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1.
Cell ; 147(5): 1011-23, 2011 Nov 23.
Artículo en Inglés | MEDLINE | ID: mdl-22118459

RESUMEN

Atypical antipsychotic drugs, such as clozapine and risperidone, have a high affinity for the serotonin 5-HT(2A) G protein-coupled receptor (GPCR), the 2AR, which signals via a G(q) heterotrimeric G protein. The closely related non-antipsychotic drugs, such as ritanserin and methysergide, also block 2AR function, but they lack comparable neuropsychological effects. Why some but not all 2AR inhibitors exhibit antipsychotic properties remains unresolved. We now show that a heteromeric complex between the 2AR and the G(i)-linked GPCR, metabotropic glutamate 2 receptor (mGluR2), integrates ligand input, modulating signaling output and behavioral changes. Serotonergic and glutamatergic drugs bind the mGluR2/2AR heterocomplex, which then balances Gi- and Gq-dependent signaling. We find that the mGluR2/2AR-mediated changes in Gi and Gq activity predict the psychoactive behavioral effects of a variety of pharmocological compounds. These observations provide mechanistic insight into antipsychotic action that may advance therapeutic strategies for disorders including schizophrenia and dementia.


Asunto(s)
Antipsicóticos/farmacología , Receptores Adrenérgicos beta 2/metabolismo , Receptores de Glutamato Metabotrópico/metabolismo , Transducción de Señal , Anfetaminas/farmacología , Animales , Clozapina/farmacología , Dimerización , Relación Dosis-Respuesta a Droga , Lóbulo Frontal/efectos de los fármacos , Lóbulo Frontal/metabolismo , Metisergida/farmacología , Ratones , Oocitos , Canales de Potasio de Rectificación Interna/metabolismo , Xenopus
2.
Proc Natl Acad Sci U S A ; 119(49): e2214024119, 2022 12 06.
Artículo en Inglés | MEDLINE | ID: mdl-36449547

RESUMEN

Activation of ß2-adrenoceptors (ß2ARs) causes airway smooth muscle (ASM) relaxation and bronchodilation, and ß2AR agonists (ß-agonists) are front-line treatments for asthma and other obstructive lung diseases. However, the therapeutic efficacy of ß-agonists is limited by agonist-induced ß2AR desensitization and noncanonical ß2AR signaling involving ß-arrestin that is shown to promote asthma pathophysiology. Accordingly, we undertook the identification of an allosteric site on ß2AR that could modulate the activity of ß-agonists to overcome these limitations. We employed the site identification by ligand competitive saturation (SILCS) computational method to comprehensively map the entire 3D structure of in silico-generated ß2AR intermediate conformations and identified a putative allosteric binding site. Subsequent database screening using SILCS identified drug-like molecules with the potential to bind to the site. Experimental assays in HEK293 cells (expressing recombinant wild-type human ß2AR) and human ASM cells (expressing endogenous ß2AR) identified positive and negative allosteric modulators (PAMs and NAMs) of ß2AR as assessed by regulation of ß-agonist-stimulation of cyclic AMP generation. PAMs/NAMs had no effect on ß-agonist-induced recruitment of ß-arrestin to ß2AR- or ß-agonist-induced loss of cell surface expression in HEK293 cells expressing ß2AR. Mutagenesis analysis of ß2AR confirmed the SILCS identified site based on mutants of amino acids R131, Y219, and F282. Finally, functional studies revealed augmentation of ß-agonist-induced relaxation of contracted human ASM cells and bronchodilation of contracted airways. These findings identify a allosteric binding site on the ß2AR, whose activation selectively augments ß-agonist-induced Gs signaling, and increases relaxation of ASM cells, the principal therapeutic effect of ß-agonists.


Asunto(s)
Asma , Receptores Adrenérgicos beta 2 , Humanos , Sitio Alostérico , Células HEK293 , beta-Arrestinas , beta-Arrestina 1 , Receptores Adrenérgicos beta 2/genética
3.
J Comput Chem ; 44(20): 1719-1732, 2023 Jul 30.
Artículo en Inglés | MEDLINE | ID: mdl-37093676

