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1.
Pharm Res ; 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38955997

ABSTRACT

PURPOSE: Polysorbates are among the most used surfactants in biopharmaceutical products containing proteins. Our work aims to develop a high-throughput fluorometric assay to further diversify the analytical toolbox for quantification of PSs. METHOD: The assay leverages the micelle activated fluorescence signal from N-Phenyl-1-Naphthylamine (NPN). The development and optimization of assay parameters were guided by the pre-defined analytical target profile. Furthermore, NMR was used to probe the interaction between protein, PS80 and NPN in the measurement system and understand protein interference. RESULTS: All assay parameters including excitation and emission wavelengths, standard curve, NPN concentration, and incubation time have been optimized and adapted to a microplate format, making it compatible with automated solutions that will be pursued in the near future to drive consistency and efficiency in our workflows. The specificity, accuracy, and precision of the assay have been demonstrated through a case study. Furthermore, NMR results provided additional insight into the change of the interaction dynamics between PS80 and NPN as the protein concentration increases. The results indicate minimal interaction between the protein and PS80 at lower concentration. However, when the concentration exceeds 75 mg/mL, there is a significant interaction between the protein and PS-80 micelle and monomer. CONCLUSION: A high-throughput fluorometric assay has been developed for quantification of polysorbates in biopharmaceutical samples including in-process samples, drug substance and drug product. The assay reported herein could serve as a powerful analytical tool for polysorbate quantification and control, complementing the widely used liquid chromatography with charged aerosol detection method.

2.
J Biol Chem ; 298(9): 102284, 2022 09.
Article in English | MEDLINE | ID: mdl-35868561

ABSTRACT

cGMP-dependent protein kinase (PKG) represents a compelling drug target for treatment of cardiovascular diseases. PKG1 is the major effector of beneficial cGMP signaling which is involved in smooth muscle relaxation and vascular tone, inhibition of platelet aggregation and signaling that leads to cardioprotection. In this study, a novel piperidine series of activators previously identified from an ultrahigh-throughput screen were validated to directly bind partially activated PKG1α and subsequently enhance its kinase activity in a concentration-dependent manner. Compounds from initial optimization efforts showed an ability to activate PKG1α independent of the endogenous activator, cGMP. We demonstrate these small molecule activators mimic the effect of cGMP on the kinetic parameters of PKG1α by positively modulating the KM of the peptide substrate and negatively modulating the apparent KM for ATP with increase in catalytic efficiency, kcat. In addition, these compounds also allosterically modulate the binding affinity of cGMP for PKG1α by increasing the affinity of cGMP for the high-affinity binding site (CNB-A) and decreasing the affinity of cGMP for the low-affinity binding site (CNB-B). We show the mode of action of these activators involves binding to an allosteric site within the regulatory domain, near the CNB-B binding site. To the best of our knowledge, these are the first reported non-cGMP mimetic small molecules shown to directly activate PKG1α. Insights into the mechanism of action of these compounds will enable future development of cardioprotective compounds that function through novel modes of action for the treatment of cardiovascular diseases.


Subject(s)
Cardiovascular Diseases , Cyclic GMP-Dependent Protein Kinase Type I , Cyclic GMP , Piperidines , Adenosine Triphosphate/metabolism , Allosteric Regulation/drug effects , Allosteric Site/drug effects , Cardiovascular Diseases/drug therapy , Cardiovascular Diseases/enzymology , Cyclic GMP/metabolism , Cyclic GMP-Dependent Protein Kinase Type I/metabolism , Humans , Piperidines/pharmacology , Piperidines/therapeutic use , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology
3.
Biotechnol Bioeng ; 2023 May 18.
Article in English | MEDLINE | ID: mdl-37200159

