Closed Loop Glucose Control in Patients With Type 1 and Type 2 Diabetes
Demonstration of an Artificial Intelligence Based Closed Loop Glucose Control System as a Therapeutic Modality in Type 1 and Type 2 Diabetic Patients
1 other identifier
interventional
7
1 country
1
Brief Summary
This is a proof of concept safety study of an artificial intelligence based closed loop glucose control system designed for use in the intensive care unit setting. The type 1 and type 2 diabetic subjects in this study will have their glucose controlled to a range of 100-140 mg/dL by a novel artificial intelligence based closed loop glucose control system for a period of 24 hours. The subjects will consume three standardized meals during the 24 hour study period.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for not_applicable
Started Nov 2022
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
November 8, 2022
CompletedFirst Submitted
Initial submission to the registry
November 17, 2022
CompletedFirst Posted
Study publicly available on registry
December 9, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
April 21, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
June 21, 2024
CompletedResults Posted
Study results publicly available
July 17, 2025
CompletedJuly 17, 2025
June 1, 2025
5 months
November 17, 2022
June 12, 2025
June 29, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (2)
Primary Safety Outcome
Percent of All Glucose Values Within Glucose Range \< 70 mg/dL
From beginning of use of the FUSION System to end of use of the FUSION System, which will be a period of time up to 24 hours
Primary Efficacy Outcome
Percent of All Glucose Values Within Glucose Range 70-180 mg/dL
From beginning of use of FUSION System to end of use of FUSION System, which will be a period of time of up to 24 hours
Secondary Outcomes (10)
Percent of All Glucose Values Within Glucose Range < 54 mg/dL
From beginning of use of the FUSION System to end of use of the FUSION System, which will be a period of time of up to 24 hours
Percent of All Glucose Values Within Glucose Range > 180 mg/dL
From beginning of use of the FUSION System to end of use of the FUSION System, which will be a period of time of up to 24 hours
Percent of All Glucose Values Within Glucose Range > 250 mg/dL
From beginning of use of the FUSION System to end of use of the FUSION System, which will be a period of time of up to 24 hours
Average Glucose Value in mg/dL
From beginning of use of the FUSION System to end of use of the FUSION System, which will be a period of time of up to 24 hours
Percent Coefficient of Variation of Glucose
From beginning of use of the FUSION System to end of use of the FUSION System, which will be a period of time of up to 24 hours
- +5 more secondary outcomes
Study Arms (1)
FUSION closed loop glucose control system safety study
EXPERIMENTALAll subjects will be treated with the FUSION closed loop glucose control system for up to 24 hours
Interventions
The FUSION system will be used to control the subjects glucose to a range of 100-140 mg/dL. Data will be collected for up to 24 hours, or upon early termination of the study session.
Eligibility Criteria
You may qualify if:
- Are 18-70 years of age, inclusive.
- Can understand and sign an informed consent, communicate with the investigator, and understand and comply with the protocol requirements.
- Have had a diagnosis of type 1 or type 2 diabetes for a period of at least 1 year.
- Use insulin injections at home for glucose control and are on a stable insulin regimen without more than a 20% change in their total daily insulin dose during the previous 3 months. Their total daily insulin dose during the previous 3 months will be confirmed through a review of the subject's electronic health record, insulin prescriptions, and insulin pump settings (if applicable).
- Have a hemoglobin A1c (HbA1c) in the range of 7.0 - 10.0%.
- Have a hemoglobin in the normal range for sex:
- Females: 12-15.5 grams/dL.
- Males: 13.5-17.5 grams/dl.
- Have adequate venous access sites in upper extremities.
- Body weight between 40 - 150 kg.
You may not qualify if:
- Have participated in an interventional medical, surgical, or pharmaceutical study within 30 days of screening.
- Have a known hypersensitivity to any of the components of study treatment.
- Have skin disease/injury at Dexcom G6 CGM insertion site(s) that would prevent insertion of the CGM.
