Automated Insulin Delivery for INpatients With DysGlycemia (AIDING) Feasibility
Automated Insulin Delivery for INpatients With DysGlycemia (AIDING) Feasibility Study
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Francisco Pasquel, M.D., M.P.H
- Phone Number: 4047781695
- Email: fpasque@emory.edu
Study Locations
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California
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Stanford, California, United States, 94305
- Stanford University School of Medicine
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Georgia
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Atlanta, Georgia, United States, 30322
- Grady Health System (non-CRN)
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Virginia
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Charlottesville, Virginia, United States, 22903
- University of Virginia School of Medicine
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Patients ≥18 years of age with insulin-treated T1 or Type 2 diabetes mellitus (T2DM) admitted to general (non-intensive care) medical-surgical hospital service requiring inpatient insulin therapy.
Exclusion Criteria:
- Patients admitted the ICU or anticipated to require ICU transfer
- Anticipated length of hospital stay <48 hours.
- Evidence of hyperglycemic crises (diabetic ketoacidosis or hyperosmolar hyperglycemic state) at enrollment
- Severely impaired renal function (eGFR < 30 ml/min/1.73m2) or clinically significant liver failure
- Severe anemia with hemoglobin <7 g/dL
- Evidence of hemodynamic instability
- Hypoxia (SpO2 <95% on supplemental oxygen)
- Pre-admission or inpatient total daily insulin dose >100 units
- Mental condition rendering the participant unable to consent or answer questionnaires
- Pregnant or breast feeding at time of enrollment
- Unable or unwilling to use rapid-acting insulin analogs (Humalog, Admelog, Novolog or Apidra) during the study
- Use of hydroxyurea or high-dose ascorbic acid (>1g/day)
- Coronavirus Disease 2019 (COVID-19) infection or person under investigation (PUI) on isolation precautions
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Treatment
- Allocation: N/A
- Interventional Model: Single Group Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
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Experimental: Hybrid closed-loop (HCL) automated insulin delivery (AID)
Hybrid closed-loop (HCL) automated insulin delivery (AID) using the Omnipod 5/Horizon HCL system with remote monitoring and device operation capabilities will be deployed to hospitalized patients admitted to the general medical/surgical floor with diabetes (type 1 or type 2) requiring insulin therapy.
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The Omnipod 5/Horizon HCL system, consists of a disposable insulin infusion pump (or "pod"), a built-in model predictive control (MPC) insulin dosing algorithm, and a remote Personal Diabetes Manager (PDM) interface, that interact with a Dexcom G6 continuous glucose monitor (CGM) to automatically control insulin delivery based upon real-time glucose values.
The PDM component also enables remote interaction with the system, including glucose monitoring as well as insulin dosing management and adjustments.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Percentage of Time Spent in HCL After CGM Sensor Meets Initial Validation Criteria
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of time spent in HCL after CGM sensor met initial validation criteria of sensor glucose value being within ±20% of point of care (POC) values (for glucose levels ≥70 mg/dL) or ±20 mg/dL for POC glucose values <70 mg/dL.
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Up to 10 days (or hospital discharge if before 10 days)
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Percentage of Time Sensor Glucose is Within Target Glucose Range
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of time that the sensor glucose measurement is within the target glucose range of 70-180 mg/dL.
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Up to 10 days (or hospital discharge if before 10 days)
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Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Time From Enrollment to Start of HCL Therapy (After Initial CGM Validation)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The time from enrollment to start of HCL therapy, after initial CGM validation, was recorded.
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Up to 10 days (or hospital discharge if before 10 days)
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Percentage of Time With CGM Readings
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of time during study participation with CGM readings was calculated.
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Up to 10 days (or hospital discharge if before 10 days)
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Percentage of CGM Values Meeting Accuracy Criteria for Bolus/Correction Insulin Dosing
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of CGM values meeting accuracy criteria for bolus/correction insulin dosing was calculated.
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Up to 10 days (or hospital discharge if before 10 days)
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Percentage of CGM Readings Within %15/15 of POC Readings and Within %20/20 of POC Readings With the Cut Point at 70 mg/dL
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of CGM values within 15% or 15 mg/dL (%15/15) and within 20% or 20 mg/dL (%20/20) of POC reference values for blood glucose, using a cut point at 70 mg/dL.
The reference values are derived from a total of 597 paired CGM and reference capillary glucose values.
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Up to 10 days (or hospital discharge if before 10 days)
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Number of Hypoglycemic (<70 mg/dL) Episodes Per Patient
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The number of hypoglycemic (<70 mg/dL) episodes per patient.
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Up to 10 days (or hospital discharge if before 10 days)
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Number of Hypoglycemic (<70 mg/dL) Episodes Per Patient-day
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The number of hypoglycemic (<70 mg/dL) episodes per patient-day in hospital.
