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1.
J Chem Inf Model ; 61(4): 1762-1777, 2021 04 26.
Artigo em Inglês | MEDLINE | ID: mdl-33720715

RESUMO

Cystic Fibrosis (CF) is caused by mutations to the Cystic Fibrosis Transmembrane Conductance Regulator (CFTR) chloride channel. CFTR is composed of two membrane spanning domains, two cytosolic nucleotide-binding domains (NBD1 and NBD2) and a largely unstructured R-domain. Multiple CF-causing mutations reside in the NBDs and some are known to compromise the stability of these domains. The ability to predict the effect of mutations on the stability of the cytosolic domains of CFTR and to shed light on the mechanisms by which they exert their effect is therefore important in CF research. With this in mind, we have predicted the effect on domain stability of 59 mutations in NBD1 and NBD2 using 15 different algorithms and evaluated their performances via comparison to experimental data using several metrics including the correct classification rate (CCR), and the squared Pearson correlation (R2) and Spearman's correlation (ρ) calculated between the experimental ΔTm values and the computationally predicted ΔΔG values. Overall, the best results were obtained with FoldX and Rosetta. For NBD1 (35 mutations), FoldX provided R2 and ρ values of 0.64 and -0.71, respectively, with an 86% correct classification rate (CCR). For NBD2 (24 mutations), FoldX R2, ρ, and CCR were 0.51, -0.73, and 75%, respectively. Application of the Rosetta high-resolution protocol (Rosetta_hrp) to NBD1 yielded R2, ρ, and CCR of 0.64, -0.75, and 69%, respectively, and for NBD2 yielded R2, ρ, and CCR of 0.29, -0.27, and 50%, respectively. The corresponding numbers for the Rosetta's low-resolution protocol (Rosetta_lrp) were R2 = 0.47, ρ = -0.69, and CCR = 69% for NBD1 and R2 = 0.27, ρ = -0.24, and CCR = 63% for NBD2. For NBD1, both algorithms suggest that destabilizing mutations suffer from destabilizing vdW clashes, whereas stabilizing mutations benefit from favorable H-bond interactions. Two triple consensus approaches based on FoldX, Rosetta_lpr, and Rosetta_hpr were attempted using either "majority-voting" or "all-voting". The all-voting consensus outperformed the individual predictors, albeit on a smaller data set. In summary, our results suggest that the effect of mutations on the stability of CFTR's NBDs could be largely predicted. Since NBDs are common to all ABC transporters, these results may find use in predicting the effect and mechanism of the action of multiple disease-causing mutations in other proteins.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística , Fibrose Cística , Trifosfato de Adenosina/metabolismo , Sítios de Ligação , Regulador de Condutância Transmembrana em Fibrose Cística/genética , Regulador de Condutância Transmembrana em Fibrose Cística/metabolismo , Humanos , Transporte de Íons , Mutação
2.
Int J Mol Sci ; 21(22)2020 Nov 18.
Artigo em Inglês | MEDLINE | ID: mdl-33218072

RESUMO

The serine/threonine kinase, GSK-3, is a promising drug discovery target for treating multiple pathological disorders. Most GSK-3 inhibitors that were developed function as ATP competitive inhibitors, with typical limitations in specificity, safety and drug-induced resistance. In contrast, substrate competitive inhibitors (SCIs), are considered highly selective, and more suitable for clinical practice. The development of SCIs has been largely neglected in the past because the ambiguous, undefined nature of the substrate-binding site makes them difficult to design. In this study, we used our previously described structural models of GSK-3 bound to SCI peptides, to design a pharmacophore model and to virtually screen the "drug-like" Zinc database (~6.3 million compounds). We identified leading hits that interact with critical binding elements in the GSK-3 substrate binding site and are chemically distinct from known GSK-3 inhibitors. Accordingly, novel GSK-3 SCI compounds were designed and synthesized with IC50 values of~1-4 µM. Biological activity of the SCI compound was confirmed in cells and in primary neurons that showed increased ß-catenin levels and reduced tau phosphorylation in response to compound treatment. We have generated a new type of small molecule GSK-3 inhibitors and propose to use this strategy to further develop SCIs for other protein kinases.


Assuntos
Desenho de Fármacos , Descoberta de Drogas/métodos , Quinase 3 da Glicogênio Sintase/antagonistas & inibidores , Inibidores de Proteínas Quinases/farmacologia , Bibliotecas de Moléculas Pequenas/farmacologia , Animais , Sítios de Ligação , Linhagem Celular Tumoral , Células Cultivadas , Quinase 3 da Glicogênio Sintase/química , Quinase 3 da Glicogênio Sintase/metabolismo , Humanos , Cinética , Camundongos Endogâmicos C57BL , Simulação de Acoplamento Molecular , Estrutura Molecular , Ligação Proteica , Domínios Proteicos , Inibidores de Proteínas Quinases/química , Inibidores de Proteínas Quinases/metabolismo , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/metabolismo , Especificidade por Substrato
3.
J Biol Chem ; 293(46): 17685-17704, 2018 11 16.
Artigo em Inglês | MEDLINE | ID: mdl-29903914

