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| Name | Class |
|---|---|
| Juvenile Diabetes Research Foundation | OTHER |
| Oregon Health and Science University | OTHER |
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This study aims to test an insulin and glucagon delivery algorithm designed to be used in conjunction with a continuous glucose monitoring system. This combined glucose sensing/hormone delivery approach is a step on the way to eventual development of an artificial (or automated) pancreas. The insulin and glucagon delivery algorithm is based on the difference between the current blood glucose and the target glucose (proportional error) and the rate of change in blood glucose (derivative error), both adjusted for the recent glucose history. This algorithm is called the Fading Memory Proportional-Derivative (FMPD) Algorithm. The principal investigator of this study has published previous research regarding the use of this algorithm and found it to be well-suited to control blood glucose in type 1 diabetic animals. The addition of glucagon was helpful; better glycemic control with fewer glucose excursions were observed when small intermittent infusions of subcutaneous glucagon were given during times of impending low blood sugar (Ward et al. 2008).
The objective of the current human study is to compare glycemic control in persons with Type 1 Diabetes using the FMPD Insulin plus Glucagon Delivery Algorithm vs. the FMPD Insulin-Alone Algorithm. Subjects will undergo two 28-hour sensor-augmented glycemic control studies. Each subject will be fitted with two short term continuous glucose monitoring systems and two subcutaneous (SC) infusion catheters. These catheters will allow for SC delivery of insulin and glucagon (or insulin plus a glucagon placebo). The accuracy of the wire sensors will be verified every 10 minutes with a venous blood glucose test. For the first 4 hours, the insulin and glucagon delivery will be controlled by venous blood in order to assess and compare the accuracy of the two sensors, after which the more accurate sensor (if it remains accurate) will control the FMPD algorithm. The main outcomes of our study are time spent in the target range (70 - 180 mg/dl) and the percentage of studies requiring intervention due to hypoglycemia (glucose < 70 mg/dl). The accuracy of the sensors over the life of the study will also be evaluated.
The specific system used in this study of frequent blood testing and the use of two separate infusion pumps is not feasible for every day use for individuals with diabetes. However, if the glucose control algorithm (with or without the use of glucagon) provides effective blood glucose management over long time periods the calculation program may be integrated into a continuous blood glucose monitoring system with an insulin and glucagon pump.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Insulin + Placebo | Placebo Comparator | Glycemic control of subject participants was managed by the closed-loop system which delivered insulin and normal saline (instead of glucagon) as a placebo, based upon algorithm calculations. |
|
| Insulin + Glucagon | Active Comparator | Glycemic control of subject participants was managed by the system which delivered insulin and glucagon based upon algorithm calculations. |
|
| Pilot Study | Experimental | Pilot studies designed to assess safety of the system. Includes 6 participants undergoing 7 studies. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Insulin, Asp(B28)- | Drug | Insulin dosing and frequency calculated by Fading Memory Proportional Derivative algorithm |
|
| Measure | Description | Time Frame |
|---|---|---|
| Effectiveness of Closed Loop Diabetes Control | Effectiveness of closed loop diabetes control will be measured by mean glucose. | 1 year |
| Measure | Description | Time Frame |
|---|---|---|
| Percent of Time Venous Blood Glucose <70 mg/dl | 1 year |
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Inclusion Criteria:
Age 21-65, history of Type 1 Diabetes Mellitus for > 3 months.
Women:
Willingness to attend all clinic visits and participate in two 28-hour studies or one 9-hour study.
Hemoglobin A1C of 5.0-10%. (Values below 5.0 suggest a severe tendency towards hypoglycemia, and values above 10% suggest severely uncontrolled diabetes with risk for ketoacidosis.)
Body mass index of 19-35.
