Optimization of An O2-Balanced Bioartificial Pancreas for Type 1 Diabetes Using Statistical Design of Experiment.

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Abstract

A bioArtificial pancreas (BAP) encapsulating high pancreatic islets concentration is a promising alternative for type 1 diabetes. However, the main limitation of this approach is O 2 supply, especially until graft neovascularization. Here, we described a methodology to design an optimal O 2 -balanced BAP using statistical design of experiment (DoE). A full factorial DoE was first performed to screen two O 2 -technologies on their ability to preserve pseudo-islet viability and function under hypoxia and normoxia. Then, response surface methodology was used to define the optimal O 2 -carrier and islet seeding concentrations to maximize the number of viable pseudo-islets in the BAP containing an O 2 -generator under hypoxia. Monitoring of viability, function and maturation of neonatal pig islets for 15 days in vitro demonstrated the efficiency of the optimal O 2 -balanced BAP. The findings should allow the design of a more realistic BAP for humans with high islets concentration by maintaining the O 2 balance in the device.

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europepmc
last seen: 2026-05-19T01:45:01.086888+00:00