MMP-TIMP interactions in cancer invasion: An evolutionary game-theoretical framework
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Published on: January 4, 2015
Javad Salimi Sartakhti1, Mohammad Hossein Manshaei1, Mehdi Sadeghi2
1Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan 84156-83111, Iran.
Abstract:
One of the main steps in solid cancers to invade surrounding tissues is degradation of tissue barriers in the extracellular matrix. This operation that leads to initiate, angiogenesis and metastasis to other organs, is essentially consequence of collapsing dynamic balance between matrix metalloproteinases (MMP) and tissue inhibitors of metalloproteinases (TIMP). In this work, we model the MMP-TIMP interaction in both normal tissue and invasive cancer using evolutionary game theory. Our model explains how invasive cancer cells get the upper hand in MMP-TIMP imbalance scenarios. We investigate dynamics of them over time and discuss stable and nonstable states in the population. Numerical simulations presented here provide the identification of key genotypic features in the tumor invasion and a natural description for phenotypic variability. The simulation results are consistent with the experimental results in vitro observations presented in medical literature. Finally, by the provided results the necessary conditions to inhibit cancer invasion or prolong its course are explained. In this way, two therapeutic approaches with respect to how they could meet the required conditions are considered.
Insights
Cancer invasion involves extracellular matrix degradation due to an imbalance between matrix metalloproteinases (MMP) and tissue inhibitors of metalloproteinases (TIMP). This study models MMP-TIMP dynamics to identify key features of tumor invasion and therapeutic strategies.
Area of Science:
- Biophysics
- Cancer Biology
- Evolutionary Game Theory
Background:
- Solid cancer invasion relies on extracellular matrix degradation, disrupting the balance between matrix metalloproteinases (MMP) and tissue inhibitors of metalloproteinases (TIMP).
- This imbalance is crucial for tumor initiation, angiogenesis, and metastasis.
Purpose of the Study:
- To model the MMP-TIMP interaction in normal and invasive cancer tissues using evolutionary game theory.
- To explain how invasive cancer cells achieve MMP-TIMP imbalance and identify key genotypic and phenotypic features of tumor invasion.
Main Methods:
- Utilizing evolutionary game theory to model the dynamic balance between MMP and TIMP.
- Conducting numerical simulations to analyze population dynamics, stable/non-stable states, and genotypic features.
- Comparing simulation results with in vitro experimental data.
Main Results:
- The model explains how invasive cancer cells exploit MMP-TIMP imbalances.
- Numerical simulations identified key genotypic features driving tumor invasion and phenotypic variability.
- Simulation outcomes align with existing in vitro experimental findings.
Conclusions:
- The study elucidates the mechanisms behind MMP-TIMP imbalance in cancer invasion.
- Identified key factors for inhibiting cancer spread or prolonging disease course.
- Proposed two therapeutic approaches targeting the identified conditions for cancer invasion inhibition.
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