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1.
Org Lett ; 26(8): 1533-1538, 2024 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-38363757

RESUMEN

A highly enantioselective organocatalytic aza-Michael addition of 4-nitro-pyrazole to ethyl (E)-2,2-difluoro-5-oxopent-3-enoate has been developed. This reaction enabled a concise, four-step, stereoselective synthesis of highly functionalized 3,3-difluoro-4-pyrazolo-piperidine GSK3901383A, a key intermediate for the synthesis of a leucine-rich repeat kinase 2 inhibitor API. Computational analysis provided insight into the steric requirements of the catalytic system, enabling rational selection of a highly selective catalyst.

2.
Org Lett ; 26(14): 2857-2861, 2024 Apr 12.
Artículo en Inglés | MEDLINE | ID: mdl-38198695

RESUMEN

The C-aryl-tetrahydropyran motif is prevalent in nature in a number of natural products with biological activity; however, this challenging architecture still requires novel synthetic approaches. We demonstrate the application of a stereoselective Heck redox-relay strategy for the synthesis of functionalized 2,6-trans-tetrahydropyrans in excellent selectivity in a single step from an enantiopure dihydropyranyl alcohol, proceeding through a novel exo-cyclic migration. The strategy has also been applied to the total synthesis of a trans-epimer of the natural product centrolobine in excellent yield and stereoselectivity.

4.
Br J Cancer ; 121(10): 827-836, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31611612

RESUMEN

BACKGROUND: Guidelines remain unclear over whether patients with early stage oral cancer without overt neck disease benefit from upfront elective neck dissection (END), particularly those with the smallest tumours. METHODS: We conducted a randomised trial of patients with stage T1/T2 N0 disease, who had their mouth tumour resected either with or without END. Data were also collected from a concurrent cohort of patients who had their preferred surgery. Endpoints included overall survival (OS) and disease-free survival (DFS). We conducted a meta-analysis of all six randomised trials. RESULTS: Two hundred fifty randomised and 346 observational cohort patients were studied (27 hospitals). Occult neck disease was found in 19.1% (T1) and 34.7% (T2) patients respectively. Five-year intention-to-treat hazard ratios (HR) were: OS HR = 0.71 (p = 0.18), and DFS HR = 0.66 (p = 0.04). Corresponding per-protocol results were: OS HR = 0.59 (p = 0.054), and DFS HR = 0.56 (p = 0.007). END was effective for small tumours. END patients experienced more facial/neck nerve damage; QoL was largely unaffected. The observational cohort supported the randomised findings. The meta-analysis produced HR OS 0.64 and DFS 0.54 (p < 0.001). CONCLUSION: SEND and the cumulative evidence show that within a generalisable setting oral cancer patients who have an upfront END have a lower risk of death/recurrence, even with small tumours. CLINICAL TRIAL REGISTRATION: NIHR UK Clinical Research Network database ID number: UKCRN 2069 (registered on 17/02/2006), ISCRTN number: 65018995, ClinicalTrials.gov Identifier: NCT00571883.


Asunto(s)
Carcinoma de Células Escamosas/cirugía , Procedimientos Quirúrgicos Electivos/métodos , Neoplasias de la Boca/cirugía , Disección del Cuello/métodos , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Células Escamosas/patología , Estudios de Cohortes , Supervivencia sin Enfermedad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neoplasias de la Boca/epidemiología , Neoplasias de la Boca/patología , Cuello/inervación , Cuello/fisiopatología , Cuello/cirugía , Estadificación de Neoplasias , Ensayos Clínicos Controlados Aleatorios como Asunto , Resultado del Tratamiento
5.
Bioorg Med Chem Lett ; 29(2): 212-215, 2019 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-30522952

RESUMEN

We describe the discovery and optimization of 5-substituted-N-pyridazinylbenzamide derivatives as potent and selective LRRK2 inhibitors. Extensive SAR studies led to the identification of compounds 18 and 23, which demonstrated good in vitro pharmacokinetic profile and excellent selectivity over 140 other kinases. Both compounds demonstrated high unbound fractions in both blood and brain. Compound 18 proved to be brain penetrant, and the high unbound fraction of compound 18 in brain enabled its in vivo efficacy in CNS, wherein a significant inhibition of LRRK2 Ser935 phosphorylation was observed in rat brain following intravenous infusion at 5 mg/kg/h.


