Closed Loop Context Aware AID
Assessment of a Fully-closed Loop AID System With a Context-aware Hyperglycemia Pattern Detection and Dosing Algorithm in People With Type 1 Diabetes
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Leah Wilson, MD
- Phone Number: 503-494-3273
- Email: wilsolea@ohsu.edu
Study Contact Backup
- Name: Deborah Branigan
- Phone Number: 5034189070
- Email: branigad@ohsu.edu
Study Locations
-
-
Oregon
-
Portland, Oregon, United States, 97239
- Recruiting
- Oregon Health and Science University
-
Contact:
- Leah Wilson, MD
- Phone Number: 503-494-3273
- Email: wilsolea@ohsu.edu
-
Contact:
- Deborah Branigan
- Phone Number: 503-418-9070
- Email: branigad@ohsu.edu
-
Principal Investigator:
- Peter Jacobs, PhD
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Diagnosis of type 1 diabetes mellitus for at least 1 year.
- Male or female participants 18 and older.
- HbA1c or GMI ≥ 7.0% at screening.
- Physically willing and able to perform 30 min of exercise (as determined by the investigator after reviewing the participant's activity level).
- Current use of an FDA-approved hybrid closed loop system for ≥3 months.
- Lives with another person age 18 or older who will sleep in the house at night and that can attend the training on using the system.
- Lives within 40 miles of OHSU
- Total daily insulin requirement is less than 139 units/day.
- Able to read, write and understand spoken English
- Current use of a smartphone so can be contacted by study staff off-campus.
- Willingness to follow all study procedures, including attending all clinic visits.
- Willingness to sign informed consent and HIPAA documents.
Exclusion Criteria:
- GMI or A1c <6.5% or >10.5%
- Sensor glucose shows < 2% of time above 250 mg/dl in last 30 days.
- Individual of childbearing potential who is pregnant or intending to become pregnant or breast-feeding, or is not using adequate contraceptive methods. Acceptable contraception includes birth control pill / patch / vaginal ring, Depo-Provera, Norplant, an IUD, the double barrier method (the woman uses a diaphragm and spermicide and the man uses a condom), or abstinence.
- Any cardiovascular disease, defined as a clinically significant EKG abnormality at the time of screening or any history of: stroke, heart failure, myocardial infarction, angina pectoris, or coronary arterial bypass graft or angioplasty. Diagnosis of 2nd or 3rd degree heart block or any non-physiological arrhythmia judged by the investigator to be exclusionary.
- Renal insufficiency (GFR < 60 ml/min, using the MDRD equation as reported by the OHSU laboratory).
- Liver failure, cirrhosis, or any other liver disease that compromises liver function as determined by the investigator.
- History of severe hypoglycemia during the past 6 months prior to screening visit or hypoglycemia unawareness as judged by the investigator. Participants will complete a hypoglycemia awareness questionnaire. Participants will be excluded for four or more R responses.
- History of diabetes ketoacidosis during the prior 6 months prior to screening visit, as diagnosed on hospital admission or as judged by the investigator.
- Adrenal insufficiency.
- Any active infection (example skin infection requiring antibiotics)
- Known or suspected abuse of alcohol, narcotics, or illicit drugs.
- Seizure disorder.
- Active foot ulceration.
- Peripheral arterial disease.
- Major surgical operation within 30 days prior to screening.
- Use of an investigational drug within 30 days prior to screening.
- Chronic usage of any immunosuppressive medication (such as cyclosporine, azathioprine, sirolimus, or tacrolimus).
- Bleeding disorder or platelet count below 50,000.
- Allergy to Fiasp insulin
- Current administration of oral or parenteral corticosteroids.
- Any life threatening disease, including malignant neoplasms and medical history of malignant neoplasms within the past 5 years prior to screening (except basal and squamous cell skin cancer).
- Use of beta blockers or non-dihydropyridine calcium channel blockers.
- Current use of any medication that can lower glucose other than insulin (ex. Wegovy, Jardiance) with the exception of metformin if dose has been stable for ≥3 months and patient willing to not change dose during study.
- Gastroparesis
- Diet consisting of less than 50 grams of carbohydrates per day.
