en Inglés | MEDLINE | ID: mdl-32179522

RESUMEN

Carbapenem-resistant Gram-negative pathogens are a critical public health threat and there is an urgent need for new treatments. Carbapenemases (ß-lactamases able to inactivate carbapenems) have been identified in both serine ß-lactamase (SBL) and metallo-ß-lactamase (MBL) families. The recent introduction of SBL carbapenemase inhibitors has provided alternative therapeutic options. Unfortunately, there are no approved inhibitors of MBL-mediated carbapenem-resistance and treatment options for infections caused by MBL-producing Gram-negatives are limited. Here, we present ZN148, a zinc-chelating MBL-inhibitor capable of restoring the bactericidal effect of meropenem and in vitro clinical susceptibility to carbapenems in >98% of a large international collection of MBL-producing clinical Enterobacterales strains (n = 234). Moreover, ZN148 was able to potentiate the effect of meropenem against NDM-1-producing Klebsiella pneumoniae in a murine neutropenic peritonitis model. ZN148 showed no inhibition of the human zinc-containing enzyme glyoxylase II at 500 µM, and no acute toxicity was observed in an in vivo mouse model with cumulative dosages up to 128 mg/kg. Biochemical analysis showed a time-dependent inhibition of MBLs by ZN148 and removal of zinc ions from the active site. Addition of exogenous zinc after ZN148 exposure only restored MBL activity by ∼30%, suggesting an irreversible mechanism of inhibition. Mass-spectrometry and molecular modeling indicated potential oxidation of the active site Cys221 residue. Overall, these results demonstrate the therapeutic potential of a ZN148-carbapenem combination against MBL-producing Gram-negative pathogens and that ZN148 is a highly promising MBL inhibitor that is capable of operating in a functional space not presently filled by any clinically approved compound.


Asunto(s)
Inhibidores de beta-Lactamasas , beta-Lactamasas , Animales , Antibacterianos/farmacología , Carbapenémicos/farmacología , Meropenem/farmacología , Ratones , Resistencia betalactámica , Inhibidores de beta-Lactamasas/farmacología , beta-Lactamasas/genética
4.
Medchemcomm ; 10(4): 528-537, 2019 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-31057732

RESUMEN

The syntheses of metallo-ß-lactamase inhibitors comprising chelating moieties, with varying zinc affinities, and peptides partly inspired from bacterial peptide sequences, have been undertaken. The zinc chelator strength was varied using the following chelators, arranged in order of ascending binding affinity: dipicolylamine (DPA, tridentate), dipicolyl-1,2,3-triazolylmethylamine (DPTA, tetradentate) dipicolyl ethylenediamine (DPED, tetradentate) and trispicolyl ethylenediamine (TPED, pentadentate). The chosen peptides were mainly based on the known sequence of the C-terminus of the bacterial peptidoglycan precursors. Biological evaluation on clinical bacterial isolates, harbouring either the NDM-1 or VIM-2 metallo-ß-lactamase, showed a clear relationship between the zinc chelator strength and restoration of meropenem activity. However, evaluation of toxicity on different cancer cell lines demonstrated a similar trend, and thus inclusion of the bacterial peptides did possess rather high toxicity towards eukaryotic cells.

5.
Bioorg Med Chem ; 26(17): 4930-4941, 2018 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-30185388

RESUMEN

There is an urgent need for novel antimicrobial agents to address the threat of bacterial resistance to modern society. We have used a structural motif found in antimicrobial marine hit compounds as a basis for synthesizing a library of antimicrobial sulfonamidobenzamide lead compounds. Potent in vitro antimicrobial activity against clinically relevant bacterial strains was demonstrated for two compounds, G6 and J18, with minimal inhibitory concentrations (MIC) of 4-16 µg/ml against clinical methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant Enterococcus faecium (VRE). The two compounds G6 and J18, together with several other compounds of this library, also caused ≥90% eradication of pre-established biofilm of methicillin-resistant S. epidermidis (MRSE) at 40 µg/ml. Using a luciferase assay, the mechanism of action of G6 was shown to resemble the biocide chlorhexidine by targeting the bacterial cell membrane.