Asunto(s)
Benzamidas/farmacología , Encéfalo/efectos de los fármacos , Proteína 2 Quinasa Serina-Treonina Rica en Repeticiones de Leucina/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/farmacología , Piridazinas/farmacología , Benzamidas/síntesis química , Benzamidas/química , Encéfalo/metabolismo , Relación Dosis-Respuesta a Droga , Proteína 2 Quinasa Serina-Treonina Rica en Repeticiones de Leucina/metabolismo , Estructura Molecular , Inhibidores de Proteínas Quinasas/síntesis química , Inhibidores de Proteínas Quinasas/química , Piridazinas/síntesis química , Piridazinas/química , Relación Estructura-Actividad
6.
J Chem Phys ; 148(24): 241744, 2018 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-29960328

RESUMEN

Simulation and data analysis have evolved into powerful methods for discovering and understanding molecular modes of action and designing new compounds to exploit these modes. The combination provides a strong impetus to create and exploit new tools and techniques at the interfaces between physics, biology, and data science as a pathway to new scientific insight and accelerated discovery. In this context, we explore the rational design of novel antimicrobial peptides (short protein sequences exhibiting broad activity against multiple species of bacteria). We show how datasets can be harvested to reveal features which inform new design concepts. We introduce new analysis and visualization tools: a graphical representation of the k-mer spectrum as a fundamental property encoded in antimicrobial peptide databases and a data-driven representation to illustrate membrane binding and permeation of helical peptides.


Asunto(s)
Antibacterianos/química , Péptidos Catiónicos Antimicrobianos/química , Minería de Datos , Bases de Datos de Proteínas , Membranas/química , Disciplinas de las Ciencias Naturales , Bacterias/metabolismo , Descubrimiento de Drogas , Membranas/metabolismo
7.
Bioorg Med Chem Lett ; 28(9): 1615-1620, 2018 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-29588215

RESUMEN

Inhibition of LRRK2 kinase activity with small molecules has emerged as a potential novel therapeutic treatment for Parkinson's disease. Herein we disclose the discovery of a 4-ethoxy-7H-pyrrolo[2,3-d]pyrimidin-2-amine series as potent LRRK2 inhibitors identified through a kinase-focused set screening. Optimization of the physicochemical properties and kinase selectivity led to the discovery of compound 7, which exhibited potent in vitro inhibition of LRRK2 kinase activity, good physicochemical properties and kinase selectivity across the kinome. Moreover, compound 7 was able to penetrate into the CNS, and in vivo pharmacology studies revealed significant inhibition of Ser935 phosphorylation in the brain of both rats (30 and 100 mg/kg) and mice (45 mg/kg) following oral administration.


Asunto(s)
Descubrimiento de Drogas , Proteína 2 Quinasa Serina-Treonina Rica en Repeticiones de Leucina/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/farmacología , Pirimidinas/farmacología , Administración Oral , Animales , Disponibilidad Biológica , Encéfalo/efectos de los fármacos , Encéfalo/metabolismo , Relación Dosis-Respuesta a Droga , Humanos , Proteína 2 Quinasa Serina-Treonina Rica en Repeticiones de Leucina/metabolismo , Ratones , Estructura Molecular , Fosforilación/efectos de los fármacos , Inhibidores de Proteínas Quinasas/administración & dosificación , Inhibidores de Proteínas Quinasas/química , Pirimidinas/química , Ratas , Serina/antagonistas & inhibidores , Serina/metabolismo , Relación Estructura-Actividad
8.
Bioorg Med Chem Lett ; 27(17): 4034-4038, 2017 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-28774425

RESUMEN

Leucine-rich repeat kinase 2 (LRRK2) has been suggested as a potential therapeutic target for Parkinson's disease. Herein we report the discovery of 5-substituent-N-arylbenzamide derivatives as novel LRRK2 inhibitors. Extensive SAR study led to the discovery of compounds 8e, which demonstrated potent LRRK2 inhibition activity, high selectivity across the kinome, good brain exposure, and high oral bioavailability.


