Abstract
Optimization of cell culture media based on statistical experimental design methodology is a widely used approach for improving cultivation conditions. We applied this methodology to refine the composition of an established culture medium for growth of a human hepatoma cell line, C3A. A selection of growth factors and nutrient supplements were systematically screened according to standard design of experiments (DoE) procedures. The results of the screening indicated that the medium additives hepatocyte growth factor, oncostatin M, and fibroblast growth factor 4 significantly influenced the metabolic activities of the C3A cell line. Surface response methodology revealed that the optimum levels for these factors were 30 ng/ml for hepatocyte growth factor and 35 ng/ml for oncostatin M. Additional experiments on primary human hepatocyte cultures showed high variance in metabolic activities between cells from different individuals, making determination of optimal levels of factors more difficult. Still, it was possible to conclude that hepatocyte growth factor, epidermal growth factor, and oncostatin M had decisive effects on the metabolic functions of primary human hepatocytes.
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Abbreviations
- DexM:
-
Dexamethasone
- DoE:
-
Design of experiments
- EGF:
-
Epidermal growth factor
- FGF4:
-
Fibroblast growth factor 4
- HGF:
-
Hepatocyte growth factor
- HSA:
-
Human serum albumin
- LDH:
-
Lactate dehydrogenase
- NicA:
-
Nicotinamide
- OSM:
-
Oncostatin M
References
Block GD, Locker J, Bowen WC, Petersen BE, Katyal S, Strom SC, Riley T, Howard TA, Michalopoulos GK (1996) Population expansion, clonal growth, and specific differentiation patterns in primary cultures of hepatocytes induced by HGF/SF, EGF and TGFα in a chemically defined medium. J Cell Biol 132:1133–1149
Chang KH, Zandstra PW (2004) Quantitative screening of embryonic stem cell differentiation: endoderm formation as a model. Biotechnol Bioeng 88:287–298
Deshpande RR, Wittmann C, Heinzle E (2004) Microplates with integrated oxygen sensing for medium optimization in animal cell culture. Cytotechnology 46:1–8
Elkayam T, Amitay-Shaprut S, Dvir-Ginzburg M, Hartel T, Cohen S (2006) Enhancing the drug metabolism activities of C3A, a human hepatocyte cell line, by tissue engineering within alginate scaffolds. Tissue Eng 12:1357–1368
Gerlach JC, Mutig K, Sauer IM, Schrade P, Efimova E, Mieder T, Naumann G, Grunwald A, Pless G, Mas A, Bachmann S, Neuhaus P, Zeilinger K (2003) Use of primary human liver cells originating from discarded grafts in a bioreactor for liver support therapy and the prospects of culturing adult liver stem cells in bioreactors: a morphologic study. Transplantation 76:781–786
Gomez-Lechon M, Castell J, Guillén I, O’Connor E, Nakamura T, Fabra R, Trullenque R (1995) Effects of hepatocyte growth factor on growth and metabolism of human hepatocytes in primary culture. Hepatology 21:1248–1254
Linsley PS, Bolton-Hanson M, Horn D, Malik N, Kallestad JC, Ochs V, Zarling JM, Shoyab M (1989) Identification and characterization of cellular receptors for the growth regulator oncostatin M. J Biol Chem 264:4282–4289
Mandenius CF, Brundin A (2008) Bioprocess optimization using design-of-experiments methodology. Biotechnol Prog (in press)
Montgomery DC (2005) Design and analysis of experiments, 6th edn. Wiley, USA
Nussler AK, Nussler NC, Merk V, Brulport M, Schormann W, Hengstler JG (2008) In: Santin M (ed) Regenerative medicine today: the holy grail of hepatocyte culturing and therapeutic use. Springer, University of Brighton (in press)
Okita K (ed) (2002) Growth, proliferation, and apoptosis of hepatocytes. Springer-Verlag, New York
Pless G, Steffen I, Zeilinger K, Sauer IM, Katenz E, Kehr DC, Roth S, Mieder T, Schwartlander R, Muller C, Wegner B, Hout MS, Gerlach JC (2006) Evaluation of primary human liver cells in bioreactor cultures for extracorporeal liver support on the basis of urea production. Artif Organs 30:686–694
Strain AJ, Ismail T, Tsubouchi H, Arakaki N, Hishida T, Kitamura N, Daikuhara Y, McMaster P (1991) Native and recombinant human hepatocyte growth factors are highly potent promoters of DNA synthesis in both human and rat hepatocytes. J Clin Invest 87:1853–1857
Wang L, Sun J, Li L, Mears D, Horvat M, Sheil AG (1998) Comparison of porcine hepatocytes with human hepatoma (C3A) cells for use in a bioartificial liver support system. Cell Transplant 7:459–468
Zarling J, Hanson M, Lioubin M, Todaro G (1986) Oncostatin M: a growth regulator produced by differentiated histiocytic lymphoma cells. Proc Natl Acad Sci USA 83:9739–9743
Zeilinger K, Holland G, Sauer IM, Efimova E, Kardassis D, Obermayer N, Liu M, Neuhaus P, Gerlach JC (2004) Time course of primary liver cell reorganization in three-dimensional high-density bioreactors for extracorporeal liver support: an immunohistochemical and ultrastructural study. Tissue Eng 10:1113–1124
Acknowledgments
The study was performed within the EU FP6 STREP-project Vitrocellomics. The work on primary hepatocytes was partly funded by the Federal Ministry of Education and Research (BMBF, FKZ 01GG0732 and 01GG0731 to A.N.). The authors would like to thank Dr. Ursula Müller-Vieira, Pharmacelsus GmbH, Saarbrücken, Germany, for valuable contributions.
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Dong, J., Mandenius, CF., Lübberstedt, M. et al. Evaluation and optimization of hepatocyte culture media factors by design of experiments (DoE) methodology. Cytotechnology 57, 251–261 (2008). https://doi.org/10.1007/s10616-008-9168-6
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DOI: https://doi.org/10.1007/s10616-008-9168-6