- A positive response to any of the questions from the Physical Activity Readiness Questionnaire with one exception: participant will not be excluded if he/she takes a single blood pressure medication that doesn't impact heart rate and blood pressure is controlled on the medication (blood pressure is less than 140/90 mmHg).
- Any chest discomfort with physical activity, including pain or pressure, or other types of discomfort.
- Any clinically significant disease or disorder which in the opinion of the Investigator may jeopardize the participant's safety or compliance with the protocol.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Treatment
- Allocation: N/A
- Interventional Model: Single Group Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: iPancreas automated insulin delivery system
Participants will use the iPancreas automated insulin delivery system for 4 weeks at home.
After 3 weeks of collecting high blood sugar pattern data, the high blood sugar pattern detection and dosing feature will be turned on.
|
The Model Predictive Control (MPC) insulin infusion algorithm contains a model within the controller that takes as an input the aerobic metabolic expenditure in addition to the CGM and meal in puts.
The algorithm uses heart rate and accelerometer data collected on the patient's body to calculate metabolic expenditure (METs).
The METs then acts on the model for the insulin dynamics, whereby more energy expenditure and longer duration exercise can lead to a more substantial effect of insulin on the CGM.
The MPC also has missed meal insulin bolus detection where the system will calculate the amount of insulin that was missed for a meal.
The missed meal boluses can be delivered automatically without any input from the user.
This feature can also be disabled.
The MPC has a new feature called hyperglycemia pattern detection and dosing algorithm that will analyze problem patterns associated with high blood sugar and automatically calculate and deliver a correction dose.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Percent of time with sensor glucose less than 70 mg/dl
Time Frame: entire 4 week study
|
Assess the percent of time that the Dexcom G6 reported sensor glucose values less than 70 mg/dl comparing first 3 weeks vs. last week
|
entire 4 week study
|
|
Percent of time with sensor glucose less than 54 mg/dl
Time Frame: entire 4 week study
|
Assess the percent of time that the Dexcom G6 reported sensor glucose values less than 54 mg/dl comparing first 3 weeks vs. last week
|
entire 4 week study
|
|
Percent of time the pattern evaluation windows occurred
Time Frame: entire 4 week study
|
To assess the hyperglycemia pattern detection and dosing feature by evaluating the percent time that the feature is active in detecting hyperglycemic patterns during the pattern evaluation windows calculated as: (minutes in pattern evaluation window) / (total minutes) * 100
|
entire 4 week study
|
|
Percent of time with sensor glucose greater than 250 mg/dl
Time Frame: entire 4 week study
|
Assess the percent of time that the Dexcom G6 reported sensor glucose values more than 250 mg/dl comparing first 3 weeks vs. last week
|
entire 4 week study
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Percent of time with sensor glucose 70 to 180 mg/dl
Time Frame: entire 4 week study
|
Assess the percent of time that the Dexcom G6 reported sensor glucose values between 70-180 mg/dl comparing first 3 weeks vs. last week
|
entire 4 week study
|
|
Percent of time with sensor glucose 70 to 140 mg/dl
Time Frame: entire 4 week study
|
Assess the percent of time that the Dexcom G6 reported sensor glucose values between 70-140 mg/dl comparing first 3 weeks vs. last week
|
entire 4 week study
|
|
Percent of time with sensor glucose greater than 180 mg/dl
Time Frame: entire 4 week study
|
Assess the percent of time that the Dexcom G6 reported sensor glucose values more than 180 mg/dl
|
entire 4 week study
|
|
Coefficient of variation of glucose
Time Frame: entire 4 week study
|
Assess the coefficient of variation of sensor glucose reported from the Dexcom G6 CGM comparing first 3 weeks vs. last week
|
entire 4 week study
|
|
Insulin delivered
Time Frame: entire 4 week study
|
Assess the insulin delivered in units/kg/day comparing first 3 weeks vs. last week
|
entire 4 week study
|
|
Hypoglycemia treatments
Time Frame: entire 4 week study
|
Assess the number of hypoglycemia treatments (counted as 15 grams of oral carbohydrate) per day comparing first 3 weeks vs. last week
|
entire 4 week study
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Principal Investigator: Leah Wilson, MD, Oregon Health and Science University
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 26005
- R01DK122583-01 (U.S. NIH Grant/Contract)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.