ABSTRACT

Advancement in all disciplines (art, science, education, and engineering) requires a careful balance of disruption and advancement of classical techniques. Often technologies are created with a limited understanding of fundamental principles and are prematurely abandoned. Over time, knowledge improves, new opportunities are identified, and technology is reassessed in a different light leading to a renaissance. Recovery of biological products is currently experiencing such a renaissance. Crystallization is one example of an elegant and ancient technology that has been applied in many fields and was employed to purify insulins from naturally occurring sources. Crystallization can also be utilized to determine protein structures. However, a multitude of parameters can impact protein crystallization and the "hit rate" for identifying protein crystals is relatively low, so much so that the development of a crystallization process is often viewed as a combination of art and science even today. Supplying the worldwide requirement for insulin (and associated variants) requires significant advances in process intensification to support scale of production and to minimize the overall cost to enable broader access. Expanding beyond insulin, the increasing complexity and diversity of biologics agents challenge the current purification methodologies. To harness the full potential of biologics, there is a need to fully explore a broader range of purification technologies, including nonchromatographic approaches. This impetus requires one to challenge and revisit the classical techniques including crystallization, chromatography, and filtration from a different vantage point and with a new set of tools, including molecular modeling. Fortunately, computational biophysics tools now exist to provide insights into mechanisms of protein/ligand interactions and molecular assembly processes (including crystallization) that can be used to support de novo process development. For example, specific regions or motifs of insulins and ligands can be identified and used as targets to support crystallization or purification development. Although the modeling tools have been developed and validated for insulin systems, the same tools can be applied to more complex modalities and to other areas including formulation, where the issue of aggregation and concentration-dependent oligomerization could be mechanistically modeled. This paper will illustrate a case study juxtaposing historical approaches to insulin downstream processes to a recent production process highlighting the application and evolution of technologies. Insulin production from Escherichia coli via inclusion bodies is an elegant example since it incorporates virtually all the unit operations associated with protein production-recovery of cells, lysis, solubilization, refolding, purification, and crystallization. The case study will include an example of an innovative application of existing membrane technology to combine three-unit operations into one, significantly reducing solids handling and buffer consumption. Ironically, a new separations technology was developed over the course of the case study that could further simplify and intensify the downstream process, emphasizing and highlighting the ever-accelerating pace of innovation in downstream processing. Molecular biophysics modeling was also employed to enhance the mechanistic understanding of the crystallization and purification processes.

4.
Chembiochem ; 23(6): e202100570, 2022 03 18.
Article in English | MEDLINE | ID: mdl-35104390

ABSTRACT

We present an automated NMR-guided docking workflow that can be used to generate models of protein-ligand complexes based on data from NOE NMR experiments. The first step is to generate a number of intermolecular distance constraints from experimental NOE data. Then, the ligand is docked on an ensemble of receptor structures to account for protein flexibility, and multiple poses are generated. Finally, we use the NOE-based constraints to filter and score docking poses based on the percentage of NOE constraints that are consistent with protein-ligand interatomic distances. This workflow was successfully used during a lead optimization project to generate models of synthetic protein-protein interaction (PPI) inhibitors bound to the HDM2 protein.


Subject(s)
Proteins , Binding Sites , Ligands , Magnetic Resonance Spectroscopy , Models, Molecular , Protein Binding , Protein Conformation , Proteins/chemistry
5.
Biotechnol Bioeng ; 118(2): 809-822, 2021 02.
Article in English | MEDLINE | ID: mdl-33107976

ABSTRACT

In this study, the binding of multimodal chromatographic ligands to the IgG1 FC domain were studied using nuclear magnetic resonance and molecular dynamics simulations. Nuclear magnetic resonance experiments carried out with chromatographic ligands and a perdeuterated 15 N-labeled FC domain indicated that while single-mode ion exchange ligands interacted very weakly throughout the FC surface, multimodal ligands containing negatively charged and aromatic moieties interacted with specific clusters of residues with relatively high affinity, forming distinct binding regions on the FC . The multimodal ligand-binding sites on the FC were concentrated in the hinge region and near the interface of the CH 2 and CH 3 domains. Furthermore, the multimodal binding sites were primarily composed of positively charged, polar, and aliphatic residues in these regions, with histidine residues exhibiting some of the strongest binding affinities with the multimodal ligand. Interestingly, comparison of protein surface property data with ligand interaction sites indicated that the patch analysis on FC corroborated molecular-level binding information obtained from the nuclear magnetic resonance experiments. Finally, molecular dynamics simulation results were shown to be qualitatively consistent with the nuclear magnetic resonance results and to provide further insights into the binding mechanisms. An important contribution to multimodal ligand-FC binding in these preferred regions was shown to be electrostatic interactions and π-π stacking of surface-exposed histidines with the ligands. This combined biophysical and simulation approach has provided a deeper molecular-level understanding of multimodal ligand-FC interactions and sets the stage for future analyses of even more complex biotherapeutics.


