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Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure
The calculation of relative free-energy differences between different compounds plays an important role in drug design to identify potent binders for a given protein target. Most rigorous methods based on molecular dynamics simulations estimate the free-energy difference between pairs of ligands. Th...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8907147/ https://www.ncbi.nlm.nih.gov/pubmed/34978000 http://dx.doi.org/10.1007/s10822-021-00436-z |
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author | Ries, Benjamin Normak, Karl Weiß, R. Gregor Rieder, Salomé Barros, Emília P. Champion, Candide König, Gerhard Riniker, Sereina |
author_facet | Ries, Benjamin Normak, Karl Weiß, R. Gregor Rieder, Salomé Barros, Emília P. Champion, Candide König, Gerhard Riniker, Sereina |
author_sort | Ries, Benjamin |
collection | PubMed |
description | The calculation of relative free-energy differences between different compounds plays an important role in drug design to identify potent binders for a given protein target. Most rigorous methods based on molecular dynamics simulations estimate the free-energy difference between pairs of ligands. Thus, the comparison of multiple ligands requires the construction of a “state graph”, in which the compounds are connected by alchemical transformations. The computational cost can be optimized by reducing the state graph to a minimal set of transformations. However, this may require individual adaptation of the sampling strategy if a transformation process does not converge in a given simulation time. In contrast, path-free methods like replica-exchange enveloping distribution sampling (RE-EDS) allow the sampling of multiple states within a single simulation without the pre-definition of alchemical transition paths. To optimize sampling and convergence, a set of RE-EDS parameters needs to be estimated in a pre-processing step. Here, we present an automated procedure for this step that determines all required parameters, improving the robustness and ease of use of the methodology. To illustrate the performance, the relative binding free energies are calculated for a series of checkpoint kinase 1 inhibitors containing challenging transformations in ring size, opening/closing, and extension, which reflect changes observed in scaffold hopping. The simulation of such transformations with RE-EDS can be conducted with conventional force fields and, in particular, without soft bond-stretching terms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10822-021-00436-z. |
format | Online Article Text |
id | pubmed-8907147 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-89071472022-03-15 Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure Ries, Benjamin Normak, Karl Weiß, R. Gregor Rieder, Salomé Barros, Emília P. Champion, Candide König, Gerhard Riniker, Sereina J Comput Aided Mol Des Article The calculation of relative free-energy differences between different compounds plays an important role in drug design to identify potent binders for a given protein target. Most rigorous methods based on molecular dynamics simulations estimate the free-energy difference between pairs of ligands. Thus, the comparison of multiple ligands requires the construction of a “state graph”, in which the compounds are connected by alchemical transformations. The computational cost can be optimized by reducing the state graph to a minimal set of transformations. However, this may require individual adaptation of the sampling strategy if a transformation process does not converge in a given simulation time. In contrast, path-free methods like replica-exchange enveloping distribution sampling (RE-EDS) allow the sampling of multiple states within a single simulation without the pre-definition of alchemical transition paths. To optimize sampling and convergence, a set of RE-EDS parameters needs to be estimated in a pre-processing step. Here, we present an automated procedure for this step that determines all required parameters, improving the robustness and ease of use of the methodology. To illustrate the performance, the relative binding free energies are calculated for a series of checkpoint kinase 1 inhibitors containing challenging transformations in ring size, opening/closing, and extension, which reflect changes observed in scaffold hopping. The simulation of such transformations with RE-EDS can be conducted with conventional force fields and, in particular, without soft bond-stretching terms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10822-021-00436-z. Springer International Publishing 2022-01-03 2022 /pmc/articles/PMC8907147/ /pubmed/34978000 http://dx.doi.org/10.1007/s10822-021-00436-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ries, Benjamin Normak, Karl Weiß, R. Gregor Rieder, Salomé Barros, Emília P. Champion, Candide König, Gerhard Riniker, Sereina Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure |
title | Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure |
title_full | Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure |
title_fullStr | Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure |
title_full_unstemmed | Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure |
title_short | Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure |
title_sort | relative free-energy calculations for scaffold hopping-type transformations with an automated re-eds sampling procedure |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8907147/ https://www.ncbi.nlm.nih.gov/pubmed/34978000 http://dx.doi.org/10.1007/s10822-021-00436-z |
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