Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering
- Autores
- Irastorza, Ramiro Miguel; Drouin, Bernard; Blangino, Eugenia; Mantovani, Diego
- Año de publicación
- 2015
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- Small diameter tissue-engineered arteries improve their mechanical and functional properties when they are mechanically stimulated. Applying a suitable stress and/or strain with or without a cycle to the scaffolds and cells during the culturing process resides in our ability to generate a suitable mechanical model. Collagen gel is one of the most used scaffolds in vascular tissue engineering, mainly because it is the principal constituent of the extracellular matrix for vascular cells in human. The mechanical modeling of such a material is not a trivial task, mainly for its viscoelastic nature. Computational and experimental methods for developing a suitable model for collagen gels are of primary importance for the field. In this research, we focused on mechanical properties of collagen gels under unconfined compression. First, mechanical viscoelastic models are discussed and framed in the control system theory. Second, models are fitted using system identification. Several models are evaluated and two nonlinear models are proposed: Mooney-Rivlin inspired and Hammerstein models. The results suggest that Mooney-Rivlin and Hammerstein models succeed in describing the mechanical behavior of collagen gels for cyclic tests on scaffolds (with best fitting parameters 58.3% and 75.8%, resp.). When Akaike criterion is used, the best is the Mooney-Rivlin inspired model.
Facultad de Ciencias Exactas
Instituto de Física de Líquidos y Sistemas Biológicos - Materia
-
Ciencias Exactas
Grafts
Tissue engineering
Tissue-engineered vascular - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- http://creativecommons.org/licenses/by/3.0/
- Repositorio
- Institución
- Universidad Nacional de La Plata
- OAI Identificador
- oai:sedici.unlp.edu.ar:10915/86101
Ver los metadatos del registro completo
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Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineeringIrastorza, Ramiro MiguelDrouin, BernardBlangino, EugeniaMantovani, DiegoCiencias ExactasGraftsTissue engineeringTissue-engineered vascularSmall diameter tissue-engineered arteries improve their mechanical and functional properties when they are mechanically stimulated. Applying a suitable stress and/or strain with or without a cycle to the scaffolds and cells during the culturing process resides in our ability to generate a suitable mechanical model. Collagen gel is one of the most used scaffolds in vascular tissue engineering, mainly because it is the principal constituent of the extracellular matrix for vascular cells in human. The mechanical modeling of such a material is not a trivial task, mainly for its viscoelastic nature. Computational and experimental methods for developing a suitable model for collagen gels are of primary importance for the field. In this research, we focused on mechanical properties of collagen gels under unconfined compression. First, mechanical viscoelastic models are discussed and framed in the control system theory. Second, models are fitted using system identification. Several models are evaluated and two nonlinear models are proposed: Mooney-Rivlin inspired and Hammerstein models. The results suggest that Mooney-Rivlin and Hammerstein models succeed in describing the mechanical behavior of collagen gels for cyclic tests on scaffolds (with best fitting parameters 58.3% and 75.8%, resp.). When Akaike criterion is used, the best is the Mooney-Rivlin inspired model.Facultad de Ciencias ExactasInstituto de Física de Líquidos y Sistemas Biológicos2015info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArticulohttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://sedici.unlp.edu.ar/handle/10915/86101enginfo:eu-repo/semantics/altIdentifier/issn/2356-6140info:eu-repo/semantics/altIdentifier/doi/10.1155/2015/859416info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/3.0/Creative Commons Attribution 3.0 Unported (CC BY 3.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-29T11:16:59Zoai:sedici.unlp.edu.ar:10915/86101Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-29 11:16:59.607SEDICI (UNLP) - Universidad Nacional de La Platafalse |
dc.title.none.fl_str_mv |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering |
title |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering |
spellingShingle |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering Irastorza, Ramiro Miguel Ciencias Exactas Grafts Tissue engineering Tissue-engineered vascular |
