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Efficacy of inControl Advice: A Decision Support System (DSS) for Diabetes (DSS)

Primary Purpose

Type1 Diabetes Mellitus

Status
Completed
Phase
Not Applicable
Locations
United States
Study Type
Interventional
Intervention
Continuous Glucose Monitor (CGM)+Decision Support System (DSS)
Continuous Glucose Monitor (CGM) alone
Sponsored by
University of Virginia
About
Eligibility
Locations
Arms
Outcomes
Full info

About this trial

This is an interventional treatment trial for Type1 Diabetes Mellitus focused on measuring Type 1 Diabetes Mellitus (T1DM), Continuous Glucose Monitor (CGM), Multiple Daily Injections (MDI), Insulin Pen, inControl Advice, Decision Support System (DSS)

Eligibility Criteria

15 Years - 100 Years (Child, Adult, Older Adult)All SexesDoes not accept healthy volunteers

Inclusion Criteria:

  1. Willingness to provide informed consent
  2. Clinical diagnosis, based on investigator assessment, of type 1 diabetes for at least one year and using insulin for at least 1 year
  3. Using basal and meal insulin (NovoLog® [insulin aspart], Humalog® [insulin lispro] or Apidra® [insulin glulisine]) for Intensive Insulin Therapy including carbohydrate counting and use of pre-defined parameters for glucose goal, carbohydrate ratio, and insulin sensitivity factor for at least 1 month.

    a. Acceptable basal insulin regimens include: i. Lantus® (insulin glargine) 100U/mL once or twice daily ii. Levemir® (insulin detemir) 100U/mL once or twice daily iii. Tresiba® (insulin degludec) 100U/mL once daily

  4. Age ≥15.0 years old
  5. Willingness to use the study basal insulin (Tresiba® [insulin degludec]) and meal insulin (NovoLog® [insulin aspart]) for the duration of the study.
  6. Willingness to use the home or DSS-optimized carbohydrate counting parameters for all meal dosing and enter the information into the inControl APP (for CGM+DSS group).
  7. For females, not currently known to be pregnant
  8. If female and sexually active, must agree to use a highly effective form of contraception to prevent pregnancy while a participant in the study. A negative serum or urine pregnancy test will be required for all premenopausal women who are not surgically sterile. Subjects who become pregnant will be discontinued from the study. Also, subjects who during the study develop and express the intention to become pregnant within the timespan of the study will be discontinued.
  9. Ability to access the Internet to provide data to the clinical team or to travel to the research center so that the study equipment can be downloaded.
  10. Ability to have 3G or Wi-Fi to be able to use the DSS smart bolus calculator and advice given (i.e. sleep, exercise).
  11. Demonstration of proper mental status and cognition for the study
  12. Investigator has confidence that the subject can successfully operate all study devices and is capable of adhering to the protocol
  13. If on a non-insulin hyperglycemic therapy, stability on that therapy for the prior 3 months and willingness not to alter the therapy for the study duration.

Exclusion Criteria:

  1. Medical need for chronic acetaminophen
  2. Use of any medication that at the discretion of the clinical protocol chair is deemed to interfere with the trial.
  3. Current treatment of a seizure disorder.
  4. Coronary artery disease or heart failure, unless written clearance is received from a cardiologist.
  5. Hemophilia or any other bleeding disorder
  6. A known medical condition, which in the opinion of the investigator or designee, would put the participant or study at risk such as the following examples:

    1. Inpatient psychiatric treatment in the past 6 months
    2. Presence of a known adrenal disorder
    3. Abnormal liver function test results (Transaminase >3 times the upper limit of normal)
    4. Abnormal renal function test results (calculated GFR <60 mL/min/1.73m2).
    5. Active gastroparesis requiring medical therapy
    6. Uncontrolled thyroid disease (TSH undetectable or >10 mlU/L).
    7. Abuse of alcohol or recreational drugs
    8. Infectious process not anticipated to be resolved prior to study procedures (e.g. meningitis, pneumonia, osteomyelitis, deep tissue infection).
    9. Uncontrolled arterial hypertension (Resting diastolic blood pressure >100 mmHg and/or systolic blood pressure >180 mmHg).
    10. Uncontrolled microvascular complications such as current active proliferative diabetic retinopathy defined as proliferative retinopathy requiring treatment (e.g. laser therapy or VEGF inhibitor injections) in the past 12 months.
  7. 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 protocol.
  8. Current use of the following drugs and supplements:

    k. Regular acetaminophen user, or not willing to suspend acetaminophen 24 hours before and during the entire length of the trial l. Oral steroids m. Any other medication that the investigator believes is a contraindication to the subject's participation

  9. Participation in another pharmaceutical or device trial at the time of enrollment or during the study

Sites / Locations

  • Stanford University
  • Icahn School of Medicine at Mt. Sinai
  • University of Virginia

Arms of the Study

Arm 1

Arm 2

Arm Type

Experimental

Placebo Comparator

Arm Label

Continuous Glucose Monitor (CGM)+Decision Support System (DSS)

Continuous Glucose Monitor (CGM) alone

Arm Description

Continuous Glucose Monitor (CGM)+Decision Support System (DSS) study participants will use the inControl Advice App, study insulin, and study CGM at home for 12 weeks.

