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Early Feasibility Study of Adaptive Advisory/Automated (AAA) Control of Type 1 Diabetes

Primary Purpose

Type 1 Diabetes Mellitus

Status
Terminated
Phase
Not Applicable
Locations
United States
Study Type
Interventional
Intervention
AAA control
CGM + insulin pump at home
Sponsored by
Sue Brown
About
Eligibility
Locations
Arms
Outcomes
Full info

About this trial

This is an interventional supportive care trial for Type 1 Diabetes Mellitus focused on measuring Type 1 Diabetes Mellitus, Artificial Pancreas, Diabetes Assistant (DiAs), Continuous Glucose Monitor

Eligibility Criteria

21 Years - 64 Years (Adult)All SexesDoes not accept healthy volunteers

Inclusion Criteria:

  1. ≥21 and <65 years old.
  2. Clinical diagnosis of type 1 diabetes mellitus. For an individual to be enrolled at least one criterion from each list must be met.

    o Criteria for documented hyperglycemia (at least 1 must be met): i. Fasting glucose ≥126 mg/dL - confirmed ii. Two-hour Oral Glucose Tolerance Test glucose ≥200 mg/dL - confirmed iii. Hemoglobin A1C (HbA1c) ≥6.5% documented - confirmed iv. Random glucose ≥200 mg/dL with symptoms v. No data at diagnosis is available but the participant has a convincing history of hyperglycemia consistent with diabetes

    o Criteria for requiring insulin at diagnosis (1 must be met): i. Participant required insulin at diagnosis and continually thereafter ii. Participant did not start insulin at diagnosis but upon investigator review likely needed insulin (significant hyperglycemia that did not respond to oral agents) and did require insulin eventually and used continually iii. Participant did not start insulin at diagnosis but continued to be hyperglycemic, had positive islet cell antibodies - consistent with latent autoimmune diabetes in adults (LADA) and did require insulin eventually and used continually

  3. Use of an insulin pump to treat his/her diabetes for at least 1 year.
  4. Familiarity with a bolus calculator with the current insulin pump with pre-defined parameters for carbohydrate ratio, insulin sensitivity factor (ISF), target glucose and active insulin.
  5. HbA1c <9% as measured with DCA2000 or equivalent device.
  6. Not currently known to be pregnant, breast feeding, or intending to become pregnant (females).
  7. Demonstration of proper mental status and cognition for the study.
  8. Willingness to avoid consumption of acetaminophen-containing products 24 hours prior to and during CGM use.
  9. Ability to access the Internet and upload CGM data via the company software during the data collection period.
  10. If on antihypertensive, thyroid, anti-depressant or lipid lowering medication, have stability on the medication for at least 2 months prior to enrollment in the study.

Exclusion Criteria

  1. Severe hypoglycemia resulting in seizure, loss of consciousness, or diabetic ketoacidosis within the 12 months prior to enrollment.
  2. Pregnancy; breast feeding, or intention of becoming pregnant.
  3. Uncontrolled arterial hypertension (Resting diastolic blood pressure >90 mmHg and/or systolic blood pressure >160 mmHg).
  4. Conditions which may increase the risks associated with possible hypoglycemia, such as any active cardiac disorder/arrhythmia, uncontrolled coronary artery disease during the previous year (e.g. history of myocardial infarction, acute coronary syndrome, therapeutic coronary intervention, coronary bypass or stenting procedure, stable or unstable angina, episode of chest pain of cardiac etiology with documented EKG changes, or positive stress test or catheterization with coronary blockages >50%), congestive heart failure, history of cerebrovascular event, seizure disorder, syncope, uncontrolled adrenal insufficiency, neurologic disease or atrial fibrillation.
  5. Self-reported hypoglycemia unawareness.
  6. History of a systemic or deep tissue infection with methicillin-resistant staph aureus or Candida albicans.
  7. Use of a device that may pose electromagnetic compatibility issues and/or radiofrequency interference with the Continuous Glucose Monitor (CGM) (implantable cardioverter-defibrillator, electronic pacemaker, neurostimulator, intrathecal pump, and cochlear implants).
  8. Anticoagulant therapy other than aspirin.
  9. Oral steroids.
  10. Subjects currently taking Amylin.
  11. Medical condition requiring use of an acetaminophen-containing medication that cannot be withheld for the study sessions.
  12. Psychiatric disorders that would interfere with study tasks (e.g. inpatient psychiatric treatment within 6 months prior to enrollment).
  13. Mental incapacity, unwillingness or language barriers precluding adequate understanding or cooperation.
  14. Known current or recent alcohol or drug abuse.
  15. Medical conditions that would make operating a CGM, the Diabetes Assistant (DiAs) cell phone or insulin pump difficult (e.g. blindness, severe arthritis, immobility).
  16. Any skin condition that prevents sensor or pump placement on the abdomen or arm (e.g. bad sunburn, pre-existing dermatitis, intertrigo, psoriasis, extensive scarring, and cellulitis).
  17. In adherence with the One Touch Ultra 2 User Guide that may be used in the experimental session and overnight during substudy, subjects with hematocrit levels less than 30% and above 55% will be excluded.
  18. Impaired hepatic function measured as alanine aminotransferase or aspartate aminotransferase

