Fully Automated Closed Loop Control in Adolescents With Type 1 Diabetes

Not Applicable

Completed

Conditions: Type 1 Diabetes

Interventions: Device: RocketAP
Device: USS Virginia

Registration Number: NCT04545567

Lead Sponsor: University of Virginia

Brief Summary: The study team will be comparing two investigational Artificial Pancreas (AP) systems that the UVA Center for Diabetes Technology has developed. An artificial pancreas system delivers insulin automatically based on a blood glucose level that is provided from a continuous glucose monitor (CGM).

Detailed Description: Maintaining blood glucose (BG) control among adolescents with Type 1 diabetes (T1D) is arguably the greatest challenge in the entire field of T1D. One reason for this poor control relates to missed meal boluses, which affects 65% of adolescents at least once weekly, with 38% missing at least 15% of their boluses. Adolescents who miss four boluses weekly experience an increase of 1% in their HbA1c. While the advent of the artificial pancreas (AP) offers promise of safe reductions in HbA1c, the study team previously found that the AP only partly compensates for missed prandial insulin -demonstrating that some form of meal announcement is necessary for good BG control, even with an AP. One way to automate this process is by sharing the prandial dosing responsibilities between an automated insulin priming (based on continuous glucose monitor condition predictive of a safe situation for such insulin dosing) and a closed loop controller capable of reconstructing (estimating) the prevailing glucose rate of appearance from an unannounced meal. The study team has developed such an insulin priming schema and integrated it into a new version of the robust Model Predictive Controller University of Virginia AP system (called the RocketAP).

In the current study, the investigators are testing this new AP system in two configurations: hybrid and fully automated, among up to 20 adolescents. The primary outcome will be one of efficacy in assessing how well the new system controls post-prandial BG in the absence of carbohydrate (CHO) announcement as compared to the same situation but using the Control-IQ closed loop algorithm, also designed at UVa and using the same modular architecture and safety system, but without insulin priming and with a less advanced model-based controller. Further comparisons will be made to BG control on RocketAP with CHO announcement and on Control-IQ with CHO announcement. Adolescents will be started on the respective University of Virginia AP systems (RocketAP and Control-IQ in random order, both implemented on the DiAs platform, MAF 2109) and followed over the course of two dinners on each of the two platforms: a dinner where CHO is announced as normal and the 2nd where no announcement is made.

The study team hypothesize that performances of RocketAP in fully automated mode will lie in between Hybrid and Fully Automated Control-IQ. In time, this may provide an opportunity to improve BG control among adolescents who miss meal announcement.

Recruitment & Eligibility

Status: COMPLETED

Sex: All

Target Recruitment: 21

Inclusion Criteria

Age ≥12.0 and ≤25 years old at time of consent
Clinical diagnosis, based on investigator assessment, of type 1 diabetes for at least one year
Currently using insulin for at least six months
Currently using insulin pump for at least three months
Using insulin parameters such as carbohydrate ratio and correction factors consistently on their pump in order to dose insulin for meals or corrections
Access to internet and willingness to upload data during the study as needed
For females, not currently known to be pregnant or breastfeeding
If female and sexually active, must agree to use a form of contraception to prevent pregnancy while a participant in the study. A negative serum or urine pregnancy test will be required for all females of childbearing potential. Participants who become pregnant will be discontinued from the study. Also, participants who during the study develop and express the intention to become pregnant within the timespan of the study will be discontinued.
Willingness to suspend use of any personal CGM for the duration of the clinical trial once the study CGM is in use
Willingness to use the UVa artificial pancreas system throughout study sessions.
Willingness to switch to lispro (Humalog) or aspart (Novolog) if not using already, and to use no other insulin besides lispro (Humalog) or aspart (Novolog) during the study
Total daily insulin dose (TDD) at least 10 U/day and not more than 100 U/d
Willingness not to start any new non-insulin glucose-lowering agent during the course of the trial (including metformin, GLP-1 agonists, pramlintide, DPP-4 inhibitors, biguanides, sulfonylureas and naturaceuticals)
Willingness to eat at least 1 g/kg of carbohydrate per day during the camp/hotel admission
Willingness to reschedule Study Dinner Sessions if placed on oral steroids
An understanding and willingness to follow the protocol and signed informed consent

Exclusion Criteria

History of diabetic ketoacidosis (DKA) in the 12 months prior to enrollment
Severe hypoglycemia resulting in seizure or loss of consciousness in the 12 months prior to enrollment
Pregnancy or intent to become pregnant during the trial
Currently being treated for a seizure disorder
Planned surgery during study duration
Treatment with any non-insulin glucose-lowering agent (including metformin, GLP-1 agonists, pramlintide, DPP-4 inhibitors, SGLT-2 inhibitors, biguanides, sulfonylureas and naturaceuticals)
A known medical condition that in the judgment of the investigator might interfere with the completion of the protocol.
Use of an automated insulin delivery mechanism that is not downloadable by the subject or study team

