docking calculations
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2022 ◽  
Vol 23 (2) ◽  
pp. 783
Author(s):  
Diana Fedunova ◽  
Andrea Antosova ◽  
Jozef Marek ◽  
Vladimir Vanik ◽  
Erna Demjen ◽  
...  

Amyloid fibrils draw attention as potential novel biomaterials due to their high stability, strength, elasticity or resistance against degradation. Therefore, the controlled and fast fibrillization process is of great interest, which raises the demand for effective tools capable of regulating amyloid fibrillization. Ionic liquids (ILs) were identified as effective modulators of amyloid aggregation. The present work is focused on the study of the effect of 1-ethyl-3-methyl imidazolium-based ILs with kosmotropic anion acetate (EMIM-ac) and chaotropic cation tetrafluoroborate (EMIM-BF4) on the kinetics of lysozyme amyloid aggregation and morphology of formed fibrils using fluorescence and CD spectroscopy, differential scanning calorimetry, AFM with statistical image analysis and docking calculations. We have found that both ILs decrease the thermal stability of lysozyme and significantly accelerate amyloid fibrillization in a dose-dependent manner at concentrations of 0.5%, 1% and 5% (v/v) in conditions and time-frames when no fibrils are formed in ILs-free solvent. The effect of EMIM-BF4 is more prominent than EMIM-ac due to the different specific interactions of the anionic part with the protein surface. Although both ILs induced formation of amyloid fibrils with typical needle-like morphology, a higher variability of fibril morphology consisting of a different number of intertwining protofilaments was identified for EMIM-BF4.


Author(s):  
Alican Gulsevin ◽  
Andrew M Glazer ◽  
Tiffany Shields ◽  
Brett M Kroncke ◽  
Dan M Roden ◽  
...  

The cardiac sodium ion channel (NaV1.5) is a protein with four domains (DI-DIV), each with six transmembrane segments. Its opening and subsequent inactivation results in the brief rapid influx of Na+ ions resulting in the depolarization of cardiomyocytes. The neurotoxin veratridine (VTD) inhibits NaV1.5 inactivation resulting in longer channel opening times, and potentially fatal action potential prolongation. VTD is predicted to bind at the channel pore, but alternative binding sites have not been ruled out. To determine the binding site of VTD on NaV1.5, we performed docking calculations and high-throughput electrophysiology experiments. The docking calculations identified two distinct binding regions. The first site was in the pore, close to the binding site of NaV1.4 and NaV1.5 blocking drugs in experimental structures. The second site was at the “mouth” of the pore at the cytosolic side, partly solvent-exposed. Mutations at this site (L409, E417, and I1466) had large effects on VTD binding, while residues deeper in the pore had no effect, consistent with VTD binding at the mouth site. Overall, our results suggest a VTD binding site close to the cytoplasmic mouth of the channel pore. Binding at this alternative site might indicate an allosteric inactivation mechanism for VTD at NaV1.5.


2021 ◽  
Vol 66 (1) ◽  
Author(s):  
Yureli Chiguils-Pérez ◽  
Alejandro Israel Rodríguez-Hurtado ◽  
Lemuel Pérez-Picaso ◽  
Roxana Martínez-Pascual ◽  
María de los Ángeles Martínez-Rivera ◽  
...  

Abstract. A series of N-benzoyl amino esters and N-benzoyl amino acids were synthesized from commercially-available amino acids (Val, Ile, Leu, Ala, Phe, Trp) and were evaluated for their antifungal activity against two filamentous fungi, A. fumigatus and F. temperatum. According to the in vitro assays, five compounds (5-7, 10, 13) exhibited relevant antifungal activity against F. temperatum and two compounds (5 and 7) showed remarkable activity against both fungi strains. Some structure-activity relationships were established regarding the side chain at Ca and the type of substituents on the aromatic ring in the benzoyl moiety. Docking calculations were performed in order to predict binding affinities between compounds prepared herein and fungal chitinase, a potential target against fungi; interactions involving the aromatic rings, the influence on the number of methyl substituents, and configurations on the a-carbon have been analyzed.   Resumen. Una serie de derivados N-benzoilamino ésteres y N-benzoilaminoácidos, sintetizados a partir de aminoácidos disponibles comercialmente (Val, Ile, Leu, Ala, Phe, Trp), se evaluaron como agentes antifúngicos frente a dos hongos filamentosos, A. fumigatus y F. temperatum. De acuerdo con los ensayos in vitro, cinco compuestos (5-7, 10, 13) exhibieron una actividad relevante contra F. temperatum y dos derivados (5 y 7) mostraron una actividad notable contra ambas cepas. Algunas relaciones de estructura actividad permitieron observar el efecto de la cadena lateral del aminoácido, y de los sustituyentes del grupo benzoílo, en la actividad biológica. Se realizaron cálculos de acoplamiento molecular con el propósito de predecir afinidades de enlace entre los compuestos sintetizados y la enzima quitinasa, considerada un blanco molecular potencial. Se analizaron las interacciones que involucran anillos aromáticos, la influencia de los sustituyentes metilo, así como la configuración del Ca.


