Feasibility of outpatient fully integrated closed-loop control: first studies of wearable artificial pancreas

Boris P Kovatchev, Eric Renard, Claudio Cobelli, Howard C Zisser, Patrick Keith-Hynes, Stacey M Anderson, Sue A Brown, Daniel R Chernavvsky, Marc D Breton, Anne Farret, Marie-Josée Pelletier, Jérôme Place, Daniela Bruttomesso, Simone Del Favero, Roberto Visentin, Alessio Filippi, Rachele Scotton, Angelo Avogaro, Francis J Doyle 3rd, Boris P Kovatchev, Eric Renard, Claudio Cobelli, Howard C Zisser, Patrick Keith-Hynes, Stacey M Anderson, Sue A Brown, Daniel R Chernavvsky, Marc D Breton, Anne Farret, Marie-Josée Pelletier, Jérôme Place, Daniela Bruttomesso, Simone Del Favero, Roberto Visentin, Alessio Filippi, Rachele Scotton, Angelo Avogaro, Francis J Doyle 3rd

Abstract

Objective: To evaluate the feasibility of a wearable artificial pancreas system, the Diabetes Assistant (DiAs), which uses a smart phone as a closed-loop control platform.

Research design and methods: Twenty patients with type 1 diabetes were enrolled at the Universities of Padova, Montpellier, and Virginia and at Sansum Diabetes Research Institute. Each trial continued for 42 h. The United States studies were conducted entirely in outpatient setting (e.g., hotel or guest house); studies in Italy and France were hybrid hospital-hotel admissions. A continuous glucose monitoring/pump system (Dexcom Seven Plus/Omnipod) was placed on the subject and was connected to DiAs. The patient operated the system via the DiAs user interface in open-loop mode (first 14 h of study), switching to closed-loop for the remaining 28 h. Study personnel monitored remotely via 3G or WiFi connection to DiAs and were available on site for assistance.

Results: The total duration of proper system communication functioning was 807.5 h (274 h in open-loop and 533.5 h in closed-loop), which represented 97.7% of the total possible time from admission to discharge. This exceeded the predetermined primary end point of 80% system functionality.

Conclusions: This study demonstrated that a contemporary smart phone is capable of running outpatient closed-loop control and introduced a prototype system (DiAs) for further investigation. Following this proof of concept, future steps should include equipping insulin pumps and sensors with wireless capabilities, as well as studies focusing on control efficacy and patient-oriented clinical outcomes.

Trial registration: ClinicalTrials.gov NCT01447979 NCT01447992 NCT01578980.

Figures

Figure 1
Figure 1
Protocol design in European (A) and United States (B) investigation centers.
Figure 2
Figure 2
A: Photos of the DiAs smart phone displaying CGM and insulin delivery traces (left) and the entire system worn by a study subject (right). B: Screenshot of the remote monitoring system operation during the trials at Sansum. Each of the five subjects participating simultaneously in these trials is represented by an icon on the computer screen. HYPER, hyperglycemia; HYPO, hypoglycemia.