RESUMEN

The Grand Canonical Monte Carlo (GCMC) ensemble defined by the excess chemical potential, µex , volume, and temperature, in the context of molecular simulations allows for variations in the number of particles in the system. In practice, GCMC simulations have been widely applied for the sampling of rare gasses and water, but limited in the context of larger molecules. To overcome this limitation, the oscillating µex GCMC method was introduced and shown to be of utility for sampling small solutes, such as formamide, propane, and benzene, as well as for ionic species such as monocations, acetate, and methylammonium. However, the acceptance of GCMC insertions is low, and the method is computationally demanding. In the present study, we improved the sampling efficiency of the GCMC method using known cavity-bias and configurational-bias algorithms in the context of GPU architecture. Specifically, for GCMC simulations of aqueous solution systems, the configurational-bias algorithm was extended by applying system partitioning in conjunction with a random interval extraction algorithm, thereby improving the efficiency in a highly parallel computing environment. The method is parallelized on the GPU using CUDA and OpenCL, allowing for the code to run on both Nvidia and AMD GPUs, respectively. Notably, the method is particularly well suited for GPU computing as the large number of threads allows for simultaneous sampling of a large number of configurations during insertion attempts without additional computational overhead. In addition, the partitioning scheme allows for simultaneous insertion attempts for large systems, offering considerable efficiency. Calculations on the BK Channel, a transporter, including a lipid bilayer with over 760,000 atoms, show a speed up of ~53-fold through the use of system partitioning. The improved algorithm is then combined with an enhanced µex oscillation protocol and shown to be of utility in the context of the site-identification by ligand competitive saturation (SILCS) co-solvent sampling approach as illustrated through application to the protein CDK2.

4.
Mol Pharm ; 20(5): 2600-2611, 2023 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-37017675

RESUMEN

Protein-based therapeutics typically require high concentrations of the active protein, which can lead to protein aggregation and high solution viscosity. Such solution behaviors can limit the stability, bioavailability, and manufacturability of protein-based therapeutics and are directly influenced by the charge of a protein. Protein charge is a system property affected by its environment, including the buffer composition, pH, and temperature. Thus, the charge calculated by summing the charges of each residue in a protein, as is commonly done in computational methods, may significantly differ from the effective charge of the protein as these calculations do not account for contributions from bound ions. Here, we present an extension of the structure-based approach termed site identification by ligand competitive saturation-biologics (SILCS-Biologics) to predict the effective charge of proteins. The SILCS-Biologics approach was applied on a range of protein targets in different salt environments for which membrane-confined electrophoresis-determined charges were previously reported. SILCS-Biologics maps the 3D distribution and predicted occupancy of ions, buffer molecules, and excipient molecules bound to the protein surface in a given salt environment. Using this information, the effective charge of the protein is predicted such that the concentrations of the ions and the presence of excipients or buffers are accounted for. Additionally, SILCS-Biologics also produces 3D structures of the binding sites of ions on the proteins, which enable further analyses such as the characterization of protein surface charge distribution and dipole moments in different environments. Notable is the capability of the method to account for competition between salts, excipients, and buffers on the calculated electrostatic properties in different protein formulations. Our study demonstrates the ability of the SILCS-Biologics approach to predict the effective charge of proteins and its applicability in uncovering protein-ion interactions and their contributions to protein solubility and function.


Asunto(s)
Productos Biológicos , Ligandos , Excipientes , Proteínas/química , Sitios de Unión
5.
J Chem Inf Model ; 63(18): 5903-5915, 2023 09 25.
Artículo en Inglés | MEDLINE | ID: mdl-37682640

RESUMEN

Membrane permeability of drug molecules plays a significant role in the development of new therapeutic agents. Accordingly, methods to predict the passive permeability of drug candidates during a medicinal chemistry campaign offer the potential to accelerate the drug design process. In this work, we combine the physics-based site identification by ligand competitive saturation (SILCS) method and data-driven artificial intelligence (AI) to create a high-throughput predictive model for the passive permeability of druglike molecules. In this study, we present a comparative analysis of four regression models to predict membrane permeabilities of small druglike molecules; of the tested models, Random Forest was the most predictive yielding an R2 of 0.81 for the independent data set. The input feature vector used to train the developed prediction model includes absolute free energy profiles of ligands through a POPC-cholesterol bilayer based on ligand grid free energy (LGFE) profiles obtained from the SILCS approach. The use of the membrane free energy profiles from SILCS offers information on the physical forces contributing to ligand permeability, while the use of AI yields a more predictive model trained on experimental PAMPA permeability data for a collection of 229 molecules. This combination allows for rapid estimations of ligand permeability at a level of accuracy beyond currently available predictive models while offering insights into the contributions of the functional groups in the ligands to the permeability barrier, thereby offering quantitative information to facilitate rational ligand design.


