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Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors

Neural stem cells (NSCs) offer a potential solution to treating brain tumors. This is because NSCs can circumvent the blood-brain barrier and migrate to areas of damage in the central nervous system, including tumors, stroke, and wound injuries. However, for successful clinical application of NSC tr...

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Autores principales: Gomez, Justin, Holmes, Nathanael, Hansen, Austin, Adhikarla, Vikram, Gutova, Margarita, Rockne, Russell C., Cho, Heyrim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8958926/
https://www.ncbi.nlm.nih.gov/pubmed/35240798
http://dx.doi.org/10.3934/mbe.2022119
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author Gomez, Justin
Holmes, Nathanael
Hansen, Austin
Adhikarla, Vikram
Gutova, Margarita
Rockne, Russell C.
Cho, Heyrim
author_facet Gomez, Justin
Holmes, Nathanael
Hansen, Austin
Adhikarla, Vikram
Gutova, Margarita
Rockne, Russell C.
Cho, Heyrim
author_sort Gomez, Justin
collection PubMed
description Neural stem cells (NSCs) offer a potential solution to treating brain tumors. This is because NSCs can circumvent the blood-brain barrier and migrate to areas of damage in the central nervous system, including tumors, stroke, and wound injuries. However, for successful clinical application of NSC treatment, a sufficient number of viable cells must reach the diseased or damaged area(s) in the brain, and evidence suggests that it may be affected by the paths the NSCs take through the brain, as well as the locations of tumors. To study the NSC migration in brain, we develop a mathematical model of therapeutic NSC migration towards brain tumor, that provides a low cost platform to investigate NSC treatment efficacy. Our model is an extension of the model developed in Rockne et al. (PLoS ONE 13, e0199967, 2018) that considers NSC migration in non-tumor bearing naive mouse brain. Here we modify the model in Rockne et al. in three ways: (i) we consider three-dimensional mouse brain geometry, (ii) we add chemotaxis to model the tumor-tropic nature of NSCs into tumor sites, and (iii) we model stochasticity of migration speed and chemosensitivity. The proposed model is used to study migration patterns of NSCs to sites of tumors for different injection strategies, in particular, intranasal and intracerebral delivery. We observe that intracerebral injection results in more NSCs arriving at the tumor site(s), but the relative fraction of NSCs depends on the location of injection relative to the target site(s). On the other hand, intranasal injection results in fewer NSCs at the tumor site, but yields a more even distribution of NSCs within and around the target tumor site(s).
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spelling pubmed-89589262022-03-28 Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors Gomez, Justin Holmes, Nathanael Hansen, Austin Adhikarla, Vikram Gutova, Margarita Rockne, Russell C. Cho, Heyrim Math Biosci Eng Article Neural stem cells (NSCs) offer a potential solution to treating brain tumors. This is because NSCs can circumvent the blood-brain barrier and migrate to areas of damage in the central nervous system, including tumors, stroke, and wound injuries. However, for successful clinical application of NSC treatment, a sufficient number of viable cells must reach the diseased or damaged area(s) in the brain, and evidence suggests that it may be affected by the paths the NSCs take through the brain, as well as the locations of tumors. To study the NSC migration in brain, we develop a mathematical model of therapeutic NSC migration towards brain tumor, that provides a low cost platform to investigate NSC treatment efficacy. Our model is an extension of the model developed in Rockne et al. (PLoS ONE 13, e0199967, 2018) that considers NSC migration in non-tumor bearing naive mouse brain. Here we modify the model in Rockne et al. in three ways: (i) we consider three-dimensional mouse brain geometry, (ii) we add chemotaxis to model the tumor-tropic nature of NSCs into tumor sites, and (iii) we model stochasticity of migration speed and chemosensitivity. The proposed model is used to study migration patterns of NSCs to sites of tumors for different injection strategies, in particular, intranasal and intracerebral delivery. We observe that intracerebral injection results in more NSCs arriving at the tumor site(s), but the relative fraction of NSCs depends on the location of injection relative to the target site(s). On the other hand, intranasal injection results in fewer NSCs at the tumor site, but yields a more even distribution of NSCs within and around the target tumor site(s). 2022-01-07 /pmc/articles/PMC8958926/ /pubmed/35240798 http://dx.doi.org/10.3934/mbe.2022119 Text en https://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 (https://creativecommons.org/licenses/by/4.0/) )
spellingShingle Article
Gomez, Justin
Holmes, Nathanael
Hansen, Austin
Adhikarla, Vikram
Gutova, Margarita
Rockne, Russell C.
Cho, Heyrim
Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors
title Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors
title_full Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors
title_fullStr Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors
title_full_unstemmed Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors
title_short Mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors
title_sort mathematical modeling of therapeutic neural stem cell migration in mouse brain with and without brain tumors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8958926/
https://www.ncbi.nlm.nih.gov/pubmed/35240798
http://dx.doi.org/10.3934/mbe.2022119
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