Type 1 Diabetes
Conditions
Keywords
bionic pancreas, artificial pancreas, insulin, glucagon, continuous glucose monitoring, CGM, outpatient, insulin pump
Brief summary
This study will test the hypothesis that a wearable automated bionic pancreas system that automatically delivers both insulin and glucagon can improved glycemic control vs. usual in the outpatient environment.
Detailed description
The study population will be volunteers with type 1 diabetes who are 21 years of age or older. The setting will be an outpatient environment in a three square-mile area on the Boston Peninsula (see Appendix A). Volunteers will stay in a hotel adjacent to the MGH campus at night and will have free activity during the day within the specified geographic area. They will determine the timing and nature of their meals from local restaurants, with food brought from home, or food kept in their hotel room, which will have a small refrigerator. They will have the opportunity to exercise as they wish in their choice of two gyms. There will be minimal scheduling constraints, limited only by an 11:00 PM curfew and morning departure time from the hotel of no earlier than 7:00 AM. They will be able to work if they wish as long as that can be done within the geographical constraints (e.g. if they work in the downtown Boston area or can work from home or have meetings at a conference room in the hotel or at a restaurant). During the entire experiment they will be closely monitored by study staff (RN, NP, or MD) around the clock. They will remain within direct line of sight and no more than a short distance away from study staff during the daytime for safety. During the night they will be continuously monitored via BG telemetry from a nearby hotel room and study staff will be able to enter their rooms quickly, should that become necessary. During the night, when volunteers will remain in their rooms, one study staff member will monitor up to two volunteers at a time. Capillary BG will be tested every two hours during the day using a highly accurate, laboratory equivalent meter (HemoCue, selected for maximum data integrity) and venous BG will be tested every 30 minutes overnight using an autosampling device (GlucoScout). Continuous glucose monitoring (Dexcom G4) will be done throughout the study period. Photos and menu information, if available, will be documented for each meal and snack by the escort and estimates of carbohydrate intake will be estimated later from this information by a nutritionist. The type and level of activity being performed by the volunteers (e.g. lying, sitting, standing, walking, running) will be documented in 15 minute intervals by the study staff escort. Additional data will be collected using an accelerometer. During exercise, the type and duration of exercise, and, depending on the kind of activity, the heart rate (recorded using a Polar heart rate monitor) will be documented every 15 minutes and point-of-care blood glucose will be documented every 30 minutes.
Interventions
A computer algorithm will automatically deliver insulin lispro and glucagon based on the signal from a minimally invasive continuous glucose monitor.
Sponsors
Study design
Eligibility
Inclusion criteria
* Age 21 years or older with type 1 diabetes for at least one year * Stimulated C-peptide \< 0.1 nmol/L at 90 minutes after liquid mixed meal by the DCCT protocol * Diabetes managed using an insulin infusion pump and rapid- or very-rapid-acting insulins including insulin aspart (NovoLog), insulin lispro (Humalog), and insulin glulisine (Apidra) for at least three months prior to enrollment * Otherwise healthy (mild chronic disease such as asthma, hypertension, and depression will be allowed if well controlled)
Exclusion criteria
* Unable to provide informed consent * Unable to comply with study procedures * Total daily dose (TDD) of insulin that is \> 1.5 U/kg * Pregnancy (positive urine HCG), breast feeding, plan to become pregnant in the immediate future, or sexually active without use of contraception. * Hypoglycemia unawareness (self-reported lack of hypoglycemia symptoms when BG is \< 50 mg/dl) * End stage renal disease on dialysis (hemodialysis or peritoneal dialysis). * Any known history of coronary artery disease (CAD) * Abnormal EKG suggestive of coronary artery disease or increased risk of malignant arrhythmia * Congestive heart failure (established history of CHF, paroxysmal nocturnal dyspnea, or orthopnea). * History of TIA or stroke. * History of pheochromocytoma. Fractionated metanephrines will be tested in patients with history increasing the risk for a catecholamine secreting tumor * Untreated or inadequately treated mental illness * Current alcohol abuse or substance abuse * Electrically powered implants (e.g. cochlear implants, neurostimulators) that might be susceptible to RF interference. * Use non-insulin, injectable anti-diabetic medications or oral anti-diabetic medications * History of adverse reaction to glucagon (including allergy) besides nausea and vomiting * Unwilling or unable to completely avoid acetaminophen * ALT \> 3-fold upper limit of normal * Albumin \< 3 g/dl * Body mass index less than18 or greater than 35
