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1.
Mol Pharmacol ; 88(3): 421-7, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-26078313

RESUMEN

Cytochrome c (cyt c) release from mitochondria is accepted to be the point of no return for eliciting a cascade of interactions that lead to apoptosis. A strategy for containing sustained apoptosis is to reduce the mitochondrial permeability pore opening. Pore opening is enhanced by peroxidase activity of cyt c gained upon its complexation with cardiolipin in the presence of reactive oxygen species. Blocking access to the heme group has been proposed as an effective intervention method for reducing, if not eliminating, the peroxidase activity of cyt c. In the present study, using a combination of druggability simulations, pharmacophore modeling, virtual screening, and in vitro fluorescence measurements to probe peroxidase activity, we identified three repurposable drugs and seven compounds that are validated to effectively inhibit the peroxidase activity of cyt c.


Asunto(s)
Dominio Catalítico , Complejo IV de Transporte de Electrones/química , Inhibidores Enzimáticos/química , Peroxidasas/antagonistas & inhibidores , Bibliotecas de Moléculas Pequeñas/química , Secuencia de Aminoácidos , Complejo IV de Transporte de Electrones/antagonistas & inhibidores , Inhibidores Enzimáticos/farmacología , Humanos , Simulación del Acoplamiento Molecular , Datos de Secuencia Molecular , Peroxidasas/química , Bibliotecas de Moléculas Pequeñas/farmacología
2.
Bioinformatics ; 30(18): 2681-3, 2014 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-24849577

RESUMEN

UNLABELLED: Correlations between sequence evolution and structural dynamics are of utmost importance in understanding the molecular mechanisms of function and their evolution. We have integrated Evol, a new package for fast and efficient comparative analysis of evolutionary patterns and conformational dynamics, into ProDy, a computational toolbox designed for inferring protein dynamics from experimental and theoretical data. Using information-theoretic approaches, Evol coanalyzes conservation and coevolution profiles extracted from multiple sequence alignments of protein families with their inferred dynamics. AVAILABILITY AND IMPLEMENTATION: ProDy and Evol are open-source and freely available under MIT License from http://prody.csb.pitt.edu/.


Asunto(s)
Biología Computacional/métodos , Evolución Molecular , Proteínas/química , Proteínas/metabolismo , Humanos , Modelos Moleculares , Conformación Proteica , Alineación de Secuencia , Programas Informáticos
3.
Bioorg Med Chem ; 23(12): 2810-8, 2015 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-25703307

RESUMEN

The cell division cycle 25B dual specificity phosphatase (Cdc25B) regulates the normal progression of the mammalian cell cycle by dephosphorylating and activating cyclin-dependent kinase (Cdk) complexes, particularly in response to DNA damage. Elevated Cdc25B levels enable a bypass of normal cell cycle checkpoints, and the overexpression of Cdc25B has been linked to a variety of human cancers. Thus, Cdc25B is an attractive target for the development of anticancer therapeutics. Herein we describe the synthesis and biological evaluation of a series of non-quinoid inhibitors of Cdc25B containing the 3-aminoisoquinolin-1(2H)-one pharmacophore. In addition to several strategies that address specific substitution patterns on isoquinolines, we have applied a regioselective Pd-catalyzed cross-coupling methodology to synthesize a new lead structure, 6-(3-aminophenyl)-3-(phenylamino)isoquinolin-1(2H)-one (13), which proved to be a reversible, competitive Cdc25B inhibitor with a Ki of 1.9µM. Compound 13 prevented human cancer cell growth and blocked Cdc25B-mediated mitotic checkpoint bypass. Molecular docking studies support binding near the catalytic site.


Asunto(s)
Antineoplásicos/química , Antineoplásicos/farmacología , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Isoquinolinas/química , Isoquinolinas/farmacología , Fosfatasas cdc25/antagonistas & inhibidores , Antineoplásicos/síntesis química , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Inhibidores Enzimáticos/síntesis química , Humanos , Isoquinolinas/síntesis química , Simulación del Acoplamiento Molecular , Neoplasias/tratamiento farmacológico , Neoplasias/enzimología , Fosfatasas cdc25/química , Fosfatasas cdc25/metabolismo
4.
Chembiochem ; 15(10): 1436-45, 2014 Jul 07.
Artículo en Inglés | MEDLINE | ID: mdl-24909879

