Characterisation of stresses on microcarriers in a stirred bioreactor
•Hydrodynamics of a stirred suspension bioreactor is captured through CFD simulation.•Blended LES presented to account for free surface effects in a single-phase model.•Lagrangian particle tracking used to measure shear stress exposure of microcarriers.•Stresses from model linked to established stem...
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Veröffentlicht in: | Applied mathematical modelling 2016-08, Vol.40 (15-16), p.6787-6804 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | •Hydrodynamics of a stirred suspension bioreactor is captured through CFD simulation.•Blended LES presented to account for free surface effects in a single-phase model.•Lagrangian particle tracking used to measure shear stress exposure of microcarriers.•Stresses from model linked to established stem-cell differentiation evidence.•Exposure to stress characterised by fluctuations over very short time-scales.
A computational fluid dynamics model for the flow of culture in a Corning™ spinner-flask stirred bioreactor has been used to characterise stresses experienced by microcarriers immersed in the fluid. Validation of the turbulent flow using experimental Particle Image Velocimetry (PIV) found advanced Large Eddy Simulation (LES) to be superior to Unsteady Reynolds averaging (URANS) modelling as a computational strategy for accurately capturing instantaneous velocity fluctuations of the types observed in the experiments. The simulations demonstrated that stress exposures experienced by microcarriers were highest during impeller start-up. After start-up, microcarriers experienced elevated levels of fluctuating stress of magnitudes known to cause cell differentiation, potentially compromising expansion of a homogeneous population with multi-lineage potential. Decreasing the impeller speed from 70 RPM to 50 RPM in the Corning™ flask was not found to necessarily reduce microcarrier stress exposure, because such a measure does not control the spatio-temporal coincidence of the microcarrier population with high regions of stress within the bioreactor. Modifications to bioreactor geometries and operational protocols are identified that can be pursued if such issues with dynamic stem cell culture arise. |
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ISSN: | 0307-904X |
DOI: | 10.1016/j.apm.2016.02.025 |