title: Multiplicity of steady states in glycolysis and shift of metabolic state in cultured mammalian cells.
abstract: Cultured mammalian cells exhibit elevated glycolysis flux and high lactate production. In the industrial bioprocesses for biotherapeutic protein production, glucose is supplemented to the culture medium to sustain continued cell growth resulting in the accumulation of lactate to high levels. In such fed-batch cultures, sometimes a metabolic shift from a state of high glycolysis flux and high lactate production to a state of low glycolysis flux and low lactate production or even lactate consumption is observed. While in other cases with very similar culture conditions, the same cell line and medium, cells continue to produce lactate. A metabolic shift to lactate consumption has been correlated to the productivity of the process. Cultures that exhibited the metabolic shift to lactate consumption had higher titers than those which didn't. However, the cues that trigger the metabolic shift to lactate consumption state (or low lactate production state) are yet to be identified. Metabolic control of cells is tightly linked to growth control through signaling pathways such as the AKT pathway. We have previously shown that the glycolysis of proliferating cells can exhibit bistability with well-segregated high flux and low flux states. Low lactate production (or lactate consumption) is possible only at a low glycolysis flux state. In this study, we use mathematical modeling to demonstrate that lactate inhibition together with AKT regulation on glycolysis enzymes can profoundly influence the bistable behavior, resulting in a complex steady-state topology. The transition from the high flux state to the low flux state can only occur in certain regions of the steady state topology, and therefore the metabolic fate of the cells depends on their metabolic trajectory encountering the region that allows such a metabolic state switch. Insights from such switch behavior present us with new means to control the metabolism of mammalian cells in fed-batch cultures.
authors: Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
authors: Bhanu Chandra
authors: BC
authors: Mulukutla
authors: Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
authors: Andrew
authors: A
authors: Yongky
authors: Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
authors: Simon
authors: S
authors: Grimm
authors: Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
authors: Prodromos
authors: P
authors: Daoutidis
authors: Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
authors: Wei-Shou
authors: WS
authors: Hu
mesh_terms: D000818:Animals; D016466:CHO Cells; D049109:Cell Proliferation; D002478:Cells, Cultured; D003198:Computer Simulation; D003412:Cricetulus; D004734:Energy Metabolism / Q000502:physiology*; D005947:Glucose / Q000378:metabolism*; D006019:Glycolysis / Q000502:physiology*; D019344:Lactic Acid / Q000378:metabolism*; D008962:Models, Theoretical
chemical_list: D019344:Lactic Acid; D005947:Glucose