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1.
The pyrrolotriazin derivative 2-(4-(4-((7-(3-(N-methylmethylsulfonamido)phenyl)pyrrolo [2,1-f][1,2,4]triazin-2-yl)amino)phenyl)piperidin-1-yl)acetamide (PPA) is a potential Janus kinase 2 (JAK2) inhibitor. The binding mode between PPA and JAK2 was investigated by using a combined method of docking, molecular dynamics (MD) simulation and binding free-energy calculation. The docking calculations preliminarily indicated that there were two possible binding modes 1 and 2; MD simulations and binding free-energy calculations identified that binding mode 1 was more stable and favourable, with the lower MM-PBSA binding free energy of ?34.00?±?0.17?kcal/mol. Moreover, some valuable binding information is revealed as follows: the inhibitor PPA is suitably located at the ATP-binding site of JAK2 and the hydrophobic interaction plays an essential role. PPA not only interacts with residues Leu855, Val863, Ala880, Tyr931, Leu932 and Leu983 via hydrophobic interaction but also interacts with Ser936 and Asp994 by hydrogen bonds. These two factors are advantageous for PPA to strongly bind to JAK2. These results help to understand the action mechanisms and designing new compounds with a higher affinity to JAK2.  相似文献   

2.
The aggregation of amyloid β‐peptide (Aβ42) into toxic oligomers, fibrils, has been identified as a key process in Alzheimer's disease (AD) progression. The role of halogen‐substituted compounds have been highlighted in the disassembly of Aβ protofibril. However, the underlying inhibitory mechanism of Aβ42 protofibril destabilization remains elusive. In this regard, a combined molecular docking and molecular dynamics (MD) simulations were performed to elucidate the inhibitory mechanism of a fluorinated compound, D744 , which has been reported previously for potential in vitro and in vivo inhibitory activity against Aβ42 aggregation and reduction in the Aβ‐induced cytotoxicity. The molecular docking analysis highlights that D744 binds and interacts with chain A of the protofibril structure with hydrophobic contacts and orthogonal multipolar interaction. MD simulations reveal destabilization of the protofibril structure in the presence of D744 due to the decrease in β‐sheet content and a concomitant increase of coil and bend structures, increase in the interchain D23‐K28 salt bridge distance, decrease in the number of backbone hydrogen bonds, increase in the average distance between Cα atoms, and decrease in the binding affinity between chains A and B of the protofibril structure. The binding free‐energy analysis between D744 and the protofibril structure with Molecular Mechanics Poisson‐Boltzmann Surface Area (MM‐PBSA) reveal that residues Leu17, Val18, Phe19, Phe20, Ala21, Glu22, Asp23, Leu34, Val36, Gly37, and Gly38 of chain A of the protofibril structure contribute maximum towards binding free energy (ΔG binding  = −44.87 kcal/mol). The insights into the underlying inhibitory mechanism of small molecules that show potential in vitro anti‐aggregation activity against Aβ42 will be beneficial for the current and future AD therapeutic studies.  相似文献   

3.
Microtubule stabilizers provide an important mode of treatment via mitotic cell arrest of cancer cells. Recently, we reported two novel neolignans derivatives Cmp10 and Cmp19 showing anticancer activity and working as microtubule stabilizers at micromolar concentrations. In this study, we have explored the binding site, mode of binding, and stabilization by two novel microtubule stabilizers Cmp10 and Cmp19 using in silico molecular docking, molecular dynamics (MD) simulation, and binding free energy calculations. Molecular docking studies were performed to explore the β-tubulin binding site of Cmp10 and Cmp19. Further, MD simulations were used to probe the β-tubulin stabilization mechanism by Cmp10 and Cmp19. Binding affinity was also compared for Cmp10 and Cmp19 using binding free energy calculations. Our docking results revealed that both the compounds bind at Ptxl binding site in β-tubulin. MD simulation studies showed that Cmp10 and Cmp19 binding stabilizes M-loop (Phe272-Val288) residues of β-tubulin and prevent its dynamics, leading to a better packing between α and β subunits from adjacent tubulin dimers. In addition, His229, Ser280 and Gln281, and Arg278, Thr276, and Ser232 were found to be the key amino acid residues forming H-bonds with Cmp10 and Cmp19, respectively. Consequently, binding free energy calculations indicated that Cmp10 (?113.655 kJ/mol) had better binding compared to Cmp19 (?95.216 kJ/mol). This study provides useful insight for better understanding of the binding mechanism of Cmp10 and Cmp19 and will be helpful in designing novel microtubule stabilizers.  相似文献   

