Literature DB >> 28074360

Exploring the stability of ligand binding modes to proteins by molecular dynamics simulations.

Kai Liu1, Etsurou Watanabe1, Hironori Kokubo2.   

Abstract

The binding mode prediction is of great importance to structure-based drug design. The discrimination of various binding poses of ligand generated by docking is a great challenge not only to docking score functions but also to the relatively expensive free energy calculation methods. Here we systematically analyzed the stability of various ligand poses under molecular dynamics (MD) simulation. First, a data set of 120 complexes was built based on the typical physicochemical properties of drug-like ligands. Three potential binding poses (one correct pose and two decoys) were selected for each ligand from self-docking in addition to the experimental pose. Then, five independent MD simulations for each pose were performed with different initial velocities for the statistical analysis. Finally, the stabilities of ligand poses under MD were evaluated and compared with the native one from crystal structure. We found that about 94% of the native poses were maintained stable during the simulations, which suggests that MD simulations are accurate enough to judge most experimental binding poses as stable properly. Interestingly, incorrect decoy poses were maintained much less and 38-44% of decoys could be excluded just by performing equilibrium MD simulations, though 56-62% of decoys were stable. The computationally-heavy binding free energy calculation can be performed only for these survived poses.

Keywords:  Computer-aided drug design; Docking; Molecular dynamics simulation; Protein–ligand binding prediction; Structural stability

Mesh:

Substances:

Year:  2017        PMID: 28074360     DOI: 10.1007/s10822-016-0005-2

Source DB:  PubMed          Journal:  J Comput Aided Mol Des        ISSN: 0920-654X            Impact factor:   3.686


  43 in total

1.  The Protein Data Bank.

Authors:  H M Berman; J Westbrook; Z Feng; G Gilliland; T N Bhat; H Weissig; I N Shindyalov; P E Bourne
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

2.  Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy.

Authors:  Richard A Friesner; Jay L Banks; Robert B Murphy; Thomas A Halgren; Jasna J Klicic; Daniel T Mainz; Matthew P Repasky; Eric H Knoll; Mee Shelley; Jason K Perry; David E Shaw; Perry Francis; Peter S Shenkin
Journal:  J Med Chem       Date:  2004-03-25       Impact factor: 7.446

3.  Bad Seeds Sprout Perilous Dynamics: Stochastic Thermostat Induced Trajectory Synchronization in Biomolecules.

Authors:  Daniel J Sindhikara; Seonah Kim; Arthur F Voter; Adrian E Roitberg
Journal:  J Chem Theory Comput       Date:  2009-04-28       Impact factor: 6.006

4.  Comparative assessment of scoring functions on a diverse test set.

Authors:  Tiejun Cheng; Xun Li; Yan Li; Zhihai Liu; Renxiao Wang
Journal:  J Chem Inf Model       Date:  2009-04       Impact factor: 4.956

5.  The implementation of a fast and accurate QM/MM potential method in Amber.

Authors:  Ross C Walker; Michael F Crowley; David A Case
Journal:  J Comput Chem       Date:  2008-05       Impact factor: 3.376

6.  Fast and accurate predictions of binding free energies using MM-PBSA and MM-GBSA.

Authors:  Giulio Rastelli; Alberto Del Rio; Gianluca Degliesposti; Miriam Sgobba
Journal:  J Comput Chem       Date:  2010-03       Impact factor: 3.376

Review 7.  Benchmarking Data Sets for the Evaluation of Virtual Ligand Screening Methods: Review and Perspectives.

Authors:  Nathalie Lagarde; Jean-François Zagury; Matthieu Montes
Journal:  J Chem Inf Model       Date:  2015-06-18       Impact factor: 4.956

8.  Evaluation and application of MD-PB/SA in structure-based hierarchical virtual screening.

Authors:  Ran Cao; Niu Huang; Yanli Wang
Journal:  J Chem Inf Model       Date:  2014-07-08       Impact factor: 4.956

9.  DrugBank: a comprehensive resource for in silico drug discovery and exploration.

Authors:  David S Wishart; Craig Knox; An Chi Guo; Savita Shrivastava; Murtaza Hassanali; Paul Stothard; Zhan Chang; Jennifer Woolsey
Journal:  Nucleic Acids Res       Date:  2006-01-01       Impact factor: 16.971

10.  sc-PDB: a 3D-database of ligandable binding sites--10 years on.