Asunto(s)
Benzamidas/farmacología , Descubrimiento de Drogas , Proteína 2 Quinasa Serina-Treonina Rica en Repeticiones de Leucina/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/farmacología , Administración Oral , Benzamidas/administración & dosificación , Benzamidas/química , Relación Dosis-Respuesta a Droga , Humanos , Proteína 2 Quinasa Serina-Treonina Rica en Repeticiones de Leucina/metabolismo , Estructura Molecular , Inhibidores de Proteínas Quinasas/administración & dosificación , Inhibidores de Proteínas Quinasas/química , Relación Estructura-Actividad
9.
ACS Nano ; 11(8): 7901-7914, 2017 08 22.
Artículo en Inglés | MEDLINE | ID: mdl-28686416

RESUMEN

An ability to organize and encapsulate multiple active proteins into defined objects and spaces at the nanoscale has potential applications in biotechnology, nanotechnology, and synthetic biology. Previously, we have described the design, assembly, and characterization of peptide-based self-assembled cages (SAGEs). These ≈100 nm particles comprise thousands of copies of de novo designed peptide-based hubs that array into a hexagonal network and close to give caged structures. Here, we show that, when fused to the designed peptides, various natural proteins can be co-assembled into SAGE particles. We call these constructs pSAGE for protein-SAGE. These particles tolerate the incorporation of multiple copies of folded proteins fused to either the N or the C termini of the hubs, which modeling indicates form the external and internal surfaces of the particles, respectively. Up to 15% of the hubs can be functionalized without compromising the integrity of the pSAGEs. This corresponds to hundreds of copies giving mM local concentrations of protein in the particles. Moreover, and illustrating the modularity of the SAGE system, we show that multiple different proteins can be assembled simultaneously into the same particle. As the peptide-protein fusions are made via recombinant expression of synthetic genes, we envisage that pSAGE systems could be developed modularly to actively encapsulate or to present a wide variety of functional proteins, allowing them to be developed as nanoreactors through the immobilization of enzyme cascades or as vehicles for presenting whole antigenic proteins as synthetic vaccine platforms.


Asunto(s)
Péptidos/química , Proteínas/química , Biología Sintética/métodos , Biotecnología , Nanotecnología/métodos , Pliegue de Proteína
10.
Curr Top Med Chem ; 17(23): 2599-2616, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28460610

RESUMEN

Over the last decade, a number of computational methods have been developed, which attempt to evaluate the thermodynamic properties of individual water molecules at the solute-solvent interface, in order to assess contributions to protein-ligand binding. In some cases, these tools tell us what we already know, e.g. that hydrophobic pockets prefer lipophilic substituents, and in other cases the methods only seem to add clarity when retrospectively applied. Hence we have grappled with how to utilize such approaches to understand non-intuitive results and to generate chemistry ideas that otherwise would not have been developed. Here we provide our perspective on these methods and describe how results have been interpreted and applied. We include examples from GSK and elsewhere that highlight how water methods have been (1) utilized retrospectively to explain non-intuitive structure- activity relationships and (2) applied prospectively for chemistry design. Finally, we discuss where this field of study could lead to maximal impact in drug discovery research.