Subject(s)
Binding Sites, Antibody , Immunoglobulin Fc Fragments/chemistry , Immunoglobulin G/chemistry , Molecular Dynamics Simulation , Nuclear Magnetic Resonance, Biomolecular , Humans
6.
Langmuir ; 37(41): 12188-12203, 2021 10 19.
Article in English | MEDLINE | ID: mdl-34633195

ABSTRACT

In this study, NMR and molecular dynamics simulations were employed to study IgG1 FC binding to multimodal surfaces. Gold nanoparticles functionalized with two multimodal cation-exchange ligands (Capto and Nuvia) were synthesized and employed to carry out solution-phase NMR experiments with the FC. Experiments with perdeuterated 15N-labeled FC and the multimodal surfaces revealed micromolar residue-level binding affinities as compared to millimolar binding affinities with these ligands in free solution, likely due to cooperativity and avidity effects. The binding of FC with the Capto ligand nanoparticles was concentrated near an aliphatic cluster in the CH2/CH3 interface, which corresponded to a focused hydrophobic region. In contrast, binding with the Nuvia ligand nanoparticles was more diffuse and corresponded to a large contiguous positive electrostatic potential region on the side face of the FC. Results with lower-ligand-density nanoparticles indicated a decrease in binding affinity for both systems. For the Capto ligand system, several aliphatic residues on the FC that were important for binding to the higher-density surface did not interact with the lower-density nanoparticles. In contrast, no significant difference was observed in the interacting residues on the FC to the high- and low-ligand density Nuvia surfaces. The binding affinities of FC to both multimodal-functionalized nanoparticles decreased in the presence of salt due to the screening of multiple weak interactions of polar and positively charged residues. For the Capto ligand nanoparticle system, this resulted in an even more focused hydrophobic binding region in the interface of the CH2 and CH3 domains. Interestingly, for the Nuvia ligand nanoparticles, the presence of salt resulted in a large transition from a diffuse binding region to the same focused binding region determined for Capto nanoparticles at 150 mM salt. Molecular dynamics simulations corroborated the NMR results and provided important insights into the molecular basis of FC binding to these different multimodal systems containing clustered (observed at high-ligand densities) and nonclustered ligand surfaces. This combined biophysical and simulation approach provided significant insights into the interactions of FC with multimodal surfaces and sets the stage for future analyses with even more complex biotherapeutics.


Subject(s)
Metal Nanoparticles , Molecular Dynamics Simulation , Gold , Immunoglobulin G , Ligands , Magnetic Resonance Spectroscopy
7.
Chembiochem ; 21(3): 315-319, 2020 02 03.
Article in English | MEDLINE | ID: mdl-31283075

ABSTRACT

NMR measurements of rotational and translational diffusion are used to characterize the solution behavior of a wide variety of therapeutic proteins and peptides. The timescales of motions sampled in these experiments reveal complicated intrinsic solution behavior such as flexibility, that is central to function, as well as self-interactions, stress-induced conformational changes and other critical attributes that can be discovery and development liabilities. Trends from proton transverse relaxation (R2 ) and hydrodynamic radius (Rh ) are correlated and used to identify and differentiate intermolecular from intramolecular interactions. In this study, peptide behavior is consistent with complicated multimer self-assembly, while multi-domain protein behavior is dominated by intramolecular interactions. These observations are supplemented by simulations that include effects from slow transient interactions and rapid internal motions. R2 -Rh correlations provide a means to profile protein motions as well as interactions. The approach is completely general and can be applied to therapeutic and target protein characterization.