RESUMEN

Dual specificity phosphatase 6 (DUSP6) functions as a feedback attenuator of fibroblast growth factor signaling during development. In vitro high throughput chemical screening attempts to discover DUSP6 inhibitors have yielded limited success. However, in vivo whole-organism screens of zebrafish identified compound 1 (BCI) as an allosteric inhibitor of DUSP6. Here we designed and synthesized a panel of analogues to define the structure-activity relationship (SAR) of DUSP6 inhibition. In vivo high-content analysis in transgenic zebrafish, coupled with cell-based chemical complementation assays, identified structural features of the pharmacophore of 1 that were essential for biological activity. In vitro assays of DUSP hyperactivation corroborated the results from in vivo and cellular SAR. The results reinforce the notion that DUSPs are druggable through allosteric mechanisms and illustrate the utility of zebrafish as a model organism for in vivo SAR analyses.


Asunto(s)
Fosfatasa 6 de Especificidad Dual/antagonistas & inhibidores , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Indenos/química , Indenos/farmacología , Regulación Alostérica , Animales , Diseño de Fármacos , Fosfatasa 6 de Especificidad Dual/metabolismo , Embrión no Mamífero/efectos de los fármacos , Embrión no Mamífero/metabolismo , Quinasas MAP Reguladas por Señal Extracelular/metabolismo , Factores de Crecimiento de Fibroblastos/metabolismo , Modelos Moleculares , Transducción de Señal/efectos de los fármacos , Relación Estructura-Actividad , Pez Cebra/embriología
5.
PLoS Comput Biol ; 8(9): e1002705, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-23028297

RESUMEN

Catalytic loop motions facilitate substrate recognition and binding in many enzymes. While these motions appear to be highly flexible, their functional significance suggests that structure-encoded preferences may play a role in selecting particular mechanisms of motions. We performed an extensive study on a set of enzymes to assess whether the collective/global dynamics, as predicted by elastic network models (ENMs), facilitates or even defines the local motions undergone by functional loops. Our dataset includes a total of 117 crystal structures for ten enzymes of different sizes and oligomerization states. Each enzyme contains a specific functional/catalytic loop (10-21 residues long) that closes over the active site during catalysis. Principal component analysis (PCA) of the available crystal structures (including apo and ligand-bound forms) for each enzyme revealed the dominant conformational changes taking place in these loops upon substrate binding. These experimentally observed loop reconfigurations are shown to be predominantly driven by energetically favored modes of motion intrinsically accessible to the enzyme in the absence of its substrate. The analysis suggests that robust global modes cooperatively defined by the overall enzyme architecture also entail local components that assist in suitable opening/closure of the catalytic loop over the active site.


Asunto(s)
Enzimas/química , Enzimas/ultraestructura , Modelos Químicos , Modelos Moleculares , Catálisis , Simulación por Computador , Activación Enzimática , Estabilidad de Enzimas , Movimiento (Física) , Conformación Proteica , Relación Estructura-Actividad
6.
Bioinformatics ; 27(11): 1575-7, 2011 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-21471012

RESUMEN

SUMMARY: We developed a Python package, ProDy, for structure-based analysis of protein dynamics. ProDy allows for quantitative characterization of structural variations in heterogeneous datasets of structures experimentally resolved for a given biomolecular system, and for comparison of these variations with the theoretically predicted equilibrium dynamics. Datasets include structural ensembles for a given family or subfamily of proteins, their mutants and sequence homologues, in the presence/absence of their substrates, ligands or inhibitors. Numerous helper functions enable comparative analysis of experimental and theoretical data, and visualization of the principal changes in conformations that are accessible in different functional states. ProDy application programming interface (API) has been designed so that users can easily extend the software and implement new methods. AVAILABILITY: ProDy is open source and freely available under GNU General Public License from http://www.csb.pitt.edu/ProDy/.