Asunto(s)
Inteligencia Artificial , Química Farmacéutica , Ligandos , Permeabilidad , Permeabilidad de la Membrana Celular
6.
J Chem Inf Model ; 63(21): 6681-6695, 2023 11 13.
Artículo en Inglés | MEDLINE | ID: mdl-37847018

RESUMEN

Antibiotic resistance by bacterial pathogens against widely used ß-lactam drugs is a major concern to public health worldwide, resulting in high healthcare cost. The present study aimed to extend previous research by investigating the potential activity of reported compounds against the S. typhi ß-lactamase protein. 74 compounds from computational screening reported in our previous study against ß-lactamase CMY-10 were subjected to docking studies against blaCTX-M15. Site-Identification by Ligand Competitive Saturation (SILCS)-Monte Carlo (SILCS-MC) was applied to the top two ligands selected from molecular docking studies to predict and refine their conformations for binding conformations against blaCTX-M15. The SILCS-MC method predicted affinities of -8.6 and -10.7 kcal/mol for Top1 and Top2, respectively, indicating low micromolar binding to the blaCTX-M15 active site. MD simulations initiated from SILCS-MC docked orientations were carried out to better characterize the dynamics and stability of the complexes. Important interactions anchoring the ligand within the active site include pi-pi stacked, amide-pi, and pi-alkyl interactions. Simulations of the Top2-blaCTX-M15 complex exhibited stability associated with a wide range of hydrogen-bond and aromatic interactions between the protein and the ligand. Experimental ß-lactamase (BL) activity assays showed that Top1 has 0.1 u/mg BL activity, and Top2 has a BL activity of 0.038 u/mg with a minimum inhibitory concentration of 1 mg/mL. The inhibitors proposed in this study are non-ß-lactam-based ß-lactamase inhibitors that exhibit the potential to be used in combination with ß-lactam antibiotics against multidrug-resistant clinical isolates. Thus, Top1 and Top2 represent lead compounds that increase the efficacy of ß-lactam antibiotics with a low dose concentration.


Asunto(s)
beta-Lactamasas , beta-Lactamas , beta-Lactamasas/química , beta-Lactamas/farmacología , Salmonella typhi/metabolismo , Simulación del Acoplamiento Molecular , Ligandos , Proteínas , Pruebas de Sensibilidad Microbiana , Dominio Catalítico , Antibacterianos/farmacología , Antibacterianos/química , Inhibidores de beta-Lactamasas/farmacología , Inhibidores de beta-Lactamasas/química
7.
Phys Chem Chem Phys ; 25(4): 3042-3060, 2023 Jan 27.
Artículo en Inglés | MEDLINE | ID: mdl-36607620

RESUMEN

D-Mannose is a structural component in N-linked glycoproteins from viruses and mammals as well as in polysaccharides from fungi and bacteria. Structural components often consist of D-Manp residues joined via α-(1→2)-, α-(1→3)-, α-(1→4)- or α-(1→6)-linkages. As models for these oligo- and polysaccharides, a series of mannose-containing disaccharides have been investigated with respect to conformation and dynamics. Translational diffusion NMR experiments were performed to deduce rotational correlation times for the molecules, 1D 1H,1H-NOESY and 1D 1H,1H-T-ROESY NMR experiments were carried out to obtain inter-residue proton-proton distances and one-dimensional long-range and 2D J-HMBC experiments were acquired to gain information about conformationally dependent heteronuclear coupling constants across glycosidic linkages. To attain further spectroscopic data, the doubly 13C-isotope labeled α-D-[1,2-13C2]Manp-(1→4)-α-D-Manp-OMe was synthesized thereby facilitating conformational analysis based on 13C,13C coupling constants as interpreted by Karplus-type relationships. Molecular dynamics simulations were carried out for the disaccharides with explicit water as solvent using the additive CHARMM36 and Drude polarizable force fields for carbohydrates, where the latter showed broader population distributions. Both simulations sampled conformational space in such a way that inter-glycosidic proton-proton distances were very well described whereas in some cases deviations were observed between calculated conformationally dependent NMR scalar coupling constants and those determined from experiment, with closely similar root-mean-square differences for the two force fields. However, analyses of dipole moments and radial distribution functions with water of the hydroxyl groups indicate differences in the underlying physical forces dictating the wider conformational sampling with the Drude polarizable versus additive C36 force field and indicate the improved utility of the Drude polarizable model in investigating complex carbohydrates.