Subject(s)
Nuclear Magnetic Resonance, Biomolecular , Peptides/chemistry , Proteins/chemistry
8.
Chembiochem ; 20(7): 896-899, 2019 04 01.
Article in English | MEDLINE | ID: mdl-30515922

ABSTRACT

Characterizing changes to structure and behavior is an important aspect of therapeutic protein development. NMR spectroscopy is well suited to study interactions and higher-order structure that could impact biological function and safety. We used NMR diffusion methods to describe the overall behavior of proteins in solution by defining a "diffusion profile" that captures the complexities in diffusion behavior. Diffusion profiles offer a simple means to interpret protein solution behavior as a distribution of sizes and association states. As a characterization method, diffusion profiling is well suited to complement and augment traditional biophysical and NMR methods to probe the solution behavior of therapeutic proteins.


Subject(s)
Diffusion , Proteins/chemistry , Nuclear Magnetic Resonance, Biomolecular/methods
9.
MAbs ; 14(1): 2124902, 2022.
Article in English | MEDLINE | ID: mdl-36166705

ABSTRACT

ALPHABETICAL LIST OF ABBREVIATIONS: Fab Fragment antigen-binding; Fc Fragment crystallizable; HMW High molecular weight; ∆HMW Difference between HMW species at stress temperature and 5°C controls; IgG Immunoglobulin G; mAbs Monoclonal antibodies; MV-VHH Multivalent VHH molecule with the format aC-L1-aC-L1-aD; NMR Nuclear magnetic resonance; scFv Single-chain fragment variable; SEC Size-exclusion chromatography; VHH Variable domain of Heavy chain of Heavy chain-only antibody.


Subject(s)
Excipients , Immunoglobulin Heavy Chains , Antibodies, Monoclonal , Immunoglobulin Fab Fragments , Immunoglobulin Fc Fragments , Immunoglobulin G , Immunoglobulin Heavy Chains/chemistry , Magnetic Resonance Spectroscopy
10.
J Med Chem ; 65(7): 5593-5605, 2022 04 14.
Article in English | MEDLINE | ID: mdl-35298158

ABSTRACT

We have identified a series of novel insulin receptor partial agonists (IRPAs) with a potential to mitigate the risk of hypoglycemia associated with the use of insulin as an antidiabetic treatment. These molecules were designed as dimers of native insulin connected via chemical linkers of variable lengths with optional capping groups at the N-terminals of insulin chains. Depending on the structure, the maximal activation level (%Max) varied in the range of ∼20-70% of native insulin, and EC50 values remained in sub-nM range. Studies in minipig and dog demonstrated that IRPAs had sufficient efficacy to normalize plasma glucose levels in diabetes, while providing reduction of hypoglycemia risk. IRPAs had a prolonged duration of action, potentially making them suitable for once-daily dosing. Two lead compounds with %Max values of 30 and 40% relative to native insulin were selected for follow up studies in the clinic.


Subject(s)
Diabetes Mellitus, Type 2 , Hypoglycemia , Animals , Blood Glucose , Diabetes Mellitus, Type 2/drug therapy , Dogs , Hypoglycemia/drug therapy , Hypoglycemic Agents/pharmacology , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Receptor, Insulin , Swine , Swine, Miniature , Therapeutic Index
11.
MAbs ; 13(1): 1978132, 2021.
Article in English | MEDLINE | ID: mdl-34612804