Asunto(s)
Conformación Proteica , Programas Informáticos , Gráficos por Computador , Modelos Moleculares , Proteínas/química
7.
Proc Natl Acad Sci U S A ; 106(34): 14349-54, 2009 Aug 25.
Artículo en Inglés | MEDLINE | ID: mdl-19706521

RESUMEN

The conformational flexibility of target proteins continues to be a major challenge in accurate modeling of protein-inhibitor interactions. A fundamental issue, yet to be clarified, is whether the observed conformational changes are controlled by the protein or induced by the inhibitor. Although the concept of induced fit has been widely adopted for describing the structural changes that accompany ligand binding, there is growing evidence in support of the dominance of proteins' intrinsic dynamics which has been evolutionarily optimized to accommodate its functional interactions. The wealth of structural data for target proteins in the presence of different ligands now permits us to make a critical assessment of the balance between these two effects in selecting the bound forms. We focused on three widely studied drug targets, HIV-1 reverse transcriptase, p38 MAP kinase, and cyclin-dependent kinase 2. A total of 292 structures determined for these enzymes in the presence of different inhibitors and unbound form permitted us to perform an extensive comparative analysis of the conformational space accessed upon ligand binding, and its relation to the intrinsic dynamics before ligand binding as predicted by elastic network model analysis. Our results show that the ligand selects the conformer that best matches its structural and dynamic properties among the conformers intrinsically accessible to the protein in the unliganded form. The results suggest that simple but robust rules encoded in the protein structure play a dominant role in predefining the mechanisms of ligand binding, which may be advantageously exploited in designing inhibitors.


Asunto(s)
Quinasa 2 Dependiente de la Ciclina/química , Inhibidores Enzimáticos/química , Transcriptasa Inversa del VIH/química , Proteínas Quinasas p38 Activadas por Mitógenos/química , Algoritmos , Dominio Catalítico , Quinasa 2 Dependiente de la Ciclina/antagonistas & inhibidores , Quinasa 2 Dependiente de la Ciclina/metabolismo , Inhibidores Enzimáticos/metabolismo , Inhibidores Enzimáticos/farmacología , Transcriptasa Inversa del VIH/antagonistas & inhibidores , Transcriptasa Inversa del VIH/metabolismo , Humanos , Cinética , Ligandos , Modelos Moleculares , Unión Proteica , Conformación Proteica , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , Relación Estructura-Actividad , Termodinámica , Proteínas Quinasas p38 Activadas por Mitógenos/antagonistas & inhibidores , Proteínas Quinasas p38 Activadas por Mitógenos/metabolismo
8.
Nat Chem Biol ; 5(9): 680-7, 2009 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-19578332

RESUMEN

The dual-specificity phosphatase 6 (Dusp6) functions as a feedback regulator of fibroblast growth factor (FGF) signaling to limit the activity of extracellular signal-regulated kinases (ERKs) 1 and 2. We have identified a small-molecule inhibitor of Dusp6-(E)-2-benzylidene-3-(cyclohexylamino)-2,3-dihydro-1H-inden-1-one (BCI)-using a transgenic zebrafish chemical screen. BCI treatment blocked Dusp6 activity and enhanced FGF target gene expression in zebrafish embryos. Docking simulations predicted an allosteric binding site for BCI within the phosphatase domain. In vitro studies supported a model in which BCI inhibits Dusp6 catalytic activation by ERK2 substrate binding. We used BCI treatment at varying developmental stages to uncover a temporal role for Dusp6 in restricting cardiac progenitors and controlling heart organ size. This study highlights the power of in vivo zebrafish chemical screens to identify new compounds targeting Dusp6, a component of the FGF signaling pathway that has eluded traditional high-throughput in vitro screens.


Asunto(s)
Animales Modificados Genéticamente/metabolismo , Linaje de la Célula , Ciclohexilaminas/farmacología , Fosfatasa 6 de Especificidad Dual/antagonistas & inhibidores , Inhibidores Enzimáticos/farmacología , Corazón , Indenos/farmacología , Pez Cebra/genética , Sitio Alostérico , Animales , Linaje de la Célula/genética , Ciclohexilaminas/síntesis química , Ciclohexilaminas/química , Fosfatasa 6 de Especificidad Dual/genética , Inhibidores Enzimáticos/síntesis química , Inhibidores Enzimáticos/química , Factores de Crecimiento de Fibroblastos/metabolismo , Regulación del Desarrollo de la Expresión Génica/efectos de los fármacos , Corazón/embriología , Indenos/síntesis química , Indenos/química , Proteína Quinasa 1 Activada por Mitógenos/metabolismo , Unión Proteica , Bibliotecas de Moléculas Pequeñas , Especificidad por Sustrato , Pez Cebra/embriología , Pez Cebra/metabolismo
9.
Curr Med Chem ; 15(25): 2536-44, 2008.
Artículo en Inglés | MEDLINE | ID: mdl-18855677

