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Modelling of chemotactic sprouting endothelial cells through an extracellular matrix
Sprouting angiogenesis is a core biological process critical to vascular development. Its accurate simulation, relevant to multiple facets of human health, is of broad, interdisciplinary appeal. This study presents an in-silico model replicating a microfluidic assay where endothelial cells sprout in...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285466/ https://www.ncbi.nlm.nih.gov/pubmed/37362221 http://dx.doi.org/10.3389/fbioe.2023.1145550 |
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author | Ferre-Torres, Josep Noguera-Monteagudo, Adria Lopez-Canosa, Adrian Romero-Arias, J. Roberto Barrio, Rafael Castaño, Oscar Hernandez-Machado, Aurora |
author_facet | Ferre-Torres, Josep Noguera-Monteagudo, Adria Lopez-Canosa, Adrian Romero-Arias, J. Roberto Barrio, Rafael Castaño, Oscar Hernandez-Machado, Aurora |
author_sort | Ferre-Torres, Josep |
collection | PubMed |
description | Sprouting angiogenesis is a core biological process critical to vascular development. Its accurate simulation, relevant to multiple facets of human health, is of broad, interdisciplinary appeal. This study presents an in-silico model replicating a microfluidic assay where endothelial cells sprout into a biomimetic extracellular matrix, specifically, a large-pore, low-concentration fibrin-based porous hydrogel, influenced by chemotactic factors. We introduce a novel approach by incorporating the extracellular matrix and chemotactic factor effects into a unified term using a single parameter, primarily focusing on modelling sprouting dynamics and morphology. This continuous model naturally describes chemotactic-induced sprouting with no need for additional rules. In addition, we extended our base model to account for matrix sensing and degradation, crucial aspects of angiogenesis. We validate our model via a hybrid in-silico experimental method, comparing the model predictions with experimental results derived from the microfluidic setup. Our results underscore the intricate relationship between the extracellular matrix structure and angiogenic sprouting, proposing a promising method for predicting the influence of the extracellular matrix on angiogenesis. |
format | Online Article Text |
id | pubmed-10285466 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102854662023-06-23 Modelling of chemotactic sprouting endothelial cells through an extracellular matrix Ferre-Torres, Josep Noguera-Monteagudo, Adria Lopez-Canosa, Adrian Romero-Arias, J. Roberto Barrio, Rafael Castaño, Oscar Hernandez-Machado, Aurora Front Bioeng Biotechnol Bioengineering and Biotechnology Sprouting angiogenesis is a core biological process critical to vascular development. Its accurate simulation, relevant to multiple facets of human health, is of broad, interdisciplinary appeal. This study presents an in-silico model replicating a microfluidic assay where endothelial cells sprout into a biomimetic extracellular matrix, specifically, a large-pore, low-concentration fibrin-based porous hydrogel, influenced by chemotactic factors. We introduce a novel approach by incorporating the extracellular matrix and chemotactic factor effects into a unified term using a single parameter, primarily focusing on modelling sprouting dynamics and morphology. This continuous model naturally describes chemotactic-induced sprouting with no need for additional rules. In addition, we extended our base model to account for matrix sensing and degradation, crucial aspects of angiogenesis. We validate our model via a hybrid in-silico experimental method, comparing the model predictions with experimental results derived from the microfluidic setup. Our results underscore the intricate relationship between the extracellular matrix structure and angiogenic sprouting, proposing a promising method for predicting the influence of the extracellular matrix on angiogenesis. Frontiers Media S.A. 2023-06-08 /pmc/articles/PMC10285466/ /pubmed/37362221 http://dx.doi.org/10.3389/fbioe.2023.1145550 Text en Copyright © 2023 Ferre-Torres, Noguera-Monteagudo, Lopez-Canosa, Romero-Arias, Barrio, Castaño and Hernandez-Machado. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Ferre-Torres, Josep Noguera-Monteagudo, Adria Lopez-Canosa, Adrian Romero-Arias, J. Roberto Barrio, Rafael Castaño, Oscar Hernandez-Machado, Aurora Modelling of chemotactic sprouting endothelial cells through an extracellular matrix |
title | Modelling of chemotactic sprouting endothelial cells through an extracellular matrix |
title_full | Modelling of chemotactic sprouting endothelial cells through an extracellular matrix |
title_fullStr | Modelling of chemotactic sprouting endothelial cells through an extracellular matrix |
title_full_unstemmed | Modelling of chemotactic sprouting endothelial cells through an extracellular matrix |
title_short | Modelling of chemotactic sprouting endothelial cells through an extracellular matrix |
title_sort | modelling of chemotactic sprouting endothelial cells through an extracellular matrix |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285466/ https://www.ncbi.nlm.nih.gov/pubmed/37362221 http://dx.doi.org/10.3389/fbioe.2023.1145550 |
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