ABSTRACT

Biotherapeutics are an important class of molecules for the treatment of a wide range of diseases. They include low molecular weight peptides, highly engineered protein scaffolds and monoclonal antibodies. During their discovery and development, assessments of the biophysical attributes is critical to understanding the solution behavior of therapeutic proteins and for de-risking liabilities. Thus, methods that can quantify, characterize, and provide a basis to inform risks and drive the selection of more optimal antibody and alternative scaffolds are needed. Nuclear Magnetic Resonance (NMR) spectroscopy is a technique that provides a means to probe antibody and antibody-like molecules in solution, at atomic resolution, under any formulated conditions. Here, all samples were profiled at natural abundance requiring no isotope enrichment. We present a numerical approach that quantitates two-dimensional methyl spectra. The approach was tested with a reference dataset that contained different types of antibody and antibody-like molecules. This dataset was processed through a procedure we call a Random Sampling of NMR Peaks for Covariance Analysis. This analysis revealed that the first two components were well correlated with the hydrodynamic radius of the molecules included in the reference set. Higher-order principal components were also linked to dynamic features between different tethered antibody-like molecules and contributed to decisions around candidate selection. The reference set provides a basis to characterize molecules with unknown solution behavior and is sensitive to the behavior of a molecule formulated under different conditions. The approach is independent of protein design, scaffold, formulation and provides a facile method to quantify solution behavior.


Subject(s)
Antibodies, Monoclonal , Antineoplastic Agents, Immunological , Antibodies, Monoclonal/chemistry , Magnetic Resonance Spectroscopy/methods , Peptides
12.
J Pharm Sci ; 109(1): 922-926, 2020 01.
Article in English | MEDLINE | ID: mdl-31449814

ABSTRACT

Formulations that can increase the dissociation of insulin oligomers into monomers/dimers are important considerations in the development of ultra-rapid-acting insulins with faster onset and shorter duration of actions. Here we present a novel strategy to characterize the oligomeric states of insulin in solution that leverages the ability of nuclear magnetic resonance spectroscopy to assess higher-order structure of proteins in solution. The oligomeric structures and solution behaviors of 2 fast-acting insulins, aspart and lispro, with varying excipient concentrations were studied using 1D and diffusion profiling methods. These methods can provide insight on the structural differences and distributions of the molecular association states in different insulin formulations, which is consistent with other orthogonal biophysical characterization tools. In addition, these methods also highlight their sensitivity to subtle changes in solution behaviors in response to excipient that are difficult to monitor with other tools. This work introduces the utility of 1D and diffusion profiling methods to characterize the oligomeric assembly of fast-acting insulins, suggesting promising applications in compound screening, excipient selection, and formulation development of fast-acting insulins as well as other peptide or protein therapeutics.


Subject(s)
Excipients/chemistry , Insulin Aspart/chemistry , Insulin Lispro/chemistry , Proton Magnetic Resonance Spectroscopy , Diffusion , Drug Compounding , Protein Conformation , Solubility
13.
Mol Cancer Ther ; 19(6): 1298-1307, 2020 06.
Article in English | MEDLINE | ID: mdl-32229606

ABSTRACT

The programmed cell death 1 (PD-1) pathway represents a major immune checkpoint, which may be engaged by cells in the tumor microenvironment to overcome active T-cell immune surveillance. Pembrolizumab (Keytruda®, MK-3475) is a potent and highly selective humanized mAb of the IgG4/kappa isotype designed to directly block the interaction between PD-1 and its ligands, PD-L1 and PD-L2. This blockade enhances the functional activity of T cells to facilitate tumor regression and ultimately immune rejection. Pembrolizumab binds to human and cynomolgus monkey PD-1 with picomolar affinity and blocks the binding of human and cynomolgus monkey PD-1 to PD-L1 and PD-L2 with comparable potency. Pembrolizumab binds both the C'D and FG loops of PD-1. Pembrolizumab overcomes human and cynomolgus monkey PD-L1-mediated immune suppression in T-cell cultures by enhancing IL2 production following staphylococcal enterotoxin B stimulation of healthy donor and cancer patient cells, and IFNγ production in human primary tumor histoculture. Ex vivo and in vitro studies with human and primate T cells show that pembrolizumab enhances antigen-specific T-cell IFNγ and IL2 production. Pembrolizumab does not mediate FcR or complement-driven effector function against PD-1-expressing cells. Pembrolizumab displays dose-dependent clearance and half-life in cynomolgus monkey pharmacokinetic and toxicokinetic studies typical for human IgG4 antibodies. In nonhuman primate toxicology studies, no findings of toxicologic significance were observed. The preclinical data for pembrolizumab are consistent with the clinical anticancer activity and safety that has been demonstrated in human clinical trials.