Asunto(s)
Disacáridos , Simulación de Dinámica Molecular , Animales , Disacáridos/química , Manosa , Glicósidos/química , Protones , Carbohidratos , Espectroscopía de Resonancia Magnética , Polisacáridos/química , Agua , Mamíferos
8.
Nucleic Acids Res ; 49(3): 1235-1246, 2021 02 22.
Artículo en Inglés | MEDLINE | ID: mdl-33398344

RESUMEN

We have identified chemical probes that simultaneously inhibit cancer cell progression and an immune checkpoint. Using the computational Site Identification by Ligand Competitive Saturation (SILCS) technology, structural biology and cell-based assays, we identify small molecules that directly and selectively bind to the RNA Recognition Motif (RRM) of hnRNP A18, a regulator of protein translation in cancer cells. hnRNP A18 recognizes a specific RNA signature motif in the 3'UTR of transcripts associated with cancer cell progression (Trx, VEGF, RPA) and, as shown here, a tumor immune checkpoint (CTLA-4). Post-transcriptional regulation of immune checkpoints is a potential therapeutic strategy that remains to be exploited. The probes target hnRNP A18 RRM in vitro and in cells as evaluated by cellular target engagement. As single agents, the probes specifically disrupt hnRNP A18-RNA interactions, downregulate Trx and CTLA-4 protein levels and inhibit proliferation of several cancer cell lines without affecting the viability of normal epithelial cells. These first-in-class chemical probes will greatly facilitate the elucidation of the underexplored biological function of RNA Binding Proteins (RBPs) in cancer cells, including their effects on proliferation and immune checkpoint activation.


Asunto(s)
Antineoplásicos/farmacología , Proteínas de Unión al ARN/antagonistas & inhibidores , Animales , Antineoplásicos/uso terapéutico , Antígeno CTLA-4/genética , Antígeno CTLA-4/metabolismo , Línea Celular Tumoral , Humanos , Ligandos , Ratones , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Neoplasias/metabolismo , Resonancia Magnética Nuclear Biomolecular , Biosíntesis de Proteínas , ARN/metabolismo , Motivo de Reconocimiento de ARN , Proteínas de Unión al ARN/química , Proteínas de Unión al ARN/metabolismo
9.
Proc Natl Acad Sci U S A ; 117(48): 30687-30698, 2020 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-33184176

RESUMEN

The SARS-CoV-2 pandemic has made it clear that we have a desperate need for antivirals. We present work that the mammalian SKI complex is a broad-spectrum, host-directed, antiviral drug target. Yeast suppressor screening was utilized to find a functional genetic interaction between proteins from influenza A virus (IAV) and Middle East respiratory syndrome coronavirus (MERS-CoV) with eukaryotic proteins that may be potential host factors involved in replication. This screening identified the SKI complex as a potential host factor for both viruses. In mammalian systems siRNA-mediated knockdown of SKI genes inhibited replication of IAV and MERS-CoV. In silico modeling and database screening identified a binding pocket on the SKI complex and compounds predicted to bind. Experimental assays of those compounds identified three chemical structures that were antiviral against IAV and MERS-CoV along with the filoviruses Ebola and Marburg and two further coronaviruses, SARS-CoV and SARS-CoV-2. The mechanism of antiviral activity is through inhibition of viral RNA production. This work defines the mammalian SKI complex as a broad-spectrum antiviral drug target and identifies lead compounds for further development.


Asunto(s)
Antivirales/farmacología , Coronavirus/efectos de los fármacos , Filoviridae/efectos de los fármacos , Interacciones Huésped-Patógeno/efectos de los fármacos , Complejos Multiproteicos/metabolismo , Orthomyxoviridae/efectos de los fármacos , Línea Celular , Genes Supresores , Modelos Moleculares , Terapia Molecular Dirigida , Unión Proteica , ARN Interferente Pequeño/metabolismo , ARN Viral/genética , ARN Viral/metabolismo , Saccharomyces cerevisiae/genética , Proteínas Virales/metabolismo , Replicación Viral/efectos de los fármacos
10.
Proc Natl Acad Sci U S A ; 117(2): 1049-1058, 2020 01 14.
Artículo en Inglés | MEDLINE | ID: mdl-31896582

