The purpose of this study is to see if an automated insulin management system ("study system") can safely be used at home to manage blood sugar. The study system includes (1) a CGM that measures glucose levels, (2) a computer program on a smartphone that determines how much insulin is needed and allows the study participant user to control the whole system, and (3) an insulin pump that delivers the insulin. The CGM will be from Dexcom. The pump will be from Roche. The CGM and pump are similar to the devices that are currently available for people to purchase and use. However, the smartphone device, the CGM sensor type used with it, and the overall study system can only be used for research at this time. The study will be completed by about 24 individuals at 6 centers in the United States and Europe. This study has several phases and will take about 11-14 weeks to complete depending on whether the study participant is a CGM user or not. At selected sites (based on subject eligibility and availability), approximately 10-20 subjects who exhibit safe and competent use of the system at home will be given the option to continue home use of the system in Day-and-Night Closed-Loop mode for up to 5 months.
The study phases are as follows: * Screening visit to see if you are eligible for the study and to determine how long you will need to use the study CGM (visit 1) * Up to 3 weeks using the study CGM (depends on your current CGM use), followed by an office visit (visit 2) * 2 weeks using the study insulin pump and study CGM together * Full day visit in clinic or hotel for training using the system (visit 3) * 1 week using the system without automated insulin delivery or suspension * 2-day hotel or clinic visit for closed-loop training (visit 4), * 16-19 days using the system in the evening and overnight only followed by an office visit (visit 5) * 16-19 days using the system for the full 24 hours * Final study clinic visit (visit 6) * Option 5 month extension phase of day-and-night closed-loop home use
Study Type
INTERVENTIONAL
Allocation
NON_RANDOMIZED
Purpose
TREATMENT
Masking
NONE
Enrollment
30
This investigational device system included the following components: * DiAs - a smart-phone medical platform; * Dexcom G4 Platinum CGM system connected to DiAs via CGM receiver and USB-Bluetooth relay hardware; * Roche Accu-Chek insulin pump connected to DiAs via wireless Bluetooth; * Remote Monitoring Server connected to DiAs via 3G or local Wi-Fi network * Modular Closed-Loop Control Algorithm Running on DiAs, which is of Control-to-Range (CTR) class
This commercial device system included the following components: * Dexcom G4 Platinum CGM system; * Roche Accu-Chek insulin pump
Sansum Diabetes Research Institute
Santa Barbara, California, United States
Stanford University
Stanford, California, United States
University of Virginia
Charlottesville, Virginia, United States
Montpellier University Hospital
Montpellier, France
National Center for Childhood Diabetes- Schneider Children's Medical Center
Petah Tikva, Israel
University of Padova
Padua, Italy
Time Spent <70 mg/dL - Main Phase, Night Only
Percentage of CGM Measured Glucose Values \<70 mg/dl during study Main Phase, night only (23:00 to 07:00)
Time frame: 2 weeks
Time Spent <70 mg/dL - Main Phase, Day and Night
Percentage of CGM Measured Glucose Values \<70 mg/dl during study Main Phase
Time frame: 2 weeks
Time Spent <70 mg/dL - Main Phase, Day Only
Percentage of CGM Measured Glucose Values \<70 mg/dl during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Time in Range 70-180 mg/dL - Main Phase, Day and Night
Percentage of CGM Measured Glucose Values in range 70-180 mg/dl during study Main Phase
Time frame: 2 weeks
Time in Range 70-180 mg/dL - Main Phase, Night Only
Percentage of CGM Measured Glucose Values in range 70-180 mg/dl during study Main Phase, night only (23:00 - 07:00)
Time frame: 2 weeks
Time in Range 70-180 mg/dL - Main Phase, Day Only
Percentage of CGM Measured Glucose Values in range 70-180 mg/dl during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Mean Sensor Glucose - Main Phase, Day and Night
Mean CGM sensor glucose during study Main Phase
Time frame: 2 weeks
Mean Sensor Glucose - Main Phase, Night Only
Mean CGM sensor glucose during study Main Phase, night only (23:00 - 07:00)
Time frame: 2 weeks
Mean Sensor Glucose - Main Phase, Day Only
Mean CGM sensor glucose during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Glucose Coefficient of Variation - Main Phase, Day and Night
CGM Glucose Coefficient of Variation (CV) during study Main Phase
Time frame: 2 weeks
Glucose Coefficient of Variation - Main Phase, Night Only
CGM Glucose Coefficient of Variation (CV) during study Main Phase, night only (23:00 - 07:00)
Time frame: 2 weeks
