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1.
Bioorg Med Chem ; 26(2): 401-412, 2018 01 15.
Article in English | MEDLINE | ID: mdl-29269255

ABSTRACT

A family of macrodilactam natural products, the syrbactins, are known proteasome inhibitors. A small group of syrbactin analogs was prepared with a sulfur-for-carbon substitution to enhance synthetic accessibility and facilitate modulation of their solubility. Two of these compounds surprisingly proved to be inhibitors of the trypsin-like catalytic site, including of the immunoproteasome. Their bound and free conformations suggest special properties of the thiasyrbactin ring are responsible for this unusual preference, which may be exploited to develop drug-like immunoproteasome inhibitors. These compounds show greater selectivity than earlier compounds used to infer phenotypes of immunoproteasome inhibition, like ONX-0914.


Subject(s)
Biological Products/pharmacology , Lactams/pharmacology , Proteasome Endopeptidase Complex/metabolism , Proteasome Inhibitors/pharmacology , Biological Products/chemical synthesis , Biological Products/chemistry , Cell Line, Tumor , Cell Survival/drug effects , Dose-Response Relationship, Drug , Humans , Lactams/chemical synthesis , Lactams/chemistry , Molecular Structure , Proteasome Inhibitors/chemical synthesis , Proteasome Inhibitors/chemistry , Structure-Activity Relationship
2.
Front Biosci (Landmark Ed) ; 22(6): 960-981, 2017 01 01.
Article in English | MEDLINE | ID: mdl-27814657

ABSTRACT

Kinetic properties may serve as critical differentiators and predictors of drug efficacy and safety, in addition to the traditionally focused binding affinity. However the quantitative structure-kinetics relationship (QSKR) for modeling and ligand design is still poorly understood. This review provides an introduction to the kinetics of drug binding from a fundamental chemistry perspective. We focus on recent developments of computational tools and their applications to non-covalent binding kinetics.


Subject(s)
Receptors, Drug/chemistry , Receptors, Drug/metabolism , Animals , Binding Sites , HIV Protease/chemistry , HIV Protease/metabolism , HIV Protease Inhibitors/pharmacokinetics , HIV Protease Inhibitors/pharmacology , Humans , Kinetics , Ligands , Models, Molecular , Molecular Dynamics Simulation , Polycyclic Compounds/chemistry , Polycyclic Compounds/metabolism , Protein Binding , Receptors, G-Protein-Coupled/chemistry , Receptors, G-Protein-Coupled/metabolism , Structure-Activity Relationship , beta-Cyclodextrins/chemistry , beta-Cyclodextrins/metabolism
3.
J Phys Chem B ; 120(33): 8518-31, 2016 08 25.
Article in English | MEDLINE | ID: mdl-27248669

ABSTRACT

We present the second-generation GeomBD Brownian dynamics software for determining interenzyme intermediate transfer rates and substrate association rates in biomolecular complexes. Substrate and intermediate association rates for a series of enzymes or biomolecules can be compared between the freely diffusing disorganized configuration and various colocalized or complexed arrangements for kinetic investigation of enhanced intermediate transfer. In addition, enzyme engineering techniques, such as synthetic protein conjugation, can be computationally modeled and analyzed to better understand changes in substrate association relative to native enzymes. Tools are provided to determine nonspecific ligand-receptor association residence times, and to visualize common sites of nonspecific association of substrates on receptor surfaces. To demonstrate features of the software, interenzyme intermediate substrate transfer rate constants are calculated and compared for all-atom models of DNA origami scaffold-bound bienzyme systems of glucose oxidase and horseradish peroxidase. Also, a DNA conjugated horseradish peroxidase enzyme was analyzed for its propensity to increase substrate association rates and substrate local residence times relative to the unmodified enzyme. We also demonstrate the rapid determination and visualization of common sites of nonspecific ligand-receptor association by using HIV-1 protease and an inhibitor, XK263. GeomBD2 accelerates simulations by precomputing van der Waals potential energy grids and electrostatic potential grid maps, and has a flexible and extensible support for all-atom and coarse-grained force fields. Simulation software is written in C++ and utilizes modern parallelization techniques for potential grid preparation and Brownian dynamics simulation processes. Analysis scripts, written in the Python scripting language, are provided for quantitative simulation analysis. GeomBD2 is applicable to the fields of biophysics, bioengineering, and enzymology in both predictive and explanatory roles.