Asunto(s)
Diseño de Fármacos , Agua/química , Ligandos , Estructura Molecular , Proteínas/química , Termodinámica
11.
Acta Crystallogr D Struct Biol ; 73(Pt 2): 131-140, 2017 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-28177309

RESUMEN

There are more H atoms than any other type of atom in an X-ray crystal structure of a protein-ligand complex, but as H atoms only have one electron they diffract X-rays weakly and are `hard to see'. The positions of many H atoms can be inferred by our chemical knowledge, and such H atoms can be added with confidence in `riding positions'. For some chemical groups, however, there is more ambiguity over the possible hydrogen placements, for example hydroxyls and groups that can exist in multiple protonation states or tautomeric forms. This ambiguity is far from rare, since about 25% of drugs have more than one tautomeric form. This paper focuses on the most common, `prototropic', tautomers, which are isomers that readily interconvert by the exchange of an H atom accompanied by the switch of a single and an adjacent double bond. Hydrogen-exchange rates and different protonation states of compounds (e.g. buffers) are also briefly discussed. The difference in heavy (non-H) atom positions between two tautomers can be small, and careful refinement of all possible tautomers may single out the likely bound ligand tautomer. Experimental methods to determine H-atom positions, such as neutron crystallography, are often technically challenging. Therefore, chemical knowledge and computational approaches are frequently used in conjugation with experimental data to deduce the bound tautomer state. Proton movement is a key feature of many enzymatic reactions, so understanding the orchestration of hydrogen/proton motion is of critical importance to biological chemistry. For example, structural studies have suggested that, just as a chemist may use heat, some enzymes use directional movement to protonate specific O atoms on phosphates to catalyse phosphotransferase reactions. To inhibit `wriggly' enzymes that use movement to effect catalysis, it may be advantageous to have inhibitors that can maintain favourable contacts by adopting different tautomers as the enzyme `wriggles'.


Asunto(s)
Cristalografía por Rayos X/métodos , ADN/química , Hidrógeno/química , Proteínas/química , Protones , Bibliotecas de Moléculas Pequeñas/química , Cristalización/métodos , ADN-Topoisomerasas de Tipo II/química , Isomerismo , Ligandos , Modelos Moleculares , Conformación Proteica , Saccharomyces cerevisiae/química , Proteínas de Saccharomyces cerevisiae/química
12.
ACS Omega ; 2(9): 5737-5747, 2017 Sep 30.
Artículo en Inglés | MEDLINE | ID: mdl-30023751

RESUMEN

Aldose reductase is the first enzyme of the polyol pathway in which glucose is converted to fructose via sorbitol. The understanding of this key enzyme is important as it has been linked to some diabetes mellitus complications. The mechanism of the enzyme was investigated using a hybrid quantum mechanics/molecular mechanics (QM/MM) method. It was found that depending on the protonation state of His110 the mechanism can be concerted or stepwise and the proton donor can be either Tyr48 or His110. These findings are different from the previous theoretical studies based on QM/MM calculations using either AM1 or HF/4-31G, in which the reduction is, respectively, a stepwise or one-step process. The QM/MM energy barriers for the reduction of d-glyceraldehyde were evaluated at a B3LYP/6-31G* level for both HIP and HIE protonation states of His110. These were, respectively, 6.5 ± 2.2 and 16.7 ± 1.0 kcal/mol, which makes only the HIE protonation state consistent with the experimental value of 14.8 kcal/mol derived from kinetics experiments and makes Tyr48 the most probable proton donor.