Glucose Coefficient of Variation - Main Phase, Day Only
CGM Glucose Coefficient of Variation (CV) during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Glucose Standard Deviation - Main Phase, Day and Night
CGM Glucose Standard Deviation (SD) during study Main Phase
Time frame: 2 weeks
Glucose Standard Deviation - Main Phase, Night Only
CGM Glucose Standard Deviation (SD) during study Main Phase, night only (23:00 - 07:00)
Time frame: 2 weeks
Glucose Standard Deviation - Main Phase, Day Only
CGM Glucose Standard Deviation (SD) during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Time Spent >180 mg/dL - Main Phase, Day and Night
Percentage of CGM Measured Glucose Values \>180 mg/dl during study Main Phase
Time frame: 2 weeks
Time Spent >180 mg/dL - Main Phase, Night Only
Percentage of CGM Measured Glucose Values \>180 mg/dl during study Main Phase, night only (23:00 to 07:00)
Time frame: 2 weeks
Time Spent >180 mg/dL - Main Phase, Day Only
Percentage of CGM Measured Glucose Values \>180 mg/dl during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Time Spent <50 mg/dL - Main Phase, Day and Night
Percentage of CGM Measured Glucose Values \<50 mg/dl during study Main Phase
Time frame: 2 weeks
Time Spent <50 mg/dL - Main Phase, Night Only
Percentage of CGM Measured Glucose Values \<50 mg/dl during study Main Phase, night only (23:00 to 07:00)
Time frame: 2 weeks
Time Spent <50 mg/dL - Main Phase, Day Only
Percentage of CGM Measured Glucose Values \<50 mg/dl during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Time Spent <60 mg/dL - Main Phase, Day and Night
Percentage of CGM Measured Glucose Values \<60 mg/dl during study Main Phase
Time frame: 2 weeks
Time Spent <60 mg/dL - Main Phase, Night Only
Percentage of CGM Measured Glucose Values \<60 mg/dl during study Main Phase, night only (23:00 - 07:00)
Time frame: 2 weeks
Time Spent <60 mg/dL - Main Phase, Day Only
Percentage of CGM Measured Glucose Values \<60 mg/dl during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
LBGI - Main Phase, Day and Night
Low Blood Glucose Index (LBGI) - Main Phase, Day and Night. The LGBI metric is used to quantify the risk of hypoglycemia. A higher LBGI implies more mild hypoglycemic events or less severe hypoglycemic events.
Time frame: 2 weeks
LBGI - Main Phase, Night Only
Low Blood Glucose Index (LBGI) - Main Phase, night only (23:00 - 07:00). The LGBI metric is used to quantify the risk of hypoglycemia. A higher LBGI implies more mild hypoglycemic events or less severe hypoglycemic events.
Time frame: 2 weeks
LBGI - Main Phase, Day Only
Low Blood Glucose Index (LBGI) - Main Phase, day only (07:00 - 23:00). The LGBI metric is used to quantify the risk of hypoglycemia. A higher LBGI implies more mild hypoglycemic events or less severe hypoglycemic events.
Time frame: 2 weeks
AOC 70 mg/dL - Main Phase, Day and Night
Area Over the Curve (AOC) 70 mg/dL - Main Phase, Day and Night. The hypoglycemia AOC is scaled to the number of CGM readings so the time factor cancels out. Technically, the units would be mg/dl, but this might seem unintuitive since it is incremental relative to a threshold. For example, a hypoglycemia AOC of 1 mg/dl can denote a glucose of 60 mg/dl for 10% of the time (10 mg/dl below threshold \* 10% = 1 mg/dl) or 65 mg/dl for 20% of the time (5 mg/dl below threshold \* 20% = 1 mg/dl). Note that it is based on relative (%) rather than absolute time so there is no time element in the resulting units.
Time frame: 2 weeks
AOC 70 mg/dL - Main Phase, Night Only
Area Over the Curve (AOC) 70 mg/dL - Main Phase, night only (23:00 - 07:00). The hypoglycemia AOC is scaled to the number of CGM readings so the time factor cancels out. Technically, the units would be mg/dl, but this might seem unintuitive since it is incremental relative to a threshold. For example, a hypoglycemia AOC of 1 mg/dl can denote a glucose of 60 mg/dl for 10% of the time (10 mg/dl below threshold \* 10% = 1 mg/dl) or 65 mg/dl for 20% of the time (5 mg/dl below threshold \* 20% = 1 mg/dl). Note that it is based on relative (%) rather than absolute time so there is no time element in the resulting units.
Time frame: 2 weeks
AOC 70 mg/dL - Main Phase, Day Only
Area Over the Curve (AOC) 70 mg/dL - Main Phase, day only (07:00 - 23:00). The hypoglycemia AOC is scaled to the number of CGM readings so the time factor cancels out. Technically, the units would be mg/dl, but this might seem unintuitive since it is incremental relative to a threshold. For example, a hypoglycemia AOC of 1 mg/dl can denote a glucose of 60 mg/dl for 10% of the time (10 mg/dl below threshold \* 10% = 1 mg/dl) or 65 mg/dl for 20% of the time (5 mg/dl below threshold \* 20% = 1 mg/dl). Note that it is based on relative (%) rather than absolute time so there is no time element in the resulting units.