RESUMO

Many disease-causing mutations impair protein stability. Here, we explore a thermodynamic strategy to correct the disease-causing F508del mutation in the human cystic fibrosis transmembrane conductance regulator (hCFTR). F508del destabilizes nucleotide-binding domain 1 (hNBD1) in hCFTR relative to an aggregation-prone intermediate. We developed a fluorescence self-quenching assay for compounds that prevent aggregation of hNBD1 by stabilizing its native conformation. Unexpectedly, we found that dTTP and nucleotide analogs with exocyclic methyl groups bind to hNBD1 more strongly than ATP and preserve electrophysiological function of full-length F508del-hCFTR channels at temperatures up to 37 °C. Furthermore, nucleotides that increase open-channel probability, which reflects stabilization of an interdomain interface to hNBD1, thermally protect full-length F508del-hCFTR even when they do not stabilize isolated hNBD1. Therefore, stabilization of hNBD1 itself or of one of its interdomain interfaces by a small molecule indirectly offsets the destabilizing effect of the F508del mutation on full-length hCFTR. These results indicate that high-affinity binding of a small molecule to a remote site can correct a disease-causing mutation. We propose that the strategies described here should be applicable to identifying small molecules to help manage other human diseases caused by mutations that destabilize native protein conformation.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/metabolismo , Nucleotídeos de Timina/metabolismo , Trifosfato de Adenosina/metabolismo , Sítios de Ligação , Regulador de Condutância Transmembrana em Fibrose Cística/genética , Humanos , Ligação de Hidrogênio , Ligantes , Mutação , Ligação Proteica , Conformação Proteica , Multimerização Proteica , Estabilidade Proteica , Desdobramento de Proteína , Termodinâmica
4.
Bioorg Chem ; 92: 103250, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31580982

RESUMO

Leukocyte transendothelial migration is one of the most important step in launching an inflammatory immune response and chronic inflammation can lead to devastating diseases. Leukocyte migration inhibitors are considered as promising and potentially effective therapeutic agents to treat inflammatory and auto-immune disorders. In this study, based on previous trioxotetrahydropyrimidin based integrin inhibitors that suboptimally blocked leukocyte adhesion, twelve molecules with a modified scaffold were designed, synthesized, and tested in vitro for their capacity to block the transendothelial migration of immune cells. One of the molecules, namely, methyl 4-((2-(tert-butyl)-6-((2,4,6-trioxotetrahydropyrimidin-5(2H)-ylidene) methyl) phenoxy) methyl) benzoate, (compound 12), completely blocked leukocyte transendothelial migration, without any toxic effects on immune or endothelial cells (IC50 = 2.4 µM). In vivo, compound 12 exhibited significant therapeutic effects in inflammatory bowel disease (IBD)/Crohn's disease, multiple sclerosis, fatty liver disease, and rheumatoid arthritis models. A detailed acute and chronic toxicity profile of the lead compound in vivo did not reveal any toxic effects. Such a type of molecule might therefore provide a unique starting point for designing a novel class of leukocyte transmigration blocking agents with broad therapeutic applications in inflammatory and auto-immune pathologies.


Assuntos
Linfócitos B/efeitos dos fármacos , Células Endoteliais da Veia Umbilical Humana/efeitos dos fármacos , Monócitos/efeitos dos fármacos , Pirimidinas/síntese química , Linfócitos T/efeitos dos fármacos , Migração Transcelular de Célula/efeitos dos fármacos , Migração Transendotelial e Transepitelial/efeitos dos fármacos , Linfócitos B/imunologia , Adesão Celular/efeitos dos fármacos , Moléculas de Adesão Celular/imunologia , Células Endoteliais da Veia Umbilical Humana/imunologia , Células Endoteliais da Veia Umbilical Humana/metabolismo , Humanos , Inflamação , Estrutura Molecular , Monócitos/imunologia , Mucoproteínas/imunologia , Pirimidinas/química , Pirimidinas/farmacologia , Linfócitos T/imunologia , Molécula 1 de Adesão de Célula Vascular/imunologia
5.
Biochim Biophys Acta Biomembr ; 1860(5): 1193-1204, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-29425673

