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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier LTD
2020
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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. |
format | Online Article Text |
id | pubmed-8105589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier LTD |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT loerakkersandra computationalmodelingforcardiovasculartissueengineeringtheimportanceofincludingcellbehavioringrowthandremodelingalgorithms AT ristoritommaso computationalmodelingforcardiovasculartissueengineeringtheimportanceofincludingcellbehavioringrowthandremodelingalgorithms |