Optimization of an in vitro chemotherapy to avoid resistant tumours

J Theor Biol. 2017 Jan 21:413:24-33. doi: 10.1016/j.jtbi.2016.11.009. Epub 2016 Nov 15.

Abstract

Chemotherapy use against solid tumours often results in the resistance of the cancer cells to the molecule used. In this paper, we will set up and analyse an ODE model for heterogeneous in vitro tumours, consisting of cells that are sensitive or resistant to a certain drug. We will then use this model to develop different protocols, that aim at reducing the tumour volume while preserving its heterogeneity. These drug administration schedules are determined through analysis of the system dynamics, and optimal control theory.

Keywords: Chemotherapy; Mathematical model; Metronomics; Optimal control.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • A549 Cells
  • Antineoplastic Agents / pharmacology
  • Antineoplastic Agents / therapeutic use*
  • Cell Count
  • Computer Simulation
  • Drug Resistance, Neoplasm / drug effects*
  • Humans
  • Neoplasms / drug therapy*
  • Numerical Analysis, Computer-Assisted
  • Time Factors

Substances

  • Antineoplastic Agents