Time frame: 2 weeks
HBGI - Main Phase, Day and Night
High Blood Glucose Index (HBGI) - Main Phase, Day and Night. The HBGI metric is used to quantify the risk of hyperglycemia. A higher HBGI implies more mild hyperglycemic events or less severe hyperglycemic events.
Time frame: 2 weeks
HBGI - Main Phase, Night Only
High Blood Glucose Index (HBGI) - Main Phase, night only (23:00 - 07:00). The HBGI metric is used to quantify the risk of hyperglycemia. A higher HBGI implies more mild hyperglycemic events or less severe hyperglycemic events.
Time frame: 2 weeks
HBGI - Main Phase, Day Only
High Blood Glucose Index (HBGI) - Main Phase, day only (07:00 - 23:00). The HBGI metric is used to quantify the risk of hyperglycemia. A higher HBGI implies more mild hyperglycemic events or less severe hyperglycemic events.
Time frame: 2 weeks
ADRR - Main Phase, Day and Night
Average Daily Risk Range (ADRR) - Main Phase, Day and Night. ADRR is a metric that categorizes risk for hyper and hypoglycemic events. Low risk is scored 0-19, moderate risk is scored 20-40, and high risk is 40 and above.
Time frame: 2 weeks
AUC 180 mg/dL - Main Phase, Day and Night
Area Under the Curve (AUC) 180 mg/dL - Main Phase, Day and Night. The hyperglycemic AUC is scaled to the number of CGM readings so the time factor cancels out. Technically, the units would be mg/dl, but this might seem unintuitive since it is incremental relative to a threshold. For example, the hyperglycemic AUC is 28 (mg/dl)\*days for Patient A and 56 (mg/dl)\*days for Patient B when using 180 as the threshold. But this is artificial because Patient B wore the sensor twice as long. So we similarly scale it relative to the number of readings to reflect a mean rather than a sum. So we say hyperglycemic AUC = 4 mg/dl for both patients. Note that time disappears from the units in the scaled version. It represents the mean value of max(glucose-180, 0).
Time frame: 2 weeks
AUC 180 mg/dL - Main Phase, Night Only
Area Under the Curve (AUC) 180 mg/dL - Main Phase, night only (23:00 - 07:00). The hyperglycemic AUC is scaled to the number of CGM readings so the time factor cancels out. Technically, the units would be mg/dl, but this might seem unintuitive since it is incremental relative to a threshold. For example, the hyperglycemic AUC is 28 (mg/dl)\*days for Patient A and 56 (mg/dl)\*days for Patient B when using 180 as the threshold. But this is artificial because Patient B wore the sensor twice as long. So we similarly scale it relative to the number of readings to reflect a mean rather than a sum. So we say hyperglycemic AUC = 4 mg/dl for both patients. Note that time disappears from the units in the scaled version. It represents the mean value of max(glucose-180, 0).
Time frame: 2 weeks
AUC 180 mg/dL - Main Phase, Day Only
Area Under the Curve (AUC) 180 mg/dL - Main Phase, day only (07:00 - 23:00). The hyperglycemic AUC is scaled to the number of CGM readings so the time factor cancels out. Technically, the units would be mg/dl, but this might seem unintuitive since it is incremental relative to a threshold. For example, the hyperglycemic AUC is 28 (mg/dl)\*days for Patient A and 56 (mg/dl)\*days for Patient B when using 180 as the threshold. But this is artificial because Patient B wore the sensor twice as long. So we similarly scale it relative to the number of readings to reflect a mean rather than a sum. So we say hyperglycemic AUC = 4 mg/dl for both patients. Note that time disappears from the units in the scaled version. It represents the mean value of max(glucose-180, 0).
Time frame: 2 weeks
Time Spent >250 mg/dL - Main Phase, Day and Night
Percentage of CGM Measured Glucose Values \>250 mg/dl during study Main Phase
Time frame: 2 weeks
Time Spent >250 mg/dL - Main Phase, Night Only
Percentage of CGM Measured Glucose Values \>250 mg/dl during study Main Phase, night only (23:00 to 07:00)
Time frame: 2 weeks
Time Spent >250 mg/dL - Main Phase, Day Only
Percentage of CGM Measured Glucose Values \>250 mg/dl during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
Time Spent >300 mg/dL - Main Phase, Day and Night
Percentage of CGM Measured Glucose Values \>300 mg/dl during study Main Phase
Time frame: 2 weeks
Time Spent >300 mg/dL - Main Phase, Night Only
Percentage of CGM Measured Glucose Values \>300 mg/dl during study Main Phase, night only (23:00 to 07:00)
Time frame: 2 weeks
Time Spent >300 mg/dL - Main Phase, Day Only
Percentage of CGM Measured Glucose Values \>300 mg/dl during study Main Phase, day only (07:00 - 23:00)
Time frame: 2 weeks
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