2021 ◽  
Vol 15 (1) ◽  
pp. 21
Author(s):  
Otávio Augusto Chaves ◽  
Carolina Q. Sacramento ◽  
André C. Ferreira ◽  
Mayara Mattos ◽  
Natalia Fintelman-Rodrigues ◽  
...  

Atazanavir (ATV) has already been considered as a potential repurposing drug to 2019 coronavirus disease (COVID-19); however, there are controversial reports on its mechanism of action and effectiveness as anti-severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Through the pre-clinical chain of experiments: enzymatic, molecular docking, cell-based and in vivo assays, it is demonstrated here that both SARS-CoV-2 B.1 lineage and variant of concern gamma are susceptible to this antiretroviral. Enzymatic assays and molecular docking calculations showed that SARS-CoV-2 main protease (Mpro) was inhibited by ATV, with Morrison’s inhibitory constant (Ki) 1.5-fold higher than GC376 (a positive control) dependent of the catalytic water (H2Ocat) content. ATV was a competitive inhibitor, increasing the Mpro’s Michaelis–Menten (Km) more than sixfold. Cell-based assays indicated that different lineages of SARS-CoV-2 is susceptible to ATV. Using oral administration of ATV in mice to reach plasmatic exposure similar to humans, transgenic mice expression in human angiotensin converting enzyme 2 (K18-hACE2) were partially protected against lethal challenge with SARS-CoV-2 gamma. Moreover, less cell death and inflammation were observed in the lung from infected and treated mice. Our studies may contribute to a better comprehension of the Mpro/ATV interaction, which could pave the way to the development of specific inhibitors of this viral protease.


Molecules ◽  
2021 ◽  
Vol 26 (24) ◽  
pp. 7622
Author(s):  
Youghourta Belhocine ◽  
Seyfeddine Rahali ◽  
Hamza Allal ◽  
Ibtissem Meriem Assaba ◽  
Monira Galal Ghoniem ◽  
...  

The encapsulation mode of dexamethasone (Dex) into the cavity of β-cyclodextrin (β-CD), as well as its potential as an inhibitor of the COVID-19 main protease, were investigated using density functional theory with the recent dispersion corrections D4 and molecular docking calculations. Independent gradient model and natural bond orbital approaches allowed for the characterization of the host–guest interactions in the studied systems. Structural and energetic computation results revealed that hydrogen bonds and van der Waals interactions played significant roles in the stabilization of the formed Dex@β-CD complex. The complexation energy significantly decreased from −179.50 kJ/mol in the gas phase to −74.14 kJ/mol in the aqueous phase. A molecular docking study was performed to investigate the inhibitory activity of dexamethasone against the COVID-19 target protein (PDB ID: 6LU7). The dexamethasone showed potential therapeutic activity as a SARS CoV-2 main protease inhibitor due to its strong binding to the active sites of the protein target, with predicted free energy of binding values of −29.97 and −32.19 kJ/mol as calculated from AutoDock4 and AutoDock Vina, respectively. This study was intended to explore the potential use of the Dex@β-CD complex in drug delivery to enhance dexamethasone dissolution, thus improving its bioavailability and reducing its side effects.


Pharmaceutics ◽  
2021 ◽  
Vol 13 (12) ◽  
pp. 2022
Author(s):  
Xiangjie Su ◽  
Mercedes Ramírez-Escudero ◽  
Feilong Sun ◽  
Joep B. van den Dikkenberg ◽  
Mies J. van Steenbergen ◽  
...  

