Cargando…

Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain

A 3-dimensional mathematical model is developed to determine the effect of drug binding kinetics on the spatial distribution of a drug within the brain. The key components, namely, transport across the blood-brain barrier (BBB), drug distribution in the brain extracellular fluid (ECF), and drug bind...

Descripción completa

Detalles Bibliográficos
Autores principales: Kashaju, Nelson, Kimathi, Mark, Masanja, Verdiana G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275424/
https://www.ncbi.nlm.nih.gov/pubmed/34285707
http://dx.doi.org/10.1155/2021/5533886
_version_ 1783721711303131136
author Kashaju, Nelson
Kimathi, Mark
Masanja, Verdiana G.
author_facet Kashaju, Nelson
Kimathi, Mark
Masanja, Verdiana G.
author_sort Kashaju, Nelson
collection PubMed
description A 3-dimensional mathematical model is developed to determine the effect of drug binding kinetics on the spatial distribution of a drug within the brain. The key components, namely, transport across the blood-brain barrier (BBB), drug distribution in the brain extracellular fluid (ECF), and drug binding kinetics are coupled with the bidirectional bulk flow of the brain ECF to enhance the visualization of drug concentration in the brain. The model is developed based on the cubical volume of a brain unit, which is a union of three subdomains: the brain ECF, the BBB, and the blood plasma. The model is a set of partial differential equations and the associated initial and boundary conditions through which the drug distribution process in the mentioned subdomains is described. Effects of drug binding kinetics are investigated by varying the binding parameter values for both nonspecific and specific binding sites. All variations of binding parameter values are discussed, and the results show the improved visualization of the effect of binding kinetics in the drug distribution within the brain. For more realistic visualization, we suggest incorporating more brain components that make up the large volume of the brain tissue.
format Online
Article
Text
id pubmed-8275424
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-82754242021-07-19 Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain Kashaju, Nelson Kimathi, Mark Masanja, Verdiana G. Comput Math Methods Med Research Article A 3-dimensional mathematical model is developed to determine the effect of drug binding kinetics on the spatial distribution of a drug within the brain. The key components, namely, transport across the blood-brain barrier (BBB), drug distribution in the brain extracellular fluid (ECF), and drug binding kinetics are coupled with the bidirectional bulk flow of the brain ECF to enhance the visualization of drug concentration in the brain. The model is developed based on the cubical volume of a brain unit, which is a union of three subdomains: the brain ECF, the BBB, and the blood plasma. The model is a set of partial differential equations and the associated initial and boundary conditions through which the drug distribution process in the mentioned subdomains is described. Effects of drug binding kinetics are investigated by varying the binding parameter values for both nonspecific and specific binding sites. All variations of binding parameter values are discussed, and the results show the improved visualization of the effect of binding kinetics in the drug distribution within the brain. For more realistic visualization, we suggest incorporating more brain components that make up the large volume of the brain tissue. Hindawi 2021-07-05 /pmc/articles/PMC8275424/ /pubmed/34285707 http://dx.doi.org/10.1155/2021/5533886 Text en Copyright © 2021 Nelson Kashaju et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kashaju, Nelson
Kimathi, Mark
Masanja, Verdiana G.
Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain
title Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain
title_full Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain
title_fullStr Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain
title_full_unstemmed Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain
title_short Modeling the Effect of Binding Kinetics in Spatial Drug Distribution in the Brain
title_sort modeling the effect of binding kinetics in spatial drug distribution in the brain
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275424/
https://www.ncbi.nlm.nih.gov/pubmed/34285707
http://dx.doi.org/10.1155/2021/5533886
work_keys_str_mv AT kashajunelson modelingtheeffectofbindingkineticsinspatialdrugdistributioninthebrain
AT kimathimark modelingtheeffectofbindingkineticsinspatialdrugdistributioninthebrain
AT masanjaverdianag modelingtheeffectofbindingkineticsinspatialdrugdistributioninthebrain