4.
Alar, a Pyridoxal 5′-phosphate (PLP)-dependent bacterial enzyme is responsible for the racemisation of L-alanine into D-alanine which is essential for the peptidoglycan biosynthesis in both Gram-positive and Gram-negative bacteria. In the present study, we performed induced fit docking, binding free energy calculation and molecular dynamics simulation to elucidate the Alar inhibition potential of 1,2,4-thiadiazolidine-3,5-dione-based inhibitor 1. The inhibitor binds to the hydrophobic groove of Alar and the binding was found to be stable throughout 20-ns MD simulation. Induced fit docking result showed that Lys42, Tyr46, Tyr175 and Tyr364 residues are primarily responsible for the stabilisation of inhibitor–protein complex. Further, high negative van der Waals binding free energy value of –38.88 kcal/mol, indicated it as the main driving force for the inhibitor binding. Based on the information obtained from this study, we designed few molecules as potent Alar inhibitor. In order to gain structural insight and to validate the stability of complex, we performed 20-ns MD simulation of the designed molecule D1. Results obtained from this study can be used for the design of M. tuberculosis Alar potent inhibitors lacking affinity for the co-factor PLP.  相似文献   

5.
Alzheimer’s disease (AD) is a progressive neurodegenerative disorder that is characterized by loss of intellectual functioning of brain and memory loss. According to amyloid cascade hypothesis, aggregation of amyloid-β42 (Aβ42) peptide can generate toxic oligomers and their accumulation in the brain is responsible for the onset of AD. In spite of carrying out a large number of experimental studies on inhibition of Aβ42 aggregation by small molecules, the detailed inhibitory mechanism remains elusive. In the present study, comparable molecular dynamics (MD) simulations were performed to elucidate the inhibitory mechanism of a sulfonamide inhibitor C1 (2,5-dichloro-N-(4-piperidinophenyl)-3-thiophenesulfonamide), reported for its in vitro and in vivo anti-aggregation activity against Aβ42. MD simulations reveal that C1 stabilizes native α-helix conformation of Aβ42 by interacting with key residues in the central helix region (13–26) with hydrogen bonds and ππ interactions. C1 lowers the solvent-accessible surface area of the central hydrophobic core (CHC), KLVFF (16–20), that confirms burial of hydrophobic residues leading to the dominance of helical conformation in the CHC region. The binding free energy analysis with MM–PBSA demonstrates that Ala2, Phe4, Tyr10, Gln15, Lys16, Leu17, Val18, Phe19, Phe20, Glu22, and Met35 contribute maximum to binding free energy (?43.1 kcal/mol) between C1 and Aβ42 monomer. Overall, MD simulations reveal that C1 inhibits Aβ42 aggregation by stabilizing native helical conformation and inhibiting the formation of aggregation-prone β-sheet conformation. The present results will shed light on the underlying inhibitory mechanism of small molecules that show potential in vitro anti-aggregation activity against Aβ42.  相似文献   