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Up to 10 days (or hospital discharge if before 10 days)
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Number Clinically Important Hypoglycemic (<54 mg/dL) Episodes Per Patient
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The number clinically important hypoglycemic (<54 mg/dL) episodes per patient.
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Up to 10 days (or hospital discharge if before 10 days)
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Percent Time Below Range (TBR) of <70mg/dL
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percent time below range (TBR), defined as blood glucose <70mg/dL.
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Up to 10 days (or hospital discharge if before 10 days)
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Percent Time Below Range (TBR) of <54 mg/dL
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of time below range (TBR) of <54 mg/dL.
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Up to 10 days (or hospital discharge if before 10 days)
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Percent Time Above Range (TAR) of >180 mg/dL
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of time above range (TAR) of >180 mg/dL.
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Up to 10 days (or hospital discharge if before 10 days)
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Percent Time in Severe Hyperglycemia (>250 mg/dL)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The percentage of time in severe hyperglycemia, defined as >250 mg/dL.
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Overall Adjustments for Clinically-important Hypoglycemia (<54 mg/dL)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for clinically-important hypoglycemia, defined as <54 mg/dL.
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Adjustments for Clinically-important Hypoglycemia (<54 mg/dL) to Basal Rate
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for clinically-important hypoglycemia (<54 mg/dL) to basal rate.
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Adjustments for Clinically-important Hypoglycemia (<54 mg/dL) to Insulin Carb Ratio (ICR)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for clinically-important hypoglycemia (<54 mg/dL) to insulin carb ratio (ICR).
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Adjustments for Clinically-important Hypoglycemia (<54 mg/dL) to Insulin Sensitivity Factor (ISF)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for clinically-important hypoglycemia (<54 mg/dL) to insulin sensitivity factor (ISF).
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Overall Adjustments for Prolonged Hyperglycemia (>250 mg/dL for >1 Hour)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for prolonged hyperglycemia, defined as blood glucose >250 mg/dL for over one hour.
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Adjustments for Prolonged Hyperglycemia (>250 mg/dL for >1 Hour) to Basal Rate
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for prolonged hyperglycemia, defined as blood glucose >250 mg/dL for over one hour, to basal rate.
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Adjustments for Prolonged Hyperglycemia (>250 mg/dL for >1 Hour) to ICR
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for prolonged hyperglycemia, defined as >250 mg/dL for over one hour, to ICR.
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Up to 10 days (or hospital discharge if before 10 days)
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Frequency of Setting Adjustments for Prolonged Hyperglycemia (>250 mg/dL for >1 Hour) to ISF
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The frequency of setting adjustments across all participants for prolonged hyperglycemia, defined as blood glucose >250 mg/dL for over one hour, to ISF.
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Up to 10 days (or hospital discharge if before 10 days)
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Total Daily Insulin (TDI)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The total daily insulin (TDI) was calculated.
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Up to 10 days (or hospital discharge if before 10 days)
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Total Daily Basal Insulin (TBI)
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The total daily basal insulin (TBI) was calculated.
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Up to 10 days (or hospital discharge if before 10 days)
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Total Daily Bolus Meal/Correction
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The total daily bolus meal/correction was recorded
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Up to 10 days (or hospital discharge if before 10 days)
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Number of Hypoglycemic Events That Required Assistance of Another Person
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The number of hypoglycemic events across all participants that required assistance of another person due to altered consciousness to actively administer carbohydrate, glucagon, or other resuscitative actions.
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Up to 10 days (or hospital discharge if before 10 days)
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Number of Diabetic Ketoacidosis Events
Time Frame: Up to 10 days (or hospital discharge if before 10 days)
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The number of diabetic ketoacidosis (DKA) events across all participants.
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Up to 10 days (or hospital discharge if before 10 days)
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Patient Acceptability of HCL System
Time Frame: At time of device discontinuation (up to 10 days of use or hospital discharge if before 10 days)
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To assesses acceptability of the HCL system participants responded to the statement "Overall, I liked using the Omnipod 5/Horizon system to treat my blood sugar in the hospital" with five (5) options to choose from: Strongly Agree, Agree, Neither Agree nor Disagree, Disagree, and Strongly Disagree.
The responses were not assigned a score, rather the number of participants for each response were examined.
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At time of device discontinuation (up to 10 days of use or hospital discharge if before 10 days)
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Patient Perceptions of HCL System Use
Time Frame: At time of device discontinuation (up to 10 days of use or hospital discharge if before 10 days)
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Participants were asked to provide their perceptions of the HCL system with four questions that were responded to with "Yes" or "No".
Responses are assigned a score and a summary score is not calculated, rather the number of participants responding "Yes" or "No" to each of the individual questions is examined.
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At time of device discontinuation (up to 10 days of use or hospital discharge if before 10 days)
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Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Principal Investigator: Francisco Pasquel, M.D., M.P.H, Emory University
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Other Study ID Numbers
Other Study ID Numbers
- STUDY00001835
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
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