    ≥three times the upper reference limit.

  19. Impaired renal function measured as creatinine >1.2 times above the upper limit of normal.
  20. Uncontrolled microvascular (diabetic) complications, such as current proliferative diabetic retinopathy or macular edema, known diabetic nephropathy (other than microalbuminuria with normal creatinine) or neuropathy requiring treatment.
  21. Active gastroparesis requiring current medical therapy.
  22. If on antihypertensive, thyroid, anti-depressant or lipid lowering medication, lack of stability on the medication for the past 2 months prior to enrollment in the study.
  23. Uncontrolled thyroid disease.
  24. Known bleeding diathesis or dyscrasia.
  25. Known allergy to medical adhesives, components of the insulin pump insertion set or continuous glucose monitor sensor.
  26. Active enrollment in another treatment clinical trial. Observational trials may be permitted at the discretion of the study physician.
  27. Use of anti-diabetic agents other than continuous subcutaneous insulin infusion (CSII) including long-acting insulin, intermediate-acting insulin, metformin, sulfonylureas, meglitinides, thiazolidinediones, Dipeptidyl peptidase-4 inhibitors, glucagon- like peptide 1 agonists, and alpha-glucosidase inhibitors
  28. Unwillingness to use an approved form of birth control during this study by a sexually active female participant.
  29. Subjects with basal rates less than 0.01U/hr.

RESTRICTIONS ON USE OF OTHER DRUGS OR TREATMENTS

  1. Use of anti-diabetic agents other than CSII including long-acting insulin, intermediate-acting insulin, metformin, sulfonylureas, meglitinides, thiazolidinediones, Dipeptidyl peptidase-4 inhibitors, glucagon- like peptide 1 agonists, and alpha-glucosidase inhibitors.
  2. Acetaminophen will be restricted starting 24 hours prior to CGM use.
  3. Medications that block symptoms of hypoglycemia, including but not limited to beta blockers.

Sites / Locations

  • University of Virginia Center for Diabetes Technology

Arms of the Study

Arm 1

Arm 2

Arm Type

Experimental

Active Comparator

Arm Label

AAA Control

CGM + insulin pump at home

Arm Description

Subjects will use their home insulin pump along with a continuous glucose monitor (CGM) receiver. A CGM will be worn for 7 days prior to the study admission. Four fingersticks completed each day and carbohydrates will be recorded in bolus calculator of their insulin pump prior to each meal. Subjects will be asked to provide the study team their insulin pump data on Day 2 or 3 to ensure accuracy of data collection. Subjects will be asked to submit insulin pump, glucometer, and CGM data 1-2 days prior to their admission and again the evening prior to the study admission at a Research House. During the Experimental Admission, the AAA system will be tested using the DiAs platform. Subjects will participate in 45 minutes of exercise during the 40 hour admission (n=36). A subset (n=5-7) will continue with 5 nights of consecutive closed loop control (23:00-07:00).

The experimental and control admissions (40hr admissions) are exactly the same except for the study admission. During the Control Admission, subjects will use their home insulin pump along with a continuous glucose monitor receiver without running any specialized mathematical equations. The active comparator for subjects participating in 5 consecutive nights of closed loop control will be the sensor-augmented pump therapy at home.

Outcomes

Primary Outcome Measures

Evaluating the risk for hypoglycemia as measured by the Low Blood Glucose Index
Primary goal is to evaluate the ability of the AAA Control to prevent hypoglycemia with the outcome measure of Low Blood Glucose Index.
Time in range overnight
For subjects participating in consecutive overnight control, will assess time in range (80-140mg/dL) overnight in closed loop control compared to sensor-augmented pump therapy.