Study & Design

Study Type: INTERVENTIONAL

Study Design: CROSSOVER

Arm && Interventions

Group	Intervention	Description
RocketAP	RocketAP	Adolescents will be assessed for a 48-70 hour period on the Rocket AP. This time will include two dinner times, one with and one without announcement of carbohydrate content. This is a cross-over study, so all participants will also be tested on the USS Virginia system under the same conditions.
USS Virginia	USS Virginia	Adolescents will be assessed for a 48-70 hour period on the USS Virginia system. This time will include two dinner times, one with and one without announcement of carbohydrate content. This is a cross-over study, so all participants will also be tested on the Rocket AP system under the same conditions.

Primary Outcome Measures

Name	Time	Method
Percentage of Time From Dinner Time Until Midnight With Blood Glucose in Range 70-180 mg/dL in the Unannounced Meal	6 hours	Percentage of time from dinner time until midnight with blood glucose in range 70-180 mg/dL in the unannounced meal

Secondary Outcome Measures

Name	Time	Method
Percentage of Time From Dinner Time Until Midnight With Blood Glucose in Range < 70 mg/dL	6 hours	Percentage of Time From Dinner Time Until Midnight With Blood Glucose in Range \< 70 mg/dL
Percentage of Time From Dinner Time Until Dinner Time + 12h With Blood Glucose in Range 70-180 mg/dL	12 hours	Percentage of time from dinner time until dinner time + 12h with blood glucose in range 70-180 mg/dL
Number of Hypoglycemia Events From Dinner Time Until Dinner Time + 12h	12 hours	Number of hypoglycemia events from dinner Time until dinner time + 12h
The Blood Glucose Area Under the Curve (AUC) From Dinner Until Dinner + 12h, Accounting for the Initial Blood Glucose Value	12 hours	The Blood Glucose Area Under the Curve (AUC) From Dinner Until dinner + 12h, Accounting for the Initial Blood Glucose Value
Units of Insulin Injected Outside of the Study Dinner Sessions	36 hours	Units of insulin injected outside of the Study Dinner Sessions
Number of Hypoglycemia Events From Dinner Time Until Midnight	6 hours	Number of hypoglycemia events from dinner time until midnight
Percentage of Time From Dinner Time Until Dinner Time + 12h With Blood Glucose in Range <70 mg/dL	12 hours	Percentage of time from dinner time until dinner time + 12h with blood Glucose in range \<70 mg/dL
Percentage of Time From Dinner Time Until Dinner Time + 12h With Blood Glucose >180 mg/dL	12 hours	Percentage of Time From Dinner Time Until Dinner Time + 12h With Blood Glucose \>180 mg/dL
Percentage of Time From Dinner Time Until Midnight With Blood Glucose in Range >180 mg/dL	6 hours	Percentage of Time From Dinner Time Until Midnight With Blood Glucose in Range \>180 mg/dL
Percentage of Time From Dinner Time Until Midnight With Blood Glucose in Range >250 mg/dL	6 hours	Percentage of Time From Dinner Time Until Midnight With Blood Glucose in Range \>250 mg/dL
Units of Insulin Injected From Dinner Time Until Midnight	6 hours	Units of insulin injected from dinner time until midnight
Percentage of Time From Dinner Time Until Dinner Time + 12h With Blood Glucose >250 mg/dL	12 hours	Percentage of Time From Dinner Time Until Dinner Time + 12h With Blood Glucose \>250 mg/dL
Units of Insulin Injected From Dinner Time Until Dinner Time + 12h	12 hours	Units of insulin injected from dinner time until dinner time + 12h
Percentage of Time Outside the Dinner Sessions With Blood Glucose in Range 70-180 mg/dL	36 hours	Percentage of Time outside the dinner sessions With Blood Glucose in Range 70-180 mg/dL
The Blood Glucose Area Under the Curve (AUC) From Dinner Until Midnight, Accounting for the Initial Blood Glucose Value	6 hours	The blood glucose area under the curve (AUC) from dinner until midnight, accounting for the initial blood glucose value.
Percentage of Time Outside of the Study Dinner Sessions With Blood Glucose <70 mg/dL	36 hours	Percentage of Time outside of the Study Dinner Sessions with Blood Glucose \<70 mg/dL
Percent of Time Outside of the Study Dinner Sessions With Blood Glucose >180 mg/dL	36 hours	Percent of Time Outside of the Study Dinner Sessions with Blood Glucose \>180 mg/dL
Percent Time Outside of the Study Dinner Sessions With Blood Glucose >250 mg/dL	36 hours	Percent Time Outside of the Study Dinner Sessions with Blood Glucose \>250 mg/dL
Number of Hypoglycemia Events Outside of the Study Dinner Sessions	36 hours	Number of hypoglycemia events outside of the Study Dinner Sessions