RESUMO

The Cystic Fibrosis Transmembrane Conductance Regulator (CFTR) is an ABC transporter containing two transmembrane domains forming a chloride ion channel, and two nucleotide binding domains (NBD1 and NBD2). CFTR has presented a formidable challenge to obtain monodisperse, biophysically stable protein. Here we report a comprehensive study comparing effects of single and multiple NBD1 mutations on stability of both the NBD1 domain alone and on purified full length human CFTR. Single mutations S492P, A534P, I539T acted additively, and when combined with M470V, S495P, and R555K cumulatively yielded an NBD1 with highly improved structural stability. Strategic combinations of these mutations strongly stabilized the domain to attain a calorimetric Tm > 70 °C. Replica exchange molecular dynamics simulations on the most stable 6SS-NBD1 variant implicated fluctuations, electrostatic interactions and side chain packing as potential contributors to improved stability. Progressive stabilization of NBD1 directly correlated with enhanced structural stability of full-length CFTR protein. Thermal unfolding of the stabilized CFTR mutants, monitored by changes in intrinsic fluorescence, demonstrated that Tm could be shifted as high as 67.4 °C in 6SS-CFTR, more than 20 °C higher than wild-type. H1402S, an NBD2 mutation, conferred CFTR with additional thermal stability, possibly by stabilizing an NBD-dimerized conformation. CFTR variants with NBD1-stabilizing mutations were expressed at the cell surface in mammalian cells, exhibited ATPase and channel activity, and retained these functions to higher temperatures. The capability to produce enzymatically active CFTR with improved structural stability amenable to biophysical and structural studies will advance mechanistic investigations and future cystic fibrosis drug development.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística , Mutação , Nucleotídeos/metabolismo , Domínios e Motivos de Interação entre Proteínas , Adenosina Trifosfatases/química , Adenosina Trifosfatases/genética , Adenosina Trifosfatases/metabolismo , Animais , Sítios de Ligação/genética , Células CHO , Cricetinae , Cricetulus , Regulador de Condutância Transmembrana em Fibrose Cística/química , Regulador de Condutância Transmembrana em Fibrose Cística/genética , Regulador de Condutância Transmembrana em Fibrose Cística/isolamento & purificação , Regulador de Condutância Transmembrana em Fibrose Cística/metabolismo , Estabilidade Enzimática/genética , Células HEK293 , Humanos , Modelos Moleculares , Mutagênese Sítio-Dirigida , Ligação Proteica/genética , Engenharia de Proteínas/métodos , Domínios e Motivos de Interação entre Proteínas/genética , Estabilidade Proteica , Temperatura
6.
Biochem J ; 474(20): 3403-3420, 2017 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-28827282

RESUMO

Glycogen storage disorders (GSDs) are caused by excessive accumulation of glycogen. Some GSDs [adult polyglucosan (PG) body disease (APBD), and Tarui and Lafora diseases] are caused by intracellular accumulation of insoluble inclusions, called PG bodies (PBs), which are chiefly composed of malconstructed glycogen. We developed an APBD patient skin fibroblast cell-based assay for PB identification, where the bodies are identified as amylase-resistant periodic acid-Schiff's-stained structures, and quantified. We screened the DIVERSet CL 10 084 compound library using this assay in high-throughput format and discovered 11 dose-dependent and 8 non-dose-dependent PB-reducing hits. Approximately 70% of the hits appear to act through reducing glycogen synthase (GS) activity, which can elongate glycogen chains and presumably promote PB generation. Some of these GS inhibiting hits were also computationally predicted to be similar to drugs interacting with the GS activator protein phosphatase 1. Our work paves the way to discovering medications for the treatment of PB-involving GSD, which are extremely severe or fatal disorders.


Assuntos
Fibroblastos/enzimologia , Doença de Depósito de Glicogênio , Glicogênio Sintase/metabolismo , Doenças do Sistema Nervoso , Adulto , Avaliação Pré-Clínica de Medicamentos/métodos , Feminino , Doença de Depósito de Glicogênio/diagnóstico , Doença de Depósito de Glicogênio/tratamento farmacológico , Doença de Depósito de Glicogênio/enzimologia , Humanos , Masculino , Doenças do Sistema Nervoso/diagnóstico , Doenças do Sistema Nervoso/tratamento farmacológico , Doenças do Sistema Nervoso/enzimologia
7.
Biochim Biophys Acta Biomembr ; 1859(2): 289-293, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-27913277

RESUMO

The Cystic Fibrosis Transmembrane Conductance Regulator (CFTR, ABCC7) is a plasma membrane chloride ion channel in the ABC transporter superfamily. CFTR is a key target for cystic fibrosis drug development, and its structural elucidation would advance those efforts. However, the limited in vivo and in vitro stability of the protein, particularly its nucleotide binding domains, has made structural studies challenging. Here we demonstrate that phosphatidylserine uniquely stimulates and thermally stabilizes the ATP hydrolysis function of purified human CFTR. Among several lipids tested, the greatest stabilization was observed with brain phosphatidylserine, which shifted the Tm for ATPase activity from 22.7±0.8°C to 35.0±0.2°C in wild-type CFTR, and from 26.6±0.7°C to 42.1±0.2°C in a more stable mutant CFTR having deleted regulatory insertion and S492P/A534P/I539T mutations. When ATPase activity was measured at 37°C in the presence of brain phosphatidylserine, Vmax for wild-type CFTR was 240±60nmol/min/mg, a rate higher than previously reported and consistent with rates for other purified ABC transporters. The significant thermal stabilization of CFTR by phosphatidylserine may be advantageous in future structural and biophysical studies of CFTR.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/metabolismo , Fosfatidilserinas/metabolismo , Transportadores de Cassetes de Ligação de ATP/metabolismo , Adenosina Trifosfatases , Trifosfato de Adenosina/metabolismo , Sítios de Ligação/fisiologia , Linhagem Celular , Membrana Celular/metabolismo , Regulador de Condutância Transmembrana em Fibrose Cística/genética , Humanos , Hidrólise , Mutação/genética , Nucleotídeos/metabolismo , Ligação Proteica/fisiologia
8.
Am J Physiol Lung Cell Mol Physiol ; 311(2): L192-207, 2016 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-27288484