RESUMEN

Dual-specificity phosphatases (DSPs) are important, but poorly understood, cell signaling enzymes that remove phosphate groups from tyrosine and serine/threonine residues on their substrate. Deregulation of DSPs has been implicated in cancer, obesity, diabetes, inflammation, and Alzheimer's disease. Due to their biological and biomedical significance, DSPs have increasingly become the subject of drug discovery high-throughput screening (HTS) and focused compound library development efforts. Progress in identifying selective and potent DSP inhibitors has, however, been restricted by the lack of sufficient structural data on inhibitor-bound DSPs. The shallow, almost flat, substrate binding sites in DSPs have been a major factor in hampering the rational design and the experimental development of active site inhibitors. Recent experimental and virtual HTS studies, as well as advances in molecular modeling, provide new insights into the potential mechanisms for substrate recognition and binding by this important class of enzymes. We present herein an overview of the progress, along with a brief description of applications to two types of DSPs: Cdc25 and MAP kinase phosphatase (MKP) family members. In particular, we focus on combined computational and experimental efforts for designing Cdc25B and MKP-1 inhibitors and understanding their mechanisms of interactions with their target proteins. These studies emphasize the utility of developing computational models and methods that meet the two major challenges currently faced in structure-based in silico design of lead compounds: the conformational flexibility of the target protein and the entropic contribution to the selection and stabilization of particular bound conformers.


Asunto(s)
Técnicas Químicas Combinatorias/métodos , Evaluación Preclínica de Medicamentos/métodos , Fosfatasas de Especificidad Dual/antagonistas & inhibidores , Inhibidores Enzimáticos/farmacología , Algoritmos , Secuencia de Aminoácidos , Sitios de Unión , Fosfatasa 1 de Especificidad Dual/antagonistas & inhibidores , Fosfatasa 1 de Especificidad Dual/química , Fosfatasa 1 de Especificidad Dual/metabolismo , Fosfatasas de Especificidad Dual/química , Fosfatasas de Especificidad Dual/metabolismo , Inhibidores Enzimáticos/química , Modelos Moleculares , Datos de Secuencia Molecular , Conformación Proteica , Relación Estructura-Actividad , Especificidad por Sustrato , Fosfatasas cdc25/antagonistas & inhibidores , Fosfatasas cdc25/química , Fosfatasas cdc25/metabolismo
11.
Expert Opin Investig Drugs ; 23(5): 661-73, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24625356

RESUMEN

INTRODUCTION: Protein tyrosine (Tyr) phosphatases have been implicated in many diseases, most notably in cancer. While there are a significant number of clinically approved inhibitors of protein Tyr kinases, there are no drugs specifically targeting protein Tyr phosphatases in clinical use despite the attractiveness of the molecular target. AREAS COVERED: This review examines the investigational challenges in identifying Tyr phosphatase inhibitors using the oncogenic phosphatase PTP4A3 as a prototype. The article includes a review of the structure, functionality and validation of PTP4A3 as a cancer target. It also provides an evaluation of existing small molecule and antibody inhibitors and provides new computational guidance for potentially more potent small molecule inhibitors. EXPERT OPINION: Tyr phosphatases, like PTP4A3, represent high value but ignored molecular targets for the treatment of cancer and other diseases. Although phosphatases are challenging targets, it seems likely that drug-like inhibitors of this important enzyme family would complement the growing number of protein Tyr kinase inhibitors. Animal models are beginning to provide validation for PTP4A3 as a molecular target for cancer progression and metastasis. The authors posit that greater efforts should be directed towards identifying Tyr phosphatase inhibitors for lead optimization and tool compounds to assist in interrogating and validating phosphatase involvement in physiological and pathological processes.


