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| ID | Type | Description | Link |
|---|---|---|---|
| 5R21DK085641 | U.S. NIH Grant/Contract | View source |
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| Name | Class |
|---|---|
| National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) | NIH |
| DexCom, Inc. | INDUSTRY |
| Insulet Corporation | INDUSTRY |
| Abbott Diabetes Care |
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The purpose of this study is to see if the Artificial Pancreas Platform (AP Platform = Cell Phone + Closed Loop Control) can successfully control blood sugar in people with type 1 diabetes mellitus on insulin pump therapy in a hospital setting. Investigators will also be studying to see if information about heart rate can help the AP Platform reduce hypoglycemia related to exercise.
The combination of the Control to Range system and the cell phone is called the "Artificial Pancreas (AP) Platform". The purpose of this study is to see if this investigational technology can help control blood sugar in people with type 1 diabetes mellitus on insulin pump therapy can be successfully used and supervised in a hospital setting. This study is also being done to see if giving information about heart rate to the Closed-to-Range System can reduce hypoglycemia as it relates to exercise. Subjects will exercise on an exercise bike in the clinical research unit. During one exercise testing session, the Closed-to-Range System will receive information about your heart rate (Experimental Condition). During the other exercise testing session, the Control to Range System will not receive information about your heart rate (Control Condition). This part of the study is being done to see whether heart rate information helps the Closed-to-Range System reduce the occurrences of exercise-related hypoglycemia.
The Closed-to-Range system has two parts (modules) that can work together or separately.
A. The Safety Supervision Module (SSM) helps to prevent low blood sugars. It can reduce the amount of basal insulin that the pump is delivering and alert you if carbohydrates are needed to help prevent a low blood sugar. This module will be active at all times during the operation of the Closed-to-Range System.
B. The Hyperglycemia Mitigation Module (HMM) helps to prevent high blood sugars. It can instruct the insulin pump to deliver small boluses to help prevent high blood sugar. It can also help warn you of a possible pump problem if the blood sugar level is not responding to the insulin as it should.
The Closed-to-Range System works with the insulin pump and continuous glucose monitor to help keep the blood sugar in a desired range (80-180 mg/dL) during the day and help avoid hypoglycemia during the night.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Experimental Condition: (Heart-Rate Informed SSM+HMM) | Experimental | An experimental condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is informed about heart rate |
|
| Control Condition (SSM+HMM) | No Intervention | A control condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is not informed about heart rate. |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Heart rate informed SSM+HMM | Device | The Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) of the Closed Loop is informed about heart rate during exercise. The goal is to demonstrate the feasibility of a modular insulin management system based on continuous glucose monitoring that additionally employs heart rate information to reduce exercise-related hypoglycemic episodes. |
| Measure | Description | Time Frame |
|---|---|---|
| Hypoglycemic Events | Plasma glucose based number of hypoglycemic events, defined as consecutive plasma readings below 70mg/dl to measure the capacity of the system to protect patients against the risk of hypoglycemia. Two events separated by only one Yellow Springs Instrument (YSI) value over 70 are considered to form a single event. | 26 hours (x2 admissions) |
| Measure | Description | Time Frame |
|---|---|---|
| Low Blood Glucose Index | A measure of the risk of hypoglycemia. It quantifies the frequency and the extent of low BG readings. A LBGI < 2.5 is associated with a low-risk of hypoglycemia, LBGI 2.5-5 is associated with a moderate risk of hypoglycemia, and LBGI > 5 is associated with a high-risk of hypoglycemia. | 26 hours (x2 admissions) |
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Inclusion Criteria
≥21 and <65 years old with clinical diagnosis of Type 1 Diabetes Mellitus for at least 1 year.
Criteria for documented hyperglycemia (at least 1 criterion must be met):
No data at diagnosis is available but the participant has a convincing history of hyperglycemia consistent with diabetes.
Criteria for requiring insulin at diagnosis (at least 1 criterion must be met):
Participant required insulin at diagnosis and continually thereafter
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
Participant did not start insulin at diagnosis but continued to be hyperglycemic, had positive islet cell antibodies - consistent with latent autoimmune diabetes (LADA) in adults and did require insulin eventually and used continually.
Criteria for Type 1 Diabetes Mellitus (at least 1 criterion must be met)
Documented low or absent C-peptide level.
Documented presence of Islet Cell Cytoplasmic Autoantibodies (ICA) or Glutamic Acid Decarboxylase (GAD65) antibodies.
Use of an insulin pump to treat his/her diabetes for at least 6 months
Actively using a bolus calculator with the current insulin pump with pre-defined parameters for carbohydrate (CHO) ratio, insulin sensitivity factor (ISF), and target glucose
HbA1c between 5.0% and 10.5% 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 during the study interventions involving continuous glucose monitor use.