RESUMO

VX-770 (Ivacaftor) has been approved for clinical usage in cystic fibrosis patients with several CFTR mutations. Yet the binding site(s) on CFTR for this compound and other small molecule potentiators are unknown. We hypothesize that insight into this question could be gained by comparing the effect of potentiators on CFTR channels from different origins, e.g., human, mouse, and Xenopus (frog). In the present study, we combined this comparative molecular pharmacology approach with that of computer-aided drug discovery to identify and characterize new potentiators of CFTR and to explore possible mechanism of action. Our results demonstrate that 1) VX-770, NPPB, GlyH-101, P1, P2, and P3 all exhibited ortholog-specific behavior in that they potentiated hCFTR, mCFTR, and xCFTR with different efficacies; 2) P1, P2, and P3 potentiated hCFTR in excised macropatches in a manner dependent on the degree of PKA-mediated stimulation; 3) P1 and P2 did not have additive effects, suggesting that these compounds might share binding sites. Also 4) using a pharmacophore modeling approach, we identified three new potentiators (IOWH-032, OSSK-2, and OSSK-3) that have structures similar to GlyH-101 and that also exhibit ortholog-specific potentiation of CFTR. These could potentially serve as lead compounds for development of new drugs for the treatment of cystic fibrosis. The ortholog-specific behavior of these compounds suggest that a comparative pharmacology approach, using cross-ortholog chimeras, may be useful for identification of binding sites on human CFTR.


Assuntos
Agonistas dos Canais de Cloreto/farmacologia , Regulador de Condutância Transmembrana em Fibrose Cística/fisiologia , Sequência de Aminoácidos , Aminofenóis/farmacologia , Animais , Células Cultivadas , Fibrose Cística/tratamento farmacológico , Fibrose Cística/genética , Avaliação Pré-Clínica de Medicamentos , Glicina/análogos & derivados , Glicina/farmacologia , Hidrazinas/farmacologia , Potenciais da Membrana/efeitos dos fármacos , Camundongos , Nitrobenzoatos/farmacologia , Técnicas de Patch-Clamp , Quinolonas/farmacologia , Deleção de Sequência , Xenopus laevis
9.
Pharmaceuticals (Basel) ; 17(5)2024 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-38794120

RESUMO

To develop peptide drugs targeting integrin receptors, synthetic peptide ligands endowed with well-defined selective binding motifs are necessary. The snake venom KTS-containing disintegrins, which selectively block collagen α1ß1 integrin, were used as lead compounds for the synthesis and structure-activity relationship of a series of linear peptides containing the KTS-pharmacophore and alternating natural amino acids and 3-aminobenzoic acid (MABA). To ensure a better stiffness and metabolic stability, one, two and three MABA residues, were introduced around the KTS pharmacophore motif. Molecular dynamics simulations determined that the solution conformation of MABA peptide 4 is more compact, underwent larger conformational changes until convergence, and spent most of the time in a single cluster. The peptides' binding affinity has been characterized by an enzyme linked immunosorbent assay in which the most potent peptide 4 inhibited with IC50 of 324 ± 8 µM and 550 ± 45 µM the binding of GST-α1-A domain to collagen IV fragment CB3, and the cell adhesion to collagen IV using α1-overexpressor cells, respectively. Docking studies and MM-GBSA calculations confirmed that peptide 4 binds a smaller region of the integrin near the collagen-binding site and penetrated deeper into the binding site near Trp1. Peptide 4 inhibited tube formation by endothelial cell migration in the Matrigel angiogenesis in vitro assay. Peptide 4 was acutely tolerated by mice, showed stability in human serum, decreased tumor volume and angiogenesis, and significantly increased the survival of mice injected with B16 melanoma cells. These findings propose that MABA-peptide 4 can further serve as an α1ß1-integrin antagonist lead compound for further drug optimization in angiogenesis and cancer therapy.