The aim of this study was to get insight into the internalization and transport of PEGylat-ed mixed micelles loaded by vitamin K, as mediated by Scavenger Receptor B1 (SR-B1) that is abundantly expressed by intestinal epithelium cells as well as by differentiated Caco-2 cells. Inhibition of SR-B1 reduced endocytosis and transport of vitamin-K-loaded 0%, 30% and 50% PEGylated mixed micelles and decreased colocalization of the micelles with SR-B1. Confocal fluorescence microscopy, fluorescence-activated cell sorting (FACS) analysis, and surface plasmon resonance (SPR) were used to study the interaction between the mixed micelles of different compositions (varying vitamin K loading and PEG content) and SR-B1. Interaction of PEGylated micelles was independent of the vitamin K content, indicating that the PEG shell prevented vitamin K exposure at the surface of the micelles and binding with the receptor and that the PEG took over the micelles’ ability to bind to the receptor. Molecular docking calculations corroborated the dual binding of both vita-min K and PEG with the binding domain of SR-B1. In conclusion, the improved colloidal stability of PEGylated mixed micelles did not compromise their cellular uptake and transport due to the affinity of PEG for SR-B1. SR-B1 is able to interact with PEGylated nanoparticles and mediates their subsequent internalization and transport.


2021 ◽  
Author(s):  
Otavio Augusto Chaves ◽  
Carolina Q. Sacramento ◽  
Andre Costa Ferreira ◽  
Mayara Mattos ◽  
Natalia Fintelman-Rodrigues ◽  
...  

Atazanavir (ATV) has already been considered as a potential repurposing drug to 2019 coronavirus disease (COVID-19), however, there are controversial reports on its mechanism of action and effectiveness as anti-severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Through the pre-clinical chain of experiments: enzymatic, molecular docking, cell-based, and in vivo assays, it is demonstrated here that both SARS-CoV-2 B.1 lineage and variant of concern gamma are susceptible to this antiretroviral. Enzymatic assays and molecular docking calculations showed that SARS-CoV-2 main protease (Mpro) was inhibited by ATV, with Morrison's inhibitory constant (Ki) 1.5-fold higher than boceprevir (GC376, a positive control). ATV was a competitive inhibition, increasing the Mpro's Michaelis-Menten (Km) more than 6-fold. Cell-based assays indicated that SARS-CoV-2 gamma is more susceptible to ATV than its predecessor strain B.1. Using oral administration of ATV in mice to reach plasmatic exposure similar to humans, transgenic mice expression in human angiotensin converting enzyme 2 (K18-hACE2) were partially protected against lethal challenge with SARS-CoV-2 gamma. Moreover, less cell death and inflammation were observed in the lung from infected and treated mice. Our studies may contribute to a better comprehension of the Mpro/ATV interaction, which could pave the way to the development of specific inhibitors of this viral protease.


2021 ◽  
Vol 22 (21) ◽  
pp. 11635
Author(s):  
Jieun Choi ◽  
Juyong Lee

We propose a computational workflow to design novel drug-like molecules by combining the global optimization of molecular properties and protein-ligand docking with machine learning. However, most existing methods depend heavily on experimental data, and many targets do not have sufficient data to train reliable activity prediction models. To overcome this limitation, protein-ligand docking calculations must be performed using the limited data available. Such docking calculations during molecular generation require considerable computational time, preventing extensive exploration of the chemical space. To address this problem, we trained a machine-learning-based model that predicted the docking energy using SMILES to accelerate the molecular generation process. Docking scores could be accurately predicted using only a SMILES string. We combined this docking score prediction model with the global molecular property optimization approach, MolFinder, to find novel molecules exhibiting the desired properties with high values of predicted docking scores. We named this design approach V-dock. Using V-dock, we efficiently generated many novel molecules with high docking scores for a target protein, a similarity to the reference molecule, and desirable drug-like and bespoke properties, such as QED. The predicted docking scores of the generated molecules were verified by correlating them with the actual docking scores.


2021 ◽  
Vol 14 (10) ◽  
pp. 1027
Author(s):  
Danielle R. Garcia ◽  
Felipe R. Souza ◽  
Ana P. Guimarães ◽  
Martin Valis ◽  
Zbyšek Pavelek ◽  
...  

Continuing the work developed by our research group, in the present manuscript, we performed a theoretical study of 10 new structures derived from the antivirals cidofovir and ribavirin, as inhibitor prototypes for the enzyme thymidylate kinase from Variola virus (VarTMPK). The proposed structures were subjected to docking calculations, molecular dynamics simulations, and free energy calculations, using the molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) method, inside the active sites of VarTMPK and human TMPK (HssTMPK). The docking and molecular dynamic studies pointed to structures 2, 3, 4, 6, and 9 as more selective towards VarTMPK. In addition, the free energy data calculated through the MM-PBSA method, corroborated these results. This suggests that these compounds are potential selective inhibitors of VarTMPK and, thus, can be considered as template molecules to be synthesized and experimentally evaluated against smallpox.


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