Mass Transfer Limitations in Embryoid Bodies during Human Embryonic Stem Cell Differentiation

Due to their ability to differentiate into cell types from all the three germ layers and their potential unlimited capacity for expansion, embryonic stem cells have tremendous potential to treat diseases and injuries. Spontaneous differentiation of human embryonic stem cells (hESCs) is influenced by the size of the differentiating embryoid bodies (EBs). To further understand the dynamics between nutrient mass transfer, EB size, and stem cell differentiation, a transient mass diffusion model of a single hESC EB was constructed. The results revealed that the oxygen concentration at the centers of large EBs (400-µm radius) was 50% lower when compared to that in smaller EBs (200-µm radius). In addition, the concentration profile of cytokines within an EB depended strongly on their depletion rate, with higher depletion rates resulting in cytokine concentrations that varied significantly throughout the EB. A comparison of the results of our model with published experimental data reveals a close correlation between the fraction of cells that differentiate to a given lineage and the fraction of cells exposed to different oxygen or cytokine concentrations. This, along with other data from the literature, suggests that diffusive mass transfer influences the differentiation of hESCs within EBs by controlling the spatial distribution of soluble factors. This has important implications for research involving the differentiation of embryonic stem cells in EBs, as well as for bioprocess design and the development of robust differentiation protocols where mass transfer could be altered to control the cell differentiation trajectory.

[1]  P Vaupel,et al.  Oxygen diffusivity in tumor tissue (DS-carcinosarcoma) under temperature conditions within the range of 20--40 degrees C. , 1977, Pflugers Archiv : European journal of physiology.

[2]  M. Sefton,et al.  Effectiveness factor and diffusion limitations in collagen gel modules containing HepG2 cells , 2011, Journal of tissue engineering and regenerative medicine.

[3]  Jung Bok Lee,et al.  Multiparameter comparisons of embryoid body differentiation toward human stem cell applications. , 2010, Stem cell research.

[4]  S. Moon,et al.  Assessment of differentiation aspects by the morphological classification of embryoid bodies derived from human embryonic stem cells. , 2011, Stem cells and development.

[5]  D. Kullmann,et al.  Geometric and viscous components of the tortuosity of the extracellular space in the brain. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[6]  R. Roberts,et al.  Low O2 tensions and the prevention of differentiation of hES cells. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[7]  P. Burridge,et al.  Improved Human Embryonic Stem Cell Embryoid Body Homogeneity and Cardiomyocyte Differentiation from a Novel V‐96 Plate Aggregation System Highlights Interline Variability , 2007, Stem cells.

[8]  Jeffrey R. Millman,et al.  The effects of low oxygen on self-renewal and differentiation of embryonic stem cells , 2009, Current opinion in organ transplantation.

[9]  E. Sachlos,et al.  Embryoid body morphology influences diffusive transport of inductive biochemicals: a strategy for stem cell differentiation. , 2008, Biomaterials.

[10]  Aleksander S. Popel,et al.  A Reaction-Diffusion Model of Basic Fibroblast Growth Factor Interactions with Cell Surface Receptors , 2004, Annals of Biomedical Engineering.

[11]  P. Vaupel,et al.  Oxygen diffusivity in tumor tissue (DS-Carcinosarcoma) under temperature conditions within the range of 20–40°C , 1977, Pflügers Archiv.

[12]  Ross A. Marklein,et al.  Homogeneous and organized differentiation within embryoid bodies induced by microsphere-mediated delivery of small molecules. , 2009, Biomaterials.

[13]  J. Freyer,et al.  Regulation of growth saturation and development of necrosis in EMT6/Ro multicellular spheroids by the glucose and oxygen supply. , 1986, Cancer research.

[14]  R. Sutherland,et al.  Oxygen diffusion distance and development of necrosis in multicell spheroids. , 1979, Radiation research.

[15]  V. Zachar,et al.  The effect of human embryonic stem cells (hESCs) long-term normoxic and hypoxic cultures on the maintenance of pluripotency , 2010, In Vitro Cellular & Developmental Biology - Animal.

[16]  Ali Khademhosseini,et al.  Controlled-size embryoid body formation in concave microwell arrays. , 2010, Biomaterials.

[17]  Nathaniel S. Hwang,et al.  Size of the embryoid body influences chondrogenesis of mouse embryonic stem cells , 2008, Journal of tissue engineering and regenerative medicine.