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Average Blood Glucose (Co-primary Outcome) | 5 days of closed-loop control | Average blood glucose during the closed-loop control period as determined from HemoCue capillary measurements (daytime+nightime) and GlucoScout venous measurements (nighttime). |
| Percentage of Time Blood Glucose Values Less Than 70 mg/dl (Co-primary Outcome) | 5 days | Percentage of time blood glucose values during the closed-loop control period less than 70 mg/dl determined from HemoCue capillary measurements (daytime) and GlucoScout venous measurements (nighttime) during day 1-5. During usual care (open loop), blood sugars were not checked through GlucoScout or HemoCue (as per usual care fashion) and so were not compared to bionic pancreas (closed loop) arm |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Difference in the Percentage of Subjects With Mean BG < 154 mg/dl During the Closed-loop Period vs. the Usual Care Period. | 5 days | — |
| Fraction of Time Spent Within Each of the Following Glucose Ranges as Determined From All GlucoScout and HemoCue Measurements. | 5 Days | Measurements adjusted for the frequency of measurement (i.e. modeled so that more frequent measurements at the time of hypoglycemia and exercise will not skew the mean): \< 70 mg/dl,70-120 mg/dl,70-180 mg/dl, \>180 mg/dl, \>250 mg/dl |
| Difference of Outcome Measures on Days 1-2 vs. on Remaining Days (Days 3-5) During the Closed-loop Period. | 5 Days | — |
| Mean BG During Exercise. | 5 days | — |
| Number of Hypoglycemic Episodes During Exercise. | 5 days | — |
| Difference of Outcome Measures on Day 1 vs. Remaining Days (Days 2-5) During the Closed-loop Period. | 5 Days | — |
| Average BG During the Closed-loop Control Period as Determined From All HemoCue Measurements Taken During the Daytime and All Scheduled GlucoScout Measurements During the Nighttime. | 5 days | During usual care (open loop), blood sugars were not checked through GlucoScout or HemoCue (as per usual care fashion) and so were not compared to bionic pancreas (closed loop) arm |
| Percentage of the Subset of BG Values Less Than 70 mg/dl as Determined From All All HemoCue Measurements Taken During the Daytime and Scheduled GlucoScout Measurements Taken During the Nighttime. | 5 days | — |
| Difference in the Average BG Between the Closed-loop Control Period and the Usual Care Period. | 5 days | — |
| Difference in the Percentage of the Above Subset of BG Values Between the Closed-loop Control and Usual Care Periods Less Than 70 mg/dl. | 5 days | — |
| Percentage of Subjects With Mean BG < 154 mg/dl. | 5 days | This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm. |
| Number of Hypoglycemic Events as Determined From GlucoScout and HemoCue Measurements. | 5 days | — |
| Nadir BG During Exercise. | 5 days | — |
| Correlation Between Exercise Intensity and Likelihood of a Hypoglycemic Event | 5 days | — |
| Average BG During the Closed-loop Control Period as Determined From All GlucoScout Measurements Taken During the Nighttime Monitoring. | 5 days | This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm. |
Other
| Measure | Time frame |
|---|---|
| Mean Blood Sugar as Measured by Continuous Glucose Monitor (CGM) Readings | Days 2-5 |
| Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | Days 2-5 |
| Difference in the Percentage of Subjects With Mean CGMG <154mg/dl During the Closed-loop Period vs. the Usual Care Period | 5 days |
| Percentage of Subjects With Mean CGMG < 154mg/dl | 5 days |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| All Participants | 20 |
| Total | 20 |
Baseline characteristics
| Characteristic | All Participants |
|---|---|
| Age, Continuous | 40 years STANDARD_DEVIATION 16 |
| Sex: Female, Male Female | 12 Participants |
| Sex: Female, Male Male | 8 Participants |
Adverse events
| Event type | EG000 affected / at risk |
|---|---|
| deaths Total, all-cause mortality | — / — |
| other Total, other adverse events | 8 / 20 |
| serious Total, serious adverse events | 0 / 20 |
Outcome results
Average Blood Glucose (Co-primary Outcome)
Average blood glucose during the closed-loop control period as determined from HemoCue capillary measurements (daytime+nightime) and GlucoScout venous measurements (nighttime).