13.
Mol Pharmacol ; 90(2): 65-79, 2016 08.
Artículo en Inglés | MEDLINE | ID: mdl-27193581

RESUMEN

Cystic fibrosis (CF) is a major lethal genetic disease caused by mutations in the CF transmembrane conductance regulator gene (CFTR). This encodes a chloride ion channel on the apical surface of epithelial cells. The most common mutation in CFTR (F508del-CFTR) generates a protein that is misfolded and retained in the endoplasmic reticulum. Identifying small molecules that correct this CFTR trafficking defect is a promising approach in CF therapy. However, to date only modest efficacy has been reported for correctors in clinical trials. We identified the marine sponge metabolite latonduine as a corrector. We have now developed a series of latonduine derivatives that are more potent F508del-CFTR correctors with one (MCG315 [2,3-dihydro-1H-2-benzazepin-1-one]) having 10-fold increased corrector activity and an EC50 of 72.25 nM. We show that the latonduine analogs inhibit poly-ADP ribose polymerase (PARP) isozymes 1, 3, and 16. Further our molecular modeling studies point to the latonduine analogs binding to the PARP nicotinamide-binding domain. We established the relationship between the ability of the latonduine analogs to inhibit PARP-16 and their ability to correct F508del-CFTR trafficking. We show that latonduine can inhibit both PARP-3 and -16 and that this is necessary for CFTR correction. We demonstrate that latonduine triggers correction by regulating the activity of the unfolded protein response activator inositol-requiring enzyme (IRE-1) via modulation of the level of its ribosylation by PARP-16. These results establish latonduines novel site of action as well as its proteostatic mechanism of action.


Asunto(s)
Proteínas de Ciclo Celular/metabolismo , Regulador de Conductancia de Transmembrana de Fibrosis Quística/metabolismo , Compuestos Heterocíclicos con 3 Anillos/farmacología , Poli(ADP-Ribosa) Polimerasas/metabolismo , Adenosina Difosfato Ribosa/metabolismo , Animales , Proteínas de Ciclo Celular/química , Línea Celular , Endorribonucleasas/metabolismo , Técnicas de Silenciamiento del Gen , Glicoproteínas/metabolismo , Compuestos Heterocíclicos con 3 Anillos/química , Humanos , Modelos Moleculares , Inhibidores de Poli(ADP-Ribosa) Polimerasas/química , Inhibidores de Poli(ADP-Ribosa) Polimerasas/farmacología , Poli(ADP-Ribosa) Polimerasas/química , Transporte de Proteínas/efectos de los fármacos , ARN Interferente Pequeño/metabolismo , Respuesta de Proteína Desplegada/efectos de los fármacos
14.
J Biomol Screen ; 21(2): 145-55, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26403521

RESUMEN

LRRK2 is a large multidomain protein containing two functional enzymatic domains: a GTPase domain and a protein kinase domain. Dominant coding mutations in the LRRK2 protein are associated with Parkinson's disease (PD). Among such pathogenic mutations, Gly2019Ser mutation in the LRRK2 kinase domain is the most frequent cause of familial PD in Caucasians and is also found in some apparently sporadic PD cases. This mutation results in 2- to 3-fold elevated LRRK2 kinase activity compared with wild type, providing a clear clinical hypothesis for the application of kinase inhibitors in the treatment of this disease. To date, reported screening assays for LRRK2 have been based on detection of labeled adenosine triphosphate and adenosine diphosphate or on antibody-based detection of phosphorylation events. While these assays do offer a high-throughput method of monitoring LRRK2 kinase activity, they are prone to interference from autofluorescent compounds and nonspecific events. Here we describe a label-free assay for LRRK2 kinase activity using the RapidFire mass spectrometry system. This assay format was found to be highly robust and enabled a screen of 100,000 lead-like small molecules. The assay successfully identified a number of known LRRK2 chemotypes that met stringent physicochemical criteria.


Asunto(s)
Enfermedad de Parkinson/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/química , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Animales , Línea Celular , ADN Complementario/genética , GTP Fosfohidrolasas/metabolismo , Ensayos Analíticos de Alto Rendimiento/métodos , Humanos , Proteína 2 Quinasa Serina-Treonina Rica en Repeticiones de Leucina , Espectrometría de Masas/métodos , Mutación/genética , Fosforilación/genética , Estructura Terciaria de Proteína/genética , Células Sf9
15.
Cryst Growth Des ; 14(4): 2034-2047, 2014 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-24803849