Continuous Glucose Monitor (CGM) alone study participants will use study insulin and the study CGM alone at home for 12 weeks.

Outcomes

Primary Outcome Measures

% Time Within Target Range
The primary efficacy outcome is increased % time within target range defined as CGM readings of 70-180 mg/dL.

Secondary Outcome Measures

Full Information

First Posted
March 22, 2017
Last Updated
November 8, 2022
Sponsor
University of Virginia
Collaborators
TypeZero Technologies, Inc., Novo Nordisk A/S, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), DexCom, Inc.
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1. Study Identification

Unique Protocol Identification Number
NCT03093636
Brief Title
Efficacy of inControl Advice: A Decision Support System (DSS) for Diabetes
Acronym
DSS
Official Title
Efficacy of inControl Advice: A Decision Support System (DSS) for Diabetes
Study Type
Interventional

2. Study Status

Record Verification Date
November 2022
Overall Recruitment Status
Completed
Study Start Date
April 17, 2017 (Actual)
Primary Completion Date
March 19, 2019 (Actual)
Study Completion Date
March 19, 2019 (Actual)

3. Sponsor/Collaborators

Responsible Party, by Official Title
Sponsor
Name of the Sponsor
University of Virginia
Collaborators
TypeZero Technologies, Inc., Novo Nordisk A/S, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), DexCom, Inc.

4. Oversight

Studies a U.S. FDA-regulated Drug Product
No
Studies a U.S. FDA-regulated Device Product
Yes
Device Product Not Approved or Cleared by U.S. FDA
Yes
Data Monitoring Committee
No

5. Study Description

Brief Summary
The purpose of this study is to reduce the frequency of hypoglycemia and severe hypoglycemic events in subjects who use insulin pens to treat their Type 1 Diabetes Mellitus (T1DM). Hypoglycemia is the number one fear of many individuals and families with someone who has type 1 diabetes, and this fear often prevents optimal glycemic control. It is expected that this protocol will yield increased knowledge about using a decision support system to help control the glucose level.
Detailed Description
This study is a 12-week parallel group multi-center randomized trial designed to compare CGM+DSS with CGM alone. The DSS to be implemented contains a "smart" bolus advisor that adjusts the size of correction insulin boluses based on short term blood glucose predictions. It is able to complete this function by evaluating CGM values, insulin usage and carbohydrate intake record. It also contains an exercise advisor, a bedtime advisor, hypoglycemia risk and long-term tracker of HbA1c. inControl-Advice, a smart-phone based medical software platform, is designed to provide advice to users. It receives data from an insulin pen and then adjustments the insulin delivery every 5 minutes. The system provides a series of real-time alerts and on-demand advice, for both dosing of insulin and ingestion of carbohydrates, based on data collected from T1DM patients (i.e. carbohydrate consumption, insulin injected, CGM) and inConrol Cloud analytics.

6. Conditions and Keywords

Primary Disease or Condition Being Studied in the Trial, or the Focus of the Study
Type1 Diabetes Mellitus
Keywords
Type 1 Diabetes Mellitus (T1DM), Continuous Glucose Monitor (CGM), Multiple Daily Injections (MDI), Insulin Pen, inControl Advice, Decision Support System (DSS)

7. Study Design

Primary Purpose
Treatment
Study Phase
Not Applicable
Interventional Study Model
Parallel Assignment
Masking
None (Open Label)
Allocation
Randomized
Enrollment
80 (Actual)

8. Arms, Groups, and Interventions

Arm Title
Continuous Glucose Monitor (CGM)+Decision Support System (DSS)
Arm Type
Experimental
Arm Description
Continuous Glucose Monitor (CGM)+Decision Support System (DSS) study participants will use the inControl Advice App, study insulin, and study CGM at home for 12 weeks.
Arm Title
Continuous Glucose Monitor (CGM) alone
Arm Type
Placebo Comparator
Arm Description
Continuous Glucose Monitor (CGM) alone study participants will use study insulin and the study CGM alone at home for 12 weeks.
Intervention Type
Device
Intervention Name(s)
Continuous Glucose Monitor (CGM)+Decision Support System (DSS)
Intervention Description
Continuous Glucose Monitor (CGM)+Decision Support System (DSS) study participants will use the inControl Advice App and a study CGM at home for 12 weeks. The DSS contains a "smart" bolus advisor that adjusts the size of the correction insulin boluses based on short-term blood glucose predictions. It is able to complete this function by evaluating CGM values, insulin usage and carbohydrate intake record. It also contains an exercise advisor, a bedtime advisor, hypoglycemia risk and long-term tracker of HbA1c. Subjects will use study basal and bolus insulin during the study.
Intervention Type
Other
Intervention Name(s)
Continuous Glucose Monitor (CGM) alone
Intervention Description
Continuous Glucose Monitor (CGM) alone study participants will use a study CGM at home for 12 weeks. Subjects will use study basal and bolus insulin during the study.
Primary Outcome Measure Information:
Title
% Time Within Target Range
Description
The primary efficacy outcome is increased % time within target range defined as CGM readings of 70-180 mg/dL.
Time Frame
12 weeks