Asunto(s)
Antibacterianos/farmacología , Benzamidas/farmacología , Biopelículas/efectos de los fármacos , Productos Biológicos/farmacología , Bacterias Gramnegativas/efectos de los fármacos , Bacterias Grampositivas/efectos de los fármacos , Staphylococcus aureus Resistente a Meticilina/efectos de los fármacos , Sulfonamidas/farmacología , Antibacterianos/química , Benzamidas/química , Productos Biológicos/química , Farmacorresistencia Bacteriana Múltiple , Eritrocitos/efectos de los fármacos , Hemólisis/efectos de los fármacos , Humanos , Pruebas de Sensibilidad Microbiana , Agua de Mar/química , Sulfonamidas/química
6.
ACS Infect Dis ; 4(9): 1407-1422, 2018 09 14.
Artículo en Inglés | MEDLINE | ID: mdl-30022668

RESUMEN

The rise of antimicrobial resistance (AMR) worldwide and the increasing spread of multi-drug-resistant organisms expressing metallo-ß-lactamases (MBL) require the development of efficient and clinically available MBL inhibitors. At present, no such inhibitor is available, and research is urgently needed to advance this field. We report herein the development, synthesis, and biological evaluation of chemical compounds based on the selective zinc chelator tris-picolylamine (TPA) that can restore the bactericidal activity of Meropenem (MEM) against Pseudomonas aeruginosa and Klebsiella pneumoniae expressing carbapenemases Verona integron-encoded metallo-ß-lactamase (VIM-2) and New Delhi metallo-ß-lactamase 1 (NDM-1), respectively. These adjuvants were prepared via standard chemical methods and evaluated in biological assays for potentiation of MEM against bacteria and toxicity (IC50) against HepG2 human liver carcinoma cells. One of the best compounds, 15, lowered the minimum inhibitory concentration (MIC) of MEM by a factor of 32-256 at 50 µM within all tested MBL-expressing clinical isolates and showed no activity toward serine carbapenemase expressing isolates. Biochemical assays with purified VIM-2 and NDM-1 and 15 resulted in inhibition kinetics with kinact/ KI of 12.5 min-1 mM-1 and 0.500 min-1 mM-1, respectively. The resistance frequency of 15 at 50 µM was in the range of 10-7 to 10-9. 15 showed good tolerance in HepG2 cells with an IC50 well above 100 µM, and an in vivo study in mice showed no acute toxic effects even at a dose of 128 mg/kg.


Asunto(s)
Antibacterianos/síntesis química , Antibacterianos/farmacología , Quelantes/síntesis química , Quelantes/farmacología , Piridinas/síntesis química , Piridinas/farmacología , Inhibidores de beta-Lactamasas/síntesis química , Inhibidores de beta-Lactamasas/farmacología , Antibacterianos/química , Proteínas Bacterianas/química , Proteínas Bacterianas/metabolismo , Quelantes/química , Diseño de Fármacos , Evaluación Preclínica de Medicamentos , Humanos , Infecciones por Klebsiella/microbiología , Klebsiella pneumoniae/efectos de los fármacos , Klebsiella pneumoniae/enzimología , Klebsiella pneumoniae/genética , Klebsiella pneumoniae/metabolismo , Meropenem/farmacología , Pruebas de Sensibilidad Microbiana , Infecciones por Pseudomonas/microbiología , Pseudomonas aeruginosa/efectos de los fármacos , Pseudomonas aeruginosa/enzimología , Pseudomonas aeruginosa/genética , Pseudomonas aeruginosa/metabolismo , Piridinas/química , Zinc/química , Zinc/metabolismo , Inhibidores de beta-Lactamasas/química , beta-Lactamasas/química , beta-Lactamasas/metabolismo
7.
Eur J Med Chem ; 135: 159-173, 2017 Jul 28.
Artículo en Inglés | MEDLINE | ID: mdl-28445786

