A mathematical model for the effects of HER2 overexpression on cell proliferation in breast cancer

Bull Math Biol. 2008 Aug;70(6):1707-29. doi: 10.1007/s11538-008-9315-4. Epub 2008 Jul 22.

Abstract

We present a mathematical model to study the effects of HER2 over-expression on cell proliferation in breast cancer. The model illustrates the proliferative behavior of cells as a function of HER2 and EGFR receptors numbers, and the growth factor EGF. This mathematical model comprises kinetic equations describing the cell surface binding of EGF growth factor to EGFR and HER2 receptors, coupled to a model for the dependence of cell proliferation rate on growth factor receptors binding. The simulation results from this model predict: (1) a growth advantage associated with excess HER2 receptors; (2) that HER2-over-expression is an insufficient parameter to predict the proliferation response of cancer cells to epidermal growth factors; and (3) the EGFR receptor expression level in HER2-over-expressing cells plays a key role in mediating the proliferation response to receptor-ligand signaling. This mathematical model also elucidates the interaction and roles of other model parameters in determining cell proliferation rate of HER2-over-expressing cells.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Breast Neoplasms / genetics
  • Breast Neoplasms / metabolism
  • Breast Neoplasms / pathology*
  • Cell Line, Tumor
  • Cell Proliferation*
  • Computer Simulation
  • Epidermal Growth Factor / metabolism
  • ErbB Receptors / genetics
  • ErbB Receptors / metabolism
  • Female
  • Gene Expression Regulation, Neoplastic
  • Humans
  • Kinetics
  • Models, Biological*
  • Receptor, ErbB-2 / genetics*
  • Receptor, ErbB-2 / metabolism

Substances

  • Epidermal Growth Factor
  • ErbB Receptors
  • Receptor, ErbB-2