10. Eligibility

Sex
All
Minimum Age & Unit of Time
15 Years
Maximum Age & Unit of Time
100 Years
Accepts Healthy Volunteers
No
Eligibility Criteria
Inclusion Criteria: Willingness to provide informed consent Clinical diagnosis, based on investigator assessment, of type 1 diabetes for at least one year and using insulin for at least 1 year Using basal and meal insulin (NovoLog® [insulin aspart], Humalog® [insulin lispro] or Apidra® [insulin glulisine]) for Intensive Insulin Therapy including carbohydrate counting and use of pre-defined parameters for glucose goal, carbohydrate ratio, and insulin sensitivity factor for at least 1 month. a. Acceptable basal insulin regimens include: i. Lantus® (insulin glargine) 100U/mL once or twice daily ii. Levemir® (insulin detemir) 100U/mL once or twice daily iii. Tresiba® (insulin degludec) 100U/mL once daily Age ≥15.0 years old Willingness to use the study basal insulin (Tresiba® [insulin degludec]) and meal insulin (NovoLog® [insulin aspart]) for the duration of the study. Willingness to use the home or DSS-optimized carbohydrate counting parameters for all meal dosing and enter the information into the inControl APP (for CGM+DSS group). For females, not currently known to be pregnant If female and sexually active, must agree to use a highly effective form of contraception to prevent pregnancy while a participant in the study. A negative serum or urine pregnancy test will be required for all premenopausal women who are not surgically sterile. Subjects who become pregnant will be discontinued from the study. Also, subjects who during the study develop and express the intention to become pregnant within the timespan of the study will be discontinued. Ability to access the Internet to provide data to the clinical team or to travel to the research center so that the study equipment can be downloaded. Ability to have 3G or Wi-Fi to be able to use the DSS smart bolus calculator and advice given (i.e. sleep, exercise). Demonstration of proper mental status and cognition for the study Investigator has confidence that the subject can successfully operate all study devices and is capable of adhering to the protocol If on a non-insulin hyperglycemic therapy, stability on that therapy for the prior 3 months and willingness not to alter the therapy for the study duration. Exclusion Criteria: Medical need for chronic acetaminophen Use of any medication that at the discretion of the clinical protocol chair is deemed to interfere with the trial. Current treatment of a seizure disorder. Coronary artery disease or heart failure, unless written clearance is received from a cardiologist. Hemophilia or any other bleeding disorder A known medical condition, which in the opinion of the investigator or designee, would put the participant or study at risk such as the following examples: Inpatient psychiatric treatment in the past 6 months Presence of a known adrenal disorder Abnormal liver function test results (Transaminase >3 times the upper limit of normal) Abnormal renal function test results (calculated GFR <60 mL/min/1.73m2). Active gastroparesis requiring medical therapy Uncontrolled thyroid disease (TSH undetectable or >10 mlU/L). Abuse of alcohol or recreational drugs Infectious process not anticipated to be resolved prior to study procedures (e.g. meningitis, pneumonia, osteomyelitis, deep tissue infection). Uncontrolled arterial hypertension (Resting diastolic blood pressure >100 mmHg and/or systolic blood pressure >180 mmHg). Uncontrolled microvascular complications such as current active proliferative diabetic retinopathy defined as proliferative retinopathy requiring treatment (e.g. laser therapy or VEGF inhibitor injections) in the past 12 months. 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 protocol. Current use of the following drugs and supplements: k. Regular acetaminophen user, or not willing to suspend acetaminophen 24 hours before and during the entire length of the trial l. Oral steroids m. Any other medication that the investigator believes is a contraindication to the subject's participation Participation in another pharmaceutical or device trial at the time of enrollment or during the study
Overall Study Officials:
First Name & Middle Initial & Last Name & Degree
Stacey M. Anderson, MD
Organizational Affiliation
University of Virginia Center for Diabetes Technology
Official's Role
Principal Investigator
Facility Information:
Facility Name
Stanford University
City
Stanford
State/Province
California
ZIP/Postal Code
94304
Country
United States
Facility Name
Icahn School of Medicine at Mt. Sinai
City
New York
State/Province
New York
ZIP/Postal Code
10029
Country
United States
Facility Name
University of Virginia
City
Charlottesville
State/Province
Virginia
ZIP/Postal Code
22903
Country
United States

12. IPD Sharing Statement

Plan to Share IPD
Yes
IPD Sharing Plan Description
pending
Citations:
PubMed Identifier
34794973
Citation
Bisio A, Anderson S, Norlander L, O'Malley G, Robic J, Ogyaadu S, Hsu L, Levister C, Ekhlaspour L, Lam DW, Levy C, Buckingham B, Breton MD. Impact of a Novel Diabetes Support System on a Cohort of Individuals With Type 1 Diabetes Treated With Multiple Daily Injections: A Multicenter Randomized Study. Diabetes Care. 2022 Jan 1;45(1):186-193. doi: 10.2337/dc21-0838.
Results Reference
result

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Efficacy of inControl Advice: A Decision Support System (DSS) for Diabetes

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