10.
Biochemistry ; 52(32): 5335-44, 2013 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-23866074

RESUMO

We focus on dimeric DNA-binding proteins from two well-studied families: orthodox type II restriction endonucleases (REs) and transcription factors (TFs). Interactions of the protein's recognition sites with the DNA and, particularly, the contribution of each of the monomers to one-dimensional (1D) sliding along nonspecific DNA were studied using computational tools. Coarse-grained molecular dynamics simulations of DNA scanning by various TFs and REs provide insights into how the symmetry of a homodimer can be broken while they nonspecifically interact with DNA. The characteristics of protein sliding along DNA, such as the average sliding length, partitioning between 1D and 3D search, and the one-dimensional diffusion coefficient D1, strongly depend on the salt concentration, which in turn affects the probability of the two monomers adopting a cooperative symmetric sliding mechanism. Indeed, we demonstrate that maximal DNA search efficiency is achieved when the protein adopts an asymmetric search mode in which one monomer slides while its partner hops. We find that proteins classified as TFs have a higher affinity for the DNA, longer sliding lengths, and an increased probability of symmetric sliding in comparison with REs. Moreover, TFs can perform their biological function over a much wider range of salt concentrations than REs. Our results demonstrate that the different biological functions of DNA-binding proteins are related to the different nonspecific DNA search mechanisms they adopt.


Assuntos
DNA/química , Desoxirribonucleases de Sítio Específico do Tipo I/química , Fatores de Transcrição/química , Sítios de Ligação , DNA/metabolismo , Desoxirribonucleases de Sítio Específico do Tipo I/metabolismo , Dimerização , Cinética , Simulação de Dinâmica Molecular , Conformação Proteica , Fatores de Transcrição/metabolismo
11.
Front Plant Sci ; 14: 1161702, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37229130

RESUMO

Introduction: The eons-long co-evolvement of plants and bacteria led to a plethora of interactions between the two kingdoms, in which bacterial pathogenicity is counteracted by plant-derived antimicrobial defense molecules. In return, efflux pumps (EP) form part of the resistance mechanism employed by bacteria to permit their survival in this hostile chemical environment. In this work we study the effect of combinations of efflux pump inhibitors (EPIs) and plant-derived phytochemicals on bacterial activity using Pectobacteriun brasiliense 1692 (Pb1692) as a model system. Methods: We measured the minimal inhibitory concentration (MIC) of two phytochemicals, phloretin (Pht) and naringenin (Nar), and of one common antibiotic ciprofloxacin (Cip), either alone or in combinations with two known inhibitors of the AcrB EP of Escherichia coli, a close homolog of the AcrAB-TolC EP of Pb1692. In addition, we also measured the expression of genes encoding for the EP, under similar conditions. Results: Using the FICI equation, we observed synergism between the EPIs and the phytochemicals, but not between the EPIs and the antibiotic, suggesting that EP inhibition potentiated the antimicrobial activity of the plant derived compounds, but not of Cip. Docking simulations were successfully used to rationalize these experimental results. Discussion: Our findings suggest that AcrAB-TolC plays an important role in survival and fitness of Pb1692 in the plant environment and that its inhibition is a viable strategy for controlling bacterial pathogenicity.

12.
Mol Inform ; 42(4): e2200186, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36617991

RESUMO

QSAR models are widely and successfully used in many research areas. The success of such models highly depends on molecular descriptors typically classified as 1D, 2D, 3D, or 4D. While 3D information is likely important, e. g., for modeling ligand-protein binding, previous comparisons between the performances of 2D and 3D descriptors were inconclusive. Yet in such comparisons the modeled ligands were not necessarily represented by their bioactive conformations. With this in mind, we mined the PDB for sets of protein-ligand complexes sharing the same protein for which uniform activity data were reported. The results, totaling 461 structures spread across six series were compiled into a carefully curated, first of its kind dataset in which each ligand is represented by its bioactive conformation. Next, each set was characterized by 2D, 3D and 2D + 3D descriptors and modeled using three machine learning algorithms, namely, k-Nearest Neighbors, Random Forest and Lasso Regression. Models' performances were evaluated on external test sets derived from the parent datasets either randomly or in a rational manner. We found that many more significant models were obtained when combining 2D and 3D descriptors. We attribute these improvements to the ability of 2D and 3D descriptors to code for different, yet complementary molecular properties.


Assuntos
Proteínas , Relação Quantitativa Estrutura-Atividade , Ligantes , Conformação Molecular , Algoritmos
13.
Proteins ; 79(3): 975-85, 2011 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21181719

RESUMO

Various mechanisms for the reversible formation of a covalent tetrahedral complex (TC) between papain and peptidyl aldehyde inhibitors were simulated by DFT calculations, applying the quantum mechanical/self consistent reaction field (virtual solvent) [QM/SCRF(VS)] approach. Only one mechanism correlates with the experimental kinetic data. The His-Cys catalytic diad is in an N/SH protonation state in the noncovalent papain-aldehyde Michaelis complex. His159 functions as a general base catalyst, abstracting a proton from the Cys25, whereas the activated thiolate synchronously attacks the inhibitor's carbonyl group. The final product of papain inhibition is the protonated neutral form of the hemithioacetal TC(OH), in agreement with experimental data. The predicted activation barrier g enz≠ = 5.2 kcal mol⁻¹ is close to the experimental value of 6.9 kcal mol⁻¹. An interpretation of the experimentally observed slow binding effect for peptidyl aldehyde inhibitors is presented. The calculated g cat≠ is much lower than the rate determining activation barrier of hemithioacetal formation in water, g w≠, in agreement with the concept that the preorganized electrostatic environment in the enzyme active site is the driving force of enzyme catalysis. We have rationalized the origin of the acidic and basic pK(a)'s on the k2/K(S) versus pH bell-shaped profile of papain inhibition by peptidyl aldehydes.


