Cargando…
An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains
Recent improvements to the free energy perturbation (FEP) calculations, especially FEP+ , established their utility for pharmaceutical lead optimization. Herein, we propose a modified version of the FEP/REST (i.e., replica exchange with solute tempering) sampling protocol, based on detail studies on...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6856381/ https://www.ncbi.nlm.nih.gov/pubmed/31728038 http://dx.doi.org/10.1038/s41598-019-53133-1 |
_version_ | 1783470568171896832 |
---|---|
author | Fratev, Filip Sirimulla, Suman |
author_facet | Fratev, Filip Sirimulla, Suman |
author_sort | Fratev, Filip |
collection | PubMed |
description | Recent improvements to the free energy perturbation (FEP) calculations, especially FEP+ , established their utility for pharmaceutical lead optimization. Herein, we propose a modified version of the FEP/REST (i.e., replica exchange with solute tempering) sampling protocol, based on detail studies on several targets by probing a large number of perturbations with different sampling schemes. Improved FEP+ binding affinity predictions for regular flexible-loop motions and considerable structural changes can be obtained by extending the prior to REST (pre-REST) sampling time from 0.24 ns/λ to 5 ns/λ and 2 × 10 ns/λ, respectively. With this new protocol, much more precise ∆∆G values of the individual perturbations, including the sign of the transformations and decreased error were obtained. We extended the REST simulations from 5 ns to 8 ns to achieve reasonable free energy convergence. Implementing REST to the entire ligand as opposed to solely the perturbed region, and also some important flexible protein residues (pREST region) in the ligand binding domain (LBD) has considerably improved the FEP+ results in most of the studied cases. Preliminary molecular dynamics (MD) runs were useful for establishing the correct binding mode of the compounds and thus precise alignment for FEP+ . Our improved protocol may further increase the FEP+ accuracy. |
format | Online Article Text |
id | pubmed-6856381 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68563812019-12-17 An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains Fratev, Filip Sirimulla, Suman Sci Rep Article Recent improvements to the free energy perturbation (FEP) calculations, especially FEP+ , established their utility for pharmaceutical lead optimization. Herein, we propose a modified version of the FEP/REST (i.e., replica exchange with solute tempering) sampling protocol, based on detail studies on several targets by probing a large number of perturbations with different sampling schemes. Improved FEP+ binding affinity predictions for regular flexible-loop motions and considerable structural changes can be obtained by extending the prior to REST (pre-REST) sampling time from 0.24 ns/λ to 5 ns/λ and 2 × 10 ns/λ, respectively. With this new protocol, much more precise ∆∆G values of the individual perturbations, including the sign of the transformations and decreased error were obtained. We extended the REST simulations from 5 ns to 8 ns to achieve reasonable free energy convergence. Implementing REST to the entire ligand as opposed to solely the perturbed region, and also some important flexible protein residues (pREST region) in the ligand binding domain (LBD) has considerably improved the FEP+ results in most of the studied cases. Preliminary molecular dynamics (MD) runs were useful for establishing the correct binding mode of the compounds and thus precise alignment for FEP+ . Our improved protocol may further increase the FEP+ accuracy. Nature Publishing Group UK 2019-11-14 /pmc/articles/PMC6856381/ /pubmed/31728038 http://dx.doi.org/10.1038/s41598-019-53133-1 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Fratev, Filip Sirimulla, Suman An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains |
title | An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains |
title_full | An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains |
title_fullStr | An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains |
title_full_unstemmed | An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains |
title_short | An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains |
title_sort | improved free energy perturbation fep+ sampling protocol for flexible ligand-binding domains |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6856381/ https://www.ncbi.nlm.nih.gov/pubmed/31728038 http://dx.doi.org/10.1038/s41598-019-53133-1 |
work_keys_str_mv | AT fratevfilip animprovedfreeenergyperturbationfepsamplingprotocolforflexibleligandbindingdomains AT sirimullasuman animprovedfreeenergyperturbationfepsamplingprotocolforflexibleligandbindingdomains AT fratevfilip improvedfreeenergyperturbationfepsamplingprotocolforflexibleligandbindingdomains AT sirimullasuman improvedfreeenergyperturbationfepsamplingprotocolforflexibleligandbindingdomains |