An algorithm mimicking pancreas pulsatile behavior improves artificial pancreas performance

• Published in: International journal of artificial organs 2021-10, Vol.44 (10), p.756-764
• Main Authors: Cocha, Guillermo, Tedesco, Victor, D’Attellis, Carlos, Amorena, Carlos
• Format: Article
• Language: English
• Subjects: Algorithms; Blood; Blood Glucose; Blood Glucose Self-Monitoring; Blood levels; Control algorithms; Control systems design; Control theory; Controllers; Diabetes mellitus; Diabetes Mellitus, Type 1 - drug therapy; Feedback control; Feedback linearization; Glucose; Humans; Hypoglycemia; Hypoglycemic Agents; Insulin; Mimicry; Nonlinear systems; Oscillations; Pancreas; Pancreas, Artificial; Pattern making; Performance enhancement; Proportional integral derivative; Silica; Silicon dioxide
• ISSN: 0391-3988; 1724-6040
• DOI: 10.1177/03913988211027176

Background: Artificial pancreas design using subcutaneous insulin infusion without pre-meal feed-forward boluses often induces an over-response leading to hypoglycemia due to the increase of blood insulin concentration sustained in time. The objective of this work was to create an algorithm for controlling the function of insulin pumps in closed-loop systems to improve blood glucose management in type 1 diabetic patients by mimicking the pulsatile behaviour of the pancreas. Methods: A controller tuned in a pulsatile way promotes damped oscillations of blood insulin concentration injected through an insulin pump. We tested it in a simulated environment, using nine ‘in silica’ subjects. The control algorithm is founded on feedback linearization where through a change of variables, the nonlinear system turns into an equivalent linear system, suitable for implementing through a PID controller. We compared the results obtained ‘in silica’ with the volume injected by an insulin pump controlled by this algorithm. Results: The use of this algorithm resulted in a pulsatile control of postprandial blood glucose concentration, avoiding hypoglycaemic episodes. The results obtained ‘in silica’ were replicated in a real pump ‘in vitro’. Conclusions: With this proposed linear system, an appropriate control input can be designed. The controller works with a damped pulsatile pattern making the insulin infusion from the pump and blood insulin concentration pulsatile. This operational would improve the performance of an artificial pancreas.