A coupled model of neovessel growth and matrix mechanics describes and predicts angiogenesis in vitro

During angiogenesis, sprouting microvessels interact with the extracellular matrix (ECM) by degrading and reorganizing the matrix, applying traction forces, and producing deformation. Morphometric features of the resulting microvascular network are affected by the interaction between the matrix and angiogenic microvessels. The objective of this study was to develop a continuous–discrete modeling approach to simulate mechanical interactions between growing neovessels and the deformation of the matrix in vitro. This was accomplished by coupling an existing angiogenesis growth model which uses properties of the ECM to regulate angiogenic growth with the nonlinear finite element software FEBio (www.febio.org). FEBio solves for the deformation and remodeling of the matrix caused by active stress generated by neovessel sprouts, and this deformation was used to update the ECM into the current configuration. After mesh resolution and parameter sensitivity studies, the model was used to accurately predict vascular alignment for various matrix boundary conditions. Alignment primarily arises passively as microvessels convect with the deformation of the matrix, but active alignment along collagen fibrils plays a role as well. Predictions of alignment were most sensitive to the range over which active stresses were applied and the viscoelastic time constant in the material model. The computational framework provides a flexible platform for interpreting in vitro investigations of vessel–matrix interactions, predicting new experiments, and simulating conditions that are outside current experimental capabilities.

[1]  D. Ingber Mechanical signaling and the cellular response to extracellular matrix in angiogenesis and cardiovascular physiology. , 2002, Circulation research.

[2]  Gerard A Ateshian,et al.  Multiphasic finite element framework for modeling hydrated mixtures with multiple neutral and charged solutes. , 2013, Journal of biomechanical engineering.

[3]  David J. Mooney,et al.  Promoting Angiogenesis in Engineered Tissues , 2001, Journal of drug targeting.

[4]  R T Tranquillo,et al.  The fibroblast-populated collagen microsphere assay of cell traction force--Part 2: Measurement of the cell traction parameter. , 1995, Journal of biomechanical engineering.

[5]  J D Humphrey,et al.  Continuum mixture models of biological growth and remodeling: past successes and future opportunities. , 2012, Annual review of biomedical engineering.

[6]  R. Jaffe,et al.  Importance of angiogenesis in reproductive physiology. , 2000, Seminars in perinatology.

[7]  Andrés J. García,et al.  Engineering more than a cell: vascularization strategies in tissue engineering. , 2010, Current opinion in biotechnology.

[8]  P. Carmeliet,et al.  Molecular mechanisms of blood vessel growth. , 2001, Cardiovascular research.

[9]  Benjamin J. Ellis,et al.  FEBio: finite elements for biomechanics. , 2012, Journal of biomechanical engineering.

[10]  Shayn M Peirce,et al.  Computational and Mathematical Modeling of Angiogenesis , 2008, Microcirculation.

[11]  Clayton J. Underwood,et al.  Extracellular Matrix Density Regulates the Rate of Neovessel Growth and Branching in Sprouting Angiogenesis , 2014, PloS one.

[12]  Napoleone Ferrara,et al.  Developmental and pathological angiogenesis. , 2011, Annual review of cell and developmental biology.

[13]  S. Egginton,et al.  Capillary growth in relation to blood flow and performance in overloaded rat skeletal muscle. , 1998, Journal of applied physiology.

[14]  Laxminarayanan Krishnan,et al.  Design and application of a test system for viscoelastic characterization of collagen gels. , 2004, Tissue engineering.

[15]  Gerard A Ateshian,et al.  Modeling the matrix of articular cartilage using a continuous fiber angular distribution predicts many observed phenomena. , 2009, Journal of biomechanical engineering.

[16]  A.A. Qutub,et al.  Multiscale models of angiogenesis , 2009, IEEE Engineering in Medicine and Biology Magazine.

[17]  E Kuhl,et al.  Computational modeling of growth: systemic and pulmonary hypertension in the heart , 2011, Biomechanics and modeling in mechanobiology.

[18]  Helen Song,et al.  Interaction of angiogenic microvessels with the extracellular matrix. , 2007, American journal of physiology. Heart and circulatory physiology.

[19]  R. M. Bowen Part I – Theory of Mixtures , 1976 .

[20]  Peter Carmeliet,et al.  Manipulating angiogenesis in medicine , 2004, Journal of internal medicine.

