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Autocrine ligand binding to cell receptors. Mathematical analysis of competition by solution "decoys"
K E Forsten1, D A Lauffenburger
1Department of Chemical Engineering, University of Illinois, Urbana-Champaign 61801.
Abstract:
Autocrine ligands have been demonstrated to regulate cell proliferation, cell adhesion, and cell migration in a number of different systems and are believed to be one of the underlying causes of malignant cell transformation. Binding of these ligands to their cellular receptors can be compromised by diffusive transport of ligand away from the secreting cell. Exogenous addition of antibodies or solution receptors capable of competing with cellular receptors for these autocrine ligands has been proposed as a means of inhibiting autocrine-stimulated cell behavioral responses. Such "decoys" complicate cellular binding by offering alternative binding targets, which may also be capable of aiding or abating transport of the ligand away from the cell surface. We present a mathematical model incorporating autocrine ligand production and the presence of competing cellular and solution receptors. We elucidate effects of key system parameters including ligand diffusion rate, binding rate constants, cell density, and secretion rate on the ability of solution receptors to inhibit cellular receptor binding. Both plated and suspension cell systems are considered. An approximate analytical expression relating the key parameters to the critical concentration of solution "decoys" required for inhibition is derived and compared to the numerical calculations. We find that in order to achieve essentially complete inhibition of surface receptor binding, the concentration of decoys may need to be as much as four to eight orders of magnitude greater than the equilibrium disociation constant for ligand binding to surface receptors.
Insights
To inhibit cell signaling, high concentrations of decoy molecules are needed to outcompete cell receptors for autocrine ligands. This mathematical model explores ligand diffusion and binding dynamics.
Area of Science:
- Cell Biology
- Biophysics
- Mathematical Modeling
Background:
- Autocrine ligands regulate crucial cell behaviors like proliferation and migration.
- Dysregulation of autocrine signaling contributes to malignant cell transformation.
- Ligand diffusion and competition with cellular receptors impact signaling efficacy.
Purpose of the Study:
- To develop a mathematical model of autocrine ligand-receptor interactions.
- To investigate the efficacy of exogenous
Main Methods:
- Mathematical modeling of autocrine ligand production and receptor binding.
- Analysis of competing cellular and solution receptors.
- Numerical and analytical calculations to determine parameter effects.
Main Results:
- Key parameters influencing decoy efficacy include ligand diffusion, binding rates, cell density, and secretion rate.
- Solution receptors can inhibit cellular receptor binding.
- High decoy concentrations (4-8 orders of magnitude above Kd) are often required for complete inhibition.
Conclusions:
- Mathematical modeling provides insights into autocrine signaling inhibition.
- Exogenous decoys can modulate autocrine ligand-receptor dynamics.
- Effective inhibition requires careful consideration of system parameters and decoy concentration.