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Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates

A molecular-level understanding of skin permeation may rationalize and streamline product development, and improve quality and control, of transdermal and topical drug delivery systems. It may also facilitate toxicity and safety assessment of cosmetics and skin care products. Here, we present new mo...

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Detalles Bibliográficos
Autores principales: Lundborg, Magnus, Wennberg, Christian, Lidmar, Jack, Hess, Berk, Lindahl, Erik, Norlén, Lars
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Biophysical Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674988/
https://www.ncbi.nlm.nih.gov/pubmed/36104960
http://dx.doi.org/10.1016/j.bpj.2022.09.009
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author Lundborg, Magnus
Wennberg, Christian
Lidmar, Jack
Hess, Berk
Lindahl, Erik
Norlén, Lars
author_facet Lundborg, Magnus
Wennberg, Christian
Lidmar, Jack
Hess, Berk
Lindahl, Erik
Norlén, Lars
author_sort Lundborg, Magnus
collection PubMed
description A molecular-level understanding of skin permeation may rationalize and streamline product development, and improve quality and control, of transdermal and topical drug delivery systems. It may also facilitate toxicity and safety assessment of cosmetics and skin care products. Here, we present new molecular dynamics simulation approaches that make it possible to efficiently sample the free energy and local diffusion coefficient across the skin’s barrier structure to predict skin permeability and the effects of chemical penetration enhancers. In particular, we introduce a new approach to use two-dimensional reaction coordinates in the accelerated weight histogram method, where we combine sampling along spatial coordinates with an alchemical perturbation virtual coordinate. We present predicted properties for 20 permeants, and demonstrate how our approach improves correlation with ex vivo/in vitro skin permeation data. For the compounds included in this study, the obtained log K(Pexp-calc) mean square difference was 0.9 cm(2) h(−2).
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spelling pubmed-96749882023-10-18 Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates Lundborg, Magnus Wennberg, Christian Lidmar, Jack Hess, Berk Lindahl, Erik Norlén, Lars Biophys J Articles A molecular-level understanding of skin permeation may rationalize and streamline product development, and improve quality and control, of transdermal and topical drug delivery systems. It may also facilitate toxicity and safety assessment of cosmetics and skin care products. Here, we present new molecular dynamics simulation approaches that make it possible to efficiently sample the free energy and local diffusion coefficient across the skin’s barrier structure to predict skin permeability and the effects of chemical penetration enhancers. In particular, we introduce a new approach to use two-dimensional reaction coordinates in the accelerated weight histogram method, where we combine sampling along spatial coordinates with an alchemical perturbation virtual coordinate. We present predicted properties for 20 permeants, and demonstrate how our approach improves correlation with ex vivo/in vitro skin permeation data. For the compounds included in this study, the obtained log K(Pexp-calc) mean square difference was 0.9 cm(2) h(−2). The Biophysical Society 2022-10-18 2022-09-13 /pmc/articles/PMC9674988/ /pubmed/36104960 http://dx.doi.org/10.1016/j.bpj.2022.09.009 Text en © 2022 Biophysical Society. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Articles
Lundborg, Magnus
Wennberg, Christian
Lidmar, Jack
Hess, Berk
Lindahl, Erik
Norlén, Lars
Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates
title Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates
title_full Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates
title_fullStr Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates
title_full_unstemmed Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates
title_short Skin permeability prediction with MD simulation sampling spatial and alchemical reaction coordinates
title_sort skin permeability prediction with md simulation sampling spatial and alchemical reaction coordinates
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674988/
https://www.ncbi.nlm.nih.gov/pubmed/36104960
http://dx.doi.org/10.1016/j.bpj.2022.09.009
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