Cargando…

A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering

In this article we propose a novel mathematical description of biomass growth that combines poroelastic theory of mixtures and cellular population models. The formulation, potentially applicable to general mechanobiological processes, is here used to study the engineered cultivation in bioreactors o...

Descripción completa

Detalles Bibliográficos
Autores principales: Sacco, Riccardo, Causin, Paola, Lelli, Chiara, Raimondi, Manuela T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6959421/
https://www.ncbi.nlm.nih.gov/pubmed/32009677
http://dx.doi.org/10.1007/s11012-017-0638-9
_version_ 1783487593876291584
author Sacco, Riccardo
Causin, Paola
Lelli, Chiara
Raimondi, Manuela T.
author_facet Sacco, Riccardo
Causin, Paola
Lelli, Chiara
Raimondi, Manuela T.
author_sort Sacco, Riccardo
collection PubMed
description In this article we propose a novel mathematical description of biomass growth that combines poroelastic theory of mixtures and cellular population models. The formulation, potentially applicable to general mechanobiological processes, is here used to study the engineered cultivation in bioreactors of articular chondrocytes, a process of Regenerative Medicine characterized by a complex interaction among spatial scales (from nanometers to centimeters), temporal scales (from seconds to weeks) and biophysical phenomena (fluid-controlled nutrient transport, delivery and consumption; mechanical deformation of a multiphase porous medium). The principal contribution of this research is the inclusion of the concept of cellular “force isotropy” as one of the main factors influencing cellular activity. In this description, the induced cytoskeletal tensional states trigger signalling transduction cascades regulating functional cell behavior. This mechanims is modeled by a parameter which estimates the influence of local force isotropy by the norm of the deviatoric part of the total stress tensor. According to the value of the estimator, isotropic mechanical conditions are assumed to be the promoting factor of extracellular matrix production whereas anisotropic conditions are assumed to promote cell proliferation. The resulting mathematical formulation is a coupled system of nonlinear partial differential equations comprising: conservation laws for mass and linear momentum of the growing biomass; advection–diffusion–reaction laws for nutrient (oxygen) transport, delivery and consumption; and kinetic laws for cellular population dynamics. To develop a reliable computational tool for the simulation of the engineered tissue growth process the nonlinear differential problem is numerically solved by: (1) temporal semidiscretization; (2) linearization via a fixed-point map; and (3) finite element spatial approximation. The biophysical accuracy of the mechanobiological model is assessed in the analysis of a simplified 1D geometrical setting. Simulation results show that: (1) isotropic/anisotropic conditions are strongly influenced by both maximum cell specific growth rate and mechanical boundary conditions enforced at the interface between the biomass construct and the interstitial fluid; (2) experimentally measured features of cultivated articular chondrocytes, such as the early proliferation phase and the delayed extracellular matrix production, are well described by the computed spatial and temporal evolutions of cellular populations.
format Online
Article
Text
id pubmed-6959421
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Springer Netherlands
record_format MEDLINE/PubMed
spelling pubmed-69594212020-01-29 A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering Sacco, Riccardo Causin, Paola Lelli, Chiara Raimondi, Manuela T. Meccanica Active Behavior in Soft Matter and Mechanobiology In this article we propose a novel mathematical description of biomass growth that combines poroelastic theory of mixtures and cellular population models. The formulation, potentially applicable to general mechanobiological processes, is here used to study the engineered cultivation in bioreactors of articular chondrocytes, a process of Regenerative Medicine characterized by a complex interaction among spatial scales (from nanometers to centimeters), temporal scales (from seconds to weeks) and biophysical phenomena (fluid-controlled nutrient transport, delivery and consumption; mechanical deformation of a multiphase porous medium). The principal contribution of this research is the inclusion of the concept of cellular “force isotropy” as one of the main factors influencing cellular activity. In this description, the induced cytoskeletal tensional states trigger signalling transduction cascades regulating functional cell behavior. This mechanims is modeled by a parameter which estimates the influence of local force isotropy by the norm of the deviatoric part of the total stress tensor. According to the value of the estimator, isotropic mechanical conditions are assumed to be the promoting factor of extracellular matrix production whereas anisotropic conditions are assumed to promote cell proliferation. The resulting mathematical formulation is a coupled system of nonlinear partial differential equations comprising: conservation laws for mass and linear momentum of the growing biomass; advection–diffusion–reaction laws for nutrient (oxygen) transport, delivery and consumption; and kinetic laws for cellular population dynamics. To develop a reliable computational tool for the simulation of the engineered tissue growth process the nonlinear differential problem is numerically solved by: (1) temporal semidiscretization; (2) linearization via a fixed-point map; and (3) finite element spatial approximation. The biophysical accuracy of the mechanobiological model is assessed in the analysis of a simplified 1D geometrical setting. Simulation results show that: (1) isotropic/anisotropic conditions are strongly influenced by both maximum cell specific growth rate and mechanical boundary conditions enforced at the interface between the biomass construct and the interstitial fluid; (2) experimentally measured features of cultivated articular chondrocytes, such as the early proliferation phase and the delayed extracellular matrix production, are well described by the computed spatial and temporal evolutions of cellular populations. Springer Netherlands 2017-02-20 2017 /pmc/articles/PMC6959421/ /pubmed/32009677 http://dx.doi.org/10.1007/s11012-017-0638-9 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Active Behavior in Soft Matter and Mechanobiology
Sacco, Riccardo
Causin, Paola
Lelli, Chiara
Raimondi, Manuela T.
A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering
title A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering
title_full A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering
title_fullStr A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering
title_full_unstemmed A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering
title_short A poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering
title_sort poroelastic mixture model of mechanobiological processes in biomass growth: theory and application to tissue engineering
topic Active Behavior in Soft Matter and Mechanobiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6959421/
https://www.ncbi.nlm.nih.gov/pubmed/32009677
http://dx.doi.org/10.1007/s11012-017-0638-9
work_keys_str_mv AT saccoriccardo aporoelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering
AT causinpaola aporoelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering
AT lellichiara aporoelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering
AT raimondimanuelat aporoelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering
AT saccoriccardo poroelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering
AT causinpaola poroelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering
AT lellichiara poroelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering
AT raimondimanuelat poroelasticmixturemodelofmechanobiologicalprocessesinbiomassgrowththeoryandapplicationtotissueengineering