Assuntos
Aldeídos/farmacologia , Inibidores de Cisteína Proteinase/farmacologia , Papaína/antagonistas & inibidores , Aldeídos/química , Domínio Catalítico , Inibidores de Cisteína Proteinase/química , Modelos Moleculares , Papaína/química
14.
Annu Rev Phytopathol ; 59: 153-190, 2021 08 25.
Artigo em Inglês | MEDLINE | ID: mdl-33951403

RESUMO

In the battle between bacteria and plants, bacteria often use a population density-dependent regulatory system known as quorum sensing (QS) to coordinate virulence gene expression. In response, plants use innate and induced defense mechanisms that include low-molecular-weight compounds, some of which serve as antivirulence agents by interfering with the QS machinery. The best-characterized QS system is driven by the autoinducer N-acyl-homoserine lactone (AHL), which is produced by AHL synthases (LuxI homologs) and perceived by response regulators (LuxR homologs). Several plant compounds have been shown to directly inhibit LuxI or LuxR. Gaining atomic-level insight into their mode of action and how they interfere with QS enzymes supports the identification and design of novel QS inhibitors.Such information can be gained by combining experimental work with molecular modeling and docking simulations. The summary of these findings shows that plant-derived compounds act as interkingdom cues and that these allomones specifically target bacterial communication systems.


Assuntos
Proteínas de Bactérias , Percepção de Quorum , Acil-Butirolactonas , Bactérias , Doenças das Plantas
15.
Front Plant Sci ; 12: 671807, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34249044

RESUMO

The effects of phloretin a phytoalexin from apple, was tested on Pectobacterium brasiliense (Pb1692), an emerging soft-rot pathogen of potato. Exposure of Pb1692 to 0.2 mM phloretin a concentration that does not affect growth, or to 0.4 mM a 50% growth inhibiting concentration (50% MIC), reduced motility, biofilm formation, secretion of plant cell wall-degrading enzymes, production of acyl-homoserine lactone (AHL) signaling molecules and infection, phenotypes that are associated with bacterial population density-dependent system known as quorum sensing (QS). To analyze the effect of growth inhibition on QS, the activity of ciprofloxacin, an antibiotic that impairs cell division, was compared to that of phloretin at 50% MIC. Unlike phloretin, the antibiotic hardly affected the tested phenotypes. The use of DH5α, a QS-negative Escherichia coli strain, transformed with an AHL synthase (ExpI) from Pb1692, allowed to validate direct inhibition of AHL production by phloretin, as demonstrated by two biosensor strains, Chromobacterium violaceaum (CV026) and E. coli (pSB401). Expression analysis of virulence-related genes revealed downregulation of QS-regulated genes (expI, expR, luxS, rsmB), plant cell wall degrading enzymes genes (pel, peh and prt) and motility genes (motA, fim, fliA, flhC and flhD) following exposure to both phloretin concentrations. The results support the inhibition of ExpI activity by phloretin. Docking simulations were used to predict the molecular associations between phloretin and the active site of ExpI, to suggest a likely mode of action for the compound's inhibition of virulence.

16.
mBio ; 12(6): e0260221, 2021 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-34844425

RESUMO

In the parasite Trypanosoma brucei, the causative agent of human African sleeping sickness, all mRNAs are trans-spliced to generate a common 5' exon derived from the spliced leader (SL) RNA. Perturbations of protein translocation across the endoplasmic reticulum (ER) induce the spliced leader RNA silencing (SLS) pathway. SLS activation is mediated by a serine-threonine kinase, PK3, which translocates from the cytosolic face of the ER to the nucleus, where it phosphorylates the TATA-binding protein TRF4, leading to the shutoff of SL RNA transcription, followed by induction of programmed cell death. Here, we demonstrate that SLS is also induced by depletion of the essential ER-resident chaperones BiP and calreticulin, ER oxidoreductin 1 (ERO1), and the Golgi complex-localized quiescin sulfhydryl oxidase (QSOX). Most strikingly, silencing of Rhomboid-like 1 (TIMRHOM1), involved in mitochondrial protein import, also induces SLS. The PK3 kinase, which integrates SLS signals, is modified by phosphorylation on multiple sites. To determine which of the phosphorylation events activate PK3, several individual mutations or their combination were generated. These mutations failed to completely eliminate the phosphorylation or translocation of the kinase to the nucleus. The structures of PK3 kinase and its ATP binding domain were therefore modeled. A conserved phenylalanine at position 771 was proposed to interact with ATP, and the PK3F771L mutation completely eliminated phosphorylation under SLS, suggesting that the activation involves most if not all of the phosphorylation sites. The study suggests that the SLS occurs broadly in response to failures in protein sorting, folding, or modification across multiple compartments. IMPORTANCE In this study, we found that SLS is induced by depletion of the essential ER-resident chaperones BiP and calreticulin, ER oxidoreductin 1 (ERO1), and the Golgi complex-localized quiescin sulfhydryl oxidase (QSOX). Most strikingly, silencing of Rhomboid-like 1 (TIMRHOM1), involved in mitochondrial protein import, also induces SLS. We also report on the autophosphorylation of PK3 during SLS induction. This study has implications for our understanding of how trypanosomes keep the homeostasis between the ER and the mitochondria and suggests that PK3 may participate in the connection between these two organelles. The pathway, when induced, leads to the suicide of these parasites, and its induction offers a potential novel drug target against these parasites.