- Currently abuses drugs or alcohol or has a history of abuse that in the investigator's opinion would cause the individual to be noncompliant.
- Have a medical condition that in the opinion of the investigator could affect study participation and/or personal well-being.
- Have a clinically significant history or presence of any of the following conditions:
- Hepatic failure or has alanine aminotransferase (ALT) greater than 3 times the upper limit of normal.
- Has an estimated glomerular filtration rate (GFR) \<60 ml/min/1.73 m2 or End Stage Kidney Disease on renal replacement therapy.
- Type 2 diabetic subjects who have a C-peptide level less than 0.2 nmol/L (these subjects will be referred to their primary care doctor or endocrinologist for further work up).
- Have congestive heart failure of class 1 or greater on the New York Heart Association (NYHA) classification system.
- Have a history of seizures.
- Have a history of cerebrovascular accident.
- Have a history of ischemic heart disease.
- For female subjects of potential childbearing age (age 18 to 55) they will be excluded if:
- Pregnant.
- +5 more criteria
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Ideal Medical Technologieslead
- Emory Universitycollaborator
Study Sites (1)
Emory University
Atlanta, Georgia, 30322, United States
Related Publications (5)
DeJournett L, DeJournett J. In Silico Testing of an Artificial-Intelligence-Based Artificial Pancreas Designed for Use in the Intensive Care Unit Setting. J Diabetes Sci Technol. 2016 Nov 1;10(6):1360-1371. doi: 10.1177/1932296816653967. Print 2016 Nov.
PMID: 27301982BACKGROUNDDeJournett J, DeJournett L. Comparative Simulation Study of Glucose Control Methods Designed for Use in the Intensive Care Unit Setting via a Novel Controller Scoring Metric. J Diabetes Sci Technol. 2017 Nov;11(6):1207-1217. doi: 10.1177/1932296817711297. Epub 2017 Jun 22.
PMID: 28637358BACKGROUNDDeJournett J, Nekludov M, DeJournett L, Wallin M. Performance of a closed-loop glucose control system, comprising a continuous glucose monitoring system and an AI-based controller in swine during severe hypo- and hyperglycemic provocations. J Clin Monit Comput. 2021 Apr;35(2):317-325. doi: 10.1007/s10877-020-00474-2. Epub 2020 Jan 31.
PMID: 32006145BACKGROUNDDeJournett L. Essential elements of the native glucoregulatory system, which, if appreciated, may help improve the function of glucose controllers in the intensive care unit setting. J Diabetes Sci Technol. 2010 Jan 1;4(1):190-8. doi: 10.1177/193229681000400124.
PMID: 20167184BACKGROUNDSardu C, D'Onofrio N, Balestrieri ML, Barbieri M, Rizzo MR, Messina V, Maggi P, Coppola N, Paolisso G, Marfella R. Outcomes in Patients With Hyperglycemia Affected by COVID-19: Can We Do More on Glycemic Control? Diabetes Care. 2020 Jul;43(7):1408-1415. doi: 10.2337/dc20-0723. Epub 2020 May 19.
PMID: 32430456BACKGROUND
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Results Point of Contact
- Title
- Dr. Leon DeJournett/Chief Medical Officer
- Organization
- Ideal Medical Technologies
Study Officials
- STUDY DIRECTOR
Leon DeJournett, MD
Ideal Medical Technologies
- PRINCIPAL INVESTIGATOR
Francisco Pasquel, MD
Emory University
Publication Agreements
- PI is Sponsor Employee
- No
- Restrictive Agreement
- No
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
November 17, 2022
First Posted
December 9, 2022
Study Start
November 8, 2022
Primary Completion
April 21, 2023
Study Completion
June 21, 2024
Last Updated
July 17, 2025
Results First Posted
July 17, 2025
Record last verified: 2025-06
Data Sharing
- IPD Sharing
- Will not share