Evidence map›Paper›PMID 40734552›Full record

ArticleJournal of chemical theory and computation2025

Advancing Binding Affinity Calculations: A Non-Equilibrium Simulations Approach for Calculation of Relative Binding Free Energies in Systems with Trapped Waters.

Swapnil Wagle, Christopher I Bayly, David L Mobley

Abstract read
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Article in Journal of chemical theory and computation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Swapnil WagleDepartment of Pharmaceutical Sciences, University of California, Irvine, California 92697, United States.ORCID 0000-0003-2845-463X
Christopher I BaylyOpenEye Scientific, Cadence Molecular Sciences, 9 Bisbee Ct Suite D, Santa Fe, New Mexico 87508, United States.
David L MobleyDepartment of Pharmaceutical Sciences, University of California, Irvine, California 92697, United States.ORCID 0000-0002-1083-5533

Funding

Accelerating drug discovery via ML-guided iterative design and optimizationR35GM148236 · NIGMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI David Lowell Mobley · 2023 to 2026
$2.2M
NIGMS NIH HHS R35 GM148236
6 · The paper itself

Abstract

The formation of protein-ligand complexes involves displacement of water molecules that were previously occupying the protein's binding site. In some cases, however, some water molecules may not be displaced by the ligand's binding, and they can stabilize the complex by mediating the interactions between the ligand and the protein. A relative binding free energy (RBFE) calculation between two ligands, one of which binds to the protein with an intermediate water while the other displaces the water, can yield wrong results if the water fails to rearrange itself within the simulation timescale. Enhanced sampling methods have previously been used to address the sampling of such "trapped" waters, inserting or deleting waters in the protein's binding site during ligand transformation. While sometimes effective, the enhanced sampling methods typically require long simulation times to converge and may lead to differences in RBFE estimates (i.e., hysteresis) based on initial water placement. In this study, we present a non-equilibrium switching (NES) method to calculate RBFEs in systems with trapped waters. Our approach requires the knowledge of the positions of the trapped waters prior to performing the free energy calculation for ligand transformation and then uses this information to efficiently calculate the RBFE between the ligands. In our simulation protocol, we perform ligand transformation in the binding site of the target protein by using three consecutive NES switches. The three NES switches implement restraints, transform the ligand, and then remove the restraints. We demonstrate that our NES simulation-based method results in RBFE estimates within 1.1 kcal mol

Indexed as

Molecular Dynamics SimulationProteinsThermodynamicsWaterBinding SitesLigandsProtein BindingLigandsProteinsWater

Identifiers

PMID40734552
PMCPMC12814935

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.