An agent-based model for elasto-plastic mechanical interactions between cells, basement membrane and extracellular matrix.

The basement membrane (BM) and extracellular matrix (ECM) play critical roles in developmental and cancer biology, and are of great interest in biomathematics. We introduce a model of mechanical cell-BM-ECM interactions that extends current (visco)elastic models (e.g. [8,16]), and connects to recent agent-based cell models (e.g. [2,3,20,26]). We model the BM as a linked series of Hookean springs, each with time-varying length, thickness, and spring constant. Each BM spring node exchanges adhesive and repulsive forces with the cell agents using potential functions. We model elastic BM-ECM interactions with analogous ECM springs. We introduce a new model of plastic BM and ECM reorganization in response to prolonged strains, and new constitutive relations that incorporate molecular-scale effects of plasticity into the spring constants. We find that varying the balance of BM and ECM elasticity alters the node spacing along cell boundaries, yielding a nonuniform BM thickness. Uneven node spacing generates stresses that are relieved by plasticity over long times. We find that elasto-viscoplastic cell shape response is critical to relieving uneven stresses in the BM. Our modeling advances and results highlight the importance of rigorously modeling of cell-BM-ECM interactions in clinically important conditions with significant membrane deformations and time-varying membrane properties, such as aneurysms and progression from in situ to invasive carcinoma.

[1]  Hans G Othmer,et al.  How cellular movement determines the collective force generated by the Dictyostelium discoideum slug. , 2004, Journal of theoretical biology.

[2]  Vittorio Cristini,et al.  Patient-calibrated agent-based modelling of ductal carcinoma in situ (DCIS): from microscopic measurements to macroscopic predictions of clinical progression. , 2012, Journal of theoretical biology.

[3]  D. Roose,et al.  Multi-scale simulation of plant tissue deformation using a model for individual cell mechanics , 2009, Physical biology.

[4]  Paul Macklin Multiscale Modeling of Cancer: Biological background , 2010 .

[5]  H M Byrne,et al.  Mathematical modelling of comedo ductal carcinoma in situ of the breast. , 2003, Mathematical medicine and biology : a journal of the IMA.

[6]  Glazier,et al.  Simulation of biological cell sorting using a two-dimensional extended Potts model. , 1992, Physical review letters.

[7]  A. Anderson,et al.  Front Instabilities and Invasiveness of Simulated Avascular Tumors , 2009, Bulletin of mathematical biology.

[8]  L. Trümper,et al.  Enhanced invasiveness of breast cancer cell lines upon co-cultivation with macrophages is due to TNF-alpha dependent up-regulation of matrix metalloproteases. , 2004, Carcinogenesis.

[9]  Vittorio Cristini,et al.  Agent-Based Modeling of Ductal Carcinoma In Situ: Application to Patient-Specific Breast Cancer Modeling , 2009 .

[10]  M. Aumailley Structure and Function of Basement Membrane Components: Laminin, Nidogen, Collagen IV, and BM-40 , 1993 .

[11]  Gyan Bhanot,et al.  A 2D mechanistic model of breast ductal carcinoma in situ (DCIS) morphology and progression. , 2010, Journal of theoretical biology.

[12]  H M Byrne,et al.  Biological inferences from a mathematical model of comedo ductal carcinoma in situ of the breast. , 2005, Journal of theoretical biology.

[13]  Glazier,et al.  Simulation of the differential adhesion driven rearrangement of biological cells. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[14]  Luigi Preziosi,et al.  Review: Rheological properties of biological materials , 2009 .

[15]  B Ribba,et al.  A multiscale mathematical model of avascular tumor growth to investigate the therapeutic benefit of anti-invasive agents. , 2006, Journal of theoretical biology.

[16]  Hans Clevers,et al.  On the biomechanics of stem cell niche formation in the gut – modelling growing organoids , 2012, The FEBS journal.

[17]  Paul Macklin,et al.  Discrete cell modeling , 2010 .

[18]  Luigi Preziosi,et al.  Multiscale Developments of the Cellular Potts Model , 2012, Multiscale Model. Simul..

[19]  T. Newman,et al.  Emergent cell and tissue dynamics from subcellular modeling of active biomechanical processes , 2011, Physical biology.

[20]  T. Newman,et al.  Modeling cell rheology with the Subcellular Element Model , 2008, Physical biology.

[21]  L. Preziosi,et al.  A Cellular Potts Model simulating cell migration on and in matrix environments. , 2012, Mathematical biosciences and engineering : MBE.

[22]  Sara-Jane Dunn,et al.  Modelling the role of the basement membrane beneath a growing epithelial monolayer. , 2012, Journal of theoretical biology.

[23]  J. Glazier,et al.  Front Instabilities and Invasiveness of Simulated 3D Avascular Tumors , 2009, PloS one.

[24]  L. Blavier,et al.  Modifying the soil to affect the seed: role of stromal-derived matrix metalloproteinases in cancer progression , 2006, Cancer and Metastasis Reviews.

[25]  L Preziosi,et al.  An elasto-visco-plastic model of cell aggregates. , 2010, Journal of theoretical biology.

[26]  Shannon M. Mumenthaler,et al.  Modeling Multiscale Necrotic and Calcified Tissue Biomechanics in Cancer Patients: Application to Ductal Carcinoma In Situ (DCIS) , 2013 .

[27]  Tuan D. Pham Computational biology : issues and applications in oncology , 2009 .

[28]  R. Liddington Mapping out the basement membrane , 2001, Nature Structural Biology.

[29]  Alexander R. A. Anderson,et al.  Mathematical modelling of cancer cell invasion of tissue , 2008, Math. Comput. Model..

[30]  Hans Clevers,et al.  A Comprehensive Model of the Spatio-Temporal Stem Cell and Tissue Organisation in the Intestinal Crypt , 2011, PLoS Comput. Biol..

[31]  J. Guillem,et al.  Loss of basement membrane type IV collagen is associated with increased expression of metalloproteinases 2 and 9 (MMP-2 and MMP-9) during human colorectal tumorigenesis. , 1999, Carcinogenesis.

[32]  Hans G Othmer,et al.  The role of the microenvironment in tumor growth and invasion. , 2011, Progress in biophysics and molecular biology.

[33]  D. Hanahan,et al.  MMP-9 Supplied by Bone Marrow–Derived Cells Contributes to Skin Carcinogenesis , 2000, Cell.

[34]  L. Coussens,et al.  Matrix metalloproteinases and the development of cancer. , 1996, Chemistry & biology.