Comparison of Methodologies for Absolute Binding Free Energy Calculations of Ligands to Intrinsically Disordered Proteins

Modulating the function of Intrinsically Disordered Proteins (IDPs) with small molecules is of considerable importance given the crucial roles of IDPs in the pathophysiology of numerous diseases. Reported binding affinities for ligands to diverse IDPs vary broadly, and little is known about the detailed molecular mechanisms that underpin ligand efficacy. Molecular simulations of IDP ligand binding mechanisms can help us understand the mode of action of small molecule inhibitors of IDP function, but it is still unclear how binding energies can be modeled rigorously for such a flexible class of proteins. Here, we compare alchemical absolute binding free energy calculations (ABFE) and Markov-State Modeling (MSM) protocols to model the binding of the small molecule 10058-F4 to a disordered peptide extracted from a segment of the oncoprotein c-Myc. The ABFE results produce binding energy estimates that are sensitive to the choice of reference structure. In contrast, the MSM results produce more reproducible binding energy estimates consistent with weak mM binding affinities and transient intermolecular contacts reported in the literature.

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Publication Details

Journal
Journal of Chemical Theory and Computation
Published
2024-10-28
DOI
https://doi.org/10.1021/acs.jctc.4c00942
Citations
12
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
2.81

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article

Comparison of Methodologies for Absolute Binding Free Energy Calculations of Ligands to Intrinsically Disordered Proteins

Antonia S. J. S. Mey, Julien Michel, Michail Papadourakis, Zoe Cournia
12 citations
Journal of Chemical Theory and Computation
Protein Structure and Dynamics
2.81
article

Comparison of Methodologies for Absolute Binding Free Energy Calculations of Ligands to Intrinsically Disordered Proteins

Antonia S. J. S. Mey, Julien Michel, Michail Papadourakis, Zoe Cournia
article en
12 citations

Abstract

Modulating the function of Intrinsically Disordered Proteins (IDPs) with small molecules is of considerable importance given the crucial roles of IDPs in the pathophysiology of numerous diseases. Reported binding affinities for ligands to diverse IDPs vary broadly, and little is known about the detailed molecular mechanisms that underpin ligand efficacy. Molecular simulations of IDP ligand binding mechanisms can help us understand the mode of action of small molecule inhibitors of IDP function, but it is still unclear how binding energies can be modeled rigorously for such a flexible class of proteins. Here, we compare alchemical absolute binding free energy calculations (ABFE) and Markov-State Modeling (MSM) protocols to model the binding of the small molecule 10058-F4 to a disordered peptide extracted from a segment of the oncoprotein c-Myc. The ABFE results produce binding energy estimates that are sensitive to the choice of reference structure. In contrast, the MSM results produce more reproducible binding energy estimates consistent with weak mM binding affinities and transient intermolecular contacts reported in the literature.

Journal of Chemical Theory and ComputationVol. 20(21)
Academy of Athens (GR), University of Edinburgh (GB)
University of Edinburgh, Bodossaki Foundation
Affordable and clean energy
Openalex Percentile: Top 9%
Protein Structure and Dynamics
2.81
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Comparison of Methodologies for Absolute Binding Free Energy Calculations of Ligands to Intrinsically Disordered Proteins — Antonia S. J. S. Mey, Julien Michel, et al. · Journal of Chemical Theory and Computation (2024) | TGRS Research Map | TGRS