Subject(s)
Antibodies, Monoclonal, Humanized/pharmacology , Antibodies, Monoclonal, Humanized/pharmacokinetics , Leukocytes, Mononuclear/drug effects , Neoplasms/drug therapy , Programmed Cell Death 1 Receptor/antagonists & inhibitors , T-Lymphocytes/drug effects , Animals , Antineoplastic Agents, Immunological/pharmacokinetics , Antineoplastic Agents, Immunological/pharmacology , B7-H1 Antigen/antagonists & inhibitors , B7-H1 Antigen/immunology , B7-H1 Antigen/metabolism , Female , Humans , Immune Checkpoint Inhibitors/pharmacokinetics , Immune Checkpoint Inhibitors/pharmacology , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/pathology , Macaca fascicularis , Mice , Mice, Inbred BALB C , Neoplasms/immunology , Neoplasms/pathology , Programmed Cell Death 1 Ligand 2 Protein/antagonists & inhibitors , Programmed Cell Death 1 Ligand 2 Protein/immunology , Programmed Cell Death 1 Ligand 2 Protein/metabolism , Programmed Cell Death 1 Receptor/immunology , T-Lymphocytes/immunology , T-Lymphocytes/pathology , Tissue Distribution , Toxicity Tests
14.
ACS Chem Biol ; 13(3): 820-831, 2018 03 16.
Article in English | MEDLINE | ID: mdl-29412640

ABSTRACT

Recent advances in understanding the relevance of noncoding RNA (ncRNA) to disease have increased interest in drugging ncRNA with small molecules. The recent discovery of ribocil, a structurally distinct synthetic mimic of the natural ligand of the flavin mononucleotide (FMN) riboswitch, has revealed the potential chemical diversity of small molecules that target ncRNA. Affinity-selection mass spectrometry (AS-MS) is theoretically applicable to high-throughput screening (HTS) of small molecules binding to ncRNA. Here, we report the first application of the Automated Ligand Detection System (ALIS), an indirect AS-MS technique, for the selective detection of small molecule-ncRNA interactions, high-throughput screening against large unbiased small-molecule libraries, and identification and characterization of novel compounds (structurally distinct from both FMN and ribocil) that target the FMN riboswitch. Crystal structures reveal that different compounds induce various conformations of the FMN riboswitch, leading to different activity profiles. Our findings validate the ALIS platform for HTS screening for RNA-binding small molecules and further demonstrate that ncRNA can be broadly targeted by chemically diverse yet selective small molecules as therapeutics.


Subject(s)
Drug Discovery , Mass Spectrometry/methods , RNA/metabolism , Small Molecule Libraries , Crystallography, X-Ray , Flavin Mononucleotide/metabolism , Ligands , Molecular Structure , Pyrimidines/metabolism , Pyrimidines/pharmacology , Riboswitch
15.
J Biomol Screen ; 21(6): 579-89, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27028606

ABSTRACT

Nonessential enzymes in the staphylococcal wall teichoic acid (WTA) pathway serve as highly validated ß-lactam potentiation targets. MnaA (UDP-GlcNAc 2-epimerase) plays an important role in an early step of WTA biosynthesis by providing an activated form of ManNAc. Identification of a selective MnaA inhibitor would provide a tool to interrogate the contribution of the MnaA enzyme in the WTA pathway as well as serve as an adjuvant to restore ß-lactam activity against methicillin-resistant Staphylococcus aureus (MRSA). However, development of an epimerase functional assay can be challenging since both MnaA substrate and product (UDP-GlcNAc/UDP-ManNAc) share an identical molecular weight. Herein, we developed a nuclear magnetic resonance (NMR) functional assay that can be combined with other NMR approaches to triage putative MnaA inhibitors from phenotypic cell-based screening campaigns. In addition, we determined that tunicamycin, a potent WTA pathway inhibitor, inhibits both S. aureus MnaA and a functionally redundant epimerase, Cap5P.