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
Restrictions on use of other drugs or treatments
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| Name | Affiliation | Role |
|---|---|---|
| Marc Breton, Ph.D. | University of Virginia Center for Diabetes Technology | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of Virginia | Charlottesville | Virginia | 22908 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 24702135 | Result | Breton MD, Brown SA, Karvetski CH, Kollar L, Topchyan KA, Anderson SM, Kovatchev BP. Adding heart rate signal to a control-to-range artificial pancreas system improves the protection against hypoglycemia during exercise in type 1 diabetes. Diabetes Technol Ther. 2014 Aug;16(8):506-11. doi: 10.1089/dia.2013.0333. Epub 2014 Apr 4. |
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| ID | Title | Description |
|---|---|---|
| FG000 | Control First, Then Experimental | Control, SSM+HMM: A control condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is not informed about heart rate. Experimental, Heart-Rate Informed SSM: An experimental condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is informed about heart rate |
| FG001 | Experimental First, Then Control | Control, SSM+HMM: A control condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is not informed about heart rate. Experimental, Heart-Rate Informed SSM: An experimental condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is informed about heart rate |
| Title | Milestones | Reasons Not Completed | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall Study |
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| ID | Title | Description |
|---|---|---|
| BG000 | Control First, Then Experimental | Control, SSM+HMM: A control condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is not informed about heart rate. Experimental, Heart-Rate Informed SSM: An experimental condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is informed about heart rate |
| Units | Counts |
|---|---|
| Participants |
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| 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 | Hypoglycemic Events | Plasma glucose based number of hypoglycemic events, defined as consecutive plasma readings below 70mg/dl to measure the capacity of the system to protect patients against the risk of hypoglycemia. Two events separated by only one Yellow Springs Instrument (YSI) value over 70 are considered to form a single event. | Twelve subjects completed the study. The first two subjects were excluded from the analysis because of protocol violations during the exercise session (the intensity chosen was very high: rating of perceived exertion of 9 out of 10 instead of rating of perceived exertion of 9 out of 20). Results from the 10 remaining subjects are presented below. | Posted | Number | hypoglycemic events | 26 hours (x2 admissions) |
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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 | Control: SSM+HMM | A control condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is not informed about heart rate. |
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| Term | Organ System | Source Vocabulary | Assessment Type | Notes | Statistical Information |
|---|---|---|---|---|---|
| Knee Pain | Musculoskeletal and connective tissue disorders |
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| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Marc D Breton, Ph.D. | University of Virginia | 434-982-6484 | mb6nt@virginia.edu |
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| ID | Term |
|---|---|
| D003922 | Diabetes Mellitus, Type 1 |
| ID | Term |
|---|---|
| D003920 | Diabetes Mellitus |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
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| INDUSTRY |
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|
| Average Glucose Drop |
Average glucose drops at specific time points after the onset of exercise; defined as the difference between plasma glucose at onset of exercise and the glucose values reached at 40 and 60 min post onset of exercise. |
| 26 hours (2x admissions) |
| Time in Range | Percent time spent within target (70-180 mg/dL) range. | 26 hours (x2 admissions) |
| BG001 | Experimental First, Then Control | Control, SSM+HMM: A control condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is not informed about heart rate. Experimental, Heart-Rate Informed SSM: An experimental condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is informed about heart rate |
| BG002 | Total | Total of all reporting groups |
| Participants |
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| Sex: Female, Male | Count of Participants | Participants |
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| OG001 | Control: SSM+HMM | A control condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is not informed about heart rate. |
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| Secondary | Low Blood Glucose Index | A measure of the risk of hypoglycemia. It quantifies the frequency and the extent of low BG readings. A LBGI < 2.5 is associated with a low-risk of hypoglycemia, LBGI 2.5-5 is associated with a moderate risk of hypoglycemia, and LBGI > 5 is associated with a high-risk of hypoglycemia. | Twelve subjects completed the study. The first two subjects were excluded from the analysis because of protocol violations during the exercise session (the intensity chosen was very high: rating of perceived exertion of 9 out of 10 instead of rating of perceived exertion of 9 out of 20). Results from the 10 remaining subjects are presented below. | Posted | Mean | Standard Error | index score | 26 hours (x2 admissions) |
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|
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| Secondary | Average Glucose Drop | Average glucose drops at specific time points after the onset of exercise; defined as the difference between plasma glucose at onset of exercise and the glucose values reached at 40 and 60 min post onset of exercise. | The first two subjects were excluded from the analysis because of protocol violations during the exercise session (the intensity chosen was very high: rating of perceived exertion of 9 out of 10 instead of rating of perceived exertion of 9 out of 20). Results from the 10 remaining subjects are presented. | Posted | Mean | Standard Deviation | mg/dL | 26 hours (2x admissions) |
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| Secondary | Time in Range | Percent time spent within target (70-180 mg/dL) range. | Twelve subjects completed the study. The first two subjects were excluded from the analysis because of protocol violations during the exercise session (the intensity chosen was very high: rating of perceived exertion of 9 out of 10 instead of rating of perceived exertion of 9 out of 20). Results from the 10 remaining subjects are presented below. | Posted | Mean | Standard Error | percentage of time spent in range | 26 hours (x2 admissions) |
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| 0 |
| 12 |
| 2 |
| 12 |
| EG001 | Experimental: Heart Rate Informed SSM+HMM | Experimental: An experimental condition involving an exercise session where the Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) is informed about heart rate Heart rate informed SSM+HMM: The Safety Supervision Module + Hyperglycemic Mitigation Module (SSM+HMM) of the Closed Loop is informed about heart rate during exercise. The goal is to demonstrate the feasibility of a modular insulin management system based on continuous glucose monitoring that additionally employs heart rate information to reduce exercise-related hypoglycemic episodes. | 0 | 12 | 1 | 12 |
| Mild Erythema | Skin and subcutaneous tissue disorders |
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| D004700 | Endocrine System Diseases |
| D001327 | Autoimmune Diseases |
| D007154 | Immune System Diseases |
| Overnight (t=8h) |
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| During Recovery (t=2.5h) |
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| Overnight (t=8h) |
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