RESUMEN

Targeting Clostridium difficile infection is challenging because treatment options are limited, and high recurrence rates are common. One reason for this is that hypervirulent C. difficile strains often have a binary toxin termed the C. difficile toxin, in addition to the enterotoxins TsdA and TsdB. The C. difficile toxin has an enzymatic component, termed CDTa, and a pore-forming or delivery subunit termed CDTb. CDTb was characterized here using a combination of single-particle cryoelectron microscopy, X-ray crystallography, NMR, and other biophysical methods. In the absence of CDTa, 2 di-heptamer structures for activated CDTb (1.0 MDa) were solved at atomic resolution, including a symmetric (SymCDTb; 3.14 Å) and an asymmetric form (AsymCDTb; 2.84 Å). Roles played by 2 receptor-binding domains of activated CDTb were of particular interest since the receptor-binding domain 1 lacks sequence homology to any other known toxin, and the receptor-binding domain 2 is completely absent in other well-studied heptameric toxins (i.e., anthrax). For AsymCDTb, a Ca2+ binding site was discovered in the first receptor-binding domain that is important for its stability, and the second receptor-binding domain was found to be critical for host cell toxicity and the di-heptamer fold for both forms of activated CDTb. Together, these studies represent a starting point for developing structure-based drug-design strategies to target the most severe strains of C. difficile.


Asunto(s)
ADP Ribosa Transferasas/química , ADP Ribosa Transferasas/metabolismo , Proteínas Bacterianas/química , Proteínas Bacterianas/metabolismo , Toxinas Bacterianas/química , Toxinas Bacterianas/metabolismo , Clostridioides difficile/metabolismo , Enterotoxinas/química , Enterotoxinas/metabolismo , ADP Ribosa Transferasas/genética , Animales , Proteínas Bacterianas/genética , Sitios de Unión , Fenómenos Biofísicos , Chlorocebus aethiops , Microscopía por Crioelectrón , Cristalografía por Rayos X , Modelos Moleculares , Resonancia Magnética Nuclear Biomolecular , Conformación Proteica , Dominios Proteicos , Células Vero
11.
J Comput Chem ; 43(5): 359-375, 2022 02 15.
Artículo en Inglés | MEDLINE | ID: mdl-34874077

RESUMEN

Explicit treatment of electronic polarizability in empirical force fields (FFs) represents an extension over a traditional additive or pairwise FF and provides a more realistic model of the variations in electronic structure in condensed phase, macromolecular simulations. To facilitate utilization of the polarizable FF based on the classical Drude oscillator model, Drude Prepper has been developed in CHARMM-GUI. Drude Prepper ingests additive CHARMM protein structures file (PSF) and pre-equilibrated coordinates in CHARMM, PDB, or NAMD format, from which the molecular components of the system are identified. These include all residues and patches connecting those residues along with water, ions, and other solute molecules. This information is then used to construct the Drude FF-based PSF using molecular generation capabilities in CHARMM, followed by minimization and equilibration. In addition, inputs are generated for molecular dynamics (MD) simulations using CHARMM, GROMACS, NAMD, and OpenMM. Validation of the Drude Prepper protocol and inputs is performed through conversion and MD simulations of various heterogeneous systems that include proteins, nucleic acids, lipids, polysaccharides, and atomic ions using the aforementioned simulation packages. Stable simulations are obtained in all studied systems, including 5 µs simulation of ubiquitin, verifying the integrity of the generated Drude PSFs. In addition, the ability of the Drude FF to model variations in electronic structure is shown through dipole moment analysis in selected systems. The capabilities and availability of Drude Prepper in CHARMM-GUI is anticipated to greatly facilitate the application of the Drude FF to a range of condensed phase, macromolecular systems.


Asunto(s)
Simulación de Dinámica Molecular , Programas Informáticos
12.
RNA ; 26(11): 1704-1715, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32769092

RESUMEN

Native folded and compact intermediate states of RNA typically involve tertiary structures in the presence of divalent ions such as Mg2+ in a background of monovalent ions. In a recent study, we have shown how the presence of Mg2+ impacts the transition from partially unfolded to folded states through a "push-pull" mechanism where the ion both favors and disfavors the sampling of specific phosphate-phosphate interactions. To further understand the ion atmosphere of RNA in folded and partially folded states results from atomistic umbrella sampling and oscillating chemical potential grand canonical Monte Carlo/molecular dynamics (GCMC/MD) simulations are used to obtain atomic-level details of the distributions of Mg2+ and K+ ions around Twister RNA. Results show the presence of 100 mM Mg2+ to lead to increased charge neutralization over that predicted by counterion condensation theory. Upon going from partially unfolded to folded states, overall charge neutralization increases at all studied ion concentrations that, while associated with an increase in the number of direct ion-phosphate interactions, is fully accounted for by the monovalent K+ ions. Furthermore, K+ preferentially interacts with purine N7 atoms of helical regions in partially unfolded states, thereby potentially stabilizing the helical regions. Thus, both secondary helical structures and formation of tertiary structures leads to increased counterion condensation, thereby stabilizing those structural features of Twister. Notably, it is shown that K+ can act as a surrogate for Mg2+ by participating in specific interactions with nonsequential phosphate pairs that occur in the folded state, explaining the ability of Twister to self-cleave at submillimolar Mg2+ concentrations.