Secondary Outcome Measures

Time within target range
Closed loop control will improve the time spent within the target range of 70-180 mg/dl (computed from retrofitted CGM data).

Full Information

First Posted
August 14, 2013
Last Updated
March 30, 2015
Sponsor
Sue Brown
Collaborators
DexCom, Inc., Roche Diagnostics
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1. Study Identification

Unique Protocol Identification Number
NCT01939834
Brief Title
Early Feasibility Study of Adaptive Advisory/Automated (AAA) Control of Type 1 Diabetes
Official Title
Early Feasibility Study of Adaptive Advisory/Automated (AAA) Control of Type 1 Diabetes
Study Type
Interventional

2. Study Status

Record Verification Date
March 2015
Overall Recruitment Status
Terminated
Why Stopped
Subjects preferred the 5 night overnight system in terms of ease of use.
Study Start Date
December 2013 (undefined)
Primary Completion Date
January 2014 (Actual)
Study Completion Date
January 2014 (Actual)

3. Sponsor/Collaborators

Responsible Party, by Official Title
Sponsor-Investigator
Name of the Sponsor
Sue Brown
Collaborators
DexCom, Inc., Roche Diagnostics

4. Oversight

Data Monitoring Committee
No

5. Study Description

Brief Summary
The purpose of this study is to use an Advisory/Automated Adaptive (AAA) Control system for insulin delivery in adults with Type 1 Diabetes (T1DM) in an outpatient setting to evaluate the system's ability to significantly improve blood glucose levels. One component of this study is evaluating if the AAA Control system run on the Diabetes Assistant (DiAs) system can prevent hypoglycemia during and following exercise more efficiently during a 40 hour trial. Another component of this study is evaluating AAA Control overnight only in 5 consecutive overnights. This protocol represents a culmination of prior clinical trials in development of this AAA system and benefits from the synthesis of those components.
Detailed Description
The primary goal of this study is to test an Advisory/Automated Adaptive (AAA) Control system, which includes three interacting control modules: Module 1 - Automated Safety Supervision (SSM) responsible for prevention of hypoglycemia, which can be adapted (individualized) with prior data for each subject; Module 2 - Advisory Module (AM) responsible for pre-meal boluses and postprandial corrections, which can be adapted (individualized) with prior data for each subject; Module 3 -- Automated Basal Rate Module (BRM) responsible for augmentation of basal rate to compensate for changes in insulin sensitivity, particularly overnight (e.g. dawn phenomenon), which can be adapted with prior data for each subject. Daytime control (40hour studies) includes all 3 modules (n=36). Overnight only closed loop control (5 consecutive overnights) includes Module 1 and 3 (n=5-7).

6. Conditions and Keywords

Primary Disease or Condition Being Studied in the Trial, or the Focus of the Study
Type 1 Diabetes Mellitus
Keywords
Type 1 Diabetes Mellitus, Artificial Pancreas, Diabetes Assistant (DiAs), Continuous Glucose Monitor

7. Study Design

Primary Purpose
Supportive Care
Study Phase
Not Applicable
Interventional Study Model
Crossover Assignment
Masking
None (Open Label)
Allocation
Randomized
Enrollment
6 (Actual)

