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    Safety of user-initiated intensification of insulin delivery using Cambridge hybrid closed-loop algorithm.

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    Author
    Ware, Julia
    Wilinska, Malgorzata E
    Ruan, Yue
    Allen, Janet M
    Boughton, Charlotte K
    Hartnell, Sara
    Bally, Lia
    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
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    Publication date
    2022-12-08
    Subject
    Paediatrics
    Biochemistry
    Microbiology. Immunology
    
    Metadata
    Show full item record
    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.
    Citation
    Ware J, Wilinska ME, Ruan Y, Allen JM, Boughton CK, Hartnell S, Bally L, de Beaufort C, Besser REJ, Campbell FM, Draxlbauer K, Elleri D, Evans ML, Fröhlich-Reiterer E, Ghatak A, Hofer SE, Kapellen TM, Leelarathna L, Mader JK, Mubita WM, Narendran P, Poettler T, Rami-Merhar B, Tauschmann M, Randell T, Thabit H, Thankamony A, Trevelyan N, Hovorka R. 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.
    Type
    Article
    Handle
    http://hdl.handle.net/20.500.14200/3206
    Additional Links
    https://journals.sagepub.com/home/dst
    DOI
    10.1177/19322968221141924
    PMID
    36475908
    Journal
    Journal of Diabetes Science and Technology
    Publisher
    SAGE Publications
    ae974a485f413a2113503eed53cd6c53
    10.1177/19322968221141924
    Scopus Count
    Collections
    Diabetes and Endocrinology

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