Immersed Boundary Models for Quantifying Flow-Induced Mechanical Stimuli on Stem Cells Seeded on 3D Scaffolds in Perfusion Bioreactors

Perfusion bioreactors regulate flow conditions in order to provide cells with oxygen, nutrients and flow-associated mechanical stimuli. Locally, these flow conditions can vary depending on the scaffold geometry, cellular confluency and amount of extra cellular matrix deposition. In this study, a novel application of the immersed boundary method was introduced in order to represent a detailed deformable cell attached to a 3D scaffold inside a perfusion bioreactor and exposed to microscopic flow. The immersed boundary model permits the prediction of mechanical effects of the local flow conditions on the cell. Incorporating stiffness values measured with atomic force microscopy and micro-flow boundary conditions obtained from computational fluid dynamics simulations on the entire scaffold, we compared cell deformation, cortical tension, normal and shear pressure between different cell shapes and locations. We observed a large effect of the precise cell location on the local shear stress and we predicted flow-induced cortical tensions in the order of 5 pN/μm, at the lower end of the range reported in literature. The proposed method provides an interesting tool to study perfusion bioreactors processes down to the level of the individual cell’s micro-environment, which can further aid in the achievement of robust bioprocess control for regenerative medicine applications.

[1]  S. Cowin,et al.  A model for the excitation of osteocytes by mechanical loading-induced bone fluid shear stresses. , 1994, Journal of biomechanics.

[2]  V. Mow,et al.  Chondrocyte deformation and local tissue strain in articular cartilage: A confocal microscopy study , 1995, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[3]  H Clevers,et al.  Wnt3a-/--like phenotype and limb deficiency in Lef1(-/-)Tcf1(-/-) mice. , 1999, Genes & development.

[4]  H. P. Ting-Beall,et al.  Myosin I contributes to the generation of resting cortical tension. , 1999, Biophysical journal.

[5]  Analog Vlsi,et al.  On the Design of , 2000 .

[6]  R. Hochmuth,et al.  Micropipette aspiration of living cells. , 2000, Journal of biomechanics.

[7]  R. Burgkart,et al.  Viscoelastic properties of the cell nucleus. , 2000, Biochemical and biophysical research communications.

[8]  D. Navajas,et al.  Scaling the microrheology of living cells. , 2001, Physical review letters.

[9]  C. Peskin The immersed boundary method , 2002, Acta Numerica.

[10]  V. Sikavitsas,et al.  Fluid flow increases mineralized matrix deposition in three-dimensional perfusion culture of marrow stromal osteoblasts in a dose-dependent manner , 2002, Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology.

[11]  C. Peskin Acta Numerica 2002: The immersed boundary method , 2002 .

[12]  D. Ingber Tensegrity I. Cell structure and hierarchical systems biology , 2003, Journal of Cell Science.

[13]  D. Ingber Tensegrity II. How structural networks influence cellular information processing networks , 2003, Journal of Cell Science.

[14]  J. De Baerdemaeker,et al.  Discrete element modelling for process simulation in agriculture , 2003 .

[15]  G. Vunjak‐Novakovic,et al.  Engineering bone-like tissue in vitro using human bone marrow stem cells and silk scaffolds. , 2004, Journal of biomedical materials research. Part A.

[16]  C. Colnot,et al.  Distinguishing the contributions of the perichondrium, cartilage, and vascular endothelium to skeletal development. , 2004, Developmental biology.

[17]  Eric J. Anderson,et al.  Nano–Microscale Models of Periosteocytic Flow Show Differences in Stresses Imparted to Cell Body and Processes , 2005, Annals of Biomedical Engineering.

[18]  N. Gavara,et al.  Probing mechanical properties of living cells by atomic force microscopy with blunted pyramidal cantilever tips. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[19]  Tom Shemesh,et al.  Focal adhesions as mechanosensors: a physical mechanism. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[20]  Eric J. Anderson,et al.  The imperative for controlled mechanical stresses in unraveling cellular mechanisms of mechanotransduction , 2006, Biomedical engineering online.