References

    1. Pickup JC, Keen H, Parsons JA, Alberti KG. Continuous subcutaneous insulin infusion: an approach to achieving normoglycaemia. BMJ 1978;1:204–207
    1. Tamborlane WV, Sherwin RS, Genel M, Felig P. Reduction to normal of plasma glucose in juvenile diabetes by subcutaneous administration of insulin with a portable infusion pump. N Engl J Med 1979;300:573–578
    1. Mastrototaro JJ. The MiniMed continuous glucose monitoring system. Diabetes Technol Ther 2000;2(Suppl. 1):S13–S18
    1. Bode BW. Clinical utility of the continuous glucose monitoring system. Diabetes Technol Ther 2000;2(Suppl. 1):S35–S41
    1. Bellazzi R, Nucci G, Cobelli C. The subcutaneous route to insulin-dependent diabetes therapy: closed-loop and partially closed-loop control strategies for insulin delivery and measuring glucose concentration. IEEE Eng Med Biol 2001;20:54–64
    1. Hovorka R, Chassin LJ, Wilinska ME, et al. Closing the loop: the adicol experience. Diabetes Technol Ther 2004;6:307–318
    1. Steil GM, Rebrin K, Darwin C, Hariri F, Saad MF. Feasibility of automating insulin delivery for the treatment of type 1 diabetes. Diabetes 2006;55:3344–3350
    1. Weinzimer SA, Steil GM, Swan KL, Dziura J, Kurtz N, Tamborlane WV. Fully automated closed-loop insulin delivery versus semiautomated hybrid control in pediatric patients with type 1 diabetes using an artificial pancreas. Diabetes Care 2008;31:934–939
    1. Hovorka R, Allen JM, Elleri D, et al. Manual closed-loop insulin delivery in children and adolescents with type 1 diabetes: a phase 2 randomised crossover trial. Lancet 2010;375:743–751
    1. El-Khatib FH, Russell SJ, Nathan DM, Sutherlin RG, Damiano ER. A bihormonal closed-loop artificial pancreas for type 1 diabetes. Sci Transl Med 2010;2:27ra27.
    1. Kovatchev BP, Cobelli C, Renard E, et al. Multi-national study of subcutaneous model-predictive closed-loop control in type 1 diabetes: summary of the results. J Diabetes Sci Tech 2010;4:1374–1381
    1. Breton MD, Farret A, Bruttomesso D, et al. International Artificial Pancreas Study Group Fully integrated artificial pancreas in type 1 diabetes: modular closed-loop glucose control maintains near normoglycemia. Diabetes 2012;61:2230–2237
    1. Cobelli C, Renard E, Kovatchev BP. Artificial pancreas: past, present, future. Diabetes 2011;60:2672–2682
    1. Kovatchev BP, Patek SD, Dassau E, et al. Juvenile Diabetes Research Foundation Artificial Pancreas Consortium Control to range for diabetes: functionality and modular architecture. J Diabetes Sci Tech 2009;3:1058–1065
    1. Kovatchev BP, Breton MD, Man CD, Cobelli C. In silico preclinical trials: a proof of concept in closed-loop control of type 1 diabetes. J Diabetes Sci Tech 2009;3:44–55
    1. Cobelli C, Man CD, Sparacino G, Magni L, De Nicolao G, Kovatchev BP. Diabetes: Models, Signals, and Control. IEEE Rev Biomed Eng 2009;2:54–96
    1. O’Grady MJ, Retterath AJ, Keenan DB, et al. The use of an automated, portable glucose control system for overnight glucose control in adolescents and young adults with type 1 diabetes. Diabetes Care 2012;35:2182–2187
    1. Cobelli C, Renard E, Kovatchev BP, et al. Pilot studies of wearable outpatient artificial pancreas in type 1 diabetes. Diabetes Care 2012;35:e65–e67
    1. Hughes CS, Patek SD, Breton MD, Kovatchev BP. Hypoglycemia prevention via pump attenuation and red-yellow-green “traffic” lights using continuous glucose monitoring and insulin pump data. J Diabetes Sci Tech 2010;4:1146–1155
    1. Patek SD, Magni L, Dassau E, Karvetski CH, Toffanin C, DeNicolao G. DelFaverok S, Breton M, Dalla Man C, Renard E, Zisser H, Doyle FJ III, Cobelli C, Kovatchev BP. Modular closed-loop control of diabetes. Trans Biomed Engineer 2012;29:2986–3000
    1. Beck RW, Calhoun P, Kollman C. Challenges for outpatient closed loop studies: how to assess efficacy. Diabetes Technol Ther 2013;15:1–3
    1. Hughes-Karvetski C, Guerlain S, Keith-Hynes P, McElwee M, Kovatchev B. Formative evaluation of the artificial pancreas user interface. 12th Annual Diabetes Technology Meeting. 8–10 November 2012. A-63

Source: PubMed

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