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Scaling behavior of drug transport and absorption in in silico cerebral capillary networks
Drug delivery to the brain is challenging due to the presence of the blood-brain barrier. Mathematical modeling and simulation are essential tools for the deeper understanding of transport processes in the blood, across the blood-brain barrier and within the tissue. Here we present a mathematical mo...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039031/ https://www.ncbi.nlm.nih.gov/pubmed/29990324 http://dx.doi.org/10.1371/journal.pone.0200266 |
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author | Langhoff, William Riggs, Alexander Hinow, Peter |
author_facet | Langhoff, William Riggs, Alexander Hinow, Peter |
author_sort | Langhoff, William |
collection | PubMed |
description | Drug delivery to the brain is challenging due to the presence of the blood-brain barrier. Mathematical modeling and simulation are essential tools for the deeper understanding of transport processes in the blood, across the blood-brain barrier and within the tissue. Here we present a mathematical model for drug delivery through capillary networks with increasingly complex topologies with the goal to understand the scaling behavior of model predictions on a coarse-to-fine sequence of grids. We apply our model to the delivery of L-Dopa, the primary drug used in the therapy of Parkinson’s Disease. Our model replicates observed blood flow rates and ratios between plasma and tissue concentrations. We propose an optimal network grain size for the simulation of tissue volumes of 1 cm(3) that allows to make reliable predictions with reasonable computational costs. |
format | Online Article Text |
id | pubmed-6039031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-60390312018-07-19 Scaling behavior of drug transport and absorption in in silico cerebral capillary networks Langhoff, William Riggs, Alexander Hinow, Peter PLoS One Research Article Drug delivery to the brain is challenging due to the presence of the blood-brain barrier. Mathematical modeling and simulation are essential tools for the deeper understanding of transport processes in the blood, across the blood-brain barrier and within the tissue. Here we present a mathematical model for drug delivery through capillary networks with increasingly complex topologies with the goal to understand the scaling behavior of model predictions on a coarse-to-fine sequence of grids. We apply our model to the delivery of L-Dopa, the primary drug used in the therapy of Parkinson’s Disease. Our model replicates observed blood flow rates and ratios between plasma and tissue concentrations. We propose an optimal network grain size for the simulation of tissue volumes of 1 cm(3) that allows to make reliable predictions with reasonable computational costs. Public Library of Science 2018-07-10 /pmc/articles/PMC6039031/ /pubmed/29990324 http://dx.doi.org/10.1371/journal.pone.0200266 Text en © 2018 Langhoff et al 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 Langhoff, William Riggs, Alexander Hinow, Peter Scaling behavior of drug transport and absorption in in silico cerebral capillary networks |
title | Scaling behavior of drug transport and absorption in in silico cerebral capillary networks |
title_full | Scaling behavior of drug transport and absorption in in silico cerebral capillary networks |
title_fullStr | Scaling behavior of drug transport and absorption in in silico cerebral capillary networks |
title_full_unstemmed | Scaling behavior of drug transport and absorption in in silico cerebral capillary networks |
title_short | Scaling behavior of drug transport and absorption in in silico cerebral capillary networks |
title_sort | scaling behavior of drug transport and absorption in in silico cerebral capillary networks |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039031/ https://www.ncbi.nlm.nih.gov/pubmed/29990324 http://dx.doi.org/10.1371/journal.pone.0200266 |
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