Environmental factors in breast cancer invasion: a mathematical modelling review

Pathology. 2017 Feb;49(2):172-180. doi: 10.1016/j.pathol.2016.11.004. Epub 2017 Jan 9.

Abstract

This review presents a brief overview of breast cancer, focussing on its heterogeneity and the role of mathematical modelling and simulation in teasing apart the underlying biophysical processes. Following a brief overview of the main known pathophysiological features of ductal carcinoma, attention is paid to differential equation-based models (both deterministic and stochastic), agent-based modelling, multi-scale modelling, lattice-based models and image-driven modelling. A number of vignettes are presented where these modelling approaches have elucidated novel aspects of breast cancer dynamics, and we conclude by offering some perspectives on the role mathematical modelling can play in understanding breast cancer development, invasion and treatment therapies.

Keywords: Breast cancer; ductal carcinoma in situ; mathematical modelling; mathematical oncology.

Publication types

  • Review

MeSH terms

  • Breast Neoplasms / diagnosis
  • Breast Neoplasms / pathology
  • Breast Neoplasms / therapy*
  • Cell Differentiation / physiology*
  • Cell Movement / physiology*
  • Cell Proliferation / physiology*
  • Female
  • Humans
  • Models, Theoretical*
  • Neoplasm Invasiveness*