Authors:  Jérémy Desaphy; Guillaume Bret; Didier Rognan; Esther Kellenberger
Journal:  Nucleic Acids Res       Date:  2014-10-09       Impact factor: 19.160

View more
  29 in total

1.  Alchemical Binding Free Energy Calculations in AMBER20: Advances and Best Practices for Drug Discovery.

Authors:  Tai-Sung Lee; Bryce K Allen; Timothy J Giese; Zhenyu Guo; Pengfei Li; Charles Lin; T Dwight McGee; David A Pearlman; Brian K Radak; Yujun Tao; Hsu-Chun Tsai; Huafeng Xu; Woody Sherman; Darrin M York
Journal:  J Chem Inf Model       Date:  2020-09-16       Impact factor: 4.956

2.  Performance of multiple docking and refinement methods in the pose prediction D3R prospective Grand Challenge 2016.

Authors:  Xavier Fradera; Andreas Verras; Yuan Hu; Deping Wang; Hongwu Wang; James I Fells; Kira A Armacost; Alejandro Crespo; Brad Sherborne; Huijun Wang; Zhengwei Peng; Ying-Duo Gao
Journal:  J Comput Aided Mol Des       Date:  2017-09-14       Impact factor: 3.686

3.  Integrated virtual screening and molecular dynamics simulation revealed promising drug candidates of p53-MDM2 interaction.

Authors:  Abdul-Quddus Kehinde Oyedele; Temitope Isaac Adelusi; Abdeen Tunde Ogunlana; Rofiat Oluwabusola Adeyemi; Opeyemi Emmanuel Atanda; Musa Oladayo Babalola; Mojeed Ayoola Ashiru; Isong Josiah Ayoola; Ibrahim Damilare Boyenle
Journal:  J Mol Model       Date:  2022-05-10       Impact factor: 1.810

4.  Computational and Biological Evaluation of β-Adrenoreceptor Blockers as Promising Bacterial Anti-Virulence Agents.

Authors:  Ahmad J Almalki; Tarek S Ibrahim; Sameh S Elhady; Wael A H Hegazy; Khaled M Darwish
Journal:  Pharmaceuticals (Basel)       Date:  2022-01-18

5.  Synthesis, antileishmanial activity and molecular modeling of new 1-aryl/alkyl-3-benzoyl/cyclopropanoyl thiourea derivatives.

Authors:  Behnam Mohammadi-Ghalehbin; Jafar Abbasi Shiran; Nastaran Gholizadeh; Nima Razzaghi-Asl
Journal:  Mol Divers       Date:  2022-08-24       Impact factor: 3.364

6.  Unravelling the Structural Mechanism of Action of 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione in Dual-Targeting Tankyrase 1 and 2: A Novel Avenue in Cancer Therapy.

Authors:  Xylia Q Peters; Clement Agoni; Mahmoud E S Soliman
Journal:  Cell Biochem Biophys       Date:  2022-05-30       Impact factor: 2.989

7.  Seafood Paramyosins as Sources of Anti-Angiotensin-Converting-Enzyme and Anti-Dipeptidyl-Peptidase Peptides after Gastrointestinal Digestion: A Cheminformatic Investigation.

Authors:  Tsun-Thai Chai; Clara Chia-Ci Wong; Mohamad Zulkeflee Sabri; Fai-Chu Wong
Journal:  Molecules       Date:  2022-06-16       Impact factor: 4.927

8.  Structural rationale for the cross-resistance of tumor cells bearing the A399V variant of elongation factor eEF1A1 to the structurally unrelated didemnin B, ternatin, nannocystin A and ansatrienin B.

Authors:  Pedro A Sánchez-Murcia; Álvaro Cortés-Cabrera; Federico Gago
Journal:  J Comput Aided Mol Des       Date:  2017-09-12       Impact factor: 3.686

9.  Investigating the structure-activity relationship of marine natural polyketides as promising SARS-CoV-2 main protease inhibitors.

Authors:  Amr El-Demerdash; Ahmed A Al-Karmalawy; Tarek Mohamed Abdel-Aziz; Sameh S Elhady; Khaled M Darwish; Ahmed H E Hassan
Journal:  RSC Adv       Date:  2021-09-22       Impact factor: 4.036

10.  β-Blockers bearing hydroxyethylamine and hydroxyethylene as potential SARS-CoV-2 Mpro inhibitors: rational based design, in silico, in vitro, and SAR studies for lead optimization.

Authors:  Mohammed I A Hamed; Khaled M Darwish; Raya Soltane; Amani Chrouda; Ahmed Mostafa; Noura M Abo Shama; Sameh S Elhady; Hamada S Abulkhair; Ahmed E Khodir; Ayman Abo Elmaaty; Ahmed A Al-Karmalawy
Journal:  RSC Adv       Date:  2021-11-03       Impact factor: 4.036

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.