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| William K. Ward, MD | Legacy Health System | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Legacy Research | Portland | Oregon | 97232 | United States |
A total of 22 studies in 14 subjects were performed. 6 subjects participated in 7 9-hour pilot studies, 6 with insulin and glucagon and 1 with insulin + placebo to assess the safety of the protocol. 8 subjects then underwent 2 interventional studies each for a total of 16 studies, one with insulin and placebo and one with insulin and glucagon.
Patients were recruited from the Oregon Health and Science University (OHSU) outpatient clinics in Portland, Oregon.
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| ID | Title | Description |
|---|---|---|
| FG000 | Insulin + Glucagon -> Insulin + Placebo) | This group consists of x participants initially randomized to the insulin plus glucagon (latter to prevent hypoglycemia) intervention for glycemic control of type 1 diabetes during the first period, then insulin plus placebo in the second period. The control system was comprised of glucose sensors, a computer algorithm, and actuator pumps in a circuit meant to automatically adjust insulin and glucagon infusion rates based on glucose values delivered to the algorithm (a closed-loop system, as it is meant to exclude human intervention). |
| FG001 | Insulin + Placebo -> Insulin + Glucagon | This group consists of x participants initially randomized to the insulin plus placebo intervention for glycemic control of type 1 diabetes during the first period, then insulin plus glucagon (latter to prevent hypoglycemia) in the second period. The control system was comprised of glucose sensors, a computer algorithm, and actuator pumps in a circuit meant to automatically adjust insulin and glucagon infusion rates based on glucose values delivered to the algorithm (a closed-loop system, as it is meant to exclude human intervention). |
| FG002 | Pilot | Pilot studies included 6 participants, one of whom underwent an insulin + glucagon and an insulin + placebo study, while 5 underwent only one insulin + glucagon study. |
| Title | Milestones | Reasons Not Completed | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pilot Studies |
| |||||||||||||
| First Period (Initial Randomization) |
| |||||||||||||
| Second Period (Crossover) |
|
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| ID | Title | Description |
|---|---|---|
| BG000 | Insulin + Glucagon -> Insulin + Placebo) | This group consists of x participants initially randomized to the insulin plus glucagon (latter to prevent hypoglycemia) intervention for glycemic control of type 1 diabetes during the first period, then insulin plus placebo in the second period. The control system was comprised of glucose sensors, a computer algorithm, and actuator pumps in a circuit meant to automatically adjust insulin and glucagon infusion rates based on glucose values delivered to the algorithm (a closed-loop system, as it is meant to exclude human intervention). |
| Units | Counts |
|---|---|
| Participants |
|
| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Categorical | Count of Participants |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Effectiveness of Closed Loop Diabetes Control | Effectiveness of closed loop diabetes control will be measured by mean glucose. | The number of participants for analysis was determined was per protocol. | Posted | Mean | Standard Error | mg/dl | 1 year |
|
Over 1 year for entire research period, and over the study period for each individual study.
