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Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms

Understanding cardiovascular growth and remodeling (G&R) is fundamental for designing robust cardiovascular tissue engineering strategies, which enable synthetic or biological scaffolds to transform into healthy living tissues after implantation. Computational modeling, particularly when integra...

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Detalles Bibliográficos
Autores principales: Loerakker, Sandra, Ristori, Tommaso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier LTD 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8105589/
https://www.ncbi.nlm.nih.gov/pubmed/33997580
http://dx.doi.org/10.1016/j.cobme.2019.12.007
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author Loerakker, Sandra
Ristori, Tommaso
author_facet Loerakker, Sandra
Ristori, Tommaso
author_sort Loerakker, Sandra
collection PubMed
description Understanding cardiovascular growth and remodeling (G&R) is fundamental for designing robust cardiovascular tissue engineering strategies, which enable synthetic or biological scaffolds to transform into healthy living tissues after implantation. Computational modeling, particularly when integrated with experimental research, is key for advancing our understanding, predicting the in vivo evolution of engineered tissues, and efficiently optimizing scaffold designs. As cells are ultimately the drivers of G&R and known to change their behavior in response to mechanical cues, increasing efforts are currently undertaken to capture (mechano-mediated) cell behavior in computational models. In this selective review, we highlight some recent examples that are relevant in the context of cardiovascular tissue engineering and discuss the current and future biological and computational challenges for modeling cell-mediated G&R.
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spelling pubmed-81055892021-05-14 Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms Loerakker, Sandra Ristori, Tommaso Curr Opin Biomed Eng Article Understanding cardiovascular growth and remodeling (G&R) is fundamental for designing robust cardiovascular tissue engineering strategies, which enable synthetic or biological scaffolds to transform into healthy living tissues after implantation. Computational modeling, particularly when integrated with experimental research, is key for advancing our understanding, predicting the in vivo evolution of engineered tissues, and efficiently optimizing scaffold designs. As cells are ultimately the drivers of G&R and known to change their behavior in response to mechanical cues, increasing efforts are currently undertaken to capture (mechano-mediated) cell behavior in computational models. In this selective review, we highlight some recent examples that are relevant in the context of cardiovascular tissue engineering and discuss the current and future biological and computational challenges for modeling cell-mediated G&R. Elsevier LTD 2020-09 /pmc/articles/PMC8105589/ /pubmed/33997580 http://dx.doi.org/10.1016/j.cobme.2019.12.007 Text en © 2019 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Loerakker, Sandra
Ristori, Tommaso
Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms
title Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms
title_full Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms
title_fullStr Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms
title_full_unstemmed Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms
title_short Computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms
title_sort computational modeling for cardiovascular tissue engineering: the importance of including cell behavior in growth and remodeling algorithms
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8105589/
https://www.ncbi.nlm.nih.gov/pubmed/33997580
http://dx.doi.org/10.1016/j.cobme.2019.12.007
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