Asunto(s)
Magnesio/farmacología , Potasio/farmacología , ARN Catalítico/química , ARN Catalítico/efectos de los fármacos , Modelos Moleculares , Simulación de Dinámica Molecular , Método de Montecarlo , Conformación de Ácido Nucleico , Pliegue del ARN/efectos de los fármacos , Estabilidad del ARN/efectos de los fármacos
13.
PLoS Comput Biol ; 17(7): e1009103, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34310592

RESUMEN

Antibodies bind foreign antigens with high affinity and specificity leading to their neutralization and/or clearance by the immune system. The conserved N-glycan on IgG has significant impact on antibody effector function, with the endoglycosidases of Streptococcus pyogenes deglycosylating the IgG to evade the immune system, a process catalyzed by the endoglycosidase EndoS2. Studies have shown that two of the four domains of EndoS2, the carbohydrate binding module (CBM) and the glycoside hydrolase (GH) domain are critical for catalytic activity. To yield structural insights into contributions of the CBM and the GH domains as well as the overall flexibility of EndoS2 to the proteins' catalytic activity, models of EndoS2-Fc complexes were generated through enhanced-sampling molecular-dynamics (MD) simulations and site-identification by ligand competitive saturation (SILCS) docking followed by reconstruction and multi-microsecond MD simulations. Modeling results predict that EndoS2 initially interacts with the IgG through its CBM followed by interactions with the GH yielding catalytically competent states. These may involve the CBM and GH of EndoS2 simultaneously interacting with either the same Fc CH2/CH3 domain or individually with the two Fc CH2/CH3 domains, with EndoS2 predicted to assume closed conformations in the former case and open conformations in the latter. Apo EndoS2 is predicted to sample both the open and closed states, suggesting that either complex can directly form following initial IgG-EndoS2 encounter. Interactions of the CBM and GH domains with the IgG are predicted to occur through both its glycan and protein regions. Simulations also predict that the Fc glycan can directly transfer from the CBM to the GH, facilitating formation of catalytically competent complexes and how the 734 to 751 loop on the CBM can facilitate extraction of the glycan away from the Fc CH2/CH3 domain. The predicted models are compared and consistent with Hydrogen/Deuterium Exchange data. In addition, the complex models are consistent with the high specificity of EndoS2 for the glycans on IgG supporting the validity of the predicted models.


Asunto(s)
Proteínas Bacterianas , Glicósido Hidrolasas , Fragmentos Fc de Inmunoglobulinas , Inmunoglobulina G , Proteínas Bacterianas/química , Proteínas Bacterianas/metabolismo , Biología Computacional , Medición de Intercambio de Deuterio , Glicósido Hidrolasas/química , Glicósido Hidrolasas/metabolismo , Humanos , Fragmentos Fc de Inmunoglobulinas/química , Fragmentos Fc de Inmunoglobulinas/metabolismo , Inmunoglobulina G/química , Inmunoglobulina G/metabolismo , Simulación de Dinámica Molecular , Polisacáridos/química , Polisacáridos/metabolismo , Conformación Proteica , Streptococcus pyogenes/enzimología , Especificidad por Sustrato
14.
J Chem Inf Model ; 62(16): 3825-3831, 2022 08 22.
Artículo en Inglés | MEDLINE | ID: mdl-35917398

RESUMEN

Generalized force fields (FFs) act as extensions to biomolecular FFs to provide a wide coverage of organic molecules. However, their precise application to an arbitrary molecule presents a separate challenge. We show that MATCH assigns different atom types and bonded and nonbonded parameters than CGenFF, and the AM1-BCC charge model, commonly used with GAFF/GAFF2, does not exactly reproduce the performance of the RESP charge model. The results indicate the need for caution when employing FFs to ensure their integrity with respect to their implementation and validation.


