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Optimization of an O-balanced Bioartificial Pancreas for Type 1 Diabetes Using Statistical Design of Experiment

Abstract

A bioartificial pancreas (BAP) encapsulating high pancreatic islets concentration is a promising alternative for type 1 diabetes therapy. However, the main limitation of this approach is O supply, especially until graft neovascularization. Here, we described a methodology to design an optimal O-balanced BAP using statistical design of experiment (DoE). A full factorial DoE was first performed to screen two O-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-carrier and islet seeding concentrations to maximize the number of viable pseudo-islets in the BAP containing an O-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-balanced BAP. The findings should allow the design of a more realistic BAP for humans with high islets concentration by maintaining the O balance in the device.

Citing Articles

Viability and Functionality of Neonatal Porcine Islet-like Cell Clusters Bioprinted in Alginate-Based Bioinks.

Duin S, Bhandarkar S, Lehmann S, Kemter E, Wolf E, Gelinsky M Biomedicines. 2022; 10(6).

PMID: 35740440 PMC: 9220255. DOI: 10.3390/biomedicines10061420.

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