RESUMEN

Bacterial resistance is compromising the use of ß-lactam antibiotics including carbapenems. The main resistance mechanism against ß-lactams is hydrolysis of the ß-lactam ring mediated by serine- or metallo-ß-lactamases (MBLs). Although several inhibitors of MBLs have been reported, none has been developed into a clinically useful inhibitor. Mercaptocarboxylic acids are among the most prominent scaffolds reported as MBL inhibitors. In this study, the carboxylate group of mercaptocarboxylic acids was replaced with bioisosteric groups like phosphonate esters, phosphonic acids and NH-tetrazoles. The influence of the replacement on the bioactivity and inhibitor binding was evaluated. A series of bioisosteres of previously reported inhibitors was synthesized and evaluated against the MBLs VIM-2, NDM-1 and GIM-1. The most active inhibitors combined a mercapto group and a phosphonate ester or acid, with two/three carbon chains connecting a phenyl group. Surprisingly, also compounds containing thioacetate groups instead of thiols showed low IC50 values. High-resolution crystal structures of three inhibitors in complex with VIM-2 revealed hydrophobic interactions for the diethyl groups in the phosphonate ester (inhibitor 2b), the mercapto bridging the two active site zinc ions, and tight stacking of the benzene ring to the inhibitor between Phe62, Tyr67, Arg228 and His263. The inhibitors show reduced enzyme activity in Escherichia coli cells harboring MBL. The obtained results will be useful for further structural guided design of MBL inhibitors.


Asunto(s)
Ácidos Carboxílicos/farmacología , Inhibidores de beta-Lactamasas/farmacología , beta-Lactamasas/metabolismo , Sitios de Unión/efectos de los fármacos , Ácidos Carboxílicos/síntesis química , Ácidos Carboxílicos/química , Relación Dosis-Respuesta a Droga , Estructura Molecular , Pseudomonas aeruginosa/enzimología , Relación Estructura-Actividad , Inhibidores de beta-Lactamasas/síntesis química , Inhibidores de beta-Lactamasas/química
8.
Bioorg Med Chem ; 24(22): 5884-5894, 2016 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-27692769

RESUMEN

A library of small aminobenzamide derivatives was synthesised to explore a cationic amphipathic motif found in marine natural antimicrobials. The most potent compound E23 displayed minimal inhibitory concentrations (MICs) of 0.5-2µg/ml against several Gram-positive bacterial strains, including methicillin resistant Staphylococcus epidermidis (MRSE).E23 was also potent against 275 clinical isolates including Staphylococcus aureus, Enterococcus spp., Escherichia coli, Pseudomonas aeruginosa, and Klebsiella pneumoniae, as well as methicillin-resistant S. aureus (MRSA), vancomycin-resistant enterococci (VRE), and ESBL-CARBA producing multi-resistant Gram-negative bacteria. The study demonstrates how structural motifs found in marine natural antimicrobials can be a valuable source for making novel antimicrobial lead-compounds.


Asunto(s)
Antibacterianos/farmacología , Péptidos Catiónicos Antimicrobianos/farmacología , Benzamidas/farmacología , Productos Biológicos/farmacología , Farmacorresistencia Bacteriana Múltiple/efectos de los fármacos , Antibacterianos/síntesis química , Antibacterianos/química , Péptidos Catiónicos Antimicrobianos/síntesis química , Péptidos Catiónicos Antimicrobianos/química , Benzamidas/síntesis química , Benzamidas/química , Productos Biológicos/síntesis química , Productos Biológicos/química , Relación Dosis-Respuesta a Droga , Bacterias Gramnegativas/efectos de los fármacos , Bacterias Grampositivas/efectos de los fármacos , Pruebas de Sensibilidad Microbiana , Estructura Molecular , Relación Estructura-Actividad
9.
Virus Res ; 196: 113-21, 2015 Jan 22.
Artículo en Inglés | MEDLINE | ID: mdl-25445351

