Literature DB >> 30913388

Chasing the Full Free Energy Landscape of Neuroreceptor/Ligand Unbinding by Metadynamics Simulations.

Riccardo Capelli1, Anna Bochicchio1, GiovanniMaria Piccini2,3, Rodrigo Casasnovas1,4, Paolo Carloni1,5, Michele Parrinello2,3,6.   

Abstract

Predicting the complete free energy landscape associated with protein-ligand unbinding may greatly help designing drugs with highly optimized pharmacokinetics. Here we investigate the unbinding of the iperoxo agonist to its target human neuroreceptor M2, embedded in a neuronal membrane. By feeding out-of-equilibrium molecular simulations data in a classification analysis, we identify the few essential reaction coordinates of the process. The full landscape is then reconstructed using an exact enhanced sampling method, well-tempered metadynamics in its funnel variant. The calculations reproduce well the measured affinity, provide a rationale for mutagenesis data, and show that the ligand can escape via two different routes. The allosteric modulator LY2119620 turns out to hamper both escapes routes, thus slowing down the unbinding process, as experimentally observed. This computationally affordable protocol is totally general, and it can be easily applied to determine the full free energy landscape of membrane receptors/drug interactions.

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Year:  2019        PMID: 30913388     DOI: 10.1021/acs.jctc.9b00118

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  8 in total

1.  Peptide Dynamics and Metadynamics: Leveraging Enhanced Sampling Molecular Dynamics to Robustly Model Long-Timescale Transitions.

Authors:  Joseph Clayton; Lokesh Baweja; Jeff Wereszczynski
Journal:  Methods Mol Biol       Date:  2022

Review 2.  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

3.  Atomistic De-novo Inhibitor Generation-Guided Drug Repurposing for SARS-CoV-2 Spike Protein with Free-Energy Validation by Well-Tempered Metadynamics.

Authors:  Rituparno Chowdhury; Venkata Sai Sreyas Adury; Amal Vijay; Reman K Singh; Arnab Mukherjee
Journal:  Chem Asian J       Date:  2021-05-18

4.  The role of water in host-guest interaction.

Authors:  Valerio Rizzi; Luigi Bonati; Narjes Ansari; Michele Parrinello
Journal:  Nat Commun       Date:  2021-01-04       Impact factor: 14.919

5.  Two statins and cromolyn as possible drugs against the cytotoxicity of Aβ(31-35) and Aβ(25-35) peptides: a comparative study by advanced computer simulation methods.

Authors:  Fredrik Blomgren; Alexander Rodin; Wojciech Chrobak; Dawid Wojciech Pacut; Jan Swenson; Inna Ermilova
Journal:  RSC Adv       Date:  2022-05-04       Impact factor: 4.036

Review 6.  Collective variable discovery in the age of machine learning: reality, hype and everything in between.

Authors:  Soumendranath Bhakat
Journal:  RSC Adv       Date:  2022-09-02       Impact factor: 4.036

7.  Defining the mobility range of a hinge-type connection using molecular dynamics and metadynamics.

Authors:  Philip Horx; Armin Geyer
Journal:  PLoS One       Date:  2020-04-13       Impact factor: 3.240

8.  Pathways for the formation of ice polymorphs from water predicted by a metadynamics method.

Authors:  Hiroki Nada
Journal:  Sci Rep       Date:  2020-03-13       Impact factor: 4.379

  8 in total

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