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1.
J Cell Biochem ; 117(11): 2643-57, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-27038253

RESUMEN

The flap region in aspartic proteases is a unique structural feature to this class of enzymes, and found to have a profound impact on protein overall structure, function, and dynamics. Understanding the structure and dynamic behavior of the flap regions is crucial in the design of selective inhibitors against aspartic proteases. Cathepsin-D, an aspartic protease enzyme, has been implicated in a long list of degenerative diseases as well as breast cancer progression. Presented herein, for the first time, is a comprehensive description of the conformational flap dynamics of cathepsin-D using a comparative 50 ns "multiple" molecular dynamics simulations. Diverse collective metrics were proposed to accurately define flap dynamics. These are distance d1 between the flap tips residues (Gly79 and Met301); dihedral angle ϕ; in addition to TriCα angles Gly79-Asp33-Asp223, θ1 , and Gly79-Asp223-Met301, θ2 . The maximum distance attained throughout the simulation was 17.42 and 11.47 Å for apo and bound cathepsin-D, respectively, while the minimum distance observed was 8.75 and 6.32 Å for apo and bound cathepsin-D, respectively. The movement of the flap as well as the twist of the active pocket can properly be explained by measuring the angle, θ1 , between Gly79-Asp33-Met301 and correlating it with the distance Cα of the flap tip residues. The asymmetrical opening of the binding cavity was best described by the large shift of -6.26° to +20.94° in the dihedral angle, ϕ, corresponding to the full opening of the flap at a range of 31-33 ns. A wide-range of post-dynamic analyses was also applied in this report to supplement our findings. We believe that this report would augment current efforts in designing potent structure-based inhibitors against cathepsin-D in the treatment of breast cancer and other degenerative diseases. J. Cell. Biochem. 117: 2643-2657, 2016. © 2016 Wiley Periodicals, Inc.


Asunto(s)
Catepsina D/química , Simulación de Dinámica Molecular , Conformación Proteica , Sitios de Unión , Dominio Catalítico , Cristalografía por Rayos X , Humanos , Ligandos , Modelos Moleculares
2.
Sci Rep ; 10(1): 18391, 2020 10 27.
Artículo en Inglés | MEDLINE | ID: mdl-33110140

RESUMEN

The human sweet taste receptor (T1R2) monomer-a member of the G-protein coupled receptor family that detects a wide variety of chemically and structurally diverse sweet tasting molecules, is known to pose a significant threat to human health. Protein that lack crystal structure is a challenge in structure-based protein design. This study focused on the interaction of the T1R2 monomer with rebaudioside A (Reb-A), a steviol glycoside with potential use as a natural sweetener using in-silico and biosensing methods. Herein, homology modelling, docking studies, and molecular dynamics simulations were applied to elucidate the interaction between Reb-A and the T1R2 monomer. In addition, the electrochemical sensing of the immobilised T1R2-Reb-A complex with zinc oxide nanoparticles (ZnONPs) and graphene oxide (GO) were assessed by testing the performance of multiwalled carbon nanotube (MWCNT) as an adsorbent experimentally. Results indicate a strong interaction between Reb-A and the T1R2 receptor, revealing the stabilizing interaction of the amino acids with the Reb-A by hydrogen bonds with the hydroxyl groups of the glucose moieties, along with a significant amount of hydrophobic interactions. Moreover, the presence of the MWCNT as an anchor confirms the adsorption strength of the T1R2-Reb-A complex onto the GO nanocomposite and supported with electrochemical measurements. Overall, this study could serve as a cornerstone in the development of electrochemical immunosensor for the detection of Reb-A, with applications in the food industry.


Asunto(s)
Diterpenos de Tipo Kaurano/química , Modelos Químicos , Receptores Acoplados a Proteínas G/química , Edulcorantes/química , Papilas Gustativas/química , Adsorción , Técnicas Biosensibles , Simulación por Computador , Humanos , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Unión Proteica
3.
Future Med Chem ; 10(1): 5-26, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-29235371

RESUMEN

AIM: Cathepsin D, one of the attractive targets in the treatment of breast cancer, has been implicated in HIV neuropathogenesis with potential proteolytic effects on chemokines. Methodology/result: Diverse modeling tools were used to reveal the key structural features affecting the inhibitory activities of 78 pepstatin A analogs. Analyses were performed to investigate the stability, rationality and fluctuation of the analogs. Results showed a clear correlation between the experimental and predicted activities of the analogs as well as the variation in their activities relative to structural modifications. CONCLUSION: The insight gained from this study offers theoretical references for understanding the mechanism of action of cathepsin D and will aid in the design of more potent and clinically-relevant drugs. Graphical abstract [Formula: see text].