Asunto(s)
Termodinámica
15.
Proc Natl Acad Sci U S A ; 116(35): 17290-17297, 2019 08 27.
Artículo en Inglés | MEDLINE | ID: mdl-31399543

RESUMEN

Second harmonic generation (SHG) is an emergent biophysical method that sensitively measures real-time conformational change of biomolecules in the presence of biological ligands and small molecules. This study describes the successful implementation of SHG as a primary screening platform to identify fragment ligands to oncogenic Kirsten rat sarcoma (KRas). KRas is the most frequently mutated driver of pancreatic, colon, and lung cancers; however, there are few well-characterized small molecule ligands due to a lack of deep binding pockets. Using SHG, we identified a fragment binder to KRasG12D and used 1H 15N transverse relaxation optimized spectroscopy (TROSY) heteronuclear single-quantum coherence (HSQC) NMR to characterize its binding site as a pocket adjacent to the switch 2 region. The unique sensitivity of SHG furthered our study by revealing distinct conformations induced by our hit fragment compared with 4,6-dichloro-2-methyl-3-aminoethyl-indole (DCAI), a Ras ligand previously described to bind the same pocket. This study highlights SHG as a high-throughput screening platform that reveals structural insights in addition to ligand binding.


Asunto(s)
Inhibidores de Proteínas Quinasas/química , Proteínas Proto-Oncogénicas p21(ras)/antagonistas & inhibidores , Proteínas Proto-Oncogénicas p21(ras)/química , Sustitución de Aminoácidos , Sitios de Unión , Humanos , Mutación Missense , Resonancia Magnética Nuclear Biomolecular , Proteínas Proto-Oncogénicas p21(ras)/genética
16.
Pharm Dev Technol ; 27(4): 389-398, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35468028

RESUMEN

The focus of the current study is to investigate cholecalciferol (vitamin D3) solubilization by hydroxypropyl-ß-cyclodextrin (HPBCD) complexation through experimental and computational studies. Phase solubility diagram of vitamin D3 (completely insoluble in water) has an AP profile revealing a deviation from a linear regression with HPBCD concentration increase. Differential scanning calorimetry (DSC) is the best tool to confirm complex formation by disappearance of cholecalciferol exothermic peak in cholecalciferol-HPBCD complex thermogram, due to its amorphous state by entering HPBCD inner hydrophobic cavity, similarly validated by Fourier-transform infrared spectroscopy (FTIR) and X-ray diffraction (XRD). AP solubility diagram profile can be associated with cholecalciferol-HPBCD complex instability in liquid phase requiring spray drying to bring it to a solid dispersion state (always more stable) illustrated by scanning electron microscopy (SEM). Computational studies led to a deeper understanding and clarification, at molecular level, of the interactions within cholecalciferol-HPBCD complex. Thermodynamics and geometry of the complex were investigated by molecular dynamics (MD) simulation.


Asunto(s)
Simulación de Dinámica Molecular , beta-Ciclodextrinas , 2-Hidroxipropil-beta-Ciclodextrina/química , Rastreo Diferencial de Calorimetría , Colecalciferol , Solubilidad , Espectroscopía Infrarroja por Transformada de Fourier/métodos , Difracción de Rayos X , beta-Ciclodextrinas/química
17.
J Am Chem Soc ; 143(20): 7828-7838, 2021 05 26.
Artículo en Inglés | MEDLINE | ID: mdl-33977722

RESUMEN

Fc glycosylation profoundly impacts the effector functions of antibodies and often dictates an antibody's pro- or anti-inflammatory activities. It is well established that core fucosylation of the Fc domain N-glycans of an antibody significantly reduces its affinity for FcγRIIIa receptors and antibody-dependent cellular cytotoxicity (ADCC). Previous structural studies have suggested that the presence of a core fucose remarkably decreases the unique and favorable carbohydrate-carbohydrate interactions between the Fc and the receptor N-glycans, leading to reduced affinity. We report here that in contrast to natural core fucose, special site-specific modification on the core fucose could dramatically enhance the affinity of an antibody for FcγRIIIa. The site-selective modification was achieved through an enzymatic transfucosylation with a novel fucosidase mutant, which was shown to be able to use modified α-fucosyl fluoride as the donor substrate. We found that replacement of the core l-fucose with 6-azide- or 6-hydroxy-l-fucose (l-galactose) significantly enhanced the antibody's affinity for FcγRIIIa receptors and substantially increased the ADCC activity. To understand the mechanism of the modified fucose-mediated affinity enhancement, we performed molecular dynamics simulations. Our data revealed that the number of glycan contacts between the Fc and the Fc receptor was increased by the selective core-fucose modifications, showing the importance of unique carbohydrate-carbohydrate interactions in achieving high FcγRIIIa affinity and ADCC activity of antibodies. Thus, the direct site-selective modification turns the adverse effect of the core fucose into a favorable force to promote the carbohydrate-carbohydrate interactions.


