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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...

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Autores principales: Ferre-Torres, Josep, Noguera-Monteagudo, Adria, Lopez-Canosa, Adrian, Romero-Arias, J. Roberto, Barrio, Rafael, Castaño, Oscar, Hernandez-Machado, Aurora
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
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.
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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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