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Intraperitoneal Insulin Delivery: Evidence of a Physiological Route for Artificial Pancreas From Compartmental Modeling
- Source :
- J Diabetes Sci Technol
- Publication Year :
- 2022
- Publisher :
- Zenodo, 2022.
-
Abstract
- Background Intraperitoneal insulin delivery has proven to safely overcome a major limit of subcutaneous delivery—meal announcement—and has been able to optimize glycemic control in adults under controlled experimental conditions. In addition, intraperitoneal delivery avoids peripheral hyperinsulinemia resulting from the subcutaneous route and restores a physiological liver gradient. Methods Relying on a unique data set of intraperitoneal closed-loop insulin delivery obtained with a Model Predictive Controller (MPC), we develop a compartmental model of intraperitoneal insulin kinetics, which, once included in the UVa/Padova T1D simulator, will facilitate the investigation of various control strategies, for example, the simpler Proportional Integral Derivative controller versus MPC. Results Intraperitoneal insulin kinetics can be described with a 2-compartment model including liver and plasma. Conclusion Intraperitoneal insulin transit is fast enough to render irrelevant the addition of a peritoneal compartment, proving the peritoneum being a virtual—not actual—transit space for insulin delivery.
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- J Diabetes Sci Technol
- Accession number :
- edsair.doi.dedup.....c77111902bd93c2da799e8face73731c