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...
Autores principales: | , , , |
---|---|
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 |