8. Arms, Groups, and Interventions

Arm Title
AAA Control
Arm Type
Experimental
Arm Description
Subjects will use their home insulin pump along with a continuous glucose monitor (CGM) receiver. A CGM will be worn for 7 days prior to the study admission. Four fingersticks completed each day and carbohydrates will be recorded in bolus calculator of their insulin pump prior to each meal. Subjects will be asked to provide the study team their insulin pump data on Day 2 or 3 to ensure accuracy of data collection. Subjects will be asked to submit insulin pump, glucometer, and CGM data 1-2 days prior to their admission and again the evening prior to the study admission at a Research House. During the Experimental Admission, the AAA system will be tested using the DiAs platform. Subjects will participate in 45 minutes of exercise during the 40 hour admission (n=36). A subset (n=5-7) will continue with 5 nights of consecutive closed loop control (23:00-07:00).
Arm Title
CGM + insulin pump at home
Arm Type
Active Comparator
Arm Description
The experimental and control admissions (40hr admissions) are exactly the same except for the study admission. During the Control Admission, subjects will use their home insulin pump along with a continuous glucose monitor receiver without running any specialized mathematical equations. The active comparator for subjects participating in 5 consecutive nights of closed loop control will be the sensor-augmented pump therapy at home.
Intervention Type
Device
Intervention Name(s)
AAA control
Intervention Description
AAA control is a method to determine insulin dosing to keep glucose in range. AAA control is run on the DiAs which is a medical platform that uses a smart-phone to connect to a continuous glucose sensor to insulin pump. The cell phone runs the AAA control and is connected to work with the insulin pump and continuous glucose monitor to help keep the blood sugar in a desired range. AAA control will be tested in 40 hours sessions and 5 consecutive overnight sessions.
Intervention Type
Other
Intervention Name(s)
CGM + insulin pump at home
Intervention Description
The subject will be on their home insulin pump and using a CGM per their usual care.
Primary Outcome Measure Information:
Title
Evaluating the risk for hypoglycemia as measured by the Low Blood Glucose Index
Description
Primary goal is to evaluate the ability of the AAA Control to prevent hypoglycemia with the outcome measure of Low Blood Glucose Index.
Time Frame
40 hours
Title
Time in range overnight
Description
For subjects participating in consecutive overnight control, will assess time in range (80-140mg/dL) overnight in closed loop control compared to sensor-augmented pump therapy.
Time Frame
5 consecutive nights
Secondary Outcome Measure Information:
Title
Time within target range
Description
Closed loop control will improve the time spent within the target range of 70-180 mg/dl (computed from retrofitted CGM data).
Time Frame
40 hours