6.
Abstract

The resistance to the endocrine therapy of breast cancer leads to the emergence of new class of drugs that downregulates the estrogen receptor action known as selective estrogen receptor downregulators (SERDs). The first approved SERD is fluvestrant; after this, there are several downregulators evolved and are in clinical trials, in which the brilanestrant (BRI) molecule shows nM range of binding affinity and efficacy. In the present study, to understand the binding nature of BRI molecule in the active site of ERα, the molecular docking analysis has been performed. Further, the QM/MM calculations were performed for the BRI–ERα complex to analyze the charge density distribution of intermolecular interactions. The molecular dynamics (MD) simulation was employed to understand the stability and binding mechanism of BRI molecule through root-mean-square deviation (RMSD), root-mean-square fluctuation (RMSF) and binding free energy calculations. From the MD simulation trajectory analysis, the alterations of Helix12 conformation and the key residue (Lys529), which is responsible for the ERα downregulation, have been identified. Further, the interaction between the H3 and H12 regions was identified for the antagonism of BRI molecule. The current study led us to understand the binding mechanism, antagonism and downregulation of BRI molecule, and this knowledge is essential to design novel SERDs for the treatment of endocrine-resistant positive breast cancer.

Communicated by Ramaswamy H. Sarma  相似文献   

7.
A chip-based screening system for IκB kinase β (IKKβ) has been developed by physically immobilizing the substrate IκBα on a glass matrix using a calixarene linker. Phosphorylation of IκBα by IKKβ and ATP was quantitated using a fluorescently labeled antibody. Using this efficient assay system a chemical library of 2000 bioactive compounds was screened against IKKβ and four were identified as good inhibitors, namely, aurintricarboxylic acid, diosmin, ellagic acid, and hematein. None of them have been reported to be an inhibitor of IKKβ although they were implicated in various NFκB-mediated biological processes. Our enzyme-based assay showed that IC50 of the four inhibitors is comparable with that of IKK-16, a previously known strong inhibitor. Molecular docking simulation shows that the hydrophobic moiety of an inhibitor interacts with the four hydrophobic residues (Leu21, Val29, Val152, and Ile165) of the active site. The MM-PBSA calculation suggests that these hydrophobic interactions appear to be the predominant contributor to the binding free energy. As IKKβ is ubiquitously expressed in various cell types and executes many biological functions, the enzyme and cell specificity of the four inhibitors need to be rigorously tested before accepted as a drug candidate.  相似文献   

8.
Abstract

A series of naphthalene-chalcone derivatives (3a–3t) were prepared and evaluated as tubulin polymerisation inhibitor for the treatment of breast cancer. All compounds were evaluated for their antiproliferative activity against MCF-7 cell line. The most of compounds displayed potent antiproliferative activity. Among them, compound 3a displayed the most potent antiproliferative activity with an IC50 value of 1.42?±?0.15?µM, as compared to cisplatin (IC50?=?15.24?±?1.27?µM). Additionally, the promising compound 3a demonstrated relatively lower cytotoxicity on normal cell line (HEK293) compared to tumour cell line. Furthermore, compound 3a was found to induce significant cell cycle arrest at the G2/M phase and cell apoptosis. Compound 3a displayed potent tubulin polymerisation inhibitory activity with an IC50 value of 8.4?µM, which was slightly more active than the reference compound colchicine (IC50?=?10.6?µM). Molecular docking analysis suggested that 3a interact and bind at the colchicine binding site of the tubulin.  相似文献   

9.
Kun Sha 《Molecular simulation》2015,41(18):1553-1561
The heat shock protein 90 (Hsp90) represents a new avenue for cancer therapy. A novel benzolactam inhibitor, compound 31, showed a great selectivity for Hsp90α and Hsp90β against Grp94. However, the structural basis for the great selectivity of compound 31 for Hsp90α/β versus Grp94 remains poorly understood. In this study, we carried out molecular docking, molecular dynamics simulations and binding free energy calculations (MM-GBSA) to address the isoform selective property. Molecular docking studies indicated the different binding modes of the Hsp90 and Grp94 with compound 31. The MM-GBSA calculations revealed that the hydrophobic interactions between compound 31 and proteins contributed the most to the binding affinity and the Grp94/compound 31 complex could result in a less energy-favourable complex compared with the Hsp90α/compound 31 and the Hsp90β/compound 31 complexes. This may render the weak binding of compound 31 to the Grp94. This study may be helpful for the future design of novel and selective Hsp90 inhibitors.  相似文献   