RESUMEN

The lipidic mesophase or in meso method for crystallizing membrane proteins has several high profile targets to its credit and is growing in popularity. Despite its success, the method is in its infancy as far as rational crystallogenesis is concerned. Consequently, significant time, effort, and resources are still required to generate structure-grade crystals, especially with a new target type. Therefore, a need exists for crystallogenesis protocols that are effective with a broad range of membrane protein types. Recently, a strategy for crystallizing a prokaryotic α-helical membrane protein, diacylglycerol kinase (DgkA), by the in meso method was reported (Cryst. Growth. Des.2013, 14, 2846-2857). Here, we describe its application to the human α-helical microsomal prostaglandin E2 synthase 1 (mPGES1). While the DgkA strategy proved useful, significant modifications were needed to generate structure-quality crystals of this important therapeutic target. These included protein engineering, using an additive phospholipid in the hosting mesophase, performing multiple rounds of salt screening, and carrying out trials at 4 °C in the presence of a tight binding ligand. The crystallization strategy detailed here should prove useful for generating structures of other integral membrane proteins by the in meso method.

16.
J Biomol Screen ; 17(5): 641-50, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22337655

RESUMEN

Microsomal prostaglandin E synthase-1 (mPGES-1) represents an attractive target for the treatment of rheumatoid arthritis and pain, being upregulated in response to inflammatory stimuli. Biochemical assays for prostaglandin E synthase activity are complicated by the instability of the substrate (PGH(2)) and the challenge of detection of the product (PGE(2)). A coupled fluorescent assay is described for mPGES-1 where PGH(2) is generated in situ using the action of cyclooxygenase 2 (Cox-2) on arachidonic acid. PGE(2) is detected by coupling through 15-prostaglandin dehydrogenase (15-PGDH) and diaphorase. The overall coupled reaction was miniaturized to 1536-well plates and validated for high-throughput screening. For compound progression, a novel high-throughput mass spectrometry assay was developed using the RapidFire platform. The assay employs the same in situ substrate generation step as the fluorescent assay, after which both PGE(2) and a reduced form of the unreacted substrate were detected by mass spectrometry. Pharmacology and assay quality were comparable between both assays, but the mass spectrometry assay was shown to be less susceptible to interference and false positives. Exploiting the throughput of the fluorescent assay and the label-free, direct detection of the RapidFire has proved to be a powerful lead discovery strategy for this challenging target.


Asunto(s)
Inhibidores Enzimáticos/farmacología , Colorantes Fluorescentes/química , Ensayos Analíticos de Alto Rendimiento/métodos , Oxidorreductasas Intramoleculares/antagonistas & inhibidores , Espectrometría de Masas/métodos , Ciclooxigenasa 2/metabolismo , Relación Dosis-Respuesta a Droga , Descubrimiento de Drogas/métodos , Colorantes Fluorescentes/metabolismo , Humanos , Concentración 50 Inhibidora , Oxidorreductasas Intramoleculares/metabolismo , Prostaglandina-E Sintasas
17.
Bioorg Med Chem Lett ; 20(12): 3550-6, 2010 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-20493689

RESUMEN

We have designed and synthesized a novel series of alpha-amino cyclic boronates and incorporated them successfully in several acyclic templates at the P1 position. These compounds are inhibitors of the HCV NS3 serine protease, and structural studies show that they inhibit the NS3 protease by trapping the Ser-139 hydroxyl group in the active site. Synthetic methodologies and SARs of this series of compounds are described.


Asunto(s)
Ácidos Borónicos/síntesis química , Hepacivirus/efectos de los fármacos , Proteínas no Estructurales Virales/antagonistas & inhibidores , Ácidos Borónicos/farmacología , Ácidos Borónicos/uso terapéutico , Dominio Catalítico , Diseño de Fármacos , Hepacivirus/enzimología , Estructura Molecular , Serina/química , Relación Estructura-Actividad
18.
J Phys Chem B ; 113(16): 5508-19, 2009 Apr 23.
Artículo en Inglés | MEDLINE | ID: mdl-19368411

