Related Experiment Video
Updated: May 11, 2026

A Hormone-responsive 3D Culture Model of the Human Mammary Gland Epithelium
Published on: February 7, 2016
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.
Abstract:
The non-receptor tyrosine kinase Src and receptor tyrosine kinase epidermal growth factor receptor (EGFR/ErbB1) have been established as collaborators in cellular signaling and their combined dysregulation plays key roles in human cancers, including breast cancer. In part due to the complexity of the biochemical network associated with the regulation of these proteins as well as their cellular functions, the role of Src in EGFR regulation remains unclear. Herein we present a new comprehensive, multi-scale dynamical model of ErbB receptor signal transduction in human mammary epithelial cells. This model, constructed manually from published biochemical literature, consists of 245 nodes representing proteins and their post-translational modifications sites, and over 1,000 biochemical interactions. Using computer simulations of the model, we find it is able to reproduce a number of cellular phenomena. Furthermore, the model predicts that overexpression of Src results in increased endocytosis of EGFR in the absence/low amount of the epidermal growth factor (EGF). Our subsequent laboratory experiments also suggest increased internalization of EGFR upon Src overexpression under EGF-deprived conditions, further supporting this model-generated hypothesis.
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.
More Related Videos
Related Concept Videos
Mitogens and the Cell Cycle
Autocrine Signaling
Autocrine Signaling in Macrophages
Under normal physiological conditions, autocrine signaling is essential for maintaining homeostasis. This process is well characterized in...