Time frame: 5 days of closed-loop control
Population: This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Bionic Pancreas | Average Blood Glucose (Co-primary Outcome) | 138 mg/dL | Standard Deviation 14 |
Percentage of Time Blood Glucose Values Less Than 70 mg/dl (Co-primary Outcome)
Percentage of time blood glucose values during the closed-loop control period less than 70 mg/dl determined from HemoCue capillary measurements (daytime) and GlucoScout venous measurements (nighttime) during day 1-5. During usual care (open loop), blood sugars were not checked through GlucoScout or HemoCue (as per usual care fashion) and so were not compared to bionic pancreas (closed loop) arm
Time frame: 5 days
Population: This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Bionic Pancreas | Percentage of Time Blood Glucose Values Less Than 70 mg/dl (Co-primary Outcome) | 4.8 percentage of time | Standard Deviation 5.2 |
Average BG During the Closed-loop Control Period as Determined From All GlucoScout Measurements Taken During the Nighttime Monitoring.
This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
Time frame: 5 days
Population: This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Bionic Pancreas | Average BG During the Closed-loop Control Period as Determined From All GlucoScout Measurements Taken During the Nighttime Monitoring. | 125 mg/dl | Standard Deviation 19 |
Average BG During the Closed-loop Control Period as Determined From All HemoCue Measurements Taken During the Daytime and All Scheduled GlucoScout Measurements During the Nighttime.
During usual care (open loop), blood sugars were not checked through GlucoScout or HemoCue (as per usual care fashion) and so were not compared to bionic pancreas (closed loop) arm
Time frame: 5 days
Population: This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Bionic Pancreas | Average BG During the Closed-loop Control Period as Determined From All HemoCue Measurements Taken During the Daytime and All Scheduled GlucoScout Measurements During the Nighttime. | 138 mg/dl | Standard Deviation 14 |
Correlation Between Exercise Intensity and Likelihood of a Hypoglycemic Event
Time frame: 5 days
Population: Data were not collected
Difference in the Average BG Between the Closed-loop Control Period and the Usual Care Period.
Time frame: 5 days
Population: Data were not collected
Difference in the Percentage of Subjects With Mean BG < 154 mg/dl During the Closed-loop Period vs. the Usual Care Period.
Time frame: 5 days
Population: Data were not collected
Difference in the Percentage of the Above Subset of BG Values Between the Closed-loop Control and Usual Care Periods Less Than 70 mg/dl.
Time frame: 5 days
Population: Data were not collected
Difference of Outcome Measures on Day 1 vs. Remaining Days (Days 2-5) During the Closed-loop Period.
Time frame: 5 Days
Population: Data were not collected
Difference of Outcome Measures on Days 1-2 vs. on Remaining Days (Days 3-5) During the Closed-loop Period.
Time frame: 5 Days
Population: Data were not collected
Fraction of Time Spent Within Each of the Following Glucose Ranges as Determined From All GlucoScout and HemoCue Measurements.
