Modeling of reaction-diffusion transport into a core-shell geometry.
Clarence C King1, Amelia Ann Brown1, Irmak Sargin1
1School of Mechanical and Materials Engineering, Washington State University, Pullman, WA 99164, USA.
Journal of Theoretical Biology
|October 14, 2018
Summary
This study models oxygen diffusion in pancreatic islet cells encapsulated for artificial pancreas development. Viability is maintained for islets ≤142 µm and shells ≤283 µm, crucial for diabetes treatment.
Area of Science:
- Biomedical Engineering
- Mathematical Modeling
- Cell Biology
Background:
- Pancreatic islet encapsulation is a promising strategy for type 1 diabetes treatment.
- Oxygen diffusion and consumption within encapsulated islets are critical for cell viability.
- Understanding these parameters is essential for designing functional artificial pancreas systems.
Purpose of the Study:
- To model Fickian diffusion of oxygen into a core-shell geometry mimicking encapsulated pancreatic islets.
- To investigate the impact of oxygen consumption kinetics (Michaelis-Menten) on cell viability.
- To determine critical size parameters for islet and shell dimensions to ensure cell survival.
Main Methods:
- Mathematical modeling of Fickian diffusion with Michaelis-Menten oxygen consumption.
- Transformation of the problem to dimensionless units for numerical solution.
- Development of a regression model to predict central oxygen concentration based on physical parameters.
Main Results:
- Identification of two distinct regimes: diffusion-limited and consumption-limited.
- Established critical size limits: islet radius ≤142 µm and shell radius ≤283 µm for cell viability.
- Demonstrated that 100 µm islets can survive in low oxygen environments (4.6×10⁻² mol/m⁻³).
Conclusions:
- Encapsulation strategies for artificial pancreas require careful consideration of islet and shell dimensions.
- The developed model provides a predictive tool for designing viable encapsulated islet systems.
- These findings support the potential of encapsulation for creating functional artificial pancreas to treat diabetes.
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