10.
Abstract

Dengue virus (DENV) is one of the most dangerous mosquito-borne human pathogens known to the mankind. Currently, no vaccines or standard therapy is avaliable to treate DENV infection. This makes the drug development against DENV more significant and challenging. The MTase domain of DENV RNA RdRp NS5 is a promising drug target, because this domain hosts the RNA capping process of DENV RNA to escape from human immune system. In the present study, we have analysed the RNA intervention mechanism exerted by flavoniod molecules against NS5 MTase RNA capping site by using molecular docking, molecular dynamics simulation and the binding free energy calculations. The results from the docking analysis confirmed that the RNA intervention mecanism is exerted by the quercetagetin (QGN) molecule with all necessary intermolecular interactions and high binding affinity. Notably, QGN forms strong hydrogen bonding interactions with Asn18, Leu20 and Ser150 residues and π???π stacking interaction with Phe25 residue. The apo and QGN bound NS5 MTase and QGN-NS5 MTase complex were used for MD simulation. The results of MD simulation reveal that the RMSD and RMSF values of QGN-MTase complex have increased on comparing the apo protein due to the effect of ligand binding. The binding free energy calulation includes prediction of total binding free energy of ligand-protein complex and per-residue free energy decomposition. The QGN binding to NS5 MTase affects it’s native motion, this result is found from Principal component analysis.

Communicated by Ramaswamy H. Sarma  相似文献   

11.
Human CC-chemokine receptor 8 (CCR8) is a crucial drug target in asthma that belongs to G-protein-coupled receptor superfamily, which is characterized by seven transmembrane helices. To date, there is no X-ray crystal structure available for CCR8; this hampers active research on the target. Molecular basis of interaction mechanism of antagonist with CCR8 remains unclear. In order to provide binding site information and stable binding mode, we performed modeling, docking and molecular dynamics (MD) simulation of CCR8. Docking study of biaryl-ether-piperidine derivative (13C) was performed inside predefined CCR8 binding site to get the representative conformation of 13C. Further, MD simulations of receptor and complex (13C-CCR8) inside dipalmitoylphosphatidylcholine lipid bilayers were performed to explore the effect of lipids. Results analyses showed that the Gln91, Tyr94, Cys106, Val109, Tyr113, Cys183, Tyr184, Ser185, Lys195, Thr198, Asn199, Met202, Phe254, and Glu286 were conserved in both docking and MD simulations. This indicated possible role of these residues in CCR8 antagonism. However, experimental mutational studies on these identified residues could be effective to confirm their importance in CCR8 antagonism. Furthermore, calculated Coulombic interactions represented the crucial roles of Glu286, Lys195, and Tyr113 in CCR8 antagonism. Important residues identified in this study overlap with the previous non-peptide agonist (LMD-009) binding site. Though, the non-peptide agonist and currently studied inhibitor (13C) share common substructure, but they differ in their effects on CCR8. So, to get more insight into their agonist and antagonist effects, further side-by-side experimental studies on both agonist (LMD-009) and antagonist (13C) are suggested.  相似文献   

12.
Abstract

Sclerostin, an antagonist of the Wnt/β-catenin signaling pathway, was discovered as a potential therapeutic target for stimulating bone formation in osteoporosis. In this study, molecular docking was employed to predict the binding of 29 herbal compounds, which were reported as bone formation stimulators, to the loop2 region of sclerostin. Then, the 50 ns molecular dynamics (MD) simulation of the complexes between sclerostin and the top 10 hits obtained from molecular docking were carried out. Root mean square deviations (RMSDs) analysis of MD trajectories pointed out that all ligands-complexes remain stable throughout the duration of MD simulations. In addition, the molecular mechanics/generalized born surface area (MM/GBSA) binding free energy and energy decomposition analyses were determined. The results here suggested that baicalin is the most promising inhibitor of sclerostin. Interestingly, baicalin binds to sclerostin via the hydrophobic interaction with the amino acid residues on loop2 region but outside the Pro-Asn-Ala-Ile-Gly (PNAIG) motif, particularly the Arg-Gly-Lys-Trp-Trp-Arg (RGKWWR) motif. This finding could be a novel strategy for developing new sclerostin inhibitors in the future.

