Feasibility Study Using Zone-MPC Controller (Zone-Model Predictive Control) and Health Monitoring System (HMS)

NCT ID: NCT01472406

Last Updated: 2021-09-14

Basic Information

• Recruitment Status: COMPLETED
• Clinical Phase: EARLY_PHASE1
• Total Enrollment: 12 participants
• Study Classification: INTERVENTIONAL
• Study Start Date: 2011-11-30
• Study Completion Date: 2014-03-31

Brief Summary

This clinical trial is a feasibility study to assess the performance of an Artificial Pancreas (AP) device using the Artificial Pancreas System (APS©) platform for subjects with type 1 diabetes. The device is a closed-loop between a DexCom™ SEVEN® PLUS (DexCom™ Corp, San Diego, CA) continuous glucose monitor (CGM) and a OneTouch® Ping® Glucose Monitoring System (Animas Corp, Westchester, PA) subcutaneous insulin delivery pump (CSII). The AP device is controlled by a zone-Model Predictive Control (zone-MPC) algorithm augmented by a safety algorithm named the Health Monitoring System (HMS). The clinical study will include 12 to 20 adults subjects aged 21 to 65 years old.

Detailed Description

The study consists of an evaluation of the Artificial Pancreas device during a 24-hour closed-loop in a clinic environment (Sansum Diabetes Research Institute, Santa Barbara, CA). The 24-hour period includes:

• 2 unannounced meals (evening dinner and breakfast);
• 1 period of 30 minutes of exercise at 50% of the predicted heart rate reserve (HRR) preceded with a snack and followed by a snack 3 hours later (on Day 2);
• complete night from 12:00 am to 7:00 am; The subject will arrive at approximately 4:00 pm to the CRC (clinical research center), the closed-loop will be initiated at approximately 4:30 pm that same day and continued until 4:30 pm the next day. A physician will be monitoring the patient with the artificial Pancreas (AP) device at all time.

The proposed study will evaluate the performance of the AP device in predicting the fall and rise of glucose values and in regulating insulin delivery to mitigate extreme blood glucose variations during the following challenges:

• following unannounced meals,
• during a nocturnal period, and
• during a period of active exercise.

The goal is to demonstrate that the AP device is able to maintain the subject blood glucose within a safe range at all times. One of the objectives of the study will be to measure the percent of time spent in the following zones:

• [80-140] mg/dL at all times unless described otherwise
• [80-140] mg/dL during the nocturnal period
• [70-180] mg/dL postprandial, for 5 hours following the unannounced meals
• [70-150] mg/dL during and for 3 hours following exercise It is anticipated that following the planned challenges, glucose value might increase temporarily beyond those ranges. These excursions will be reviewed and analyzed (value and duration) and the study will determine how the AP device mitigates those excursions and maintains glucose levels within a safe and acceptable range. The clinical study will also review any event that occur during the course of the 24-hour closed-loop: hypoglycemic events, hyperglycemic events, outside intervention, other Adverse Event, Serious Adverse Events, Unanticipated Adverse Device Effect, and device complaints for the commercial devices used. The safety of the patient will remain the primary goal. The goal of the AP device is to operate without outside intervention even when challenged by meals or exercise unless the outside intervention is requested by the Health Monitoring System (HMS).

Conditions

Type 1 Diabetes Mellitus

Study Design

• Allocation Method: NA
• Intervention Model: SINGLE_GROUP
• Primary Study Purpose: DEVICE_FEASIBILITY
• Blinding Strategy: NONE

Study Groups

Closed-loop session

The study consists of an evaluation of the Sansum Closed-loop Artificial Pancreas Device, insulin infusion pump, Continuous Glucose Monitor, zone-Model Predictive Control algorithm, and a Safety Health Monitoring System. during a 24-hour closed-loop in a clinic environment (Sansum Diabetes Research Institute, Santa Barbara, CA).

Group Type: EXPERIMENTAL

Sansum Closed-Loop Artificial Pancreas

Intervention Type: DEVICE

The Sansum Closed-loop Artificial Pancreas Device is the infrastructure that allows communication between the insulin pump, the CGM, the zone-MPC, and the HMS.

Insulin infusion pump

Intervention Type: DEVICE

The insulin pump, which has received 510k clearance (K080639), delivers insulin subcutaneously through an infusion set.

Continuous Glucose Monitor

Intervention Type: DEVICE

The CGM, which is an approved device (P050012), measures interstitial glucose.

zone-Model Predictive Control algorithm

Intervention Type: DEVICE

The zone-MPC predicts future glucose values, based on CGM data, to regulate blood glucose level by increasing, decreasing, or stopping insulin infusion via an insulin infusion pump.

Safety Health Monitoring System

Intervention Type: DEVICE

The HMS predicts future glucose values, based on CGM data, to warn the Sansum Closed-loop Artificial Pancreas Device of values below 70 mg/dL.

Interventions

Sansum Closed-Loop Artificial Pancreas

The Sansum Closed-loop Artificial Pancreas Device is the infrastructure that allows communication between the insulin pump, the CGM, the zone-MPC, and the HMS.

