Type 1 Diabetes Mellitus
Conditions
Keywords
Artificial Pancreas, Type 1 Diabetes Mellitus, Control-to-Range, Closed-Loop Control, Continuous Glucose Monitor
Brief summary
A single arm, single treatment study is proposed to assess the feasibility of the AP Platform (cell phone + Control to Range system) outside of a hospital based clinical research center.
Detailed description
Automated closed-loop control (CLC) of blood glucose, known as artificial pancreas (AP) can have tremendous impact on the health and lives of people with type 1 diabetes (T1DM). This inter-institutional and international research team has been on the forefront of CLC developments since the beginning of the Juvenile Diabetes Research Foundation (JDRF) Artificial Pancreas initiative in 2006. Thus far, the investigators have conducted three closed-loop control clinical trials (totaling 60 subjects with T1DM), which demonstrated significantly more time in an acceptable target blood glucose range during CLC, and significantly fewer hypoglycemic events during CLC compared to open loop. The overall objective is to sequentially test, validate, obtain regulatory approval for, and deploy at home, a closed-loop Control-to-Range (CTR) system comprised of two algorithmic components: a Safety Supervision Module (SSM) and a Hypoglycemia Mitigation Module (HMM). The SSM will monitor the safety of the subject's continuous subcutaneous insulin infusion pump (CSII) to prevent hypoglycemia and will also monitor the integrity of continuous glucose monitor (CGM) data for signal sensor deviations or loss of sensitivity. The HMM will be responsible for the optimal regulation of postprandial hyperglycemic excursions through correction boluses. This study will test the ability of AP Platform to (1) run CTR in an outpatient setting, and (2) be remotely monitored. Specifically, this study involves studying adults with T1DM who are experienced insulin pump users. Subjects will spend two nights (\ 42 hours) in a local hotel, during which the AP Platform will be remotely monitored in an adjacent hotel room for validation that remote system monitoring can successfully occur. During the study, study subjects will be responsible for operating the CTR system with nursing and technicians available for additional support. A study physician and senior engineer will be on call. Five subjects each will be enrolled at University of Virginia and the University of California, Santa Barbara.
Interventions
DEVICEOutpatient Control-to-Range
Subjects will spend two nights (\ 42 hours) in a local hotel during which the AP Platform will be remotely monitored in an adjacent hotel room for validation that remote system monitoring can successfully occur.
Sponsors
Juvenile Diabetes Research Foundation
University of California, Santa Barbara
University of Virginia
Study design
Allocation
NA
Intervention model
SINGLE_GROUP
Primary purpose
TREATMENT
Masking
NONE
Eligibility
Sex/Gender
ALL
Age
21 Years to 65 Years
Healthy volunteers
No
Inclusion criteria
1. ≥21 and \<65 years old 2. Clinical diagnosis of type 1 diabetes mellitus: * Criteria for documented hyperglycemia (at least 1 criterion must be met): * Fasting glucose ≥126 mg/dL - confirmed * Two-hour Oral Glucose Tolerance Test (OGTT) glucose ≥200 mg/dL - confirmed * HbA1c ≥6.5% documented by history - confirmed * Random glucose ≥200 mg/dL with symptoms * 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 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. Actively using an insulin pump with bolus calculator feature including predefined parameters for carbohydrate ratio, insulin sensitivity factor, target blood glucose (BG) and active insulin. 5. HbA1c between 6.0% - 9.0% 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 during the study interventions 9. 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. Diabetic ketoacidosis within the 6 months prior to enrollment 2. Severe hypoglycemia resulting in seizure, loss of consciousness, or 3rd party assistance in the 12 months prior to enrollment 3. Subject reports that he/she has hypoglycemia unawareness with severe low blood sugars (e.g. \<50 mg/dL without symptoms) 4. Pregnancy; breast feeding, or intention of becoming pregnant 5. Uncontrolled arterial hypertension (diastolic blood pressure \>90 mmHg and/or systolic blood pressure \>160 mmHg) 6. Conditions which may increase the risk of hypoglycemia such as any 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, adrenal insufficiency, neurologic disease or atrial fibrillation 7. Hematocrit \<40% (males) and \<35% (females) 8. History of a systemic or deep tissue infection with methicillin-resistant staph aureus or Candida albicans 9. Use of a device that may pose electromagnetic compatibility issues and/or radiofrequency interference with the CGM (implantable cardioverter-defibrillator, electronic pacemaker, neurostimulator, intrathecal pump, and cochlear implants) 10. Anticoagulant therapy other than aspirin 11. Oral steroids 12. Medical condition requiring use of an acetaminophen-containing medication that cannot be withheld for the study admissions. 