Measurements adjusted for the frequency of measurement (i.e. modeled so that more frequent measurements at the time of hypoglycemia and exercise will not skew the mean): \< 70 mg/dl,70-120 mg/dl,70-180 mg/dl, \>180 mg/dl, \>250 mg/dl
Time frame: 5 Days
Population: Data were not collected
Mean BG During Exercise.
Time frame: 5 days
Population: Data were not collected
Nadir BG During Exercise.
Time frame: 5 days
Population: Data were not collected
Number of Hypoglycemic Episodes During Exercise.
Time frame: 5 days
Population: Data were not collected
Number of Hypoglycemic Events as Determined From GlucoScout and HemoCue Measurements.
Time frame: 5 days
Population: Data were not collected
Percentage of Subjects With Mean BG < 154 mg/dl.
This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
Time frame: 5 days
Population: This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Bionic Pancreas | Percentage of Subjects With Mean BG < 154 mg/dl. | 100 percentage of participants |
Percentage of the Subset of BG Values Less Than 70 mg/dl as Determined From All All HemoCue Measurements Taken During the Daytime and Scheduled GlucoScout Measurements Taken During the Nighttime.
Time frame: 5 days
Population: This outcome measure was only assessed for the closed loop control period, and was not assessed during the usual care arm.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Bionic Pancreas | Percentage of the Subset of BG Values Less Than 70 mg/dl as Determined From All All HemoCue Measurements Taken During the Daytime and Scheduled GlucoScout Measurements Taken During the Nighttime. | 4.8 percentage of time | Standard Deviation 5.2 |
Difference in the Percentage of Subjects With Mean CGMG <154mg/dl During the Closed-loop Period vs. the Usual Care Period
Time frame: 5 days
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Bionic Pancreas | Difference in the Percentage of Subjects With Mean CGMG <154mg/dl During the Closed-loop Period vs. the Usual Care Period | 55 percentage of subjects |
Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl
Time frame: Days 2-5
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Bionic Pancreas | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | <70mg/dL | 4.1 percentage of time | Standard Deviation 3.5 |
| Bionic Pancreas | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | 70-120mg/dL | 47.7 percentage of time | Standard Deviation 10.5 |
| Bionic Pancreas | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | 70-180mg/dL | 79.5 percentage of time | Standard Deviation 8.3 |
| Bionic Pancreas | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | >180mg/dL | 16.5 percentage of time | Standard Deviation 7.9 |
| Usual Care | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | >180mg/dL | 33.8 percentage of time | Standard Deviation 16.4 |
| Usual Care | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | <70mg/dL | 7.3 percentage of time | Standard Deviation 4.7 |
| Usual Care | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | 70-180mg/dL | 58.8 percentage of time | Standard Deviation 14.6 |
| Usual Care | Fraction of Time Spent Within Each of the Following Glucose Ranges: < 70 mg/dl,70-120 mg/dl,70-180 mg/dl,>180 mg/dl,>250 mg/dl | 70-120mg/dL | 30.8 percentage of time | Standard Deviation 15.7 |
Mean Blood Sugar as Measured by Continuous Glucose Monitor (CGM) Readings
Time frame: Days 2-5
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Bionic Pancreas | Mean Blood Sugar as Measured by Continuous Glucose Monitor (CGM) Readings | 133 mg/dL | Standard Deviation 13 |
| Usual Care | Mean Blood Sugar as Measured by Continuous Glucose Monitor (CGM) Readings | 159 mg/dL | Standard Deviation 30.4 |
Percentage of Subjects With Mean CGMG < 154mg/dl
Time frame: 5 days
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Bionic Pancreas | Percentage of Subjects With Mean CGMG < 154mg/dl | 100 percentage of subjects |
| Usual Care | Percentage of Subjects With Mean CGMG < 154mg/dl | 45 percentage of subjects |