RESUMEN

One of the factors preventing the general application of free energy methods in rational drug design remains the lack of sufficient computational resources. Many nonequilibrium (NE) free energy methods, however, are easily made embarrassingly parallel in comparison to equilibrium methods and may be conveniently run on desktop computers using distributed computing software. In recent years, there has been a proliferation of NE methods, but the general applicability of these approaches has not been determined. In this study, a subset including only those NE methods which are easily parallelised were considered for examination, with a view to their application to the prediction of protein-ligand binding affinities. A number of test systems were examined, including harmonic oscillator (HO) systems and the calculation of relative free energies of hydration of water-methane. The latter system uses identical potentials to the protein ligand case and is therefore an appropriate model system on which methods may be tested. As well as investigating existing protocols, a replica exchange NE approach was developed, which was found to offer advantages over conventional methods. It was found that Rosenbluth-based approaches to optimizing the NE work values used in NE free energy estimates were not consistent in the improvements in accuracy achieved and that, given their computational cost, the simple approach of taking each work value in an unbiased way is to be preferred. Of the two free energy estimators examined, Bennett's acceptance ratio was the most consistent and is, therefore, to be preferred over the Jarzynski estimator. The recommended protocols may be run very efficiently within a distributed computing environment and are of similar accuracy and precision to equilibrium free energy methods.


Asunto(s)
Termodinámica , Simulación por Computador , Ligandos , Metano/química , Oscilometría , Proteínas/química , Agua/química
19.
J Phys Chem B ; 112(47): 14985-92, 2008 Nov 27.
Artículo en Inglés | MEDLINE | ID: mdl-18973369

RESUMEN

Nonequilibrium (NE) free energy methods are embarrassingly parallel and may be very conveniently run on desktop computers using distributed computing software. In recent years there has been a proliferation of NE methods, but these approaches have barely, if at all, been used in the context of calculating protein-ligand binding free energies. In a recent study by these authors, different combinations of NE methods with various test systems were compared and protocols identified which yielded results as accurate as replica exchange thermodynamic integration (RETI). The NE approaches, however, lend themselves to extensive parallelization through the use of distributed computing. Here the best performing of those NE protocols, a replica exchange method using Bennett's acceptance ratio as the free energy estimator (RENE), is applied to two sets of congeneric inhibitors bound to neuraminidase and cyclooxygenase-2. These protein-ligand systems were originally studied with RETI, giving results to which NE and RENE simulations are compared. These NE calculations were carried out on a large, highly distributed group of low-performance desktop computers which are part of a Condor pool. RENE was found to produce results of a predictive quality at least as good as RETI in less than half the wall clock time. However, non-RE NE results were found to be far less predictive. In addition, the RENE method successfully identified a localized region of rapidly changing free energy gradients without the need for prior investigation. These results suggest that the RENE protocol is appropriate for use in the context of predicting protein-ligand binding free energies and that it can offer advantages over conventional, equilibrium approaches.


Asunto(s)
Proteínas/metabolismo , Ligandos , Neuraminidasa/metabolismo , Termodinámica
20.
J Chem Theory Comput ; 1(1): 24-35, 2005 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26641112

RESUMEN

Reversible Digitally Filtered Molecular Dynamics (RDFMD) is a method of amplifying or suppressing motions in a molecular dynamics simulation, through the application of a digital filter to the simulation velocities. RDFMD and its derivatives have been previously used to promote conformational motions in liquid-phase butane, the Syrian hamster prion protein, alanine dipeptide, and the pentapeptide, YPGDV. The RDFMD method has associated with it a number of parameters that require specification to optimize the desired response. In this paper methods for the systematic analysis of these parameters are presented and applied to YPGDV with the specific emphasis of ensuring a gentle and progressive method that produces maximum conformation change from the energy put into the system. The portability of the new parameter set is then shown with an application to the M20 loop of E-coli dihydrofolate reductase. A conformational change is induced from a closed to an open structure similar to that seen in the DHFR-NADP(+) complex.

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