[21]  F. Boschetti,et al.  Prediction of the micro-fluid dynamic environment imposed to three-dimensional engineered cell systems in bioreactors. , 2006, Journal of biomechanics.

[22]  Eric J. Anderson,et al.  Open access to novel dual flow chamber technology for in vitro cell mechanotransduction, toxicity and pharamacokinetic studies , 2007, Biomedical engineering online.

[23]  M. Tate Multiscale Computational Engineering of Bones: State-of-the-Art Insights for the Future , 2007 .

[24]  Eric J Anderson,et al.  Design of tissue engineering scaffolds as delivery devices for mechanical and mechanically modulated signals. , 2007, Tissue engineering.

[25]  H. Dailey,et al.  Fluid-structure modeling of flow-induced alveolar epithelial cell deformation , 2007 .

[26]  Ron Y Kwon,et al.  Primary cilia mediate mechanosensing in bone cells by a calcium-independent mechanism , 2007, Proceedings of the National Academy of Sciences.

[27]  J. Jukes,et al.  Endochondral bone tissue engineering using embryonic stem cells , 2008, Proceedings of the National Academy of Sciences.

[28]  Eric J. Anderson,et al.  Idealization of pericellular fluid space geometry and dimension results in a profound underprediction of nano-microscale stresses imparted by fluid drag on osteocytes. , 2008, Journal of biomechanics.

[29]  A. Allori,et al.  Biological basis of bone formation, remodeling, and repair-part III: biomechanical forces. , 2008, Tissue engineering. Part B, Reviews.

[30]  D. Docheva,et al.  Researching into the cellular shape, volume and elasticity of mesenchymal stem cells, osteoblasts and osteosarcoma cells by atomic force microscopy , 2007, Journal of cellular and molecular medicine.

[31]  Liu Yang,et al.  Modeling cellular deformations using the level set formalism , 2008, BMC Systems Biology.

[32]  Eric J. Anderson,et al.  Pairing computational and scaled physical models to determine permeability as a measure of cellular communication in micro- and nano-scale pericellular spaces , 2008 .

[33]  Sarah H. McBride,et al.  Mechanical modulation of osteochondroprogenitor cell fate. , 2008, The international journal of biochemistry & cell biology.

[34]  M. Tate,et al.  Molecular Dynamics Computations of Flow in Constricted and Wavy Nano Channels , 2009 .

[35]  J. Tinevez,et al.  Role of cortical tension in bleb growth , 2009, Proceedings of the National Academy of Sciences.

[36]  Petros Lenas,et al.  Developmental engineering: a new paradigm for the design and manufacturing of cell-based products. Part II: from genes to networks: tissue engineering from the viewpoint of systems biology and network science. , 2009, Tissue engineering. Part B, Reviews.

[37]  A. Kawanami,et al.  Mice expressing GFP and CreER in osteochondro progenitor cells in the periosteum. , 2009, Biochemical and biophysical research communications.

[38]  A. Popel,et al.  Effects of erythrocyte deformability and aggregation on the cell free layer and apparent viscosity of microscopic blood flows. , 2009, Microvascular research.

[39]  I. Weissman,et al.  Endochondral ossification is required for hematopoietic stem cell niche formation , 2008, Nature.

[40]  C. Jungreuthmayer,et al.  Deformation simulation of cells seeded on a collagen-GAG scaffold in a flow perfusion bioreactor using a sequential 3D CFD-elastostatics model. , 2009, Medical engineering & physics.

[41]  A. Olivares,et al.  Finite element study of scaffold architecture design and culture conditions for tissue engineering. , 2009, Biomaterials.

[42]  F. Maes,et al.  Modeling fluid flow through irregular scaffolds for perfusion bioreactors , 2009, Biotechnology and bioengineering.

