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Fully automated closed-loop insulin delivery in adults with type 2 diabetes: an open-label, single-center, randomized crossover trial
Open accessAbstract
In adults with type 2 diabetes, the benefits of fully closed-loop insulin delivery, which does not require meal bolusing, are unclear. In an open-label, single-center, randomized crossover study, 26 adults with type 2 diabetes (7 women and 19 men; (mean ± s.d.) age, 59 ± 11 years; baseline glycated hemoglobin (HbA1c), 75 ± 15 mmol mol−1 (9.0% ± 1.4%)) underwent two 8-week periods to compare the CamAPS HX fully closed-loop app with standard insulin therapy and a masked glucose sensor (control) in random order, with a 2-week to 4-week washout between periods. The primary endpoint was proportion of time in target glucose range (3.9–10.0 mmol l−1). Analysis was by intention to treat. Thirty participants were recruited between 16 December 2020 and 24 November 2021, of whom 28 were randomized to two groups (14 to closed-loop therapy first and 14 to control therapy first). Proportion of time in target glucose range (mean ± s.d.) was 66.3% ± 14.9% with closed-loop therapy versus 32.3% ± 24.7% with control therapy (mean difference, 35.3 percentage points; 95% confidence interval (CI), 28.0–42.6 percentage points; P < 0.001). Time > 10.0 mmol l−1 was 33.2% ± 14.8% with closed-loop therapy versus 67.0% ± 25.2% with control therapy (mean difference, −35.2 percentage points; 95% CI, −42.8 to −27.5 percentage points; P < 0.001). Mean glucose was lower during the closed-loop therapy period than during the control therapy period (9.2 ± 1.2 mmol l−1 versus 12.6 ± 3.0 mmol l−1, respectively; mean difference, −3.6 mmol l−1; 95% CI, −4.6 to −2.5 mmol l−1; P < 0.001). HbA1c was lower following closed-loop therapy (57 ± 9 mmol mol−1 (7.3% ± 0.8%)) than following control therapy (72 ± 13 mmol mol−1 (8.7% ± 1.2%); mean difference, −15 mmol mol−1; 95% CI, −11 to −20 mmol l−1 (mean difference, −1.4%; 95% CI, −1.0 to −1.8%); P < 0.001). Time < 3.9 mmol l−1 was similar between treatments (a median of 0.44% (interquartile range, 0.19–0.81%) during the closed-loop therapy period versus a median of 0.08% (interquartile range, 0.00–1.05%) during the control therapy period; P = 0.43). No severe hypoglycemia events occurred in either period. One treatment-related serious adverse event occurred during the closed-loop therapy period. Fully closed-loop insulin delivery improved glucose control without increasing hypoglycemia compared with standard insulin therapy and may represent a safe and efficacious method to improve outcomes in adults with type 2 diabetes. This study is registered with ClinicalTrials.gov (NCT04701424).
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“These effects are primarily attributable to the real‐time glucose feedback of CGM and the automated insulin adjustments of closed‐loop systems [46].”
From Effectiveness of Wearable Devices for Diabetes Management: An Overview of Systematic Reviews and Meta‐Analyses (2026) · cites this paper as [46]
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References 21 · Cited by 120
Research works printed but not linked: 1
- International Diabetes Federation. International Diabetes Federation Diabetes Atlas, 9th edn (2019). https://diabetesatlas.org/atlas/ninth-edition/ (accessed August 2021).
Metadata
- Authors
- Daly, A. B., Boughton, C. K., Nwokolo, M., Hartnell, S., Wilinska, M. E., Cezar, A., Evans, M. L., & Hovorka, R.
- Affiliations
- Wellcome/MRC Institute of Metabolic Science (GB)
- Cambridge University Hospitals NHS Foundation Trust (GB)
- Corresponding author
- Boughton, Charlotte K.
- ORCID
- Venue
- Nature Medicine
- Published
- 2023-01
- Volume
- 29
- Issue
- 1
- Pages
- 203-208
- ISSN
- 1078-8956 (ISSN-L)
- 1546-170X
- PMC
- PMC9873557
- OpenAlex
- W4315646059
- Cited by
- 120
- References
- 21
- Citations by year
- 2026: 29 · 2025: 40 · 2024: 29 · 2023: 22
- FWCI
- 24.62
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Nature Medicine (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Apollo (cc-by)
- Apollo
- Funders
- Dexcom
- National Institute for Health and Care Research (CL-2020-14-801)
- Department of Health and Social Care
- University of Cambridge
- Cambridge University Hospitals (146281)
- NIHR Cambridge Biomedical Research Centre
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- artificial pancreas, type 2 diabetes, continuous glucose monitoring, time in target glucose range, glycemic control, HbA1c, hypoglycemia, hyperglycemia, mobile application, glycemic variability, hypoglycemia risk reduction, hypoglycemia risk prediction
- MeSH terms
- Adult, Aged, Blood Glucose, Diabetes Mellitus, Type 1, Diabetes Mellitus, Type 2, Female, Glycated Hemoglobin, Humans, Hypoglycemia, Hypoglycemic Agents, Insulin, Insulin Infusion Systems, Male, Middle Aged, Treatment Outcome, Cross-Over Studies
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