A comprehensive, multi-scale dynamical model of ErbB receptor signal transduction in human mammary epithelial cells

Tomáš Helikar1, Naomi Kochi, Bryan Kowal

  • 1Department of Mathematics, University of Nebraska at Omaha, Omaha, Nebraska, USA.

Plos One
|May 3, 2013
PubMed

Insights

The study developed a complex model of cell signaling, revealing that increased Src kinase activity promotes the internalization of the epidermal growth factor receptor (EGFR) in breast cancer cells, even without EGF presence.

Area of Science:

  • Cellular Biology
  • Molecular Oncology
  • Systems Biology

Background:

  • The non-receptor tyrosine kinase Src and epidermal growth factor receptor (EGFR) are key collaborators in cellular signaling pathways.
  • Dysregulation of Src and EGFR is implicated in the development and progression of human cancers, particularly breast cancer.
  • The precise role of Src in regulating EGFR function remains incompletely understood due to the complexity of their associated signaling networks.

Purpose of the Study:

  • To develop a comprehensive, multi-scale dynamical model of ErbB receptor signal transduction in human mammary epithelial cells.
  • To investigate the regulatory role of Src in EGFR signaling using computational modeling and experimental validation.
  • To elucidate the impact of Src overexpression on EGFR trafficking and cellular response.

Main Methods:

  • Construction of a detailed computational model comprising 245 nodes and over 1,000 biochemical interactions, manually curated from published literature.
  • Utilizing computer simulations to analyze the model's behavior and predict cellular phenomena.
  • Performing laboratory experiments to validate model-generated hypotheses regarding EGFR endocytosis upon Src overexpression under EGF-deprived conditions.

Main Results:

  • The developed model successfully reproduced several known cellular phenomena related to ErbB signaling.
  • Model simulations predicted that Src overexpression leads to increased EGFR endocytosis, particularly in the absence or low levels of epidermal growth factor (EGF).
  • Experimental validation confirmed increased EGFR internalization upon Src overexpression under EGF-deprived conditions, supporting the model's predictions.

Conclusions:

  • The comprehensive dynamical model provides a valuable tool for understanding ErbB receptor signal transduction.
  • Src kinase activity plays a significant role in regulating EGFR trafficking, promoting its internalization independently of EGF stimulation.
  • These findings offer new insights into the complex interplay between Src and EGFR in breast cancer pathogenesis and suggest potential therapeutic targets.