10. Eligibility

Sex
All
Minimum Age & Unit of Time
21 Years
Maximum Age & Unit of Time
64 Years
Accepts Healthy Volunteers
No
Eligibility Criteria
Inclusion Criteria: ≥21 and <65 years old. Clinical diagnosis of type 1 diabetes mellitus. For an individual to be enrolled at least one criterion from each list must be met. o Criteria for documented hyperglycemia (at least 1 must be met): i. Fasting glucose ≥126 mg/dL - confirmed ii. Two-hour Oral Glucose Tolerance Test glucose ≥200 mg/dL - confirmed iii. Hemoglobin A1C (HbA1c) ≥6.5% documented - confirmed iv. Random glucose ≥200 mg/dL with symptoms v. No data at diagnosis is available but the participant has a convincing history of hyperglycemia consistent with diabetes o Criteria for requiring insulin at diagnosis (1 must be met): i. Participant required insulin at diagnosis and continually thereafter ii. Participant did not start insulin at diagnosis but upon investigator review likely needed insulin (significant hyperglycemia that did not respond to oral agents) and did require insulin eventually and used continually iii. Participant did not start insulin at diagnosis but continued to be hyperglycemic, had positive islet cell antibodies - consistent with latent autoimmune diabetes in adults (LADA) and did require insulin eventually and used continually Use of an insulin pump to treat his/her diabetes for at least 1 year. Familiarity with a bolus calculator with the current insulin pump with pre-defined parameters for carbohydrate ratio, insulin sensitivity factor (ISF), target glucose and active insulin. HbA1c <9% as measured with DCA2000 or equivalent device. Not currently known to be pregnant, breast feeding, or intending to become pregnant (females). Demonstration of proper mental status and cognition for the study. Willingness to avoid consumption of acetaminophen-containing products 24 hours prior to and during CGM use. Ability to access the Internet and upload CGM data via the company software during the data collection period. If on antihypertensive, thyroid, anti-depressant or lipid lowering medication, have stability on the medication for at least 2 months prior to enrollment in the study. Exclusion Criteria Severe hypoglycemia resulting in seizure, loss of consciousness, or diabetic ketoacidosis within the 12 months prior to enrollment. Pregnancy; breast feeding, or intention of becoming pregnant. Uncontrolled arterial hypertension (Resting diastolic blood pressure >90 mmHg and/or systolic blood pressure >160 mmHg). Conditions which may increase the risks associated with possible hypoglycemia, such as any active cardiac disorder/arrhythmia, uncontrolled coronary artery disease during the previous year (e.g. history of myocardial infarction, acute coronary syndrome, therapeutic coronary intervention, coronary bypass or stenting procedure, stable or unstable angina, episode of chest pain of cardiac etiology with documented EKG changes, or positive stress test or catheterization with coronary blockages >50%), congestive heart failure, history of cerebrovascular event, seizure disorder, syncope, uncontrolled adrenal insufficiency, neurologic disease or atrial fibrillation. Self-reported hypoglycemia unawareness. History of a systemic or deep tissue infection with methicillin-resistant staph aureus or Candida albicans. Use of a device that may pose electromagnetic compatibility issues and/or radiofrequency interference with the Continuous Glucose Monitor (CGM) (implantable cardioverter-defibrillator, electronic pacemaker, neurostimulator, intrathecal pump, and cochlear implants). Anticoagulant therapy other than aspirin. Oral steroids. Subjects currently taking Amylin. Medical condition requiring use of an acetaminophen-containing medication that cannot be withheld for the study sessions. Psychiatric disorders that would interfere with study tasks (e.g. inpatient psychiatric treatment within 6 months prior to enrollment). Mental incapacity, unwillingness or language barriers precluding adequate understanding or cooperation. Known current or recent alcohol or drug abuse. Medical conditions that would make operating a CGM, the Diabetes Assistant (DiAs) cell phone or insulin pump difficult (e.g. blindness, severe arthritis, immobility). Any skin condition that prevents sensor or pump placement on the abdomen or arm (e.g. bad sunburn, pre-existing dermatitis, intertrigo, psoriasis, extensive scarring, and cellulitis). In adherence with the One Touch Ultra 2 User Guide that may be used in the experimental session and overnight during substudy, subjects with hematocrit levels less than 30% and above 55% will be excluded. Impaired hepatic function measured as alanine aminotransferase or aspartate aminotransferase ≥three times the upper reference limit. Impaired renal function measured as creatinine >1.2 times above the upper limit of normal. Uncontrolled microvascular (diabetic) complications, such as current proliferative diabetic retinopathy or macular edema, known diabetic nephropathy (other than microalbuminuria with normal creatinine) or neuropathy requiring treatment. Active gastroparesis requiring current medical therapy. If on antihypertensive, thyroid, anti-depressant or lipid lowering medication, lack of stability on the medication for the past 2 months prior to enrollment in the study. Uncontrolled thyroid disease. Known bleeding diathesis or dyscrasia. Known allergy to medical adhesives, components of the insulin pump insertion set or continuous glucose monitor sensor. Active enrollment in another treatment clinical trial. Observational trials may be permitted at the discretion of the study physician. Use of anti-diabetic agents other than continuous subcutaneous insulin infusion (CSII) including long-acting insulin, intermediate-acting insulin, metformin, sulfonylureas, meglitinides, thiazolidinediones, Dipeptidyl peptidase-4 inhibitors, glucagon- like peptide 1 agonists, and alpha-glucosidase inhibitors Unwillingness to use an approved form of birth control during this study by a sexually active female participant. Subjects with basal rates less than 0.01U/hr. RESTRICTIONS ON USE OF OTHER DRUGS OR TREATMENTS Use of anti-diabetic agents other than CSII including long-acting insulin, intermediate-acting insulin, metformin, sulfonylureas, meglitinides, thiazolidinediones, Dipeptidyl peptidase-4 inhibitors, glucagon- like peptide 1 agonists, and alpha-glucosidase inhibitors. Acetaminophen will be restricted starting 24 hours prior to CGM use. Medications that block symptoms of hypoglycemia, including but not limited to beta blockers.
Overall Study Officials:
First Name & Middle Initial & Last Name & Degree
Sue Brown, MD
Organizational Affiliation
University of Virginia Center for Diabetes Technology
Official's Role
Principal Investigator
Facility Information:
Facility Name
University of Virginia Center for Diabetes Technology
City
Charlottesville
State/Province
Virginia
ZIP/Postal Code
22903
Country
United States

12. IPD Sharing Statement

Citations:
PubMed Identifier
25594434
Citation
Brown SA, Kovatchev BP, Breton MD, Anderson SM, Keith-Hynes P, Patek SD, Jiang B, Ben Brahim N, Vereshchetin P, Bruttomesso D, Avogaro A, Del Favero S, Boscari F, Galasso S, Visentin R, Monaro M, Cobelli C. Multinight "bedside" closed-loop control for patients with type 1 diabetes. Diabetes Technol Ther. 2015 Mar;17(3):203-9. doi: 10.1089/dia.2014.0259. Epub 2015 Jan 16.
Results Reference
result

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Early Feasibility Study of Adaptive Advisory/Automated (AAA) Control of Type 1 Diabetes

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