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

Experimentally derived apparent permeabilities, Papp, 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' Papp values (i.e., neglecting act...

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Main Authors: Kai Bittermann, Kai-Uwe Goss
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5744993?pdf=render
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spelling doaj-a9d3b0d8afa3477b9538bf2d63e6c45b2020-11-24T22:17:20ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-011212e019031910.1371/journal.pone.0190319Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model.Kai BittermannKai-Uwe GossExperimentally derived apparent permeabilities, Papp, 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' Papp 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 Papp 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 Papp for 151 chemicals at a pH of 7.4 (R2 = 0.77, RMSE = 0.48). For a specific evaluation of the intrinsic membrane permeability, Pm, a second experimental dataset based on experiments with black lipid membranes, BLM, was evaluated. Pm could be predicted for 37 chemicals with R2 = 0.91 and RMSE = 0.64 log units.http://europepmc.org/articles/PMC5744993?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Kai Bittermann
Kai-Uwe Goss
spellingShingle Kai Bittermann
Kai-Uwe Goss
Predicting apparent passive permeability of Caco-2 and MDCK cell-monolayers: A mechanistic model.
PLoS ONE
author_facet Kai Bittermann
Kai-Uwe Goss
author_sort Kai Bittermann
title 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_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_sort predicting apparent passive permeability of caco-2 and mdck cell-monolayers: a mechanistic model.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description Experimentally derived apparent permeabilities, Papp, 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' Papp 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 Papp 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 Papp for 151 chemicals at a pH of 7.4 (R2 = 0.77, RMSE = 0.48). For a specific evaluation of the intrinsic membrane permeability, Pm, a second experimental dataset based on experiments with black lipid membranes, BLM, was evaluated. Pm could be predicted for 37 chemicals with R2 = 0.91 and RMSE = 0.64 log units.
url http://europepmc.org/articles/PMC5744993?pdf=render
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