Communicated by Ramaswamy H. Sarma  相似文献   

13.
Staphylococcus aureus MurE enzyme catalyzes the addition of l-lysine as third residue of the peptidoglycan peptide moiety. Due to the high substrate specificity and its ubiquitous nature among bacteria, MurE enzyme is considered as one of the potential target for the development of new therapeutic agents. In the present work, induced fit docking (IFD), binding free energy calculation, and molecular dynamics (MD) simulation were carried out to elucidate the inhibition potential of 2-thioxothiazolidin-4-one based inhibitor 1 against S. aureus MurE enzyme. The inhibitor 1 formed majority of hydrogen bonds with the central domain residues Asn151, Thr152, Ser180, Arg187, and Lys219. Binding free-energy calculation by MM-GBSA approach showed that van der Waals (ΔGvdW, ?57.30?kcal/mol) and electrostatic solvation (ΔGsolv, ?36.86?kcal/mol) energy terms are major contributors for the inhibitor binding. Further, 30-ns MD simulation was performed to validate the stability of ligand–protein complex and also to get structural insight into mode of binding. Based on the IFD and MD simulation results, we designed four new compounds D1–D4 with promising binding affinity for the S. aureus MurE enzyme. The designed compounds were subjected to the extra-precision docking and binding free energy was calculated for complexes. Further, a 30-ns MD simulation was performed for D1/4C13 complex.  相似文献   

14.
15.
Abstract

Psoriasis is a chronic immune mediated disorder of the skin. There is growing evidence that the Src family tyrosine kinases (SFK) are highly upregulated in psoriasis. The SFK are the key components of the signaling pathways triggering cell growth and differentiation in addition to the immune cascades. In the current work, the interactions between SFK and selective phyto-compounds were studied using molecular docking approach. Based on the results of docking and binding energy calculations quercetin was identified as potential lead compound. To get a deeper insight into the binding of quercetin with the SFK, a combined molecular dynamics and binding free energy calculations were performed. The binding of quercetin disrupted the intra-molecular contacts making the SFK compact except Src kinase. The MM/PBSA free energy decomposition analysis highlighted the significance of hydrophobic and polar residues which are involved in the binding of quercetin. An experimental validation was carried out against the activated forms of Fyn, Lyn and Src kinases, the top three proteins which showed high preference for quercetin. The flow cytometry analysis showed that the expression levels of Fyn, Lyn and Src kinases were dramatically increased in HaCaT cells. However, the treatment of quercetin at the concentration of 51.65 µM for 24?h markedly decreased their expression in HaCaT cells. Besides, similar results were also observed when the HaCaT cells were treated with the kinase inhibitor Ponitinib (1.43 µM) for 24?h.

Communicated by Ramaswamy H. Sarma  相似文献   

16.
Receptor tyrosine kinases c-Met and ALK have been demonstrated to be important therapeutic targets for cancer therapy. However, selectivity and drug resistance could hinder the development of their corresponding inhibitors. In this study, three compounds with similar scaffold were examined to study activity and selectivity mechanism towards c-Met or ALK by utilising a combined approach of computational techniques, including flexible dock, molecular electrostatic potential (MESP) calculations, molecular dynamic (MD) simulation, and binding free-energy calculation. Molecular simulation provides us new chemical insights into steric and electronic complementarities of these inhibitors to target binding sites. The computed binding free energies were consistent with the changing trend of experimental affinities on c-Met and ALK. H-bond with Asp169 and hydrophobic interaction with Phe36 of c-Met, respectively, could be crucial for the binding affinity of an inhibitor binding to c-Met. Meanwhile, for inhibitor–ALK complex, both H-bond interactions with Arg28 and Met101 and hydrophobic interactions with Leu30, Val38, and Leu158 could enhance the bioactivity and selectivity. The present work may provide a structural understanding of molecular mechanism expected to be valuable for the guidelines of the development of new potent c-Met or ALK selective inhibitors.  相似文献   

