Optimization of an O2-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment

使用统计实验设计优化用于 1 型糖尿病的 O2 平衡生物人工胰腺

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作者:Anne Mouré #, Sawsen Bekir #, Elodie Bacou, Quentin Pruvost, Karine Haurogné, Marie Allard, Laurence De Beaurepaire, Steffi Bosch, David Riochet, Olivier Gauthier, Gilles Blancho, Jean-Paul Soulillou, Denis Poncelet, Grégoire Mignot, Philippe Courcoux, Dominique Jegou, Jean-Marie Bach, Mathilde Moss

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 O2 supply, especially until graft neovascularization. Here, we described a methodology to design an optimal O2-balanced BAP using statistical design of experiment (DoE). A full factorial DoE was first performed to screen two O2-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 O2-carrier and islet seeding concentrations to maximize the number of viable pseudo-islets in the BAP containing an O2-generator under hypoxia. Monitoring of viability, function and maturation of neonatal pig islets for 15 days in vitro demonstrated the efficiency of the optimal O2-balanced BAP. The findings should allow the design of a more realistic BAP for humans with high islets concentration by maintaining the O2 balance in the device.

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