title_short |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering |
title_full |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering |
title_fullStr |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering |
title_full_unstemmed |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering |
title_sort |
Mathematical modeling of uniaxial mechanical properties of collagen gel scaffolds for vascular tissue engineering |
dc.creator.none.fl_str_mv |
Irastorza, Ramiro Miguel Drouin, Bernard Blangino, Eugenia Mantovani, Diego |
author |
Irastorza, Ramiro Miguel |
author_facet |
Irastorza, Ramiro Miguel Drouin, Bernard Blangino, Eugenia Mantovani, Diego |
author_role |
author |
author2 |
Drouin, Bernard Blangino, Eugenia Mantovani, Diego |
author2_role |
author author author |
dc.subject.none.fl_str_mv |
Ciencias Exactas Grafts Tissue engineering Tissue-engineered vascular |
topic |
Ciencias Exactas Grafts Tissue engineering Tissue-engineered vascular |
dc.description.none.fl_txt_mv |
Small diameter tissue-engineered arteries improve their mechanical and functional properties when they are mechanically stimulated. Applying a suitable stress and/or strain with or without a cycle to the scaffolds and cells during the culturing process resides in our ability to generate a suitable mechanical model. Collagen gel is one of the most used scaffolds in vascular tissue engineering, mainly because it is the principal constituent of the extracellular matrix for vascular cells in human. The mechanical modeling of such a material is not a trivial task, mainly for its viscoelastic nature. Computational and experimental methods for developing a suitable model for collagen gels are of primary importance for the field. In this research, we focused on mechanical properties of collagen gels under unconfined compression. First, mechanical viscoelastic models are discussed and framed in the control system theory. Second, models are fitted using system identification. Several models are evaluated and two nonlinear models are proposed: Mooney-Rivlin inspired and Hammerstein models. The results suggest that Mooney-Rivlin and Hammerstein models succeed in describing the mechanical behavior of collagen gels for cyclic tests on scaffolds (with best fitting parameters 58.3% and 75.8%, resp.). When Akaike criterion is used, the best is the Mooney-Rivlin inspired model. Facultad de Ciencias Exactas Instituto de Física de Líquidos y Sistemas Biológicos |
description |
Small diameter tissue-engineered arteries improve their mechanical and functional properties when they are mechanically stimulated. Applying a suitable stress and/or strain with or without a cycle to the scaffolds and cells during the culturing process resides in our ability to generate a suitable mechanical model. Collagen gel is one of the most used scaffolds in vascular tissue engineering, mainly because it is the principal constituent of the extracellular matrix for vascular cells in human. The mechanical modeling of such a material is not a trivial task, mainly for its viscoelastic nature. Computational and experimental methods for developing a suitable model for collagen gels are of primary importance for the field. In this research, we focused on mechanical properties of collagen gels under unconfined compression. First, mechanical viscoelastic models are discussed and framed in the control system theory. Second, models are fitted using system identification. Several models are evaluated and two nonlinear models are proposed: Mooney-Rivlin inspired and Hammerstein models. The results suggest that Mooney-Rivlin and Hammerstein models succeed in describing the mechanical behavior of collagen gels for cyclic tests on scaffolds (with best fitting parameters 58.3% and 75.8%, resp.). When Akaike criterion is used, the best is the Mooney-Rivlin inspired model. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Articulo http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://sedici.unlp.edu.ar/handle/10915/86101 |
url |
http://sedici.unlp.edu.ar/handle/10915/86101 |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/issn/2356-6140 info:eu-repo/semantics/altIdentifier/doi/10.1155/2015/859416 |
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info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/3.0/ Creative Commons Attribution 3.0 Unported (CC BY 3.0) |
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openAccess |
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http://creativecommons.org/licenses/by/3.0/ Creative Commons Attribution 3.0 Unported (CC BY 3.0) |
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SEDICI (UNLP) - Universidad Nacional de La Plata |
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