Asunto(s)
Antineoplásicos/uso terapéutico , Drogas en Investigación/uso terapéutico , Proteínas de Neoplasias/antagonistas & inhibidores , Neoplasias/tratamiento farmacológico , Neoplasias/enzimología , Proteínas Tirosina Fosfatasas/antagonistas & inhibidores , Animales , Antineoplásicos/farmacología , Drogas en Investigación/farmacología , Humanos , Proteínas de Neoplasias/metabolismo , Proteínas Tirosina Fosfatasas/metabolismo
12.
Free Radic Biol Med ; 71: 221-230, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24631490

RESUMEN

Mitochondria have emerged as the major regulatory platform responsible for the coordination of numerous metabolic reactions as well as cell death processes, whereby the execution of intrinsic apoptosis includes the production of reactive oxygen species fueling oxidation of cardiolipin (CL) catalyzed by cytochrome (Cyt) c. As this oxidation occurs within the peroxidase complex of Cyt c with CL, the latter represents a promising target for the discovery and design of drugs with antiapoptotic mechanisms of action. In this work, we designed and synthesized a new group of mitochondria-targeted imidazole-substituted analogs of stearic acid TPP-n-ISAs with various positions of the attached imidazole group on the fatty acid (n = 6, 8, 10, 13, and 14). By using a combination of absorption spectroscopy and EPR protocols (continuous wave electron paramagnetic resonance and electron spin echo envelope modulation) we demonstrated that TPP-n-ISAs indeed were able to potently suppress CL-induced structural rearrangements in Cyt c, paving the way to its peroxidase competence. TPP-n-ISA analogs preserved the low-spin hexa-coordinated heme-iron state in Cyt c/CL complexes whereby TPP-6-ISA displayed a significantly more effective preservation pattern than TPP-14-ISA. Elucidation of these intermolecular stabilization mechanisms of Cyt c identified TPP-6-ISA as an effective inhibitor of the peroxidase function of Cyt c/CL complexes with a significant antiapoptotic potential realized in mouse embryonic cells exposed to ionizing irradiation. These experimental findings were detailed and supported by all-atom molecular dynamics simulations. Based on the experimental data and computation predictions, we identified TPP-6-ISA as a candidate drug with optimized antiapoptotic potency.


Asunto(s)
Citocromos c/antagonistas & inhibidores , Células Madre Embrionarias/efectos de los fármacos , Inhibidores Enzimáticos/farmacología , Peroxidasa/antagonistas & inhibidores , Ácidos Ricinoleicos/química , Ácidos Esteáricos/química , Animales , Apoptosis/efectos de los fármacos , Apoptosis/efectos de la radiación , Cardiolipinas/química , Citocromos c/química , Citocromos c/metabolismo , Diseño de Fármacos , Células Madre Embrionarias/citología , Células Madre Embrionarias/enzimología , Células Madre Embrionarias/efectos de la radiación , Inhibidores Enzimáticos/síntesis química , Rayos gamma , Caballos , Imidazoles/química , Ratones , Mitocondrias Cardíacas/efectos de los fármacos , Mitocondrias Cardíacas/enzimología , Simulación de Dinámica Molecular , Compuestos Organofosforados/química , Peroxidasa/química , Peroxidasa/metabolismo , Fosfatidilcolinas/química , Relación Estructura-Actividad
13.
Exp Biol Med (Maywood) ; 239(9): 1180-1191, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-24764241

RESUMEN

The liver is a heterogeneous organ with many vital functions, including metabolism of pharmaceutical drugs and is highly susceptible to injury from these substances. The etiology of drug-induced liver disease is still debated although generally regarded as a continuum between an activated immune response and hepatocyte metabolic dysfunction, most often resulting from an intermediate reactive metabolite. This debate stems from the fact that current animal and in vitro models provide limited physiologically relevant information, and their shortcomings have resulted in "silent" hepatotoxic drugs being introduced into clinical trials, garnering huge financial losses for drug companies through withdrawals and late stage clinical failures. As we advance our understanding into the molecular processes leading to liver injury, it is increasingly clear that (a) the pathologic lesion is not only due to liver parenchyma but is also due to the interactions between the hepatocytes and the resident liver immune cells, stellate cells, and endothelial cells; and (b) animal models do not reflect the human cell interactions. Therefore, a predictive human, in vitro model must address the interactions between the major human liver cell types and measure key determinants of injury such as the dosage and metabolism of the drug, the stress response, cholestatic effect, and the immune and fibrotic response. In this mini-review, we first discuss the current state of macro-scale in vitro liver culture systems with examples that have been commercialized. We then introduce the paradigm of microfluidic culture systems that aim to mimic the liver with physiologically relevant dimensions, cellular structure, perfusion, and mass transport by taking advantage of micro and nanofabrication technologies. We review the most prominent liver-on-a-chip platforms in terms of their physiological relevance and drug response. We conclude with a commentary on other critical advances such as the deployment of fluorescence-based biosensors to identify relevant toxicity pathways, as well as computational models to create a predictive tool.