[43]  Amber L. Rath,et al.  Correlation of cell strain in single osteocytes with intracellular calcium, but not intracellular nitric oxide, in response to fluid flow. , 2010, Journal of biomechanics.

[44]  G. Karniadakis,et al.  Systematic coarse-graining of spectrin-level red blood cell models. , 2010, Computer Methods in Applied Mechanics and Engineering.

[45]  Melissa L. Knothe Tate,et al.  Engineering an ecosystem: Taking cues from nature's paradigm to build tissue in the lab and the body , 2010 .

[46]  G. Vunjak‐Novakovic,et al.  Bone grafts engineered from human adipose-derived stem cells in perfusion bioreactor culture. , 2010, Tissue engineering. Part A.

[47]  R. J. McCoy,et al.  Influence of shear stress in perfusion bioreactor cultures for the development of three-dimensional bone tissue constructs: a review. , 2010, Tissue engineering. Part B, Reviews.

[48]  A. Gefen,et al.  Confocal microscopy-based three-dimensional cell-specific modeling for large deformation analyses in cellular mechanics. , 2010, Journal of biomechanics.

[49]  M. Doblaré,et al.  Modularity in developmental biology and artificial organs: a missing concept in tissue engineering. , 2011, Artificial organs.

[50]  T. Adachi,et al.  Self-organizing optic-cup morphogenesis in three-dimensional culture , 2011, Nature.

[51]  S. C. W. Tan,et al.  Rupture of plasma membrane under tension. , 2011, Journal of biomechanics.

[52]  Melissa L. Knothe Tate,et al.  Top down and bottom up engineering of bone , 2011 .

[53]  M. K. Knothe Tate,et al.  Structure-function relationships in the stem cell's mechanical world B: emergent anisotropy of the cytoskeleton correlates to volume and shape changing stress exposure. , 2011, Molecular & cellular biomechanics : MCB.

[54]  M. K. Knothe Tate,et al.  Structure-function relationships in the stem cell's mechanical world A: seeding protocols as a means to control shape and fate of live stem cells. , 2011, Molecular & cellular biomechanics : MCB.

[55]  J. Fisher,et al.  Bone tissue engineering bioreactors: dynamic culture and the influence of shear stress. , 2011, Bone.

[56]  G. Vunjak‐Novakovic,et al.  Optimizing the medium perfusion rate in bone tissue engineering bioreactors , 2011, Biotechnology and bioengineering.

[57]  A. Lee,et al.  A low-dimensional deformation model for cancer cells in flow. , 2012, Physics of fluids.

[58]  Stephen D. Thorpe,et al.  THE EXTERNAL MECHANICAL ENVIRONMENT CAN OVERRIDE THE INFLUENCE OF LOCAL SUBSTRATE IN DETERMINING STEM CELL FATE , 2012 .

[59]  R. J. McCoy,et al.  Influence of flow rate and scaffold pore size on cell behavior during mechanical stimulation in a flow perfusion bioreactor , 2012, Biotechnology and bioengineering.

[60]  S. Thorpe,et al.  European Society of Biomechanics S.M. Perren Award 2012: the external mechanical environment can override the influence of local substrate in determining stem cell fate. , 2012, Journal of biomechanics.

[61]  L. A. Hidalgo-Bastida,et al.  Modeling and design of optimal flow perfusion bioreactors for tissue engineering applications. , 2012, Biotechnology and bioengineering.

[62]  Frédéric Hecht,et al.  New development in freefem++ , 2012, J. Num. Math..

[63]  M. Lekka,et al.  Cancer cell recognition--mechanical phenotype. , 2012, Micron.

[64]  C. Heisenberg,et al.  Forces in Tissue Morphogenesis and Patterning , 2013, Cell.

[65]  Bart Smeets,et al.  Analysis of Initial Cell Spreading Using Mechanistic Contact Formulations for a Deformable Cell Model , 2013, PLoS Comput. Biol..

