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Optimization of an O-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment. | LitMetric

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.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933496PMC
http://dx.doi.org/10.1038/s41598-022-07887-wDOI Listing

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