Intervention Type: DEVICE

Insulin infusion pump

The insulin pump, which has received 510k clearance (K080639), delivers insulin subcutaneously through an infusion set.

Intervention Type: DEVICE

Continuous Glucose Monitor

The CGM, which is an approved device (P050012), measures interstitial glucose.

Intervention Type: DEVICE

zone-Model Predictive Control algorithm

The zone-MPC predicts future glucose values, based on CGM data, to regulate blood glucose level by increasing, decreasing, or stopping insulin infusion via an insulin infusion pump.

Intervention Type: DEVICE

Safety Health Monitoring System

The HMS predicts future glucose values, based on CGM data, to warn the Sansum Closed-loop Artificial Pancreas Device of values below 70 mg/dL.

Intervention Type: DEVICE

Other Intervention Names

Sansum AP; CGM; zone-MPC; HMS

Eligibility Criteria

Inclusion Criteria

• Clinical diagnosis of type 1 diabetes for at least one year and using an insulin pump for at least 6 months with commercially available rapid actin insulin
• The diagnosis of type 1 diabetes is based on the investigator's judgment; C peptide level and antibody determinations are not needed.
• Age 21 to 65 years
• For females, not currently known to be pregnant or nursing
• HbA1c between 5.0% and 10%, as measured with DCA2000 or equivalent device
• Willing to perform the calibration of the study CGMs using a finger stick only and willing to follow instructions for insulin pump and CGM wear.
• Willing to use the study CGM and study insulin pump during closed-loop.
• Able to and agrees to avoid the following medication starting 24 hours before sensor wear through completion of CRC visit: acetaminophen, prednisone, and pseudoephedrine.
• An understanding of and willingness to follow the protocol and sign the informed consent

Exclusion Criteria

• Pregnancy (as determined by a positive blood pregnancy test performed in females of childbearing capacity during screening visit and urine test at time of admission for in-patient visit) or nursing mother.
• Diabetic ketoacidosis in the past 6 months prior to enrollment requiring emergency room visit or hospitalization
• Severe hypoglycemia resulting in seizure or loss of consciousness in the 12 months prior to enrollment
• Current treatment for a seizure disorder; Subjects with a history of seizures may be included in the study if they receive written clearance from their neurologist
• Cystic fibrosis
• Active infection
• A known medical condition that in the judgment of the investigator might interfere with the completion of the protocol such as cognitive deficit.
• Mental incapacity, unwillingness or language barriers precluding adequate understanding or co-operation, including subjects not able to read or write.
• Inpatient psychiatric treatment in the past 6 months for either the subject or the subject's primary care giver (i.e., parent or guardian)
• Coronary artery disease or heart failure. Subjects with a history of coronary artery disease may be included in the study if they receive written clearance from their cardiologist
• Presence of a known adrenal disorder
• Active coronary artery disease or heart failure
• Active gastroparesis
• 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. Adequately treated thyroid disease and celiac disease do not exclude subjects from enrollment
• Abuse of alcohol
• A recent injury to body or limb, muscular disorder, use of any medication, any carcinogenic disease, or other significant medical disorder if that injury, medication or disease in the judgment of the investigator will affect the completion of the exercise protocol
• Current use of a beta blocker medication
• Laboratory results:

• Hematocrit < 30% or >55%
• A1C > 10%
• Abnormal liver or renal function (Transaminase > 2 times the upper limit of normal, Creatinine> 1.5 mg/dL)
• Labs drawn at screening visit or within one month prior to screening (for other purposes) will suffice for enrollment purposes related to hematocrit
• Subject has skin conditions that, in the determination of the investigator, would preclude wearing the study devices (infusion set and sensor), in the abdomen. Examples include but are not limited to: psoriasis, burns, scaring, eczema, tattoos, and significant hypertrophy at sites of device wear; any known allergy to medical adhesives.
• Current participation in another investigational trial or has previously participated to this study.

• Minimum Eligible Age: 18 Years
• Maximum Eligible Age: 65 Years
• Eligible Sex: ALL
• Accepts Healthy Volunteers: No

Sponsors

University of California, Santa Barbara

OTHER

Sponsor Role: collaborator

Sansum Diabetes Research Institute

OTHER

Sponsor Role: lead

Responsible Party

Responsibility Role: SPONSOR

Principal Investigators

Howard Zisser, MD

Role: PRINCIPAL_INVESTIGATOR

Sansum Diabetes Research Institute

Francis J Doyle, PhD

Role: STUDY_DIRECTOR

University of California, Santa Barbara

Locations

Sansum Diabetes Research Institute

Santa Barbara, California, United States

Countries

United States

References

Harvey RA, Dassau E, Bevier WC, Seborg DE, Jovanovic L, Doyle FJ 3rd, Zisser HC. Clinical evaluation of an automated artificial pancreas using zone-model predictive control and health monitoring system. Diabetes Technol Ther. 2014 Jun;16(6):348-57. doi: 10.1089/dia.2013.0231. Epub 2014 Jan 28.

Reference Type: DERIVED

PMID: 24471561 (View on PubMed)

Other Identifiers

DK085628

Identifier Type: -

Identifier Source: org_study_id