Related Experiment Video
Updated: May 28, 2025

A Zebrafish Model of Diabetes Mellitus and Metabolic Memory
Published on: February 28, 2013
Real-world evidence supporting the use of advanced hybrid closed loop in poorly controlled type 1 diabetes patients
Sophie Graf1, Giulia Hofer1, Ruth Hirschmann1
1Department of Endocrinology Diabetology and Clinical Nutrition University Hospital Zurich (USZ) and University of Zurich (UZH) Zurich Switzerland.
Background:
The advanced hybrid closed loop (a-HCL) algorithm includes automated basal and correction bolus insulin with customizable glucose targets. This study aimed to evaluate the effectiveness of a-HCL compared to predictive low glucose suspension (PLGS) and standard hybrid closed-loop (s-HCL) systems and to identify patient populations experiencing the greatest glycemic improvement after transitioning to a-HCL.
Methods:
This retrospective study included type 1 diabetes patients at the University Hospital Zurich, Switzerland, who transitioned from PLGS or s-HCL to a-HCL between January 2020 and December 2021. Glycemic metrics, including HbA1c, time in range (TIR), time above range (TAR), time below range (TBR), sensor glucose (SG), and coefficient of variation (CV), were analyzed pre-and post-a-HCL implementation, considering clinical parameters influencing outcomes.
Results:
Among 71 patients, a-HCL implementation significantly reduced in HbA1c (7.2 ± 0.9 % to 6.8 ± 0.5 %, p < 0.001), SG (8.8 ± 1.4 mmol/L to 7.8 ± 0.8 mmol/L, p < 0.001), TAR (26.3 % to 17.3 %, p < 0.001) and increased TIR (68.5 % to 79.8 %, p < 0.001). TBR and CV showed no significant changes. Improvements were most pronounced in patients with higher baseline HbA1c, SG, CV and lower TIR, all indicators of poor glycemic control, and a BMI > 30 kg/m2.
Conclusions:
Our findings support a-HCL utilization across all patients, particularly in poorly controlled type 1 diabetes patients.
Related Concept Videos
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Diabetes: Management and Pharmacotherapy
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
Diabetes: Symptoms, Diagnosis, and Complications
Diabetes Mellitus: Type 2 and Gestational
Carbohydrate Metabolism
Starch accounts for approximately 60% of the carbohydrates consumed by humans. Since amylase enzymes cannot function in the stomach's acidic environment, starch can only be digested in the mouth and small intestine. Simple sugars are found naturally in milk and fruits in...
Insulin: Dosing Regimen and Adverse Effects
The basal dose constitutes about 40%-50% of the total daily dose, with the rest as premeal insulin. The mealtime insulin dose should mirror...

