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Completed

NCT Number: NCT02769884

MMPPC Outpatient Clinical Protocol 2016

This study trials a prototype artificial pancreas system that consists of a Roche insulin pump, a Dexcom continuous glucose monitor (CGM), and an experiential MMPPC (multiple model probabilistic predictive control) algorithm housed on an android cell phone. The system doses insulin based on CGM sensor glucose levels and the experimental algorithm.

The aim of this clinical study is to determine the efficacy of the MMPPC controller in adolescents and adults with type 1 diabetes in a hotel setting.

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Key information

About this study

This study trials a prototype artificial pancreas system that consists of a Roche insulin pump, a Dexcom continuous glucose monitor (CGM), and an experiential MMPPC (multiple model probabilistic predictive control) algorithm housed on an android cell phone. The system doses insulin based on CGM sensor glucose levels and the experimental algorithm. The algorithm runs through a glucose control platform called the DiAs (Diabetes Assistant)

The aim of this study is to determine the safety and feasibility of the MMPPC controller in adults and adolescents with type 1 diabetes testing the use of predefined tuning parameters to provide adaptability to patient. We will assess the safety of the system with both unannounced meals, and meals using a meal announcement with a premeal insulin bolus based on the subject's estimated carbohydrate content of the meal

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

3.1 Eligibility Criteria

  • Clinical diagnosis of type 1 diabetes for at least 12 months 2. Daily insulin therapy for at least 12 months 3. Age between 15.0 to 55.0 years of age 4. Use of an insulin pump for at least 3 months 5. Current use of continuous glucose monitoring with Dexcom sensor 6. Subject comprehends English 7. Females of childbearing potential must use an adequate method of contraception and have a negative pregnancy test 8. Total daily insulin requirement ≥ 0.3 units/kg/day 9. A1C between 7.0 and 10% 3.2 Exclusion Criteria
  • Diabetic ketoacidosis in the past 6 months
  • Hypoglycemic seizure or loss of consciousness in the past 6 months
  • Hypoglycemia unawareness as defined by no recognition of hypoglycemia until the glucose is <60 mg/dL and no adrenergic symptoms at glucose of 60 mg/dL (shakiness, palpitations, diaphoresis). Subjects will also be administered the Clark questionnaire for hypoglycemia unawareness. If they have a score ≥ 4, they are excluded from the study
  • Subjects requiring an intermediate or long-acting insulin (such as NPH, detemir or glargine)
  • Subjects using other anti-diabetic medications other than insulin (oral or injectable) at the time of enrollment. Any prior use of other anti-diabetic medications must be washed out for at least 8 weeks prior to enrollment.
  • Current use of other medications, which in the judgment of the investigator would be a contraindication to participation in the study
  • Subject has a medical disorder that in the judgment of the investigator will affect completion of any aspect of the protocol
  • Subject is currently participating in another investigational device or drug study within 30 days or 5-half lives of the drug.
  • Subject has a history of any cardiac or vascular disorder including, but not limited to, myocardial infarction, unstable angina, coronary artery bypass surgery, coronary artery stenting, transient ischemic attack, cerebrovascular accident, angina, congestive heart failure, arrhythmia or thromboembolic disease
  • An EKG will be obtained on subjects who are ≥ 45 years of age, or who have had a 20 year history of diabetes and are ≥ 30 years of age. Subjects will be excluded if they have an abnormal EKG consistent with coronary artery disease or increased risk of malignant arrhythmia including, but not limited to, evidence of active ischemia, prior myocardial infarction, proximal LAD critical stenosis (Wellen's sign), prolonged QT interval (> 440 ms). Non-specific ST segment and T wave changes are not grounds for exclusion in the absence of symptoms or history of heart disease.
  • Subject has a history of hepatic disease
  • Subject has renal failure on dialysis
  • Systolic blood pressure > 160 mmHg on screening visit
  • Diastolic blood pressure > 90 mmHg on screening visit
  • Subjects with inadequately treated thyroid disease or celiac disease
  • Subject has a neurologic disorder that in the judgment of the investigator will affect completion of the protocol
  • Subject has received inpatient psychiatric treatment in the past 6 months
  • Subject consumes more than an average of 4 standard alcoholic drinks/day in the last 30 days
  • Subject has an active skin condition that would affect sensor placement
  • Subject is unable to avoid acetaminophen for the duration of the study
  • Subject consuming less than 100g of carbohydrates daily

