Variability observed in mechano-regulated in vivo tissue differentiation can be explained by variation in cell mechano-sensitivity.

Computational simulations of tissue differentiation have been able to capture the main aspects of tissue formation/regeneration observed in animal experiments-except for the considerable degree of variability reported. Understanding and modelling the source of this variability is crucial if computational tools are to be developed for clinical applications. The objective of this study was to test the hypothesis that differences in cell mechano-sensitivity between individuals can explain the variability of tissue differentiation patterns observed experimentally. Simulations of an experiment of tissue differentiation in a mechanically loaded bone chamber were performed. Finite element analysis was used to determine the biophysical environment, and a lattice-modelling approach was used to simulate cell activity. Differences in cell mechano-sensitivity among individuals were modelled as differences in cell activity rates, with the activation of cell activities regulated by the mechanical environment. Predictions of the tissue distribution in the chambers produced the two different classes of results found experimentally: (i) chambers with a layer of bone across the chamber covered by a layer of cartilage on top and (ii) chambers with almost no bone, mainly fibrous tissue and small islands of cartilage. This indicates that the differing cellular response to the mechanical environment (i.e., subject-specific mechano-sensitivity) could be a reason for the different outcomes found when implants (or tissue engineered constructs) are used in a population.

[1]  G S Beaupré,et al.  Correlations between mechanical stress history and tissue differentiation in initial fracture healing , 1988, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[2]  P. J. Prendergast,et al.  Simulation of fracture healing incorporating mechanoregulation of tissue differentiation and dispersal/proliferation of cells , 2008, Biomechanics and modeling in mechanobiology.

[3]  Christopher R Jacobs,et al.  The role of mechanical signals in regulating chondrogenesis and osteogenesis of mesenchymal stem cells. , 2010, Birth defects research. Part C, Embryo today : reviews.

[4]  P. Aspenberg,et al.  Pressure‐induced periprosthetic osteolysis: A rat model , 2000, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[5]  E. Schipani,et al.  Molecular mechanisms of endochondral bone development. , 2005, Biochemical and biophysical research communications.

[6]  Liesbet Geris,et al.  Application of mechanoregulatory models to simulate peri-implant tissue formation in an in vivo bone chamber. , 2008, Journal of biomechanics.

[7]  Hanna Isaksson,et al.  Sensitivity of tissue differentiation and bone healing predictions to tissue properties. , 2009, Journal of biomechanics.

[8]  Rik Huiskes,et al.  Corroboration of mechanoregulatory algorithms for tissue differentiation during fracture healing: comparison with in vivo results , 2006, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[9]  E. Reina-Romo,et al.  Modeling distraction osteogenesis: analysis of the distraction rate , 2009, Biomechanics and modeling in mechanobiology.

[10]  Thomas Lufkin,et al.  Genetic Variation in Bone Growth Patterns Defines Adult Mouse Bone Fragility , 2005, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[11]  Jiang Yao,et al.  Determining the most important cellular characteristics for fracture healing using design of experiments methods. , 2008, Journal of theoretical biology.

[12]  R. Huiskes,et al.  Biophysical stimuli on cells during tissue differentiation at implant interfaces , 1997 .

[13]  U. Joos,et al.  Tissue differentiation and cytokine synthesis during strain-related bone formation in distraction osteogenesis. , 2001, The British journal of oral & maxillofacial surgery.

[14]  J Kenwright,et al.  The influence of induced micromovement upon the healing of experimental tibial fractures. , 1985, The Journal of bone and joint surgery. British volume.

[15]  P. Aspenberg,et al.  The fate of mechanically induced cartilage in an unloaded environment. , 2001, Journal of biomechanics.

[16]  M. Chiba,et al.  Compressive Force Induces Osteoblast Apoptosis via Caspase-8 , 2006, Journal of dental research.

[17]  S. Vukicevic,et al.  Reduced expression of BMP-3 due to mechanical loading: A link between mechanical stimuli and tissue differentiation , 2000, Acta orthopaedica Scandinavica.

[18]  F. Pauwels,et al.  [A new theory on the influence of mechanical stimuli on the differentiation of supporting tissue. The tenth contribution to the functional anatomy and causal morphology of the supporting structure]. , 1960, Zeitschrift fur Anatomie und Entwicklungsgeschichte.

[19]  R E Guldberg,et al.  Mechanical Stimulation of Tissue Repair in the Hydraulic Bone Chamber , 1997, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[20]  P. Prendergast,et al.  A mechano-regulation model for tissue differentiation during fracture healing: analysis of gap size and loading. , 2002, Journal of biomechanics.

[21]  P J Prendergast,et al.  Biophysical stimuli on cells during tissue differentiation at implant interfaces , 1997 .

