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Two Relations to Estimate Membrane Permeability Using Milestoning

[Image: see text] Prediction of passive permeation rates of solutes across lipid bilayers is important to drug design, toxicology, and other biological processes such as signaling. The inhomogeneous solubility-diffusion (ISD) equation is traditionally used to relate the position-dependent potential...

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Autores principales: Votapka, Lane W., Lee, Christopher T., Amaro, Rommie E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2016
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5002937/
https://www.ncbi.nlm.nih.gov/pubmed/27154639
http://dx.doi.org/10.1021/acs.jpcb.6b02814
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author Votapka, Lane W.
Lee, Christopher T.
Amaro, Rommie E.
author_facet Votapka, Lane W.
Lee, Christopher T.
Amaro, Rommie E.
author_sort Votapka, Lane W.
collection PubMed
description [Image: see text] Prediction of passive permeation rates of solutes across lipid bilayers is important to drug design, toxicology, and other biological processes such as signaling. The inhomogeneous solubility-diffusion (ISD) equation is traditionally used to relate the position-dependent potential of mean force and diffusivity to the permeability coefficient. The ISD equation is derived via the Smoluchowski equation and assumes overdamped system dynamics. It has been suggested that the complex membrane environment may exhibit more complicated damping conditions. Here we derive a variant of the inhomogeneous solubility diffusion equation as a function of the mean first passage time (MFPT) and show how milestoning, a method that can estimate kinetic quantities of interest, can be used to estimate the MFPT of membrane crossing and, by extension, the permeability coefficient. We further describe a second scheme, agnostic to the damping condition, to estimate the permeability coefficient from milestoning results or other methods that compute a probability of membrane crossing. The derived relationships are tested using a one-dimensional Langevin dynamics toy system confirming that the presented theoretical methods can be used to estimate permeabilities given simulation and milestoning results.
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spelling pubmed-50029372016-08-30 Two Relations to Estimate Membrane Permeability Using Milestoning Votapka, Lane W. Lee, Christopher T. Amaro, Rommie E. J Phys Chem B [Image: see text] Prediction of passive permeation rates of solutes across lipid bilayers is important to drug design, toxicology, and other biological processes such as signaling. The inhomogeneous solubility-diffusion (ISD) equation is traditionally used to relate the position-dependent potential of mean force and diffusivity to the permeability coefficient. The ISD equation is derived via the Smoluchowski equation and assumes overdamped system dynamics. It has been suggested that the complex membrane environment may exhibit more complicated damping conditions. Here we derive a variant of the inhomogeneous solubility diffusion equation as a function of the mean first passage time (MFPT) and show how milestoning, a method that can estimate kinetic quantities of interest, can be used to estimate the MFPT of membrane crossing and, by extension, the permeability coefficient. We further describe a second scheme, agnostic to the damping condition, to estimate the permeability coefficient from milestoning results or other methods that compute a probability of membrane crossing. The derived relationships are tested using a one-dimensional Langevin dynamics toy system confirming that the presented theoretical methods can be used to estimate permeabilities given simulation and milestoning results. American Chemical Society 2016-05-06 2016-08-25 /pmc/articles/PMC5002937/ /pubmed/27154639 http://dx.doi.org/10.1021/acs.jpcb.6b02814 Text en Copyright © 2016 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle Votapka, Lane W.
Lee, Christopher T.
Amaro, Rommie E.
Two Relations to Estimate Membrane Permeability Using Milestoning
title Two Relations to Estimate Membrane Permeability Using Milestoning
title_full Two Relations to Estimate Membrane Permeability Using Milestoning
title_fullStr Two Relations to Estimate Membrane Permeability Using Milestoning
title_full_unstemmed Two Relations to Estimate Membrane Permeability Using Milestoning
title_short Two Relations to Estimate Membrane Permeability Using Milestoning
title_sort two relations to estimate membrane permeability using milestoning
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5002937/
https://www.ncbi.nlm.nih.gov/pubmed/27154639
http://dx.doi.org/10.1021/acs.jpcb.6b02814
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