[18]  S. Goldenberg,et al.  Human cardiac explant-conditioned medium: soluble factors and cardiomyogenic effect on mesenchymal stem cells , 2010, Experimental biology and medicine.

[19]  Avishay Bransky,et al.  A microfluidic traps system supporting prolonged culture of human embryonic stem cells aggregates , 2010, Biomedical microdevices.

[20]  G. Lyons,et al.  The microwell control of embryoid body size in order to regulate cardiac differentiation of human embryonic stem cells. , 2010, Biomaterials.

[21]  Eugenia Kumacheva,et al.  Generation of human embryonic stem cell‐derived mesoderm and cardiac cells using size‐specified aggregates in an oxygen‐controlled bioreactor , 2009, Biotechnology and bioengineering.

[22]  A. Reddi,et al.  Induction of chondrogenesis from human embryonic stem cells without embryoid body formation by bone morphogenetic protein 7 and transforming growth factor beta1. , 2009, Arthritis and rheumatism.

[23]  K. Woodhouse,et al.  Control of Human Embryonic Stem Cell Colony and Aggregate Size Heterogeneity Influences Differentiation Trajectories , 2008, Stem cells.

[24]  B Fischer,et al.  Oxygen tension in the oviduct and uterus of rhesus monkeys, hamsters and rabbits. , 1993, Journal of reproduction and fertility.

[25]  S. V. Sotirchos,et al.  Mathematical modelling of microenvironment and growth in EMT6/Ro multicellular tumour spheroids , 1992, Cell proliferation.

[26]  Conan K. N. Li The role of glucose in the growth of 9l multicell tumor spheroids , 1982, Cancer.

[27]  S. V. Sotirchos,et al.  Variations in tumor cell growth rates and metabolism with oxygen concentration, glucose concentration, and extracellular pH , 1992, Journal of cellular physiology.

[28]  M. Mota,et al.  Changes in diffusion through the brain extracellular space , 2004, Biotechnology and applied biochemistry.

[29]  J. Hescheler,et al.  The embryoid body as a novel in vitro assay system for antiangiogenic agents. , 1998, Laboratory investigation; a journal of technical methods and pathology.

[30]  L. Kunz-Schughart,et al.  Multicellular tumor spheroids: an underestimated tool is catching up again. , 2010, Journal of biotechnology.

[31]  J. Hescheler,et al.  Tumor-induced angiogenesis studied in confrontation cultures of multicellular tumor spheroids and embryoid bodies grown from pluripotent embryonic stem cells. , 2001, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[32]  Steven J. Jonas,et al.  Hydrophobic surfaces for enhanced differentiation of embryonic stem cell-derived embryoid bodies , 2008, Proceedings of the National Academy of Sciences.

[33]  Ali Khademhosseini,et al.  Microwell-mediated control of embryoid body size regulates embryonic stem cell fate via differential expression of WNT5a and WNT11 , 2009, Proceedings of the National Academy of Sciences.

[34]  Richard O C Oreffo,et al.  Hypoxia inducible factors regulate pluripotency and proliferation in human embryonic stem cells cultured at reduced oxygen tensions , 2010, Reproduction.

[35]  Y. Cho,et al.  Physical Passaging of Embryoid Bodies Generated from Human Pluripotent Stem Cells , 2011, PloS one.

[36]  J. Hescheler,et al.  Tumor‐induced angiogenesis studied in confrontation cultures of multicellular tumor spheroids and embryoid bodies grown from pluripotent embryonic stem cells , 2001 .

[37]  R Cancedda,et al.  Computer-based technique for cell aggregation analysis and cell aggregation in in vitro chondrogenesis. , 1997, Cytometry.

[38]  Kumaraswamy Nanthakumar,et al.  Geometric control of cardiomyogenic induction in human pluripotent stem cells. , 2011, Tissue engineering. Part A.

[39]  R. Wesselschmidt Generation of Human Embryonic Stem Cell-derived Teratomas , 2007 .

[40]  Shau-Ping Lin,et al.  Hypoxic culture maintains self-renewal and enhances embryoid body formation of human embryonic stem cells. , 2010, Tissue engineering. Part A.

[41]  J M Piret,et al.  Cellular determinants affecting the rate of cytokine in cultures of human hematopoietic cells. , 1997, Biotechnology and bioengineering.

[42]  H. Kurosawa,et al.  A Round-bottom 96-well Polystyrene Plate Coated with 2-methacryloyloxyethyl Phosphorylcholine as an Effective Tool for Embryoid Body Formation , 2005, Cytotechnology.