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A computational algorithm for optimal design of a bioartificial organ scaffold architecture
Martina Bukač1, Sunčica Čanić2, Boris Muha3
1Department of Applied and Computational Mathematics and Statistics, University of Notre Dame, South Bend, Indiana, United States of America.
Plos Computational Biology
|November 11, 2024
Summary
We developed a computational method to design bioartificial organ scaffolds. A hexagonal channel design was found to be optimal for maintaining cell viability by ensuring sufficient oxygen supply throughout the scaffold.
Area of Science:
- Biomedical Engineering
- Computational Biology
- Materials Science
Background:
- Bioartificial organ scaffolds require efficient nutrient and oxygen delivery to transplanted cells.
- Maintaining cell viability necessitates preventing hypoxic conditions within the scaffold.
- Hydrogel scaffold architecture, particularly channel design, is critical for oxygen transport.
Purpose of the Study:
- To develop a computational algorithm for designing bioartificial organ scaffold architectures.
- To identify an optimal hydrogel channel geometry that ensures adequate oxygen levels for cell viability.
- To analyze plasma flow and oxygen concentration within various scaffold channel designs.
Main Methods:
- A diffuse interface computational algorithm was developed to solve a multi-physics problem.
- The model couples Stokes equations for plasma flow with Biot equations for poroelastic hydrogel behavior.
- An advection-reaction-diffusion model was used to determine oxygen concentration based on plasma velocity.
Main Results:
- The study identified a hexagonal network geometry as an optimal scaffold architecture.
- This hexagonal design sustains oxygen concentration above the critical hypoxic threshold throughout the scaffold.
- The diffuse interface approach effectively handled complex interface geometries in scaffold design.
Conclusions:
- The developed computational algorithm can guide the design of effective bioartificial organ scaffolds.
- Optimized scaffold architectures, like the hexagonal network, are crucial for long-term cell viability.
- Advancements in hydrogel fabrication enable the realization of computationally designed scaffold structures.

