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Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model

Experimentally derived apparent permeabilities, P(app), through cell monolayers such as Caco-2 and MDCK are considered to be an in-vitro gold standard for assessing the uptake efficiency of drugs. Here, we present a mechanistic model that describes ‘passive’ P(app) values (i.e., neglecting active tr...

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Autores principales: Bittermann, Kai, Goss, Kai-Uwe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5744993/
https://www.ncbi.nlm.nih.gov/pubmed/29281711
http://dx.doi.org/10.1371/journal.pone.0190319
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author Bittermann, Kai
Goss, Kai-Uwe
author_facet Bittermann, Kai
Goss, Kai-Uwe
author_sort Bittermann, Kai
collection PubMed
description Experimentally derived apparent permeabilities, P(app), through cell monolayers such as Caco-2 and MDCK are considered to be an in-vitro gold standard for assessing the uptake efficiency of drugs. Here, we present a mechanistic model that describes ‘passive’ P(app) values (i.e., neglecting active transport) by accounting for the different resistances solutes encounter when permeating a cell monolayer. We described three parallel permeation pathways, namely a cytosolic-, paracellular-, and lateral route, each of which consists of a number of serial resistances. These resistances were accounted for via a mechanistic depiction of the underlying processes that are largely based on literature work. For the present P(app) dataset, about as much chemicals are dominated by the cytosolic route as were dominated by the paracellular route, while the lateral route was negligible. For the cytosolic route by far the most chemicals found their main resistance in the various water layers and not in the membrane. Although correlations within the subclasses of chemicals dominated by a specific permeation route were rather poor, we could overall satisfyingly predict P(app) for 151 chemicals at a pH of 7.4 (R(2) = 0.77, RMSE = 0.48). For a specific evaluation of the intrinsic membrane permeability, P(m), a second experimental dataset based on experiments with black lipid membranes, BLM, was evaluated. P(m) could be predicted for 37 chemicals with R(2) = 0.91 and RMSE = 0.64 log units.
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spelling pubmed-57449932018-01-09 Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model Bittermann, Kai Goss, Kai-Uwe PLoS One Research Article Experimentally derived apparent permeabilities, P(app), through cell monolayers such as Caco-2 and MDCK are considered to be an in-vitro gold standard for assessing the uptake efficiency of drugs. Here, we present a mechanistic model that describes ‘passive’ P(app) values (i.e., neglecting active transport) by accounting for the different resistances solutes encounter when permeating a cell monolayer. We described three parallel permeation pathways, namely a cytosolic-, paracellular-, and lateral route, each of which consists of a number of serial resistances. These resistances were accounted for via a mechanistic depiction of the underlying processes that are largely based on literature work. For the present P(app) dataset, about as much chemicals are dominated by the cytosolic route as were dominated by the paracellular route, while the lateral route was negligible. For the cytosolic route by far the most chemicals found their main resistance in the various water layers and not in the membrane. Although correlations within the subclasses of chemicals dominated by a specific permeation route were rather poor, we could overall satisfyingly predict P(app) for 151 chemicals at a pH of 7.4 (R(2) = 0.77, RMSE = 0.48). For a specific evaluation of the intrinsic membrane permeability, P(m), a second experimental dataset based on experiments with black lipid membranes, BLM, was evaluated. P(m) could be predicted for 37 chemicals with R(2) = 0.91 and RMSE = 0.64 log units. Public Library of Science 2017-12-27 /pmc/articles/PMC5744993/ /pubmed/29281711 http://dx.doi.org/10.1371/journal.pone.0190319 Text en © 2017 Bittermann, Goss http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Bittermann, Kai
Goss, Kai-Uwe
Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model
title Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model
title_full Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model
title_fullStr Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model
title_full_unstemmed Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model
title_short Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model
title_sort predicting apparent passive permeability of caco-2 and mdck cell-monolayers: a mechanistic model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5744993/
https://www.ncbi.nlm.nih.gov/pubmed/29281711
http://dx.doi.org/10.1371/journal.pone.0190319
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