Subject(s)
Compulsive Behavior , Models, Molecular , Multienzyme Complexes/metabolism , Nanostructures , Azepines/chemistry , DNA/chemistry , DNA/metabolism , Glucose Oxidase/chemistry , Glucose Oxidase/metabolism , HIV Protease/chemistry , HIV Protease/metabolism , Horseradish Peroxidase/chemistry , Horseradish Peroxidase/metabolism , Hydrogen Peroxide/chemistry , Kinetics , Multienzyme Complexes/chemistry , Nanostructures/chemistry , Protease Inhibitors/chemistry , Protein Binding , Software , Static Electricity
4.
Chembiochem ; 17(15): 1430-6, 2016 08 03.
Article in English | MEDLINE | ID: mdl-27173175

ABSTRACT

Understanding and controlling the molecular interactions between enzyme substrates and DNA nanostructures has important implications in the advancement of enzyme-DNA technologies as solutions in biocatalysis. Such hybrid nanostructures can be used to create enzyme systems with enhanced catalysis by controlling the local chemical and physical environments and the spatial organization of enzymes. Here we have used molecular simulations with corresponding experiments to describe a mechanism of enhanced catalysis due to locally increased substrate concentrations. With a series of DNA nanostructures conjugated to horseradish peroxidase, we show that binding interactions between substrates and the DNA structures can increase local substrate concentrations. Increased local substrate concentrations in HRP(DNA) nanostructures resulted in 2.9- and 2.4-fold decreases in the apparent Michaelis constants of tetramethylbenzidine and 4-aminophenol, substrates of HRP with tunable binding interactions to DNA nanostructures with dissociation constants in the micromolar range. Molecular simulations and kinetic analysis also revealed that increased local substrate concentrations enhanced the rates of substrate association. Identification of the mechanism of increased local concentration of substrates in close proximity to enzymes and their active sites adds to our understanding of nanostructured biocatalysis from which we can develop guidelines for enhancing catalysis in rationally designed systems.


Subject(s)
Biocatalysis , Biotechnology/methods , DNA/metabolism , Enzymes/metabolism , Models, Chemical , Nanostructures/chemistry , Benzidines/metabolism , Catalytic Domain , Horseradish Peroxidase/metabolism , Kinetics
5.
J Biol Chem ; 291(16): 8350-62, 2016 Apr 15.
Article in English | MEDLINE | ID: mdl-26907687

ABSTRACT

Multiple myeloma is an aggressive hematopoietic cancer of plasma cells. The recent emergence of three effective FDA-approved proteasome-inhibiting drugs, bortezomib (Velcade®), carfilzomib (Kyprolis®), and ixazomib (Ninlaro®), confirms that proteasome inhibitors are therapeutically useful against neoplastic disease, in particular refractory multiple myeloma and mantle cell lymphoma. This study describes the synthesis, computational affinity assessment, and preclinical evaluation of TIR-199, a natural product-derived syrbactin structural analog. Molecular modeling and simulation suggested that TIR-199 covalently binds each of the three catalytic subunits (ß1, ß2, and ß5) and revealed key interaction sites. In vitro and cell culture-based proteasome activity measurements confirmed that TIR-199 inhibits the proteasome in a dose-dependent manner and induces tumor cell death in multiple myeloma and neuroblastoma cells as well as other cancer types in the NCI-60 cell panel. It is particularly effective against kidney tumor cell lines, with >250-fold higher anti-tumor activities than observed with the natural product syringolin A. In vivo studies in mice revealed a maximum tolerated dose of TIR-199 at 25 mg/kg. The anti-tumor activity of TIR-199 was confirmed in hollow fiber assays in mice. Adverse drug reaction screens in a kidney panel revealed no off-targets of concern. This is the first study to examine the efficacy of a syrbactin in animals. Taken together, the results suggest that TIR-199 is a potent new proteasome inhibitor with promise for further development into a clinical drug for the treatment of multiple myeloma and other forms of cancer.


Subject(s)
Multiple Myeloma/drug therapy , Proteasome Endopeptidase Complex/metabolism , Proteasome Inhibitors/pharmacology , Animals , Cattle , Cell Line, Tumor , HEK293 Cells , Humans , Mice , Mice, Nude , Multiple Myeloma/enzymology , Multiple Myeloma/pathology , Proteasome Inhibitors/chemistry , Xenograft Model Antitumor Assays
6.
J Chem Theory Comput ; 11(1): 286-92, 2015 Jan 13.
Article in English | MEDLINE | ID: mdl-26574226