Asunto(s)
Técnicas Biosensibles , Evaluación Preclínica de Medicamentos , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Hepatocitos , Hígado , Técnicas Analíticas Microfluídicas , Modelos Biológicos , Animales , Técnicas Biosensibles/instrumentación , Técnicas Biosensibles/métodos , Enfermedad Hepática Inducida por Sustancias y Drogas/metabolismo , Enfermedad Hepática Inducida por Sustancias y Drogas/patología , Evaluación Preclínica de Medicamentos/instrumentación , Evaluación Preclínica de Medicamentos/métodos , Hepatocitos/metabolismo , Hepatocitos/patología , Humanos , Hígado/metabolismo , Hígado/patología , Técnicas Analíticas Microfluídicas/instrumentación , Técnicas Analíticas Microfluídicas/métodos
14.
Stem Cell Res Ther ; 4 Suppl 1: S16, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24565476

RESUMEN

Although the process of drug development requires efficacy and toxicity testing in animals prior to human testing, animal models have limited ability to accurately predict human responses to xenobiotics and other insults. Societal pressures are also focusing on reduction of and, ultimately, replacement of animal testing. However, a variety of in vitro models, explored over the last decade, have not been powerful enough to replace animal models. New initiatives sponsored by several US federal agencies seek to address this problem by funding the development of physiologically relevant human organ models on microscopic chips. The eventual goal is to simulate a human-on-a-chip, by interconnecting the organ models, thereby replacing animal testing in drug discovery and development. As part of this initiative, we aim to build a three-dimensional human liver chip that mimics the acinus, the smallest functional unit of the liver, including its oxygen gradient. Our liver-on-a-chip platform will deliver a microfluidic three-dimensional co-culture environment with stable synthetic and enzymatic function for at least 4 weeks. Sentinel cells that contain fluorescent biosensors will be integrated into the chip to provide multiplexed, real-time readouts of key liver functions and pathology. We are also developing a database to manage experimental data and harness external information to interpret the multimodal data and create a predictive platform.


Asunto(s)
Hepatocitos/citología , Animales , Antifibrinolíticos/toxicidad , Técnicas de Cultivo de Célula , Supervivencia Celular/efectos de los fármacos , Células Endoteliales/citología , Células Endoteliales/efectos de los fármacos , Células Endoteliales/metabolismo , Células Estrelladas Hepáticas/citología , Células Estrelladas Hepáticas/efectos de los fármacos , Células Estrelladas Hepáticas/metabolismo , Hepatocitos/efectos de los fármacos , Hepatocitos/metabolismo , Humanos , Macrófagos del Hígado/citología , Macrófagos del Hígado/efectos de los fármacos , Macrófagos del Hígado/metabolismo , Técnicas Analíticas Microfluídicas/instrumentación , Técnicas Analíticas Microfluídicas/métodos
15.
J Chem Theory Comput ; 8(7): 2435-2447, 2012 Jul 10.
Artículo en Inglés | MEDLINE | ID: mdl-22798729

RESUMEN

Druggability assessment of a target protein has emerged in recent years as an important concept in hit-to-lead optimization. A reliable and physically relevant measure of druggability would allow informed decisions on the risk of investing in a particular target. Here, we define "druggability" as a quantitative estimate of binding sites and affinities for a potential drug acting on a specific protein target. In the present study, we describe a new methodology that successfully predicts the druggability and maximal binding affinity for a series of challenging targets, including those that function through allosteric mechanisms. Two distinguishing features of the methodology are (i) simulation of the binding dynamics of a diversity of probe molecules selected on the basis of an analysis of approved drugs and (ii) identification of druggable sites and estimation of corresponding binding affinities on the basis of an evaluation of the geometry and energetics of bound probe clusters. The use of the methodology for a variety of targets such as murine double mutant-2, protein tyrosine phosphatase 1B (PTP1B), lymphocyte function-associated antigen 1, vertebrate kinesin-5 (Eg5), and p38 mitogen-activated protein kinase provides examples for which the method correctly captures the location and binding affinities of known drugs. It also provides insights into novel druggable sites and the target's structural changes that would accommodate, if not promote and stabilize, drug binding. Notably, the ability to identify high affinity spots even in challenging cases such as PTP1B or Eg5 shows promise as a rational tool for assessing the druggability of protein targets and identifying allosteric or novel sites for drug binding.

