Comparison of molecular mechanics-Poisson-Boltzmann surface area (MM-PBSA) and molecular mechanics-three-dimensional reference interaction site model (MM-3D-RISM) method to calculate the binding free energy of protein-ligand complexes: Effect of metal ion and advance statistical test

2018 ◽  
Vol 695 ◽  
pp. 69-78 ◽  
Author(s):  
Preeti Pandey ◽  
Rakesh Srivastava ◽  
Pradipta Bandyopadhyay
2015 ◽  
Vol 143 (18) ◽  
pp. 184116 ◽  
Author(s):  
Volodymyr Sergiievskyi ◽  
Guillaume Jeanmairet ◽  
Maximilien Levesque ◽  
Daniel Borgis

2019 ◽  
Author(s):  
Rahul Singh ◽  
Vijay Bhardwaj ◽  
Rituraj Purohit

Malaria remains a deadliest disease brought about by Plasmodium species, among one of these species, disease due to Plasmodium falciparum (Pf) is life-threatening. The structures of PfLDH and human LDH are very similar in terms of L-LDH activity, and their biological functions are also equivalent. Therefore, any treatment aiming blocking the functions of PfLDH can affect human LDH. Thus, the main objective of this study is to identify the molecule that exhibits selectivity towards PfLDH without a profound effect on human LDH. In this research, a set of 68 quinolines based molecules were used for molecular docking. From molecular docking, we selected molecules 3j, 4b, 4h, 4m based on their binding affinity, ligand efficiency, lipophilic ligand efficiency, and torsion with selectivity towards PfLDH. The stability of the docked molecules was compared to Chloroquine (reference inhibitor) by applying molecular dynamics simulations and molecular mechanics poisson boltzmann surface area calculations. All the selected molecules showed selectivity for PfLDH with stable dynamic behavior and high binding free energy in comparison to Chloroquine. After examining the molecular mechanics poisson boltzmann surface area ratio results, molecule 3j was reported as a potential and specific inhibitor for PfLDH with a novel mechanism of binding to PfLDH while the remaining molecules 4b, 4h, 4m could further be modified to be used as potent inhibitors against malarial infection.


2019 ◽  
Author(s):  
Panagiotis Lagarias ◽  
Kerry Barkan ◽  
Eva Tzortzini ◽  
Eleni Vrontaki ◽  
Margarita Stampelou ◽  
...  

<p>Adenosine A<sub>3 </sub>receptor (A<sub>3</sub>R), is a promising drug target against cancer cell proliferation. Currently there is no experimentally determined structure of A<sub>3</sub>R. Here, we have investigate a computational model, previously applied successfully for agonists binding to A<sub>3</sub>R, using molecular dynamic (MD) simulations, Molecular Mechanics-Poisson Boltzmann Surface Area (MM-PBSA) and Molecular Mechanics-Generalized Born Surface Area (MM-GBSA) binding free energy calculations. Extensive computations were performed to explore the binding profile of O4-{[3-(2,6-dichlorophenyl)-5-methylisoxazol-4-yl]carbonyl}-2-methyl-1,3-thiazole-4-carbohydroximamide (K18) to A<sub>3</sub>R. K18 is a new specific and competitive antagonist at the orthosteric binding site of A<sub>3</sub>R, discovered using virtual screening and characterized pharmacologically in our previous studies. The most plausible binding conformation for the dichlorophenyl group of K18 inside the A<sub>3</sub>R is oriented towards trans-membrane helices (TM) 5 and 6, according to the MM-PBSA and MM-GBSA binding free energy calculations, and by the previous results obtained by mutating residues of TM5, TM6 to alanine which reduce antagonist potency. The results from 14 site-directed mutagenesis experiments were interpreted using MD simulations and MM-GBSA calculations which show that the relative binding free energies of the mutant A<sub>3</sub>R - K18 complexes compare to the WT A<sub>3</sub>R are in agreement with the effect of the mutations, i.e. the reduction, maintenance or increase of antagonist potency. We show that when the residues V169<sup>5.30</sup>, M177<sup>5.38</sup>, I249<sup>6.54</sup> involved in direct interactions with K18 are mutated to alanine, the mutant A<sub>3</sub>R - K18 complexes reduce potency, increase the RMSD value of K18 inside the binding area and the MM-GBSA binding free energy compared to the WT A<sub>3</sub>R complex. Our computational model shows that other mutant A<sub>3</sub>R complexes with K18, including directly interacting residues, i.e. F168<sup>5.29</sup>A, L246<sup>6.51</sup>A, N250<sup>6.55</sup>A complexes with K18 are not stable. In these complexes of A<sub>3</sub>R mutated in directly interacting residues one or more of the interactions between K18 and these residues are lost. In agreement with the experiments, the computations show that, M174<sup>5.35</sup> a residue which does not make direct interactions with K18 is critical for K18 binding. A striking results is that the mutation of residue V169<sup>5.30</sup> to glutamic acid maintained antagonistic potency. This effect is in agreement with the binding free energy calculations and it is suggested that is due to K18 re-orientation but also to the plasticity of A<sub>3</sub>R binding area. The mutation of direct interacting L90<sup>3.32</sup> in the low region and the non-directly interacting L264<sup>7.35</sup> to alanine in the middle region increases the antagonistic potency, suggesting that chemical modifications of K18 can be applied to augment antagonistic potency. The calculated binding energies Δ<i>G</i><sub>eff</sub> values of K18 against mutant A<sub>3</sub>Rs displayed very good correlation with experimental potencies (pA<sub>2</sub> values). These results further approve the computational model for the description of K18 binding with critical residues of the orthosteric binding area which can have implications for the design of more effective antagonists based on the structure of K18.</p>


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