Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1783288851557515264 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5744993 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT bittermannkai predictingapparentpassivepermeabilityofcaco2andmdckcellmonolayersamechanisticmodel AT gosskaiuwe predictingapparentpassivepermeabilityofcaco2andmdckcellmonolayersamechanisticmodel |