16.
Pac Symp Biocomput ; : 181-92, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21121046

RESUMEN

The p38 MAP kinases play a critical role in regulating stress-activated pathways, and serve as molecular targets for controlling inflammatory diseases. Computer-aided efforts for developing p38 inhibitors have been hampered by the necessity to include the enzyme conformational flexibility in ligand docking simulations. A useful strategy in such complicated cases is to perform ensemble-docking provided that a representative set of conformers is available for the target protein either from computations or experiments. We explore here the abilities of two computational approaches, molecular dynamics (MD) simulations and anisotropic network model (ANM) normal mode analysis, for generating potential ligand-bound conformers starting from the apo state of p38, and benchmark them against the space of conformers (or the reference modes of structural changes) inferred from principal component analysis of 134 experimentally resolved p38 kinase structures. ANM-generated conformations are found to provide a significantly better coverage of the inhibitor-bound conformational space observed experimentally, compared to MD simulations performed in explicit water, suggesting that ANM-based sampling of conformations can be advantageously employed as input structural models in docking simulations.


Asunto(s)
Proteínas Quinasas p38 Activadas por Mitógenos/antagonistas & inhibidores , Proteínas Quinasas p38 Activadas por Mitógenos/química , Anisotropía , Apoenzimas/antagonistas & inhibidores , Apoenzimas/química , Apoenzimas/metabolismo , Sitios de Unión , Biología Computacional , Simulación por Computador , Cristalografía por Rayos X , Humanos , Isoenzimas/antagonistas & inhibidores , Isoenzimas/química , Isoenzimas/metabolismo , Ligandos , Modelos Moleculares , Simulación de Dinámica Molecular , Análisis de Componente Principal , Conformación Proteica , Inhibidores de Proteínas Quinasas/química , Agua , Proteínas Quinasas p38 Activadas por Mitógenos/metabolismo
17.
Protein Sci ; 20(10): 1645-58, 2011 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21826755

RESUMEN

Modeling protein flexibility constitutes a major challenge in accurate prediction of protein-ligand and protein-protein interactions in docking simulations. The lack of a reliable method for predicting the conformational changes relevant to substrate binding prevents the productive application of computational docking to proteins that undergo large structural rearrangements. Here, we examine how coarse-grained normal mode analysis has been advantageously applied to modeling protein flexibility associated with ligand binding. First, we highlight recent studies that have shown that there is a close agreement between the large-scale collective motions of proteins predicted by elastic network models and the structural changes experimentally observed upon ligand binding. Then, we discuss studies that have exploited the predicted soft modes in docking simulations. Two general strategies are noted: pregeneration of conformational ensembles that are then utilized as input for standard fixed-backbone docking and protein structure deformation along normal modes concurrent to docking. These studies show that the structural changes apparently "induced" upon ligand binding occur selectively along the soft modes accessible to the protein prior to ligand binding. They further suggest that proteins offer suitable means of accommodating/facilitating the recognition and binding of their ligand, presumably acquired by evolutionary selection of the suitable three-dimensional structure.


Asunto(s)
Simulación de Dinámica Molecular , Proteínas/metabolismo , Animales , Humanos , Ligandos , Modelos Biológicos , Unión Proteica , Conformación Proteica , Proteínas/química
18.
Curr Top Med Chem ; 11(3): 281-90, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21320058

RESUMEN

PUMA (p53 upregulated modulator of apoptosis) is a Bcl-2 homology 3 (BH3)-only Bcl-2 family member and a key mediator of apoptosis induced by a wide variety of stimuli. PUMA is particularly important in initiating radiation-induced apoptosis and damage in the gastrointestinal and hematopoietic systems. Unlike most BH3-only proteins, PUMA neutralizes all five known antiapoptotic Bcl-2 members though high affinity interactions with its BH3 domain to initiate mitochondria-dependent cell death. Using structural data on the conserved interactions of PUMA with Bcl-2-like proteins, we developed a pharmacophore model that mimics these interactions. In silico screening of the ZINC 8.0 database with this pharmacophore model yielded 142 compounds that could potentially disrupt these interactions. Thirteen structurally diverse compounds with favorable in silico ADME/Toxicity profiles have been retrieved from this set. Extensive testing of these compounds using cell-based and cell-free systems identified lead compounds that confer considerable protection against PUMA-dependent and radiation-induced apoptosis, and inhibit the interaction between PUMA and Bcl-xL.


