Literature DB >> 24437446

Steered molecular dynamics simulations for studying protein-ligand interaction in cyclin-dependent kinase 5.

Jagdish Suresh Patel1, Anna Berteotti, Simone Ronsisvalle, Walter Rocchia, Andrea Cavalli.   

Abstract

In this study, we applied steered molecular dynamics (SMD) simulations to investigate the unbinding mechanism of nine inhibitors of the enzyme cyclin-dependent kinase 5 (CDK5). The study had two major objectives: (i) to create a correlation between the unbinding force profiles and the inhibition activities of these compounds expressed as IC50 values; (ii) to investigate the unbinding mechanism and to reveal atomistic insights, which could help identify accessory binding sites and transient interactions. Overall, we carried out 1.35 μs of cumulative SMD simulations. We showed that SMD could qualitatively discriminate binders from nonbinders, while it failed to properly rank series of inhibitors, particularly when IC50 values were too similar. From a mechanistic standpoint, SMD provided useful insights related to transient and dynamical interactions, which could complement static description obtained by X-ray crystallography experiments. In conclusion, the present study represents a further step toward a systematic exploitation of SMD and other dynamical approaches in structure-based drug design and computational medicinal chemistry.

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Year:  2014        PMID: 24437446     DOI: 10.1021/ci4003574

Source DB:  PubMed          Journal:  J Chem Inf Model        ISSN: 1549-9596            Impact factor:   4.956


  26 in total

1.  Drug search for leishmaniasis: a virtual screening approach by grid computing.

Authors:  Rodrigo Ochoa; Stanley J Watowich; Andrés Flórez; Carol V Mesa; Sara M Robledo; Carlos Muskus
Journal:  J Comput Aided Mol Des       Date:  2016-07-20       Impact factor: 3.686

2.  Role of Molecular Interactions and Protein Rearrangement in the Dissociation Kinetics of p38α MAP Kinase Type-I/II/III Inhibitors.

Authors:  Wanli You; Chia-En A Chang
Journal:  J Chem Inf Model       Date:  2018-04-16       Impact factor: 4.956

3.  Crystallographic and Computational Analyses of AUUCU Repeating RNA That Causes Spinocerebellar Ataxia Type 10 (SCA10).

Authors:  HaJeung Park; Àlex L González; Ilyas Yildirim; Tuan Tran; Jeremy R Lohman; Pengfei Fang; Min Guo; Matthew D Disney
Journal:  Biochemistry       Date:  2015-06-12       Impact factor: 3.162

4.  Impact of protein-ligand solvation and desolvation on transition state thermodynamic properties of adenosine A2A ligand binding kinetics.

Authors:  Giuseppe Deganutti; Andrei Zhukov; Francesca Deflorian; Stephanie Federico; Giampiero Spalluto; Robert M Cooke; Stefano Moro; Jonathan S Mason; Andrea Bortolato
Journal:  In Silico Pharmacol       Date:  2017-11-20

5.  Role of salt-bridging interactions in recognition of viral RNA by arginine-rich peptides.

Authors:  Lev Levintov; Harish Vashisth
Journal:  Biophys J       Date:  2021-10-26       Impact factor: 4.033

Review 6.  Thermodynamics and Kinetics of Drug-Target Binding by Molecular Simulation.

Authors:  Sergio Decherchi; Andrea Cavalli
Journal:  Chem Rev       Date:  2020-10-02       Impact factor: 60.622

7.  Combined Free-Energy Calculation and Machine Learning Methods for Understanding Ligand Unbinding Kinetics.

Authors:  Magd Badaoui; Pedro J Buigues; Dénes Berta; Gaurav M Mandana; Hankang Gu; Tamás Földes; Callum J Dickson; Viktor Hornak; Mitsunori Kato; Carla Molteni; Simon Parsons; Edina Rosta
Journal:  J Chem Theory Comput       Date:  2022-02-23       Impact factor: 6.578

8.  Energetics and structure of alanine-rich α-helices via adaptive steered molecular dynamics.

Authors:  Yi Zhuang; Hailey R Bureau; Christine Lopez; Ryan Bucher; Stephen Quirk; Rigoberto Hernandez
Journal:  Biophys J       Date:  2021-03-26       Impact factor: 4.033

9.  Revealing the binding modes and the unbinding of 14-3-3σ proteins and inhibitors by computational methods.

Authors:  Guodong Hu; Zanxia Cao; Shicai Xu; Wei Wang; Jihua Wang
Journal:  Sci Rep       Date:  2015-11-16       Impact factor: 4.379

Review 10.  In silico modeling of the immune system: cellular and molecular scale approaches.

Authors:  Mariagrazia Belfiore; Marzio Pennisi; Giuseppina Aricò; Simone Ronsisvalle; Francesco Pappalardo
Journal:  Biomed Res Int       Date:  2014-04-06       Impact factor: 3.411

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