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | Insulin + Glucagon -> Insulin + Placebo) | This group consists of x participants initially randomized to the insulin plus glucagon (latter to prevent hypoglycemia) intervention for glycemic control of type 1 diabetes during the first period, then insulin plus placebo in the second period. The control system was comprised of glucose sensors, a computer algorithm, and actuator pumps in a circuit meant to automatically adjust insulin and glucagon infusion rates based on glucose values delivered to the algorithm (a closed-loop system, as it is meant to exclude human intervention). |
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| Term | Organ System | Source Vocabulary | Assessment Type | Notes | Statistical Information |
|---|---|---|---|---|---|
| Severe Hypoglycemia | Endocrine disorders | Systematic Assessment | Venous blood glucose < 60 mg/dl, requiring treatment with intravenous (IV) dextrose. |
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| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| W Kenneth Ward MD | Legacy Health System | 503-413-5171 | wardk@ohsu.edu |
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| ID | Term |
|---|---|
| D003922 | Diabetes Mellitus, Type 1 |
| D003920 | Diabetes Mellitus |
| D007333 | Insulin Resistance |
| D007003 | Hypoglycemia |
| ID | Term |
|---|---|
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
| D004700 | Endocrine System Diseases |
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| ID | Term |
|---|---|
| D061267 | Insulin Aspart |
| D005934 | Glucagon |
| D052216 | Glucagon-Like Peptide 1 |
| D000077330 | Saline Solution |
| D012965 | Sodium Chloride |
| ID | Term |
|---|---|
| D061266 | Insulin, Short-Acting |
| D061385 | Insulins |
| D010187 | Pancreatic Hormones |
| D036361 | Peptide Hormones |
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|
| Glucagon | Drug | During incipient hypoglycemia, glucagon was given in an attempt to prevent overt hypoglycemia. Dosing and frequency was calculated by the Fading Memory Proportional Derivative algorithm |
|
|
| Placebo | Drug | Saline solution 0.9% |
|
|
| NOT COMPLETED |
|
|
| NOT COMPLETED |
|
| BG001 | Insulin + Placebo -> Insulin + Glucagon | This group consists of x participants initially randomized to the insulin plus placebo intervention for glycemic control of type 1 diabetes during the first period, then insulin plus glucagon (latter to prevent hypoglycemia) in the second period. The control system was comprised of glucose sensors, a computer algorithm, and actuator pumps in a circuit meant to automatically adjust insulin and glucagon infusion rates based on glucose values delivered to the algorithm (a closed-loop system, as it is meant to exclude human intervention). |
| BG002 | Pilot | Pilot studies included 6 participants, one of whom underwent an insulin + glucagon and an insulin + placebo study, while 5 underwent only one insulin + glucagon study. |
| BG003 | Total | Total of all reporting groups |
| Participants |
|
| Age Continuous | Mean | Standard Deviation | years |
|
| Sex: Female, Male | Count of Participants | Participants |
|
| Region of Enrollment | Number | participants |
|
| Units | Counts |
|---|---|
| Participants |
|
|
| Secondary | Percent of Time Venous Blood Glucose <70 mg/dl | Posted | Mean | Standard Error | percent of time | 1 year |
|
|
|
| 0 |
| 4 |
| 4 |
| 4 |
| EG001 | Insulin + Placebo -> Insulin + Glucagon | This group consists of x participants initially randomized to the insulin plus placebo intervention for glycemic control of type 1 diabetes during the first period, then insulin plus glucagon (latter to prevent hypoglycemia) in the second period. The control system was comprised of glucose sensors, a computer algorithm, and actuator pumps in a circuit meant to automatically adjust insulin and glucagon infusion rates based on glucose values delivered to the algorithm (a closed-loop system, as it is meant to exclude human intervention). | 0 | 4 | 4 | 4 |
| EG002 | Pilot | Pilot studies included 6 participants, one of whom underwent an insulin + glucagon and an insulin + placebo study, while 5 underwent only one insulin + glucagon study. | 0 | 6 | 1 | 6 |
|
| Nausea and vomiting | Gastrointestinal disorders | Non-systematic Assessment | Nausea reported by patient (+/- vomiting), related to glucagon administration. |
|
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| D001327 | Autoimmune Diseases |
| D007154 | Immune System Diseases |
| D006946 | Hyperinsulinism |
| D006728 |
| Hormones |
| D006730 | Hormones, Hormone Substitutes, and Hormone Antagonists |
| D010455 | Peptides |
| D000602 | Amino Acids, Peptides, and Proteins |
| D052336 | Proglucagon |
| D004763 | Glucagon-Like Peptides |
| D005768 | Gastrointestinal Hormones |
| D000077324 | Crystalloid Solutions |
| D007552 | Isotonic Solutions |
| D012996 | Solutions |
| D004364 | Pharmaceutical Preparations |
| D002712 | Chlorides |
| D006851 | Hydrochloric Acid |
| D017606 | Chlorine Compounds |
| D007287 | Inorganic Chemicals |
| D017670 | Sodium Compounds |