Asunto(s)
Proteínas Reguladoras de la Apoptosis/antagonistas & inhibidores , Apoptosis/efectos de los fármacos , Apoptosis/efectos de la radiación , Diseño de Fármacos , Proteínas Proto-Oncogénicas/antagonistas & inhibidores , Protectores contra Radiación/química , Protectores contra Radiación/farmacología , Secuencia de Aminoácidos , Animales , Proteínas Reguladoras de la Apoptosis/química , Proteínas Reguladoras de la Apoptosis/genética , Proteínas Reguladoras de la Apoptosis/metabolismo , Línea Celular Tumoral , Sistema Libre de Células/efectos de los fármacos , Sistema Libre de Células/metabolismo , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/genética , Bases de Datos Factuales , Células Germinativas/citología , Células Germinativas/efectos de los fármacos , Células Germinativas/efectos de la radiación , Células HCT116 , Humanos , Células Progenitoras Linfoides/citología , Células Progenitoras Linfoides/efectos de los fármacos , Células Progenitoras Linfoides/efectos de la radiación , Ratones , Modelos Moleculares , Simulación de Dinámica Molecular , Datos de Secuencia Molecular , Estructura Molecular , Proteína 1 de la Secuencia de Leucemia de Células Mieloides , Unión Proteica/efectos de los fármacos , Unión Proteica/fisiología , Dominios y Motivos de Interacción de Proteínas/fisiología , Proteínas Proto-Oncogénicas/química , Proteínas Proto-Oncogénicas/genética , Proteínas Proto-Oncogénicas/metabolismo , Proteínas Proto-Oncogénicas c-bcl-2/química , Proteínas Proto-Oncogénicas c-bcl-2/metabolismo , Transfección , Proteína bcl-X/genética , Proteína bcl-X/metabolismo
19.
J Pharmacol Exp Ther ; 322(3): 940-7, 2007 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-17538006

RESUMEN

Mitogen-activated protein kinase phosphatase 1 (MKP-1) is a tyrosine phosphatase superfamily member that dephosphorylates and inactivates cardinal mitogen-activated protein kinase (MAPK) substrates, such as p38, c-Jun NH(2)-terminal kinase, and extracellular signal-regulated kinase. Although these MAPK substrates regulate many essential cellular processes associated with human diseases, few pharmacological inhibitors have been described. The lack of readily available selective MKP-1 inhibitors has severely limited interrogation of its biological role and was one rationale for using a recently described tricyclic pyrrole-2-carboxamide library in our screening efforts. In this report we demonstrate the pharmacological richness of the pyrrole carboxamide library by the finding that 10 of 172 members inhibited human MKP-1. Two of the pyrrole carboxamides, PSI2106 and MDF2085, were especially notable in vitro inhibitors of recombinant human MKP-1 enzyme activity with IC(50) values of 8.0 +/- 0.9 and 8.3 +/- 0.8 microM, respectively. Both showed some selectivity for MKP-1 over the closely related phosphatases MKP-3, Cdc25B, VHR, and PTP1B. Computational examination of the surface properties near the catalytic site revealed that the phosphatases studied differ significantly in their electrostatic potential at the substrate binding site. The compounds inhibited MKP-1 reversibly but displayed mixed kinetics. Phosphatase inhibition was retained in the presence of physiologically relevant concentrations of glutathione. Molecular docking studies suggested that PSI2106 may interact with His(229) and Phe(299) on MKP-1. These results reveal the power of using a small focused library for identifying pharmacological probes.


Asunto(s)
Proteínas de Ciclo Celular/antagonistas & inhibidores , Inhibidores Enzimáticos/química , Proteínas Inmediatas-Precoces/antagonistas & inhibidores , Fosfoproteínas Fosfatasas/antagonistas & inhibidores , Prolina/análogos & derivados , Proteínas Tirosina Fosfatasas/antagonistas & inhibidores , Amidas , Técnicas Químicas Combinatorias , Fosfatasa 1 de Especificidad Dual , Humanos , Proteínas Quinasas Activadas por Mitógenos , Estructura Molecular , Prolina/química , Prolina/farmacología , Proteína Fosfatasa 1 , Relación Estructura-Actividad
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