RESUMEN

Infectious pancreatic necrosis virus (IPNV) is one of the major viral pathogens causing disease in farmed Atlantic salmon worldwide. In the present work we show that several of the IPN proteins have powerful antagonistic properties against type I IFN induction in Atlantic salmon. Each of the five IPNV genes cloned into an expression vector were tested for the ability to influence activation of the Atlantic salmon IFNa1 promoter by the interferon promoter inducing protein one (IPS-1) or interferon regulatory factors (IRF). This showed that preVP2, VP3 and VP5 inhibited activation of both promoters, while VP4 only antagonized activation of the IFNa1 promoter. The viral protease VP4 was the most potent inhibitor of IFN induction, apparently targeting the IRF1 and IRF3 branch of the signaling cascade. VP4 antagonism is independent of its protease activity since the catalytically dead mutant VP4K674A inhibited activation of the IFNa1 promoter to a similar extent as wild type VP4. In contrast to the other IPNV proteins, the RNA-dependent RNA polymerase VP1 activated the IFNa1 promoter. The ability to activate the IFN response was disrupted in the mutant VP1S163A, which has lost the ability to produce dsRNA. VP1 also exhibited synergistic effects with IRF1 and IRF3 in inducing an IFNa1-dependent antiviral state in cells. Taken together these results suggest that IPNV has developed multiple IFN antagonistic properties to prevent IFN-induction by VP1 and its dsRNA genome.


Asunto(s)
Regulación de la Expresión Génica , Interacciones Huésped-Patógeno/genética , Virus de la Necrosis Pancreática Infecciosa/genética , Interferón-alfa/genética , Regiones Promotoras Genéticas , Transcripción Genética , Proteínas Estructurales Virales/metabolismo , Animales , Dominio Catalítico , Células Cultivadas , Enfermedades de los Peces/genética , Enfermedades de los Peces/metabolismo , Enfermedades de los Peces/virología , Factores Reguladores del Interferón/metabolismo , Mutación , Dominios y Motivos de Interacción de Proteínas , Proteolisis , Salmo salar/genética , Salmo salar/virología , Activación Transcripcional , Proteínas Estructurales Virales/química
10.
PLoS One ; 8(7): e70075, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23922911

RESUMEN

Piscine orthoreovirus (PRV) is associated with heart- and skeletal muscle inflammation (HSMI) of farmed Atlantic salmon (Salmo salar). We have performed detailed sequence analysis of the PRV genome with focus on putative encoded proteins, compared with prototype strains from mammalian (MRV T3D)- and avian orthoreoviruses (ARV-138), and aquareovirus (GCRV-873). Amino acid identities were low for most gene segments but detailed sequence analysis showed that many protein motifs or key amino acid residues known to be central to protein function are conserved for most PRV proteins. For M-class proteins this included a proline residue in µ2 which, for MRV, has been shown to play a key role in both the formation and structural organization of virus inclusion bodies, and affect interferon-ß signaling and induction of myocarditis. Predicted structural similarities in the inner core-forming proteins λ1 and σ2 suggest a conserved core structure. In contrast, low amino acid identities in the predicted PRV surface proteins µ1, σ1 and σ3 suggested differences regarding cellular interactions between the reovirus genera. However, for σ1, amino acid residues central for MRV binding to sialic acids, and cleavage- and myristoylation sites in µ1 required for endosomal membrane penetration during infection are partially or wholly conserved in the homologous PRV proteins. In PRV σ3 the only conserved element found was a zinc finger motif. We provide evidence that the S1 segment encoding σ3 also encodes a 124 aa (p13) protein, which appears to be localized to intracellular Golgi-like structures. The S2 and L2 gene segments are also potentially polycistronic, predicted to encode a 71 aa- (p8) and a 98 aa (p11) protein, respectively. It is concluded that PRV has more properties in common with orthoreoviruses than with aquareoviruses.


Asunto(s)
Corazón/virología , Músculo Esquelético/virología , Orthoreovirus/genética , Secuencia de Aminoácidos , Animales , Genoma Viral/genética , Datos de Secuencia Molecular , Reoviridae/genética , Salmo salar , Análisis de Secuencia de ADN , Homología de Secuencia de Aminoácido
11.
Dev Comp Immunol ; 33(11): 1196-204, 2009 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-19576240