[66]  Min Jae Song,et al.  Mechanical modulation of nascent stem cell lineage commitment in tissue engineering scaffolds. , 2013, Biomaterials.

[67]  F. Luyten,et al.  Process quality engineering for bioreactor-driven manufacturing of tissue-engineered constructs for bone regeneration. , 2013, Tissue engineering. Part C, Methods.

[68]  Enkeleida Lushi,et al.  Fluid flows created by swimming bacteria drive self-organization in confined suspensions , 2014, Proceedings of the National Academy of Sciences.

[69]  J. Podichetty,et al.  Modeling Pressure Drop Using Generalized Scaffold Characteristics in an Axial-Flow Bioreactor for Soft Tissue Regeneration , 2014, Annals of Biomedical Engineering.

[70]  D. A. Lee,et al.  Stem cell differentiation increases membrane-actin adhesion regulating cell blebability, migration and mechanics , 2014, Scientific Reports.

[71]  J. Aerts,et al.  Analysis of Gene Expression Signatures for Osteogenic 3D Perfusion-Bioreactor Cell Cultures Based on a Multifactorial DoE Approach , 2014 .

[72]  J. Schrooten,et al.  Spatial optimization in perfusion bioreactors improves bone tissue‐engineered construct quality attributes , 2014, Biotechnology and bioengineering.

[73]  Lucy T. Zhang Modeling of Soft Tissues Interacting with Fluid (Blood or Air) Using the Immersed Finite Element Method , 2014, Journal of biomedical science and engineering.

[74]  S. Brachat,et al.  Expansion of Human Mesenchymal Stromal Cells from Fresh Bone Marrow in a 3D Scaffold-Based System under Direct Perfusion , 2014, PloS one.

[75]  J. Schrooten,et al.  Bioreactor-Based Online Recovery of Human Progenitor Cells with Uncompromised Regenerative Potential: A Bone Tissue Engineering Perspective , 2015, PloS one.

[76]  J. Schrooten,et al.  A three‐dimensional computational fluid dynamics model of shear stress distribution during neotissue growth in a perfusion bioreactor , 2015, Biotechnology and bioengineering.

[77]  M. Hossain,et al.  Prediction of cell growth rate over scaffold strands inside a perfusion bioreactor , 2015, Biomechanics and modeling in mechanobiology.

[78]  Nicole S. Bryce,et al.  Cell Elasticity Is Regulated by the Tropomyosin Isoform Composition of the Actin Cytoskeleton , 2015, PloS one.

[79]  张静,et al.  Banana Ovate family protein MaOFP1 and MADS-box protein MuMADS1 antagonistically regulated banana fruit ripening , 2015 .

[80]  J. R. Smith,et al.  Manufacturing of Human Umbilical Cord Mesenchymal Stromal Cells on Microcarriers in a Dynamic System for Clinical Use , 2016, Stem cells international.

[81]  Y. Guyot,et al.  Coupling curvature-dependent and shear stress-stimulated neotissue growth in dynamic bioreactor cultures: a 3D computational model of a complete scaffold , 2016, Biomechanics and modeling in mechanobiology.

[82]  Thomas Rüberg,et al.  Numerical simulation of solid deformation driven by creeping flow using an immersed finite element method , 2016, Adv. Model. Simul. Eng. Sci..

[83]  Vittoria Flamini,et al.  Immersed boundary-finite element model of fluid–structure interaction in the aortic root , 2015, Theoretical and computational fluid dynamics.

[84]  J. Aerts,et al.  Evaluation of a monitored multiplate bioreactor for large-scale expansion of human periosteum derived stem cells for bone tissue engineering applications , 2016 .

[85]  J. Schrooten,et al.  Human periosteal‐derived cell expansion in a perfusion bioreactor system: proliferation, differentiation and extracellular matrix formation , 2017, Journal of tissue engineering and regenerative medicine.