Assuntos
Retículo Endoplasmático/metabolismo , Complexo de Golgi/metabolismo , Proteínas Mitocondriais/metabolismo , Proteínas Serina-Treonina Quinases/metabolismo , Proteínas de Protozoários/metabolismo , RNA de Protozoário/genética , RNA Líder para Processamento/genética , Trypanosoma brucei brucei/genética , Tripanossomíase Africana/parasitologia , Núcleo Celular/genética , Núcleo Celular/metabolismo , Retículo Endoplasmático/genética , Complexo de Golgi/genética , Humanos , Proteínas Mitocondriais/genética , Proteínas Serina-Treonina Quinases/genética , Transporte Proteico , Proteínas de Protozoários/genética , Interferência de RNA , Splicing de RNA , RNA de Protozoário/metabolismo , RNA Líder para Processamento/metabolismo , Proteína de Ligação a TATA-Box/genética , Proteína de Ligação a TATA-Box/metabolismo , Trypanosoma brucei brucei/enzimologia , Trypanosoma brucei brucei/metabolismo
17.
ACS Chem Biol ; 15(7): 1883-1891, 2020 07 17.
Artigo em Inglês | MEDLINE | ID: mdl-32392032

RESUMO

Salicylic acid (SA) is a hormone that mediates systemic acquired resistance in plants. We demonstrated that SA can interfere with group behavior and virulence of the soft-rot plant pathogen Pectobacterium spp. through quorum sensing (QS) inhibition. QS is a population density-dependent communication system that relies on the signal molecule acyl-homoserine lactone (AHL) to synchronize infection. P. parmentieri mutants, lacking the QS AHL synthase (expI-) or the response regulator (expR-), were used to determine how SA inhibits QS. ExpI was expressed in DH5α, the QS negative strain of Escherichia coli, revealing direct interference of SA with AHL synthesis. Docking simulations showed SA is a potential ExpI ligand. This hypothesis was further confirmed by direct binding of SA to purified ExpI, shown by isothermal titration calorimetry and microscale thermophoresis. Computational alanine scanning was employed to design a mutant ExpI with predicted weaker binding affinity to SA. The mutant was constructed and displayed lower affinity to the ligand in the binding assay, and its physiological inhibition by SA was reduced. Taken together, these data support a likely mode of action and a role for SA as potent inhibitor of AHL synthase and QS.


Assuntos
Proteínas de Bactérias/metabolismo , Ligases/metabolismo , Pectobacterium/patogenicidade , Ácido Salicílico/metabolismo , Proteínas de Bactérias/genética , Regulação Bacteriana da Expressão Gênica/efeitos dos fármacos , Ligases/genética , Simulação de Acoplamento Molecular , Mutação , Pectobacterium/enzimologia , Ligação Proteica , Percepção de Quorum/efeitos dos fármacos , Solanum tuberosum/microbiologia , Virulência/efeitos dos fármacos
18.
Respir Med ; 170: 106027, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32843167

RESUMO

BACKGROUND: The Mutation I1234V is a CF causing mutation; however the mechanisms leading to loss of function are not fully understood. In this study, we aimed to characterize phenotypically individuals with the I1234V variant, and to gain a structural point of view of the mutant CFTR using computational studies. METHODS: We conducted a retrospective descriptive study, reviewing the clinical records of 9 Israeli patients. The study was designed to include patients either homozygous or compound heterozygous for the I1234V mutation. For a comparison we analyzed clinical data of 12 patients homozygous for the F508del mutation. Computer models were constructed for I1234V, 1234-1239del and wild type CFTR. RESULTS: Mean FEV1 was 73.8 ± 21% predicted with an average annual rate of decline of 1%. When compared to patients homozygous for F508del the mean annual values of FEV1% predicted during the 6 years of data collection ranged from 51 to 58 ± 22-30 in the F508del group versus 76-82 ± 14-19 in the I1234V group (p < 0.05). Structural models did not demonstrate noticeable differences between the three simulated constructs. Although the mutation resides in the NBD2, no interference with ATP binding was detected. DISCUSSION: This study describes phenotypically patients carrying the I1234V mutation. Compared to patients homozygous for F508del, these patients present with more favorable outcome. Structural models show high similarity between the static and dynamics pictures obtained for both the mutated and the WT-CFTR; however this model does not explore the folding process and therefore may strengthen the notion of a misfolding mutation.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/genética , Fibrose Cística/genética , Mutação com Perda de Função/genética , Adolescente , Adulto , Aminofenóis/uso terapêutico , Aminopiridinas/uso terapêutico , Benzodioxóis/uso terapêutico , Simulação por Computador , Fibrose Cística/tratamento farmacológico , Combinação de Medicamentos , Feminino , Homozigoto , Humanos , Masculino , Pessoa de Meia-Idade , Terapia de Alvo Molecular , Fenótipo , Quinolonas/uso terapêutico , Estudos Retrospectivos , Fatores de Tempo , Adulto Jovem
19.
Proteins ; 77(4): 916-26, 2009 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-19688822