RESUMEN

The striking difference in evolution of type I IFN genes of fish and mammals poses the question of whether these genes are induced through similar or different signalling pathways in the two vertebrate groups. Previous work has shown that expression of both Atlantic salmon (Salmo salar) IFNa1 and mammalian IFN-beta genes is dependent on IRF and NF-kappaB elements in their promoters. In mammals, IFN-beta transcription is induced through the RIG-I/MDA5 pathway where the adaptor protein IPS-1 plays a key role in the signal transduction. In this work we show that an Atlantic salmon homologue of IPS-1 (AsIPS-1) mediates activation of the salmon IFNa1 promoter and an NF-kappaB driven promoter. AsIPS-1 shares only 18% identity in amino acid sequence with human IPS-1, but possesses the CARD, proline-rich and transmembrane domains found in mammalian IPS-1. Overexpression of AsIPS-1 resulted in induction of an antiviral state in the cells apparently due to induction of IFN. Deletion of the CARD and transmembrane domains of AsIPS-1 abolished its ability to activate the IFNa1 promoter and the NF-kappaB driven promoter, and thus its ability to induce an antiviral state. AsIPS-1 is located to mitochondria similar to human IPS-1. Taken together, IPS-1 plays a key role in the induction of Atlantic salmon IFNa1, which appears to be the first and major IFN induced in host cells upon recognition of viral dsRNA.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/metabolismo , Infecciones por Birnaviridae/inmunología , Células Epiteliales/metabolismo , Virus de la Necrosis Pancreática Infecciosa/inmunología , Interferón-alfa/metabolismo , Proteínas Adaptadoras Transductoras de Señales/genética , Proteínas Adaptadoras Transductoras de Señales/inmunología , Animales , Infecciones por Birnaviridae/genética , Línea Celular , Clonación Molecular , Células Epiteliales/inmunología , Células Epiteliales/ultraestructura , Humanos , Inmunidad Innata/genética , Factores Reguladores del Interferón/metabolismo , Interferón-alfa/genética , Interferón-alfa/inmunología , Interferón beta/genética , Interferón beta/inmunología , Interferón beta/metabolismo , Mitocondrias/metabolismo , FN-kappa B/metabolismo , Dominios Proteicos Ricos en Prolina/genética , Regiones Promotoras Genéticas , Transporte de Proteínas , Salmo salar , Alineación de Secuencia , Eliminación de Secuencia , Transducción de Señal/genética , Transducción de Señal/inmunología
12.
FEBS J ; 275(1): 184-97, 2008 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18076653

RESUMEN

The translation initiation factor 2 alpha (eIF2alpha)-kinase, dsRNA-activated protein kinase (PKR), constitutes one of the major antiviral proteins activated by viral infection of vertebrates. PKR is activated by viral double-stranded RNA and subsequently phosphorylates the alpha-subunit of translation initiation factor eIF2. This results in overall down regulation of protein synthesis in the cell and inhibition of viral replication. Fish appear to have a PKR-like protein that has Z-DNA binding domains instead of dsRNA binding domains in the regulatory domain, and has thus been termed Z-DNA binding protein kinase (PKZ). We present the cloning of the Atlantic salmon PKZ cDNA and show its upregulation by interferon in Atlantic salmon TO cells and poly inosinic poly cytodylic acid in head kidney. We also demonstrate that recombinant Atlantic salmon PKZ, expressed in Escherichia coli, phosphorylates eIF2alphain vitro. This is the first demonstration that PKZ is able to phosphorylate eIF2alpha. PKZ activity, as measured by phosphorylation of eIF2alpha, was increased after addition of Z-DNA, but not by dsRNA. In addition, we show that wild-type Atlantic salmon PKZ, but not the kinase defective variant K217R, has a direct inhibitory effect on protein synthesis after transient expression in Chinook salmon embryo cells. Overall, the results support a role for PKZ, like PKR, in host defense against virus infection.


Asunto(s)
ADN de Forma Z/metabolismo , Factor 2 Eucariótico de Iniciación/metabolismo , Proteínas de Peces/metabolismo , Salmo salar/metabolismo , eIF-2 Quinasa/metabolismo , Secuencia de Aminoácidos , Animales , Sitios de Unión , Clonación Molecular , ADN Complementario/metabolismo , Factor 2 Eucariótico de Iniciación/genética , Proteínas de Peces/genética , Datos de Secuencia Molecular , Fosforilación , Filogenia , Alineación de Secuencia , Regulación hacia Arriba , eIF-2 Quinasa/genética
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