Impact of Missed and Late Meal Boluses on Glycemic Outcomes in Automated Insulin Delivery-Treated Children and Adolescents with Type 1 Diabetes: A Two-Center, Population-Based Cohort Study

Diabetes Technol Ther. 2024 Dec;26(12):897-907. doi: 10.1089/dia.2024.0022. Epub 2024 Jun 24.

Abstract

Objective: To evaluate the impact of missed or late meal boluses (MLBs) on glycemic outcomes in children and adolescents with type 1 diabetes using automated insulin delivery (AID) systems. Research Design and Methods: AID-treated (Tandem Control-IQ or Medtronic MiniMed 780G) children and adolescents (aged 6-21 years) from Stanford Medical Center and Steno Diabetes Center Copenhagen with ≥10 days of data were included in this two-center, binational, population-based, retrospective, 1-month cohort study. The primary outcome was the association between the number of algorithm-detected MLBs and time in target glucose range (TIR; 70-180 mg/dL). Results: The study included 189 children and adolescents (48% females with a mean ± standard deviation age of 13 ± 4 years). Overall, the mean number of MLBs per day in the cohort was 2.2 ± 0.9. For each additional MLB per day, TIR decreased by 9.7% points (95% confidence interval [CI] 11.3; 8.1), and compared with the quartile with fewest MLBs (Q1), the quartile with most (Q4) had 22.9% less TIR (95% CI: 27.2; 18.6). The age-, sex-, and treatment modality-adjusted probability of achieving a TIR of >70% in Q4 was 1.4% compared with 74.8% in Q1 (P < 0.001). Conclusions: MLBs significantly impacted glycemic outcomes in AID-treated children and adolescents. The results emphasize the importance of maintaining a focus on bolus behavior to achieve a higher TIR and support the need for further research in technological or behavioral support tools to handle MLBs.

Keywords: Medtronic MiniMed 780G; Tandem Control-IQ; automated insulin delivery; late meal bolus; missed meal bolus; type 1 diabetes.

Publication types

  • Multicenter Study

MeSH terms

  • Adolescent
  • Blood Glucose* / analysis
  • Child
  • Cohort Studies
  • Diabetes Mellitus, Type 1* / blood
  • Diabetes Mellitus, Type 1* / drug therapy
  • Female
  • Glycated Hemoglobin / analysis
  • Glycemic Control / methods
  • Humans
  • Hypoglycemic Agents* / administration & dosage
  • Hypoglycemic Agents* / therapeutic use
  • Insulin Infusion Systems*
  • Insulin* / administration & dosage
  • Insulin* / therapeutic use
  • Male
  • Meals
  • Retrospective Studies
  • Treatment Outcome
  • Young Adult

Substances

  • Insulin
  • Hypoglycemic Agents
  • Blood Glucose
  • Glycated Hemoglobin