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Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach

[Image: see text] Binding free energy calculations predict the potency of compounds to protein binding sites in a physically rigorous manner and see broad application in prioritizing the synthesis of novel drug candidates. Relative binding free energy (RBFE) calculations have emerged as an industry-...

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Autores principales: Baumann, Hannah M., Dybeck, Eric, McClendon, Christopher L., Pickard, Frank C., Gapsys, Vytautas, Pérez-Benito, Laura, Hahn, David F., Tresadern, Gary, Mathiowetz, Alan M., Mobley, David L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413862/
https://www.ncbi.nlm.nih.gov/pubmed/37487138
http://dx.doi.org/10.1021/acs.jctc.3c00282
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author Baumann, Hannah M.
Dybeck, Eric
McClendon, Christopher L.
Pickard, Frank C.
Gapsys, Vytautas
Pérez-Benito, Laura
Hahn, David F.
Tresadern, Gary
Mathiowetz, Alan M.
Mobley, David L.
author_facet Baumann, Hannah M.
Dybeck, Eric
McClendon, Christopher L.
Pickard, Frank C.
Gapsys, Vytautas
Pérez-Benito, Laura
Hahn, David F.
Tresadern, Gary
Mathiowetz, Alan M.
Mobley, David L.
author_sort Baumann, Hannah M.
collection PubMed
description [Image: see text] Binding free energy calculations predict the potency of compounds to protein binding sites in a physically rigorous manner and see broad application in prioritizing the synthesis of novel drug candidates. Relative binding free energy (RBFE) calculations have emerged as an industry-standard approach to achieve highly accurate rank-order predictions of the potency of related compounds; however, this approach requires that the ligands share a common scaffold and a common binding mode, restricting the methods’ domain of applicability. This is a critical limitation since complex modifications to the ligands, especially core hopping, are very common in drug design. Absolute binding free energy (ABFE) calculations are an alternate method that can be used for ligands that are not congeneric. However, ABFE suffers from a known problem of long convergence times due to the need to sample additional degrees of freedom within each system, such as sampling rearrangements necessary to open and close the binding site. Here, we report on an alternative method for RBFE, called Separated Topologies (SepTop), which overcomes the issues in both of the aforementioned methods by enabling large scaffold changes between ligands with a convergence time comparable to traditional RBFE. Instead of only mutating atoms that vary between two ligands, this approach performs two absolute free energy calculations at the same time in opposite directions, one for each ligand. Defining the two ligands independently allows the comparison of the binding of diverse ligands without the artificial constraints of identical poses or a suitable atom–atom mapping. This approach also avoids the need to sample the unbound state of the protein, making it more efficient than absolute binding free energy calculations. Here, we introduce an implementation of SepTop. We developed a general and efficient protocol for running SepTop, and we demonstrated the method on four diverse, pharmaceutically relevant systems. We report the performance of the method, as well as our practical insights into the strengths, weaknesses, and challenges of applying this method in an industrial drug design setting. We find that the accuracy of the approach is sufficiently high to rank order ligands with an accuracy comparable to traditional RBFE calculations while maintaining the additional flexibility of SepTop.
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spelling pubmed-104138622023-08-11 Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach Baumann, Hannah M. Dybeck, Eric McClendon, Christopher L. Pickard, Frank C. Gapsys, Vytautas Pérez-Benito, Laura Hahn, David F. Tresadern, Gary Mathiowetz, Alan M. Mobley, David L. J Chem Theory Comput [Image: see text] Binding free energy calculations predict the potency of compounds to protein binding sites in a physically rigorous manner and see broad application in prioritizing the synthesis of novel drug candidates. Relative binding free energy (RBFE) calculations have emerged as an industry-standard approach to achieve highly accurate rank-order predictions of the potency of related compounds; however, this approach requires that the ligands share a common scaffold and a common binding mode, restricting the methods’ domain of applicability. This is a critical limitation since complex modifications to the ligands, especially core hopping, are very common in drug design. Absolute binding free energy (ABFE) calculations are an alternate method that can be used for ligands that are not congeneric. However, ABFE suffers from a known problem of long convergence times due to the need to sample additional degrees of freedom within each system, such as sampling rearrangements necessary to open and close the binding site. Here, we report on an alternative method for RBFE, called Separated Topologies (SepTop), which overcomes the issues in both of the aforementioned methods by enabling large scaffold changes between ligands with a convergence time comparable to traditional RBFE. Instead of only mutating atoms that vary between two ligands, this approach performs two absolute free energy calculations at the same time in opposite directions, one for each ligand. Defining the two ligands independently allows the comparison of the binding of diverse ligands without the artificial constraints of identical poses or a suitable atom–atom mapping. This approach also avoids the need to sample the unbound state of the protein, making it more efficient than absolute binding free energy calculations. Here, we introduce an implementation of SepTop. We developed a general and efficient protocol for running SepTop, and we demonstrated the method on four diverse, pharmaceutically relevant systems. We report the performance of the method, as well as our practical insights into the strengths, weaknesses, and challenges of applying this method in an industrial drug design setting. We find that the accuracy of the approach is sufficiently high to rank order ligands with an accuracy comparable to traditional RBFE calculations while maintaining the additional flexibility of SepTop. American Chemical Society 2023-07-24 /pmc/articles/PMC10413862/ /pubmed/37487138 http://dx.doi.org/10.1021/acs.jctc.3c00282 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Baumann, Hannah M.
Dybeck, Eric
McClendon, Christopher L.
Pickard, Frank C.
Gapsys, Vytautas
Pérez-Benito, Laura
Hahn, David F.
Tresadern, Gary
Mathiowetz, Alan M.
Mobley, David L.
Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach
title Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach
title_full Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach
title_fullStr Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach
title_full_unstemmed Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach
title_short Broadening the Scope of Binding Free Energy Calculations Using a Separated Topologies Approach
title_sort broadening the scope of binding free energy calculations using a separated topologies approach
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413862/
https://www.ncbi.nlm.nih.gov/pubmed/37487138
http://dx.doi.org/10.1021/acs.jctc.3c00282
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