RESUMO

A central mechanistic paradigm of cysteine proteases is that the His-Cys catalytic diad forms an ion-pair NH(+)/S(-) already in the catalytically active free enzyme. Most molecular modeling studies of cysteine proteases refer to this paradigm as their starting point. Nevertheless, several recent kinetics and X-ray crystallography studies of viral and bacterial cysteine proteases depart from the ion-pair mechanism, suggesting general base catalysis. We challenge the postulate of the ion-pair formation in free papain. Applying our QM/SCRF(VS) molecular modeling approach, we analyzed all protonation states of the catalytic diad in free papain and its SMe derivative, comparing the predicted and experimental pK(a) data. We conclude that the His-Cys catalytic diad in free papain is fully protonated, NH(+)/SH. The experimental pK(a) = 8.62 of His159 imidazole in free papain, obtained by NMR-controlled titration and originally interpreted as the NH(+)/S(-) <==> N/S(-) NH(+)/S(-) <==> N/S(-) equilibrium, is now assigned to the NH(+)/SH <==> N/SH NH(+)/SH <==> N/SH equilibrium.


Assuntos
Papaína/química , Domínio Catalítico , Cisteína/química , Histidina/química , Ligação de Hidrogênio , Cinética , Modelos Moleculares , Ressonância Magnética Nuclear Biomolecular , Papaína/metabolismo , Conformação Proteica , Prótons , Eletricidade Estática , Termodinâmica , Água/química
20.
Eur J Med Chem ; 184: 111754, 2019 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-31610377

RESUMO

Overexpression of ecto-nucleotide pyrophosphatase-1 (NPP1) is associated with diseases such as calcium pyrophosphate dihydrate deposition disease, calcific aortic valve disease, and type 2 diabetes. In this context, NPP1 inhibitors are potential drug candidates for the treatment of these diseases. The present study focuses on the analysis of the structure-activity relationship of NPP1 inhibitors based on acyclic uracil-nucleotides. For this purpose, we synthesized acyclic uridine-monophosphate analogs, 10-11, uridine-diphosphate analogs, 12-14, and uridine-Pα,α-dithio-triphosphate analogs, 15-17. We evaluated their inhibitory activity and selectivity towards NPP1, -3, NTPDase1, -2, -3, and -8, and P2Y2,4,6 receptors. Analogs 16 and 17 were the most selective and potent NPP1 inhibitors (Ki 0.94 and 0.73 µM, respectively) among the tested molecules. Analogs 10-17 had only minute effect on uracil-nucleotide responding P2Y2,4,6 receptors. Analog 17 (100 µM) displayed 96% inhibition of NPPase activity in osteoarthritic human chondrocytes. Analogs 14-17 displayed weak inhibitory effect on alkaline phosphatase activity at equimolar concentrations in human chondrocytes. All tested analogs showed no toxicity at human chondrocytes. We concluded that ribose-ring to chain transformation, as well as the type of the nucleobase, are parameters of minor significance to NPP1 inhibition, whereas the major parameter is Pα-dithio-substitution. In addition, the length of the phosphate chain also significantly affects inhibition. Overall, the experimental results were well reproduced by molecular docking. A correlation was observed between the activities of the compounds and the number of H-bonds and salt bridges formed between the inhibitors and NPP1 binding site residues. Uracil-N1-(methoxy)ethyl-ß-Pα,α-dithio, Pß,γ-methylene tri-phosphate, 17, was identified as the most potent, selective, and non-toxic NPP1 inhibitor among the tested analogs, and may be used as a lead structure for further drug development.


Assuntos
Organofosfatos/farmacologia , Inibidores de Fosfodiesterase/farmacologia , Pirofosfatases/antagonistas & inibidores , Uracila/farmacologia , Condrócitos/efeitos dos fármacos , Condrócitos/metabolismo , Relação Dose-Resposta a Droga , Humanos , Estrutura Molecular , Organofosfatos/síntese química , Organofosfatos/química , Inibidores de Fosfodiesterase/síntese química , Inibidores de Fosfodiesterase/química , Diester Fosfórico Hidrolases/metabolismo , Pirofosfatases/metabolismo , Relação Estrutura-Atividade , Uracila/síntese química , Uracila/química
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