Modeling the effect of insulin-like growth factor-1 on human cell growth

Math Biosci. 2015 Jan:259:43-54. doi: 10.1016/j.mbs.2014.11.002. Epub 2014 Nov 26.

Abstract

Insulin-like growth factor-1 (IGF-1) plays a key role in human growth and development. The interactions of IGF-1 with IGF-1 receptors and IGF-1 binding proteins (IGFBPs) regulate IGF-1 function. Recent research suggests that a metabolite of IGF-1, cyclo-glycyl-proline (cGP), has a role in regulating IGF-1 homeostasis. A component of this interaction is believed to be the competitive binding of IGF-1 and cGP to IGFBPs. In this paper we describe a mathematical model of the interaction between IGF-1 and cGP on human cell growth. The model can be used to understand the interaction between IGF-1, IGFBPs, cGP and IGF-1 receptors along with the kinetics of cell growth. An explicit model of the known interactions between IGF-1, cGP, IGFBPs, IGF-1 receptors explained a large portion of the variance in cell growth (R(2) = 0.83). An implicit model of the interactions between IGF-1, cGP, IGFBPs, IGF-1 receptors that included a hypothesized feedback of cGP on IGF-1 receptors explained nonlinear features of interaction between IGF-1 and cGP not described by the explicit model (R(2) = 0.84). The model also explained the effect of IGFBP antibody on the interaction between cGP and IGF-1 (R(2) = 0.78). This demonstrates that the competitive binding of IGF-1 and cGP to IGFBPs plays a large role in the interaction between IGF-1 and cGP, but that other factors potentially play a role in the interaction between cGP and IGF-1. These models can be used to predict the complex interaction between IGF-1 and cGP on human cell growth and form a basis for further research in this field.

Keywords: Dynamic modeling; Insulin-like growth factor 1; Model testing,; Simulation; Steady state analysis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cell Growth Processes*
  • Humans
  • Insulin-Like Growth Factor Binding Proteins / metabolism*
  • Insulin-Like Growth Factor I / metabolism*
  • Models, Biological*

Substances

  • Insulin-Like Growth Factor Binding Proteins
  • Insulin-Like Growth Factor I