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Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling

The need for efficient and controlled expansion of cell populations is paramount in tissue engineering. Hollow fibre bioreactors (HFBs) have the potential to meet this need, but only with improved understanding of how operating conditions and cell seeding strategy affect cell proliferation in the bi...

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Autores principales: Chapman, Lloyd A. C., Shipley, Rebecca J., Whiteley, Jonathan P., Ellis, Marianne J., Byrne, Helen M., Waters, Sarah L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4144904/
https://www.ncbi.nlm.nih.gov/pubmed/25157635
http://dx.doi.org/10.1371/journal.pone.0105813
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author Chapman, Lloyd A. C.
Shipley, Rebecca J.
Whiteley, Jonathan P.
Ellis, Marianne J.
Byrne, Helen M.
Waters, Sarah L.
author_facet Chapman, Lloyd A. C.
Shipley, Rebecca J.
Whiteley, Jonathan P.
Ellis, Marianne J.
Byrne, Helen M.
Waters, Sarah L.
author_sort Chapman, Lloyd A. C.
collection PubMed
description The need for efficient and controlled expansion of cell populations is paramount in tissue engineering. Hollow fibre bioreactors (HFBs) have the potential to meet this need, but only with improved understanding of how operating conditions and cell seeding strategy affect cell proliferation in the bioreactor. This study is designed to assess the effects of two key operating parameters (the flow rate of culture medium into the fibre lumen and the fluid pressure imposed at the lumen outlet), together with the cell seeding distribution, on cell population growth in a single-fibre HFB. This is achieved using mathematical modelling and numerical methods to simulate the growth of cell aggregates along the outer surface of the fibre in response to the local oxygen concentration and fluid shear stress. The oxygen delivery to the cell aggregates and the fluid shear stress increase as the flow rate and pressure imposed at the lumen outlet are increased. Although the increased oxygen delivery promotes growth, the higher fluid shear stress can lead to cell death. For a given cell type and initial aggregate distribution, the operating parameters that give the most rapid overall growth can be identified from simulations. For example, when aggregates of rat cardiomyocytes that can tolerate shear stresses of up to [Image: see text] are evenly distributed along the fibre, the inlet flow rate and outlet pressure that maximise the overall growth rate are predicted to be in the ranges [Image: see text] to [Image: see text] (equivalent to [Image: see text] to [Image: see text]) and [Image: see text] to [Image: see text] (or 15.6 psi to 15.7 psi) respectively. The combined effects of the seeding distribution and flow on the growth are also investigated and the optimal conditions for growth found to depend on the shear tolerance and oxygen demands of the cells.
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spelling pubmed-41449042014-08-29 Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling Chapman, Lloyd A. C. Shipley, Rebecca J. Whiteley, Jonathan P. Ellis, Marianne J. Byrne, Helen M. Waters, Sarah L. PLoS One Research Article The need for efficient and controlled expansion of cell populations is paramount in tissue engineering. Hollow fibre bioreactors (HFBs) have the potential to meet this need, but only with improved understanding of how operating conditions and cell seeding strategy affect cell proliferation in the bioreactor. This study is designed to assess the effects of two key operating parameters (the flow rate of culture medium into the fibre lumen and the fluid pressure imposed at the lumen outlet), together with the cell seeding distribution, on cell population growth in a single-fibre HFB. This is achieved using mathematical modelling and numerical methods to simulate the growth of cell aggregates along the outer surface of the fibre in response to the local oxygen concentration and fluid shear stress. The oxygen delivery to the cell aggregates and the fluid shear stress increase as the flow rate and pressure imposed at the lumen outlet are increased. Although the increased oxygen delivery promotes growth, the higher fluid shear stress can lead to cell death. For a given cell type and initial aggregate distribution, the operating parameters that give the most rapid overall growth can be identified from simulations. For example, when aggregates of rat cardiomyocytes that can tolerate shear stresses of up to [Image: see text] are evenly distributed along the fibre, the inlet flow rate and outlet pressure that maximise the overall growth rate are predicted to be in the ranges [Image: see text] to [Image: see text] (equivalent to [Image: see text] to [Image: see text]) and [Image: see text] to [Image: see text] (or 15.6 psi to 15.7 psi) respectively. The combined effects of the seeding distribution and flow on the growth are also investigated and the optimal conditions for growth found to depend on the shear tolerance and oxygen demands of the cells. Public Library of Science 2014-08-26 /pmc/articles/PMC4144904/ /pubmed/25157635 http://dx.doi.org/10.1371/journal.pone.0105813 Text en © 2014 Chapman et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Chapman, Lloyd A. C.
Shipley, Rebecca J.
Whiteley, Jonathan P.
Ellis, Marianne J.
Byrne, Helen M.
Waters, Sarah L.
Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling
title Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling
title_full Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling
title_fullStr Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling
title_full_unstemmed Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling
title_short Optimising Cell Aggregate Expansion in a Perfused Hollow Fibre Bioreactor via Mathematical Modelling
title_sort optimising cell aggregate expansion in a perfused hollow fibre bioreactor via mathematical modelling
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4144904/
https://www.ncbi.nlm.nih.gov/pubmed/25157635
http://dx.doi.org/10.1371/journal.pone.0105813
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