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Relative Binding Enthalpies from Molecular Dynamics Simulations Using a Direct Method
[Image: see text] The potential for reliably predicting relative binding enthalpies, ΔΔE, from a direct method utilizing molecular dynamics is examined for a system of three phosphotyrosyl peptides binding to a protein receptor, the Src SH2 domain. The binding enthalpies were calculated from the pot...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American
Chemical Society
2014
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4095907/ https://www.ncbi.nlm.nih.gov/pubmed/25061444 http://dx.doi.org/10.1021/ct500200n |
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author | Roy, Amitava Hua, Duy P. Ward, Joshua M. Post, Carol Beth |
author_facet | Roy, Amitava Hua, Duy P. Ward, Joshua M. Post, Carol Beth |
author_sort | Roy, Amitava |
collection | PubMed |
description | [Image: see text] The potential for reliably predicting relative binding enthalpies, ΔΔE, from a direct method utilizing molecular dynamics is examined for a system of three phosphotyrosyl peptides binding to a protein receptor, the Src SH2 domain. The binding enthalpies were calculated from the potential energy differences between the bound and the unbound end-states of each peptide from equilibrium simulations in explicit water. The statistical uncertainties in the ensemble-mean energy values from multiple, independent simulations were obtained using a bootstrap method. Simulations were initiated with different starting coordinates as well as different velocities. Statistical uncertainties in ΔΔE are 2 to 3 kcal/mol based on calculations from 40, 10 ns trajectories for each system (three SH2–peptide complexes or unbound peptides). Uncertainties in relative component energies, comprising solute–solute, solute–solvent and solvent–solvent interactions, are considerably larger. Energy values were estimated from an unweighted ensemble averaging of multiple trajectories with the a priori assumption that all trajectories are equally likely. Distributions in energy–rmsd space indicate that the trajectories sample the same basin and the difference in mean energy values between trajectories is due to sampling of alternative local regions of this superbasin. The direct estimate of relative binding enthalpies is concluded to be a reasonable approach for well-ordered systems with ΔΔE values greater than ∼3 kcal/mol, although the approach would benefit from future work to determine properly distributed starting points that would enable efficient sampling of conformational space using multiple trajectories. |
format | Online Article Text |
id | pubmed-4095907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | American
Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-40959072015-06-12 Relative Binding Enthalpies from Molecular Dynamics Simulations Using a Direct Method Roy, Amitava Hua, Duy P. Ward, Joshua M. Post, Carol Beth J Chem Theory Comput [Image: see text] The potential for reliably predicting relative binding enthalpies, ΔΔE, from a direct method utilizing molecular dynamics is examined for a system of three phosphotyrosyl peptides binding to a protein receptor, the Src SH2 domain. The binding enthalpies were calculated from the potential energy differences between the bound and the unbound end-states of each peptide from equilibrium simulations in explicit water. The statistical uncertainties in the ensemble-mean energy values from multiple, independent simulations were obtained using a bootstrap method. Simulations were initiated with different starting coordinates as well as different velocities. Statistical uncertainties in ΔΔE are 2 to 3 kcal/mol based on calculations from 40, 10 ns trajectories for each system (three SH2–peptide complexes or unbound peptides). Uncertainties in relative component energies, comprising solute–solute, solute–solvent and solvent–solvent interactions, are considerably larger. Energy values were estimated from an unweighted ensemble averaging of multiple trajectories with the a priori assumption that all trajectories are equally likely. Distributions in energy–rmsd space indicate that the trajectories sample the same basin and the difference in mean energy values between trajectories is due to sampling of alternative local regions of this superbasin. The direct estimate of relative binding enthalpies is concluded to be a reasonable approach for well-ordered systems with ΔΔE values greater than ∼3 kcal/mol, although the approach would benefit from future work to determine properly distributed starting points that would enable efficient sampling of conformational space using multiple trajectories. American Chemical Society 2014-06-12 2014-07-08 /pmc/articles/PMC4095907/ /pubmed/25061444 http://dx.doi.org/10.1021/ct500200n Text en Copyright © 2014 American Chemical Society Terms of Use (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) |
spellingShingle | Roy, Amitava Hua, Duy P. Ward, Joshua M. Post, Carol Beth Relative Binding Enthalpies from Molecular Dynamics Simulations Using a Direct Method |
title | Relative
Binding Enthalpies from Molecular Dynamics
Simulations Using a Direct Method |
title_full | Relative
Binding Enthalpies from Molecular Dynamics
Simulations Using a Direct Method |
title_fullStr | Relative
Binding Enthalpies from Molecular Dynamics
Simulations Using a Direct Method |
title_full_unstemmed | Relative
Binding Enthalpies from Molecular Dynamics
Simulations Using a Direct Method |
title_short | Relative
Binding Enthalpies from Molecular Dynamics
Simulations Using a Direct Method |
title_sort | relative
binding enthalpies from molecular dynamics
simulations using a direct method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4095907/ https://www.ncbi.nlm.nih.gov/pubmed/25061444 http://dx.doi.org/10.1021/ct500200n |
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