Treatment and study plan

MMPPC algorithm artificial pancreas

Device

An artificial pancreas system using the MMPPC algorithm, Roche insulin pump, and Dexcom CGM

Primary outcomes

  1. Mean CGM glucose value

    Time frame: 72 hours

    Average CGm glucose value during the experimental trial

  2. CGM percent time < 60 mg/dl

    Time frame: 72 hours

    Percent of time the CGM was reading <60 mg/dl

Secondary outcomes

  1. CGM percent time < 50 mg/dl

    Time frame: 72 hours

    Percent of time the CGM was reading <50 mg/dl

  2. CGM percent time < 70 mg/dl

    Time frame: 72 hours

    Percent of time the CGM was reading <70 mg/dl

  3. % 70-140 mg/dl

    Time frame: 72 hours

    Percent of time CGM glucose levels were between 70-140 mg/dl

  4. % 70-180 mg/dl

    Time frame: 72 hours

    Percent of time CGM glucose levels were between 70-180 mg/dl

  5. % CGM >180 mg/dl

    Time frame: 72 hours

    Percent of time CGM glucose levels were >180 mg/dl

  6. % CGM >250 mg/dl

    Time frame: 72 hours

    Percent of time CGM glucose levels were >250 mg/dl

  7. number of SMBG <70 mg/dl

    Time frame: 72 hours

    Number of self monitored blood glucose levels less than 70 mg/dl

  8. number of SMBG <60 mg/dl

    Time frame: 72 hours

    Number of self monitored blood glucose levels less than 60 mg/dl

  9. number of SMBG <50 mg/dl

    Time frame: 72 hours

    Number of self monitored blood glucose levels less than 50 mg/dl

  10. Grams of carbs for hypoglycemia

    Time frame: 72 hours

    Number of carbohydrates consumed for treatment of hypoglycemia

  11. Total daily dose of insulin

    Time frame: 72 hours

    Total daily dose of insulin

  12. % time CGM used

    Time frame: 72 hours

    Percent of time CGM was used

  13. % time in closed loop

    Time frame: 72 hours

    Percent of time in closed loop

  14. % of subjects with mean CGM <169 (eHbA1C < 7.5%)

    Time frame: 72 hours

    Percentage of subjects with mean CGM value < 169 for the 72 hour period. This corresponds to an estimated hemoglobin A1c of <7.5%.

Other outcomes

  1. Comparison of Announced and Unannounced Meals

    Time frame: 72 hours

    Glycemic control in the 4 hour period after announced meals will be compared to glycemic control in the 4 hour period after unannounced meals as an exploratory measure

  2. Safety Criteria 1: No more than 3 SMBG values < 50 mg/dL per subject

    Time frame: 72 hours

    Safety evaluation of system based on SMBG detected severe hypoglycemia

  3. Safety Criteria 2: No more than 2 episodes with SMBG value >300 mg/dL for >1 hour not due to infusion set failure per subject

    Time frame: 72 hours

    Safety evaluation of system based on SMBG detected hyperglycemia

  4. Safety Criteria 3: No kotonemia >1.0 mmol/L, while the system is functional unless related to an intercurrent illness or infusion set failure for any patient

    Time frame: 72 hours

    Safety evaluation of system based on ketone detection

  5. Safety Criteria 4: No seizures or loss of consciousness while system is on and functional

    Time frame: 72 hours

    Safety evaluation of system based on severe hypoglycemic events

Sponsors and collaborators

Lead sponsor

Rensselaer Polytechnic Institute

Other

Collaborators

  • Mount Sinai Hospital, New York
  • Stanford University
  • University of Colorado, Denver

Registry information

Official study title

Multiple Model Probabilistic Predictive Control (MMPPC) Outpatient Clinical Protocol

Acronym: MMPPC

Important dates

Study start
2016
Primary completion
2016
Study completion
2016
First posted
May 12, 2016
Registry last updated
Jan 30, 2018

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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