Subject(s)
Cell Wall/drug effects , Magnetic Resonance Spectroscopy/methods , Methicillin-Resistant Staphylococcus aureus/drug effects , Carbohydrate Epimerases/antagonists & inhibitors , Carbohydrate Epimerases/chemistry , Cell Wall/chemistry , Humans , Methicillin-Resistant Staphylococcus aureus/pathogenicity , Teichoic Acids/chemistry , Teichoic Acids/metabolism , Uridine Diphosphate Sugars/chemistry , Uridine Diphosphate Sugars/metabolism , beta-Lactam Resistance/drug effects , beta-Lactamases/chemistry , beta-Lactamases/drug effects
16.
Curr Opin Drug Discov Devel ; 5(4): 630-47, 2002 Jul.
Article in English | MEDLINE | ID: mdl-12197321

ABSTRACT

NMR methods have long been used for studying molecular interactions. In the last few years, various NMR approaches have been developed to aid lead discovery. These involve different NMR screening methods to identify initial compounds, which often bind only weakly (in the micro- to millimolar range) to the drug target. Intelligent and focused follow-up strategies enable the development of these compounds into potent, submicromolar drug-like inhibitors for use as leads in drug discovery projects. NMR can be used as both a remarkably reliable screening tool and a structural tool; thus, this technique has unique opportunities for lead discovery.


Subject(s)
Nuclear Magnetic Resonance, Biomolecular/methods , Technology, Pharmaceutical/methods , Animals , Drug Design , Humans , Technology, Pharmaceutical/trends
17.
J Med Chem ; 47(10): 2486-98, 2004 May 06.
Article in English | MEDLINE | ID: mdl-15115392

ABSTRACT

NMR-based screening of a customized fragment library identified 16 small-molecule hits that bind weakly (K(D) approximately 100 microM to 10 mM) to substrate binding sites of the NS4A-bound NS3 protease of the hepatitis C virus (HCV). Analogues for five classes of NMR hits were evaluated by a combination of NMR and biochemical data yielding SAR and, in most cases, optimized hits with improved potencies (K(D) approximately K(I) approximately 40 microM to 1 mM). NMR chemical shift perturbation data were used to establish the binding location and orientation of the active site directed scaffolds in these five analogue series. Two of these scaffolds, which bind the enzyme at the proximal S1-S3 and S2' substrate binding sites, were linked together producing competitive inhibitors of the HCV NS3 protease with potencies in the micromolar range. This example illustrates that the low molecular weight scaffolds discovered from structure-based NMR screening can be optimized with focused structure-guided chemistry to produce potent nonpeptidic small-molecule inhibitors of the HCV NS3 protease.


Subject(s)
Carrier Proteins/antagonists & inhibitors , Carrier Proteins/chemistry , Enzyme Inhibitors/chemistry , Hepacivirus/chemistry , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/chemistry , Viral Proteins/antagonists & inhibitors , Viral Proteins/chemistry , Anilides/chemistry , Benzene Derivatives/chemistry , Binding Sites , Databases, Factual , Enzyme Inhibitors/chemical synthesis , Indoles/chemistry , Intracellular Signaling Peptides and Proteins , Magnetic Resonance Spectroscopy , Models, Molecular , Structure-Activity Relationship
18.
Clin Ther ; 25(2): 647-62, 2003 Feb.
Article in English | MEDLINE | ID: mdl-12749519

