Safety of User-Initiated Intensification of Insulin Delivery Using Cambridge Hybrid Closed-Loop Algorithm.
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BORIS DOI
Date of Publication
July 2024
Publication Type
Article
Division/Institute
Author
Ware, Julia | |
Wilinska, Malgorzata E | |
Ruan, Yue | |
Allen, Janet M | |
Boughton, Charlotte K | |
Hartnell, Sara | |
de Beaufort, Carine | |
Besser, Rachel E J | |
Campbell, Fiona M | |
Draxlbauer, Katharine | |
Elleri, Daniela | |
Evans, Mark L | |
Fröhlich-Reiterer, Elke | |
Ghatak, Atrayee | |
Hofer, Sabine E | |
Kapellen, Thomas M | |
Leelarathna, Lalantha | |
Mader, Julia K | |
Mubita, Womba M | |
Narendran, Parth | |
Poettler, Tina | |
Rami-Merhar, Birgit | |
Tauschmann, Martin | |
Randell, Tabitha | |
Thabit, Hood | |
Thankamony, Ajay | |
Trevelyan, Nicola | |
Hovorka, Roman |
Subject(s)
Series
Journal of diabetes science and technology
ISSN or ISBN (if monograph)
1932-2968
Publisher
Diabetes Technology Society
Language
English
Publisher DOI
PubMed ID
36475908
Uncontrolled Keywords
Description
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.
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.
File(s)
File | File Type | Format | Size | License | Publisher/Copright statement | Content | |
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19322968221141924.pdf | text | Adobe PDF | 520.35 KB | published |