Safety of User-Initiated Intensification of Insulin Delivery Using Cambridge Hybrid Closed-Loop Algorithm

J Diabetes Sci Technol. 2024 Jul;18(4):882-888. doi: 10.1177/19322968221141924. Epub 2022 Dec 8.

Abstract

Objective: Many hybrid closed-loop (HCL) systems struggle to manage unusually high glucose levels as experienced with intercurrent illness or pre-menstrually. Manual correction boluses may be needed, increasing hypoglycemia risk with overcorrection. The Cambridge HCL system includes a user-initiated algorithm intensification mode ("Boost"), activation of which increases automated insulin delivery by approximately 35%, while remaining glucose-responsive. In this analysis, we assessed the safety of "Boost" mode.

Methods: We retrospectively analyzed data from closed-loop studies involving young children (1-7 years, n = 24), children and adolescents (10-17 years, n = 19), adults (≥24 years, n = 13), and older adults (≥60 years, n = 20) with type 1 diabetes. Outcomes were calculated per participant for days with ≥30 minutes of "Boost" use versus days with no "Boost" use. Participants with <10 "Boost" days were excluded. The main outcome was time spent in hypoglycemia <70 and <54 mg/dL.

Results: Eight weeks of data for 76 participants were analyzed. There was no difference in time spent <70 and <54 mg/dL between "Boost" days and "non-Boost" days; mean difference: -0.10% (95% confidence interval [CI] -0.28 to 0.07; P = .249) time <70 mg/dL, and 0.03 (-0.04 to 0.09; P = .416) time < 54 mg/dL. Time in significant hyperglycemia >300 mg/dL was 1.39 percentage points (1.01 to 1.77; P < .001) higher on "Boost" days, with higher mean glucose and lower time in target range (P < .001).

Conclusions: Use of an algorithm intensification mode in HCL therapy is safe across all age groups with type 1 diabetes. The higher time in hyperglycemia observed on "Boost" days suggests that users are more likely to use algorithm intensification on days with extreme hyperglycemic excursions.

Keywords: artificial pancreas; automated insulin delivery; closed-loop; hypoglycemia; personalized medicine; type 1 diabetes.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Algorithms*
  • Blood Glucose* / analysis
  • Blood Glucose* / drug effects
  • Child
  • Child, Preschool
  • Diabetes Mellitus, Type 1* / blood
  • Diabetes Mellitus, Type 1* / drug therapy
  • Female
  • Humans
  • Hypoglycemia* / chemically induced
  • Hypoglycemia* / epidemiology
  • Hypoglycemic Agents* / administration & dosage
  • Hypoglycemic Agents* / adverse effects
  • Infant
  • Insulin Infusion Systems* / adverse effects
  • Insulin* / administration & dosage
  • Insulin* / adverse effects
  • Male
  • Middle Aged
  • Retrospective Studies
  • Young Adult

Substances

  • Insulin
  • Hypoglycemic Agents
  • Blood Glucose