Jul 2026· Journal of Diabetes Science and Technology· pp.
19322968261465689
· 0 citations· 10 references
Medicine
TL;DR
Active insulin time is a key modifiable parameter influencing AB delivery and glycemic outcomes, and shorter AIT settings were associated with increased AB administration and improved TIR, whereas glucose target settings had no significant impact on these outcomes.
Abstract
Background
This study examined how automatic correction boluses (ABs) vary according to active insulin time (AIT) and glucose target settings, and how these parameters impact glycemic control in individuals with type 1 diabetes.
Methods
Retrospective data from 287 individuals with type 1 diabetes using the MiniMed 780G system in auto-mode for at least 80% of the time over a minimum period of 6 months were analyzed. The AB delivery was evaluated in relation to different AIT and glucose target settings. Glycemic outcomes, including time in range (TIR 70-180 mg/dL), were assessed.
Results
Automatic correction boluses accounted for 33.1% of bolus insulin and 18.3% of the total daily insulin dose (TDD). Active insulin time settings significantly influenced AB delivery: individuals using a 2-hour AIT showed higher percentages of ABs relative to both TDD and bolus insulin, as well as higher AB doses expressed in IU/kg/day. Shorter AIT settings were also associated with improved TIR. In contrast, glucose target settings ranging from 100 to 120 mg/dL did not significantly affect AB delivery or TIR.
Conclusion
Active insulin time is a key modifiable parameter influencing AB delivery and glycemic outcomes. Shorter AIT settings were associated with increased AB administration and improved TIR, whereas glucose target settings had no significant impact on these outcomes.
While the MiniMed™ 780G AID system use is associated with low CGM-derived hypoglycemia exposure and highly effective glycemic control, regardless of customized settings, superior glycemic control is associated with a higher proportion of user-initiated manual boluses.
Š. Volčanšek, P. Vidmar, A. Janež et al.· Frontiers in Endocrinology· 0 citations
Objective measures of self-management are critical for understanding glycemic outcomes in individuals with type 1 diabetes (T1D). The mealtime insulin bolus score (BOLUS), derived from insulin pump data, is a validated indicator of mealtime insulin engagement in pediatric T1D populations, but its validity in emerging a...
Jessica S. Pierce, Mark A. Clements, Brent Lockee et al.· Diabetes Technology & Therap...· 0 citations
Randomized and real-world studies demonstrate that AID systems significantly improve A1C and time in range while minimizing hypoglycemia, without increasing treatment complexity or patient burden, and position AID as a practical and effective strategy to overcome long-standing therapeutic inertia in type 2 diabetes.
Z. Tariq, Grazia Aleppo, Anders L. Carlson et al.· Endocrine Practice· 0 citations
A simple, automated, and individualized insulin-pump calibration system based on a series of measures taken before and a few hours after carbohydrate ingestion, which modulate the shape of pre-meal insulin dosing to explicitly reduce postprandial BG levels while minimizing the likelihood of dangerously low BG.
I. Aganj, N. Bryant, Leah Morgan Panaro et al.· medRxiv· 0 citations
CGM-informed basal insulin optimization with a prototype of Dexcom Smart Basal was associated with improvements in glycemic control and treatment satisfaction in adults with T2D, with a favorable safety profile, and the system may help overcome clinical inertia and support individualized insulin titration in real-world...
S. Oser, C. Crystal, K. Hames et al.· Diabetes Therapy· 0 citations
CGM is safe in very young children, with AID systems proving superior to traditional therapy, and real-world evidence supports incorporating AID consideration into future international guidelines from the time of pediatric diagnosis.
M. Marigliano, A. Scaramuzza, C. Arnaldi et al.· Diabetes Technology & Therap...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.