Asunto(s)
Catepsina D/antagonistas & inhibidores , Pepstatinas/farmacología , Inhibidores de Proteasas/farmacología , Relación Estructura-Actividad Cuantitativa , Catepsina D/metabolismo , Relación Dosis-Respuesta a Droga , Humanos , Modelos Moleculares , Estructura Molecular , Pepstatinas/síntesis química , Pepstatinas/química , Inhibidores de Proteasas/síntesis química , Inhibidores de Proteasas/química , Relación Estructura-Actividad
4.
Drug Des Devel Ther ; 11: 2551-2564, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28919707

RESUMEN

The pharmaceutical industry is progressively operating in an era where development costs are constantly under pressure, higher percentages of drugs are demanded, and the drug-discovery process is a trial-and-error run. The profit that flows in with the discovery of new drugs has always been the motivation for the industry to keep up the pace and keep abreast with the endless demand for medicines. The process of finding a molecule that binds to the target protein using in silico tools has made computational chemistry a valuable tool in drug discovery in both academic research and pharmaceutical industry. However, the complexity of many protein-ligand interactions challenges the accuracy and efficiency of the commonly used empirical methods. The usefulness of quantum mechanics (QM) in drug-protein interaction cannot be overemphasized; however, this approach has little significance in some empirical methods. In this review, we discuss recent developments in, and application of, QM to medically relevant biomolecules. We critically discuss the different types of QM-based methods and their proposed application to incorporating them into drug-design and -discovery workflows while trying to answer a critical question: are QM-based methods of real help in drug-design and -discovery research and industry?


Asunto(s)
Diseño de Fármacos , Descubrimiento de Drogas/métodos , Teoría Cuántica , Industria Farmacéutica/métodos , Humanos , Ligandos , Simulación de Dinámica Molecular , Proteínas/metabolismo , Flujo de Trabajo
5.
Drug Des Devel Ther ; 9: 6055-65, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26622167

RESUMEN

Based on experimental data, the anticancer activity of nelfinavir (NFV), a US Food and Drug Administration (FDA)-approved HIV-1 protease inhibitor (PI), was reported. Nevertheless, the mechanism of action of NFV is yet to be verified. It was hypothesized that the anticancer activity of NFV is due to its inhibitory effect on heat shock protein 90 (Hsp90), a promising target for anticancer therapy. Such findings prompted us to investigate the potential anticancer activity of all other FDA-approved HIV-1 PIs against human Hsp90. To accomplish this, "loop docking" - an enhanced in-house developed molecular docking approach - followed by molecular dynamic simulations and postdynamic analyses were performed to elaborate on the binding mechanism and relative binding affinities of nine FDA-approved HIV-1 PIs against human Hsp90. Due to the lack of the X-ray crystal structure of human Hsp90, homology modeling was performed to create its 3D structure for subsequent simulations. Results showed that NFV has better binding affinity (ΔG =-9.2 kcal/mol) when compared with other PIs: this is in a reasonable accordance with the experimental data (IC50 3.1 µM). Indinavir, saquinavir, and ritonavir have close binding affinity to NFV (ΔG =-9.0, -8.6, and -8.5 kcal/mol, respectively). Per-residue interaction energy decomposition analysis showed that hydrophobic interaction (most importantly with Val534 and Met602) played the most predominant role in drug binding. To further validate the docking outcome, 5 ns molecular dynamic simulations were performed in order to assess the stability of the docked complexes. To our knowledge, this is the first account of detailed computational investigations aimed to investigate the potential anticancer activity and the binding mechanism of the FDA-approved HIV PIs binding to human Hsp90. Information gained from this study should also provide a route map toward the design, optimization, and further experimental investigation of potential derivatives of PIs to treat HER2+ breast cancer.


Asunto(s)
Antineoplásicos/farmacología , Reposicionamiento de Medicamentos , Inhibidores de la Proteasa del VIH/farmacología , Proteasa del VIH/metabolismo , VIH-1/efectos de los fármacos , Proteínas HSP90 de Choque Térmico/antagonistas & inhibidores , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Nelfinavir/farmacología , Antineoplásicos/química , Antineoplásicos/metabolismo , Sitios de Unión , Diseño de Fármacos , Proteasa del VIH/química , Inhibidores de la Proteasa del VIH/química , Inhibidores de la Proteasa del VIH/metabolismo , VIH-1/enzimología , Proteínas HSP90 de Choque Térmico/química , Proteínas HSP90 de Choque Térmico/metabolismo , Humanos , Nelfinavir/química , Nelfinavir/metabolismo , Unión Proteica , Conformación Proteica , Reproducibilidad de los Resultados , Relación Estructura-Actividad
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