ABSTRACT

BACKGROUND: Economic analyses consider all costs relevant to the use of a particular treatment or treatments. Recently, head-to-head, randomized, controlled trials have shown a significantly higher incidence of blood pressure (BP) destabilization and clinically significant edema with rofecoxib than with celecoxib among older, hypertensive patients with osteoarthritis (OA). OBJECTIVE: The objective of this analysis was to estimate the COX-2 specific inhibitor medication costs, in addition to the costs of drugs and physicians' fees, for BP destabilization and clinically significant edema associated with the use of rofecoxib 25 mg QD and celecoxib 200 mg QD in patients with OA and hypertension in a Medicare Choice population (aged > or = 65 years). METHODS: A decision analysis model was constructed to determine the costs (from the payer's perspective) of treating patients in this population with either of the 2 regimens for 6 weeks. The analysis used pooled data from 2 recent, independently conducted, multicenter, double-blind, randomized, controlled trials of OA patients aged > or = 65 years with treated hypertension who received either celecoxib 200 mg QD or rofecoxib 25 mg QD for 6 weeks. In the individual trials, rofecoxib was associated with significantly higher rates of destabilized BP (P < 0.032 and P < 0.001) and edema (P < 0.01 and P = 0.045) than celecoxib. RESULTS: For a 100,000-member Medicare Choice population, an estimated 25,630 persons would have OA and hypertension (stages I-III), and an estimated 5126 of these patients would use celecoxib or rofecoxib. The estimated costs were 33,938 dollars (6.2%) higher if all hypertensive patients with OA were treated with rofecoxib rather than celecoxib for 6 weeks. The cost per day of use was 0.16 dollars less with celecoxib, and per-patient, per-month costs were 4.79 dollars lower. CONCLUSION: Celecoxib was a less costly treatment option than rofecoxib among OA patients with hypertension aged > or = 65 years, based on our model of the direct costs of COX-2 specific inhibitor therapy combined with those associated with physician monitoring and treatment of edema and BP destabilization.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/economics , Cyclooxygenase Inhibitors/economics , Edema/chemically induced , Hypertension/prevention & control , Lactones/economics , Osteoarthritis/drug therapy , Sulfonamides/economics , Aged , Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Blood Pressure/drug effects , Celecoxib , Costs and Cost Analysis , Cyclooxygenase 2 , Cyclooxygenase 2 Inhibitors , Cyclooxygenase Inhibitors/adverse effects , Cyclooxygenase Inhibitors/therapeutic use , Data Collection , Double-Blind Method , Female , Humans , Hypertension/complications , Hypertension/physiopathology , Isoenzymes/antagonists & inhibitors , Lactones/adverse effects , Lactones/therapeutic use , Male , Medicare , Membrane Proteins , Osteoarthritis/complications , Practice Patterns, Physicians'/statistics & numerical data , Prostaglandin-Endoperoxide Synthases , Pyrazoles , Randomized Controlled Trials as Topic , Sulfonamides/adverse effects , Sulfonamides/therapeutic use , Sulfones
19.
ACS Med Chem Lett ; 2(8): 632-7, 2011 Aug 11.
Article in English | MEDLINE | ID: mdl-24900358

ABSTRACT

A novel series of non-ATP-competitive MK2 inhibitors based on a furan-2-carboxyamide scaffold was discovered through high-throughput screening using the affinity selection-mass spectrometry-based Automated Ligand Identification System platform. Medicinal chemistry efforts optimized the initial screening hit to leadlike compounds with significant improvements in biochemical and cellular potencies, while maintaining excellent kinase selectivity and in vitro pharmacokinetic properties. Biophysical and biochemical studies confirmed the unique non-ATP-competitive binding mode of this series and suggested that highly selective inhibitors of MK2 should be feasible by targeting the outside ATP pocket.

20.
J Am Chem Soc ; 127(22): 7978-9, 2005 Jun 08.
Article in English | MEDLINE | ID: mdl-15926798

ABSTRACT

ATP-STD NMR takes advantage of Mg2+ binding to ATP to adjust the ATP affinity for protein kinases permitting a wide range of Ki's to be determined for ATP competitive ligands. Substituting Mn2+ for Mg2+ creates a paramagnetic probe (MnATP) from which the proximity of non-ATP competitive ligands can be inferred. Internal standards and references are used to reduce false positives due to protein or compound degradation. Use of the natural ATP ligand confers active site-specificity that is not available a priori from other ligand binding experiments.


Subject(s)
Adenosine Triphosphate/chemistry , Nuclear Magnetic Resonance, Biomolecular/methods , Protein Kinases/chemistry , Adenosine Triphosphate/metabolism , Binding, Competitive , Kinetics , Models, Molecular , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/metabolism , Protein Kinases/metabolism , Substrate Specificity
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