[22]  Sara Checa,et al.  Effect of cell seeding and mechanical loading on vascularization and tissue formation inside a scaffold: a mechano-biological model using a lattice approach to simulate cell activity. , 2010, Journal of biomechanics.

[23]  Rik Huiskes,et al.  A mechano-regulatory bone-healing model incorporating cell-phenotype specific activity. , 2008, Journal of theoretical biology.

[24]  P. Aspenberg,et al.  Cartilage induction by controlled mechanical stimulation in vivo , 1999, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[25]  A. Robling,et al.  Mechanotransduction in bone: genetic effects on mechanosensitivity in mice. , 2002, Bone.

[26]  Josep A Planell,et al.  Simulation of tissue differentiation in a scaffold as a function of porosity, Young's modulus and dissolution rate: application of mechanobiological models in tissue engineering. , 2007, Biomaterials.

[27]  Sara Checa,et al.  Corroboration of mechanobiological simulations of tissue differentiation in an in vivo bone chamber using a lattice‐modeling approach , 2009, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[28]  P J Prendergast,et al.  Random-walk models of cell dispersal included in mechanobiological simulations of tissue differentiation. , 2007, Journal of biomechanics.

[29]  G. Balaburski,et al.  Determination of variations in gene expression during fracture healing , 2003, Acta orthopaedica Scandinavica.

[30]  M. Manigrasso,et al.  Comparison of Fracture Healing Among Different Inbred Mouse Strains , 2008, Calcified Tissue International.

[31]  D. Kelly,et al.  Mechano-regulation of mesenchymal stem cell differentiation and collagen organisation during skeletal tissue repair , 2010, Biomechanics and modeling in mechanobiology.

[32]  S. Mohan,et al.  Genetic variation in bone-regenerative capacity among inbred strains of mice. , 2001, Bone.

[33]  S M Perren,et al.  Physical and biological aspects of fracture healing with special reference to internal fixation. , 1979, Clinical orthopaedics and related research.

[34]  P J Prendergast,et al.  Mechano-regulation of stem cell differentiation and tissue regeneration in osteochondral defects. , 2005, Journal of biomechanics.

[35]  Elise F. Morgan,et al.  Assessment of a mechano-regulation theory of skeletal tissue differentiation in an in vivo model of mechanically induced cartilage formation , 2009, Biomechanics and modeling in mechanobiology.

[36]  Perren Sm,et al.  Physical and biological aspects of fracture healing with special reference to internal fixation. , 1979, Clinical orthopaedics and related research.

[37]  Patrick J. Prendergast,et al.  Identification of Mechanosensitive Genes during Embryonic Bone Formation , 2008, PLoS Comput. Biol..

[38]  T. Einhorn,et al.  Mechanical stimulation alters tissue differentiation and molecular expression during bone healing , 2009, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[39]  Friedrich Pauwels,et al.  A New Theory Concerning the Influence of Mechanical Stimuli on the Differentiation of the Supporting Tissues , 1980 .

[40]  C. Rubin,et al.  Genetic predisposition to low bone mass is paralleled by an enhanced sensitivity to signals anabolic to the skeleton , 2002, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[41]  S. Kakar,et al.  Genetic Variation in the Patterns of Skeletal Progenitor Cell Differentiation and Progression During Endochondral Bone Formation Affects the Rate of Fracture Healing , 2008, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[42]  H. Weinans,et al.  Mechanical Control of Human Osteoblast Apoptosis and Proliferation in Relation to Differentiation , 2003, Calcified Tissue International.

[43]  L. Claes,et al.  Magnitudes of local stress and strain along bony surfaces predict the course and type of fracture healing. , 1998, Journal of biomechanics.

[44]  Dennis R. Carter,et al.  Mechanobiology of Skeletal Regeneration , 1998, Clinical orthopaedics and related research.

[45]  F. Pauwels,et al.  Eine neue Theorie ber den Einflu mechanischer Reize auf die Differenzierung der Sttzgewebe: Zehnter Beitrag zur funktionellen Anatomie und kausalen Morphologie des Sttzapparates , 1960 .

[46]  Georg N Duda,et al.  On the influence of mechanical conditions in osteochondral defect healing. , 2005, Journal of biomechanics.

[47]  G. Niebur,et al.  Bone ingrowth into a porous coated implant predicted by a mechano-regulatory tissue differentiation algorithm , 2008, Biomechanics and modeling in mechanobiology.

[48]  F. Barry,et al.  Chondrogenic differentiation of mesenchymal stem cells from bone marrow: differentiation-dependent gene expression of matrix components. , 2001, Experimental cell research.