[21]  Klod Kokini,et al.  Fibril microstructure affects strain transmission within collagen extracellular matrices. , 2009, Journal of biomechanical engineering.

[22]  J. Hoying,et al.  Angiogenic Potential of Microvessel Fragments is Independent of the Tissue of Origin and can be Influenced by the Cellular Composition of the Implants , 2010, Microcirculation.

[23]  Scott J. Richter,et al.  A Method for Determining Equivalence in Industrial Applications , 2002 .

[24]  Y. Fridman,et al.  Effect of mechanical boundary conditions on the dynamic and static properties of a strongly anisotropic ferromagnet , 2013 .

[25]  V. V. van Hinsbergh,et al.  Involvement of RhoA/Rho Kinase Signaling in VEGF-Induced Endothelial Cell Migration and Angiogenesis In Vitro , 2003, Arteriosclerosis, thrombosis, and vascular biology.

[26]  J. Weiss,et al.  Computational modeling of chemical reactions and interstitial growth and remodeling involving charged solutes and solid-bound molecules , 2014, Biomechanics and modeling in mechanobiology.

[27]  R T Tranquillo,et al.  An anisotropic biphasic theory of tissue-equivalent mechanics: the interplay among cell traction, fibrillar network deformation, fibril alignment, and cell contact guidance. , 1997, Journal of biomechanical engineering.

[28]  Esther Novosel,et al.  Vascularization is the key challenge in tissue engineering. , 2011, Advanced drug delivery reviews.

[29]  James B. Hoying,et al.  Angiogenic potential of microvessel fragments established in three-dimensional collagen gels , 1996, In Vitro Cellular & Developmental Biology - Animal.

[30]  Benjamin J Ellis,et al.  Effect of mechanical boundary conditions on orientation of angiogenic microvessels. , 2008, Cardiovascular research.

[31]  L. Ellis,et al.  Overview of anti-VEGF therapy and angiogenesis. Part 1: Angiogenesis inhibition in solid tumor malignancies. , 2006, Clinical advances in hematology & oncology : H&O.

[32]  Shayn M Peirce,et al.  Microvascular Remodeling: A Complex Continuum Spanning Angiogenesis to Arteriogenesis , 2003, Microcirculation.

[33]  J. Folkman,et al.  Angiogenesis and angiogenesis inhibition: an overview. , 1997, EXS.

[34]  Jeffrey A Weiss,et al.  A computational model of in vitro angiogenesis based on extracellular matrix fibre orientation , 2013, Computer methods in biomechanics and biomedical engineering.

[35]  Laxminarayanan Krishnan,et al.  Integrative Physiology/Experimental Medicine Determinants of Microvascular Network Topologies in Implanted Neovasculatures , 2011 .

[36]  G H Sato,et al.  Growth of a rat neuroblastoma cell line in serum-free supplemented medium. , 1979, Proceedings of the National Academy of Sciences of the United States of America.

[37]  Christopher S. Chen,et al.  Measurement and analysis of traction force dynamics in response to vasoactive agonists. , 2011, Integrative biology : quantitative biosciences from nano to macro.

[38]  Urs Utzinger,et al.  Live imaging of collagen remodeling during angiogenesis. , 2007, American journal of physiology. Heart and circulatory physiology.

[39]  Roeland M. H. Merks,et al.  Mechanical Cell-Matrix Feedback Explains Pairwise and Collective Endothelial Cell Behavior In Vitro , 2013, PLoS Comput. Biol..

[40]  James B Hoying,et al.  The role of mechanical stresses in angiogenesis. , 2005, Critical reviews in biomedical engineering.

[41]  A. Pries,et al.  Control of blood vessel structure: insights from theoretical models. , 2005, American journal of physiology. Heart and circulatory physiology.

[42]  James B Hoying,et al.  Cell-generated traction forces and the resulting matrix deformation modulate microvascular alignment and growth during angiogenesis. , 2014, American journal of physiology. Heart and circulatory physiology.

[43]  E. Sage,et al.  A novel, quantitative model for study of endothelial cell migration and sprout formation within three-dimensional collagen matrices. , 1999, Microvascular research.

[44]  B. Annex,et al.  Therapeutic angiogenesis for critical limb ischaemia , 2013, Nature Reviews Cardiology.

[45]  A. Concha Theory of Mixtures , 2014 .