A mathematical model for selective differentiation of neural progenitor cells on micropatterned polymer substrates

Math Biosci. 2012 Aug;238(2):65-79. doi: 10.1016/j.mbs.2012.04.001. Epub 2012 Apr 30.

Abstract

The biological hypothesis that the astrocyte-secreted cytokine, interleukin-6 (IL6), stimulates differentiation of adult rat hippocampal progenitor cells (AHPCs) is considered from a mathematical perspective. The proposed mathematical model includes two different mechanisms for stimulation and is based on mass-action kinetics. Both biological mechanisms involve sequential binding, with one pathway solely utilizing surface receptors while the other pathway also involves soluble receptors. Choosing biologically-reasonable values for parameters, simulations of the mathematical model show good agreement with experimental results. A global sensitivity analysis is also conducted to determine both the most influential and non-influential parameters on cellular differentiation, providing additional insights into the biological mechanisms.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Cell Differentiation / physiology
  • Computer Simulation
  • Hippocampus / cytology*
  • Interleukin-6 / physiology
  • Kinetics
  • Models, Neurological*
  • Neural Stem Cells / cytology*
  • Neurons / cytology*
  • Rats
  • Receptors, Interleukin-6 / physiology

Substances

  • Interleukin-6
  • Receptors, Interleukin-6