Asunto(s)
Anticuerpos/inmunología , Citotoxicidad Celular Dependiente de Anticuerpos/inmunología , Receptores de IgG/inmunología , Anticuerpos/química , Humanos , Modelos Moleculares , Receptores de IgG/química
18.
Chemistry ; 27(5): 1648-1654, 2021 Jan 21.
Artículo en Inglés | MEDLINE | ID: mdl-33258147

RESUMEN

A simple approach to the synthesis of heterocyclophane consisting of two 4,4'-bithiazoles has been developed in mild conditions. The heterocyclophane with two short chains was conveniently prepared by Hantzsch thiazoles synthesis using the reaction of 3-tert-butoxycarbonyl-3-azapentanethiocarboxamide with 1,4-dibromobutane-2,3-dione in methanol under reflux for only 15 min. Amino groups at the linkers of this heterocyclophane can be functionalized to give acylated and carbamate derivatives. Their properties as protein kinase inhibitors were investigated, and one of the heterocyclophanes exhibited specific anti-activity for c-mesenchymal epithelial transition factor (IC50 =603 nm), among seven types of protein kinases investigated. The computational site identification by ligand competitive saturation method was used to determine why the one heterocyclophane exhibited strong anti-activity for c-mesenchymal epithelial transition factor.

19.
J Chem Inf Model ; 61(4): 1931-1941, 2021 04 26.
Artículo en Inglés | MEDLINE | ID: mdl-33819021

RESUMEN

Second-generation ethanol production involves the use of agricultural and forestry waste as feedstock, being an alternative to the first-generation technology as it relies on low-cost abundant residues and does not affect food agriculture. However, the success of second-generation biorefineries relies on energetically efficient processes and effective enzyme cocktails to convert cellulose into fermentable sugars. ß-glucosidases catalyze the last step on the enzymatic hydrolysis of cellulose; however, they are often inhibited by glucose. Previous studies demonstrated that glucose-6-phosphate (G6P) is a positive allosteric modulator of Bacillus polymyxa ß-glucosidase A, improving enzymatic efficiency, providing thermoresistance, and imparting glucose tolerance. However, the precise molecular details of G6P-ß-glucosidase A interactions have not yet been described so far. We investigated the molecular details of G6P binding into B. polymyxa ß-glucosidase A through in silico docking using the site identification by ligand competitive saturation technology followed by site-directed mutagenesis studies, from which an allosteric binding site for G6P was identified. In addition, a mechanistic shift toward the transglycosylation reaction as opposed to hydrolysis was observed in the presence of G6P, suggesting a new role of G6P allosteric modulation of the catalytic activity of ß-glucosidase A.


Asunto(s)
Glucosa-6-Fosfato , beta-Glucosidasa , Regulación Alostérica , Sitios de Unión , Hidrólisis , beta-Glucosidasa/metabolismo
20.
Chem Rev ; 119(13): 7940-7995, 2019 07 10.
Artículo en Inglés | MEDLINE | ID: mdl-31141351

RESUMEN

Many applications in chemistry, biology, and energy storage/conversion research rely on molecular simulations to provide fundamental insight into structural and transport properties of materials with high ionic concentrations. Whether the system is comprised entirely of ions, like ionic liquids, or is a mixture of a polar solvent with a salt, e.g., liquid electrolytes for battery applications, the presence of ions in these materials results in strong local electric fields polarizing solvent molecules and large ions. To predict properties of such systems from molecular simulations often requires either explicit or mean-field inclusion of the influence of polarization on electrostatic interactions. In this manuscript, we review the pros and cons of different treatments of polarization ranging from the mean-field approaches to the most popular explicit polarization models in molecular dynamics simulations of ionic materials. For each method, we discuss their advantages and disadvantages and emphasize key assumptions as well as their adjustable parameters. Strategies for the development of polarizable models are presented with a specific focus on extracting atomic polarizabilities. Finally, we compare simulations using polarizable and nonpolarizable models for several classes of ionic systems, discussing the underlying physics that each approach includes or ignores, implications for implementation and computational efficiency, and the accuracy of properties predicted by these methods compared to experiments.


Asunto(s)
Electrólitos/química , Líquidos Iónicos/química , Aniones/química , Cationes/química , Simulación de Dinámica Molecular
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