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Positive feedback and angiogenesis in tumor growth control
1Research Support and Information Services, Roche Bioscience, Palo Alto, CA 94303, USA. seth.michelson@roche.com
Bulletin of Mathematical Biology
|March 1, 1997
Summary
Solid tumors actively manipulate their environment by up-regulating angiogenic signals like basic fibroblast growth factor (bFGF) and vascular endothelial growth factor (VEGF) in response to hypoxia. This adaptive behavior is modeled to understand tumor growth dynamics.
Area of Science:
- Oncology
- Mathematical Biology
- Biophysics
Background:
- Solid tumors exhibit adaptive behaviors, including manipulating their microenvironment.
- Hypoxia within tumors triggers the upregulation of angiogenic factors such as basic fibroblast growth factor (bFGF) and vascular endothelial growth factor (VEGF).
- These factors are crucial for tumor growth and survival, suggesting a self-regulatory mechanism.
Purpose of the Study:
- To generalize a mathematical model of tumor growth.
- To incorporate a variable carrying capacity dependent on the tumor's proliferating compartment.
- To analyze the stability and steady-state conditions of this generalized model.
Main Methods:
- Development of a mathematical model representing tumor growth dynamics.
- Inclusion of a carrying capacity parameter influenced by the tumor's proliferating cell population.
- Analysis of system stability and steady-state conditions for various carrying capacity functions.
- Investigation of mathematical and biological properties of feedback mechanisms for stable tumor growth.
Main Results:
- The study generalizes previous models by introducing a carrying capacity that dynamically responds to tumor size.
- Analysis of stability criteria and steady-state conditions for different functional forms of carrying capacity.
- Identification of the necessary dynamics, including negative feedback, for achieving stable tumor growth.
Conclusions:
- Tumor growth is a complex adaptive process involving the manipulation of the host environment.
- Mathematical modeling provides insights into the feedback systems governing tumor proliferation.
- Understanding these dynamics is crucial for developing effective anti-cancer therapies.