ABSTRACT

Colocalized multistep enzymatic reaction pathways within biological catabolic and metabolic processes occur with high yield and specificity. Spatial organization on membranes or surfaces may be associated with increased efficiency of intermediate substrate transfer. Using a new Brownian dynamics package, GeomBD, we explored the geometric features of a surface-anchored enzyme system by parallel coarse-grained Brownian dynamics simulations of substrate diffusion over microsecond (µs) to millisecond (ms) time scales. We focused on a recently developed glucose oxidase (GOx), horseradish peroxidase (HRP), and DNA origami-scaffold enzyme system, where the H2O2 substrate of HRP is produced by GOx. The results revealed and explained a significant advantage in catalytic enhancement by optimizing interenzyme distance and orientation in the presence of the scaffold model. The planar scaffold colocalized the enzymes and provided a diffusive barrier that enhanced substrate transfer probability, becoming more relevant with increasing interenzyme distance. The results highlight the importance of protein geometry in the proper assessment of distance and orientation dependence on the probability of substrate transfer. They shed light on strategies for engineering multienzyme complexes and further investigation of enhanced catalytic efficiency for substrate diffusion between membrane-anchoring proteins.


Subject(s)
Biocatalysis , DNA, Catalytic/metabolism , Glucose Oxidase/metabolism , Horseradish Peroxidase/metabolism , Multienzyme Complexes/chemistry , Nanostructures/chemistry , DNA, Catalytic/chemistry , Glucose Oxidase/chemistry , Horseradish Peroxidase/chemistry , Molecular Dynamics Simulation , Multienzyme Complexes/metabolism
7.
J Chem Theory Comput ; 9(4): 2010-9, 2013 Apr 09.
Article in English | MEDLINE | ID: mdl-26583550

ABSTRACT

Modeling binding pathways can provide insight into molecular recognition, including kinetic mechanisms, barriers to binding, and gating effects. This work represents a novel computational approach, Hopping Minima, for the determination of conformational transitions of single molecules as well as binding pathways for molecular complexes. The method begins by thoroughly sampling a set of conformational minima for a molecular system. The natural motions of the system are modeled using the normal modes of the sampled minima. The natural motions are utilized to connect conformational minima and are finally combined to form association/binding pathways in the case of molecular complexes. We provide an implementation and example application of the method using alanine dipeptide and a set of chemical host-guest systems: two cryptophane hosts with two guest cations, trimethylammonium and tetramethylammonium. Our results demonstrate that conformational transitions can be modeled and extended to find binding pathways as well as energetic information relevant to the minimum conformations involved. This approach has advantages over simulation-based methods for studying systems with slow binding processes and can help design molecules with preferred binding kinetics.

8.
Anal Chem ; 83(15): 5936-43, 2011 Aug 01.
Article in English | MEDLINE | ID: mdl-21711025

ABSTRACT

We report the fabrication and characterization of gold-coated etched glass array substrates for surface plasmon resonance imaging (SPRi) analysis with significantly enhanced performance, in particular image contrast and sensitivity. The etching of the glass substrate induces a variation in the resonance condition and thus in the resonance angle between the etched wells and the surrounding area, leading to the isolation of the array spot resonance with a significant reduction of the background signal. FDTD simulations show arrays with large spots and minimal spot-to-spot spacing yield ideal differential resonance conditions, which are verified by experimental results. Simulations also indicate the etched well structure exhibits enhanced SPR electric field intensity by 3-fold as compared to standard planar gold chips. Changes in the bulk sensitivity of the etched arrays have been obtained at the 10(-4) RIU level based on image intensity difference. The strong image contrast allows for improved microarray imaging analysis with easily distinguished signals from background resonance. The etched array chips are demonstrated for SPRi detection of bacterial toxins through the coating of an ultrathin SiO(2) film for direct vesicle fusion that establishes a supported membrane-based biosensing interface. Protein detection with cholera toxin (CT) at 5 nM is obtained, making this chip one of the most sensitive SPR imaging substrates ever reported without a postbinding amplification scheme. Furthermore, the surface can be regenerated by Triton X-100 for repeated cycles of membrane formation, protein binding, and biomolecular removal. The reusability and enhanced performance of the etched glass array chips should find a broad range of applications, opening up new avenues for high-throughput SPR imaging detection with convenience and marked surface sensitivity.


Subject(s)
Cholera Toxin/analysis , Glass/chemistry , Protein Array Analysis/methods , Surface Plasmon Resonance/methods , Biosensing Techniques/methods , Gold/chemistry , Octoxynol/chemistry , Protein Binding , Silicon Dioxide/chemistry
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