17.
A library of 1-benzyl-N-(2-(phenylamino)pyridin-3-yl)-1H-1,2,3-triazole-4-carboxamides (7a–al) have been designed, synthesized and screened for their anti-proliferative activity against some selected human cancer cell lines namely DU-145, A-549, MCF-7 and HeLa. Most of them have shown promising cytotoxicity against lung cancer cell line (A549), amongst them 7f was found to be the most potent anti-proliferative congener. Furthermore, 7f exhibited comparable tubulin polymerization inhibition (IC50 value 2.04 µM) to the standard E7010 (IC50 value 2.15 µM). Moreover, flow cytometric analysis revealed that this compound induced apoptosis via cell cycle arrest at G2/M phase in A549 cells. Induction of apoptosis was further observed by examining the mitochondrial membrane potential and was also confirmed by Hoechst staining as well as Annexin V-FITC assays. Furthermore, molecular docking studies indicated that compound 7f binds to the colchicine binding site of the β-tubulin. Thus, 7f exhibits anti-proliferative properties by inhibiting the tubulin polymerization through the binding at the colchicine active site and by induction of apoptosis.  相似文献   

18.
Wang Q  Wang J  Cai Z  Xu W 《Biophysical chemistry》2008,134(3):178-184
BB-83698 is a first potent inhibitor of peptide deformylase in this novel class to enter clinical trials. In this study, automated docking, molecular dynamics simulation and binding free energy calculations with the linear interaction energy (LIE) method are first applied to investigate the binding of BB-83698 to the peptide deformylase from Bacillus stearothermophilus. The lowest docking energy structure from each cluster is selected as different representative binding modes. Compared with the experimental data, the results show that the binding of BB-83698 in Mode 1 is the most stable, with a binding free energy of -41.35 kJ/mol. The average structure of the Mode 1 complex suggests that inhibitor interacts with Ile59 and Gly109 by hydrogen bond interaction and with Pro47, Pro57, Ile59 and Leu146 by hydrophobic interaction are essential for the activity of BB-83698. Mode 2 represents a new binding mode. Additionally, if the hydrophilic group is introduced to the benzo-[1,3]-dioxole ring, the binding affinity of BB-83698 to the peptide deformylase from B. stearothermophilus will be greatly improved.  相似文献   

19.
The combination of experimental (inhibition of colchicine binding) and computational (COMPARE, docking studies) data unequivocally identified diaryl 5-amino-1,2,4-oxadiazoles as potent tubulin inhibitors. Good correlation was observed between tubulin binding and cytostatic properties for all tested compounds with the notable exception of the lead candidate, 3-(3-methoxyphenyl)-5-(4-methoxyphenyl)amino-1,2,4-oxadiazole (DCP 10500078). This compound was found to be substantially more active in our in vitro experiments than the monofluorinated title compound, 3-(2-fluorophenyl)-5-(4-methoxyphenyl)amino-1,2,4-oxadiazole (DCP 10500067/NSC 757486), which in turn demonstrated slightly better tubulin binding activity. Comparative SAR analysis of 25 diaryl 5-amino-1,2,4-oxadiazoles with other known tubulin inhibitors, such as combretastatin A-4 (CA-4) and colchicine, provides further insight into the specifics of their binding as well as a plausible mechanism of action.  相似文献   

20.
The crucial role of the microtubule in cell division has identified tubulin as a target for the development of therapeutics for cancer; in particular, tubulin is a target for antineoplastic agents that act by interfering with the dynamic stability of microtubules. A molecular modeling study was carried out to accurately represent the complex structure and the binding mode of a new class of stilbene-based tubulin inhibitors that bind at the αβ-tubulin colchicine site. Computational docking along with HINT (Hydropathic INTeractions) score analysis fitted these inhibitors into the colchicine site and revealed detailed structure–activity information useful for inhibitor design. Quantitative analysis of the results was in good agreement with the in vitro antiproliferative activity of these derivatives (ranging from 3?nM to 100?μM) such that calculated and measured free energies of binding correlate with an r2 of 0.89 (standard error ± 0.85?kcal mol?1). This correlation suggests that the activity of unknown compounds may be predicted.  相似文献   

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