Chemical Engineering Research & Design, Vol.101, 125-134, 2015
Population balance modelling of stem cell culture in 3D suspension bioreactors
Growing and culturing stem cells in scalable quantities is of significant interest for both research and therapy. In this paper, a computational population balance model is developed and validated for the description of specified inter/intra-cellular related stem cell properties of interest (e.g. cell number, mass, size, age). The model describes the effects of extra-cellular variables; (A) bioreactor batch mode initial concentrations (substrate (1.5-5 g/l), dissolved oxygen (hypoxic (5%), normoxic (21%), and hyperoxic (35%)), (B) inoculum (3.75 x 10(4)-5.0 x 10(5) cells/ml), and (C) fed-batch mode conditions (media feed rate (10-100 ml/h) and air inlet flow rate 0.5-5l/min). The highest cell concentration achieved within the analysed simulation variable ranges is found to be approximately 1.9 x 10(6) cells/ml. Importantly, the results imply the existence of an optimum (maximum) cell concentration within the extra-cellular variable space, and identifying such optimality is non-trivial and would require a computational optimisation approach for this stem cell bioreactor process. (C) 2015 The Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.