The investigators aim to compare the efficacy and safety of an AID system using an adaptive MPC algorithm versus SAP (which may or may not include PLGS; to be referred to as SAP) in people with type 1 diabetes.
A randomized crossover trial will compare the efficacy and safety of an automated insulin delivery (AID) study system using an adaptive Model Predictive Control (MPC) algorithm versus SAP (which may or may not include PLGS; to be referred to as SAP) therapy in people with type 1 diabetes for 13 weeks in each arm of the study. A Pilot Phase using the study system for 10-14 days will be conducted prior to the crossover trial.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
NONE
Enrollment
35
Use of the iAPS at home for 13 weeks, with weekly adaptation of insulin delivery settings occurring automatically in the iAPS.
Use of personal pump with study CGM \& glucometer at home for 13 weeks.
Sansum Diabetes Research Institute
Santa Barbara, California, United States
Stanford University
Stanford, California, United States
Joslin Diabetes Center
Boston, Massachusetts, United States
Mayo Clinic
Rochester, Minnesota, United States
Percent CGM Time in Range 70-180 mg/dL
This results shown is mean percent time in range 70-180 mg/dL.
Time frame: 13 weeks
Non-inferiority for CGM Time <54 mg/dL
Superiority for time in range 70-180 mg/dL and non-inferiority for time \<54 mg/dL measured with CGM will be considered primary endpoints, analyzed using a hierarchical gatekeeping testing procedure
Time frame: 13 weeks
CGM Mean Glucose
CGM-measured mean glucose (mg/dL)
Time frame: 13 weeks
CGM Time > 180
CGM time \> 180 mg/dL
Time frame: 13 weeks
CGM Time > 250
CGM time \> 250 mg/dL
Time frame: 13 weeks
CGM Time < 70
CGM time \< 70 mg/dL
Time frame: 13 weeks
CGM Time < 54 (Superiority)
CGM time \< 54 mg/dL (Superiority)
Time frame: 13 weeks
Coefficient of Variation
CGM measured glucose variability measured with the coefficient of variation (CV)
Time frame: 13 weeks
CGM Time in Range 70-140 mg/dL
CGM-measured % in range 70-140 mg/dL
This platform is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare professional.
Icahn School of Medicine at Mount Sinai
New York, New York, United States
Time frame: 13 weeks
Standard Deviation
CGM measured glucose variability measured with the standard deviation (SD)
Time frame: 13 weeks
CGM Time < 60
CGM time \< 60 mg/dL
Time frame: 13 weeks
LBGI
Low blood glucose index (LBGI) by CGM with higher index indicating higher risk of hypoglycemia. LBGI ≤ 1.1 is associated with minimal risk of hypoglycemia, 1.1 \< LBGI ≤ 2.5 is associated with a low risk of hypoglycemia, 2.5 \< LBGI ≤ 5.0 is associated with a moderate risk of hypoglycemia, and LBGI \> 5.0 is associated with high risk of hypoglycemia.
Time frame: 13 weeks
CGM Time > 300
CGM time \> 300 mg/dL
Time frame: 13 weeks
HBGI
High Blood Glucose Index (HBGI) is a measure of Hyperglycemic Risk based on frequency and severity of hyperglycemic events. HBGI \< 4.5 is associated with lower risk of hyperglycemia, 4.5 \< HBGI \< 9 is associated with a moderate risk of hyperglycemia and HBGI \> 9 is associated with high risk of hyperglycemia
Time frame: 13 weeks
HbA1c at 13 Weeks
Hemiglobin A1c measured after completing each study arm
Time frame: 13 weeks
Number of Participants With HbA1c <7.0% at 13 Weeks
Number of participants HbA1c \<7.0% after completing each study arm
Time frame: 13 weeks
Number of Participants With HbA1c <7.5% at 13 Weeks
Number of participants HbA1c \<7.5% after completing each study arm
Time frame: 3 months
Diabetes Distress Scale at 13 Weeks - Total Score
Diabetes Distress Scale for adults has 28 items rated on a 6 point Likert scale that ranges from 1 (not a problem) to 6 (a very serious problem). The total score is the mean of the sum of responses and ranges from 1 to 6 where a higher score indicates greater degrees of diabetes distress.
Time frame: 13 weeks
Glucose Monitoring Satisfaction Survey (Total Scale)
The GMSS for Type 1 Diabetes contains four subscales as well as a total scale. For this measure, total scale is reported. To calculate the total scale (higher scores indicate greater satisfaction): Mean of all items 1-15 (reverse code items: 2-7, 9, 11-13, and 15) which are all scored on a 5 point scale (1-5) (Minimum Total Scale Score is 1, Maximum Total Scale Score is 5)
Time frame: 13 weeks
Hypoglycemia Confidence Scale
Hypoglycemia Confidence Scale has 20 items which are rated on a 4-point Likert Scale ranging from 1 (not confident at all) to 4 (very confident) with higher scores indicating higher confidence in dealing with hypoglycemia. A single score is computed by calculating the mean of the sum of all items and ranges from 1 to 4.
Time frame: 13 weeks
INSPIRE Survey Scores - Following Study System Period Only
The INSPIRE questionnaire assesses user expectations and experiences with Insulin Delivery Systems: Perceptions, Ideas, Reflections, Expectations (INSPIRE). Survey total scores are computed by calculating the mean of the sum of all item ratings then multiplying the mean by 25 to scale the score to a range from 0 to 100. Higher scores indicate a more positive perception of insulin delivery systems. Items are rated on a 5 point Likert scale ranging from 0 (strongly disagree) to 4 (strongly agree). The Adult survey has 22 items, the Teens/Adolescents survey has 17 items and the Parent survey has 21 items.
Time frame: 13 weeks
SUS Survey Scores - Following Study System Period
System Usability Scores (SUS)-composite score from 0 to 100 with higher scores indicate better perceived usability
Time frame: 13 weeks
Total Daily Insulin
Total Daily Insulin (units)
Time frame: 13 weeks
Basal: Bolus Insulin Ratio
Basal: bolus insulin ratio
Time frame: 13 weeks