13. Psychiatric disorders that would interfere with study tasks (e.g. inpatient psychiatric treatment within 6 months prior to enrollment) 14. Mental incapacity, unwillingness or language barriers precluding adequate understanding or cooperation 15. Known current or recent alcohol or drug abuse 16. Medical conditions that would make operating a CGM, cell phone, or insulin pump difficult (e.g. blindness, severe arthritis, immobility) 17. 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, cellulitis) 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 (other than diabetic non-proliferative retinopathy), such as current proliferative diabetic retinopathy, known diabetic nephropathy (other than microalbuminuria with normal creatinine) or neuropathy requiring treatment 21. Active gastroparesis requiring current medical therapy 22. If taking 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 clinical trial 27. Unwillingness to withhold dietary supplements two weeks prior to admission and for the duration of the study participation 28. Use of anti-diabetic agents other than CSII including long-acting insulin, intermediate-acting insulin, metformin, sulfonylureas, meglitinides, thiazolidinediones, DPP-IV inhibitors, glucagon-like peptide 1 agonists, and alpha-glucosidase inhibitors 29. Subjects with basal rates less than 0.05. 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, DPP-IV inhibitors, glucagon-like peptide 1 agonists, and alpha-glucosidase inhibitors. 2. Oral steroids are excluded 3. Anticoagulant therapy other than aspirin is excluded 4. Acetaminophen will not be allowed while the continuous glucose monitor is in use 5. Dietary supplements will be withheld two weeks prior to admission and for the duration of study participation 6. Medications that block symptoms of hypoglycemia, including but not limited to beta blockers
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Percent Time of Active CTR | 42 hours | The main endpoint will be the percent time with all expected data from CGM, pump and patient manual inputs that should be available on Artificial Pancreas platform and monitoring stations. To be considered as successful, this percent time will have to reach more than 80% of total time of investigation for the entire arm. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Frequency of Unplanned System Resets or Restarts | 42 hours | Frequency of unplanned system resets or restarts Secondary endpoints include the estimation of the failure rates of system components, frequency analysis of lost or inaccurate CGM records, and percent time of active CTR. The failure/missing data records will be compared to failure/missing data records from our past in-clinic studies. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Outpatient Control-to-Range Outpatient Control-to-Range: Testing system connectivity
Outpatient Control-to-Range: Subjects will spend two nights (\
42 hours) in a local hotel during which the AP Platform will be remotely monitored in an adjacent hotel room for validation that remote system monitoring can successfully occur. | 20 |
| Total | 20 |
Baseline characteristics
| Characteristic | Outpatient Control-to-Range |
|---|---|
| Age, Categorical <=18 years | 0 Participants |
| Age, Categorical >=65 years | 0 Participants |
| Age, Categorical Between 18 and 65 years | 20 Participants |
| HbA1c 6-9% | 20 participants |
| Region of Enrollment France | 5 participants |
| Region of Enrollment Italy | 5 participants |
| Region of Enrollment United States | 10 participants |
| Sex: Female, Male Female | 12 Participants |
| Sex: Female, Male Male | 8 Participants |
Adverse events
| Event type | EG000 affected / at risk |
|---|---|
| deaths Total, all-cause mortality | — / — |
| other Total, other adverse events | 0 / 20 |
| serious Total, serious adverse events | 9 / 20 |
Outcome results
Primary
Percent Time of Active CTR
The main endpoint will be the percent time with all expected data from CGM, pump and patient manual inputs that should be available on Artificial Pancreas platform and monitoring stations. To be considered as successful, this percent time will have to reach more than 80% of total time of investigation for the entire arm.
Time frame: 42 hours
Population: The three pilot subjects (one for each country) were not included in the analysis.
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Outpatient Control-to-Range | Percent Time of Active CTR | 98 percentage of time of active CTR |
Secondary
Frequency of Unplanned System Resets or Restarts
Frequency of unplanned system resets or restarts Secondary endpoints include the estimation of the failure rates of system components, frequency analysis of lost or inaccurate CGM records, and percent time of active CTR. The failure/missing data records will be compared to failure/missing data records from our past in-clinic studies.
Time frame: 42 hours
Population: The three pilot subjects (one for each country) were not included in the analysis.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| Outpatient Control-to-Range | Frequency of Unplanned System Resets or Restarts | Viliv S5 tablet (n=7) | 2.89 events per 24 hours |
| Outpatient Control-to-Range | Frequency of Unplanned System Resets or Restarts | Galaxy Nexus phone (n=10) | 0.58 events per 24 hours |