Analysis of a bone remodeling model with myeloma disease arising in cellular dynamics

Int J Numer Method Biomed Eng. 2020 Jun;36(6):e3333. doi: 10.1002/cnm.3333. Epub 2020 Mar 24.

Abstract

In this work we study a bone remodeling model for the evolution of the myeloma disease. The biological problem is written as a coupled nonlinear system consisting of parabolic partial differential equations. They are written in terms of the concentrations of osteoblasts and osteoclasts, the density of the relative bone and the concentration of the tumor cells. Then, we deal with the numerical analysis of this variational problem, introducing a numerical approximation by using the finite element method and a hybrid combination of both implicit and explicit Euler schemes. We perform some a priori error estimates and show a few numerical simulations to demonstrate the accuracy of the approximation. Finally, we present the comparison with previous works and the behavior of the solution in two-dimensional examples.

Keywords: a priori estimates; bone remodeling; cellular dynamics; finite elements; numerical simulations.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Bone Remodeling / physiology*
  • Computer Simulation
  • Finite Element Analysis
  • Humans
  • Multiple Myeloma / metabolism*