The Use of Ultrasound Detection of Lipohypertrophy to Improve Glycemic Control
The Use of Machine Learning Detection of Lipohypertrophy to Improve Glycemic Variability
1 other identifier
interventional
100
1 country
1
Brief Summary
Lipohypertrophy is swelling of the fatty tissue located below the skin ("subcutaneous tissue") where many patients with diabetes inject their insulin. Lipohypertrophy can sometimes be felt as firm swelling, lumps or small bumps near insulin injection sites. Previous studies have shown that injecting insulin into areas of lipohypertrophy can affect how insulin is absorbed, and can increase insulin requirements in patients. New data suggest that lipohypertrophy can be detected using ultrasound technology. The ultrasonographic presence of changes to the subcutaneous tissue without swelling that can be felt ("subclinical lipohypertrophy") and the effect of injecting insulin into these sites is unknown. 100 people will participate in the Phase 1 of this study. In the second phase of the study, 40 patients identified with subclinical lipohypertrophy in Phase 1 will be asked to participate in the randomized study using crossover design by checking your glucose levels.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for not_applicable diabetes-mellitus
Started Mar 2023
Longer than P75 for not_applicable diabetes-mellitus
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
First Submitted
Initial submission to the registry
May 5, 2022
CompletedFirst Posted
Study publicly available on registry
May 17, 2022
CompletedStudy Start
First participant enrolled
March 1, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2026
ExpectedStudy Completion
Last participant's last visit for all outcomes
December 31, 2026
May 1, 2026
April 1, 2026
3.8 years
May 5, 2022
April 27, 2026
Conditions
Outcome Measures
Primary Outcomes (1)
Assessment of lipohypertrophy by US machine
Validation of machine algorithm, such as a web-based convolutional network to detect lipohypertrophy on portable ultrasound images. Each image will be evaluated by an experience ultrasonographer (Dr.Areshnikoff0 and labelled as either having the presence or absence of lipohypertrophy.
First 12 months of the study
Study Arms (2)
LH Protocol
EXPERIMENTALPatients will be randomized and data interpreters will be blinded to two, randomized, alternating 14-day protocols where the patients will be advised by the nurse educator verbally and by written instruction to inject insulin in sites of subclinical lipohypertrophy.
Normal Protocol
ACTIVE COMPARATORPatients will be randomized and data interpreters will be blinded to two, randomized, alternating 14-day protocols where the patients will be advised by the nurse educator verbally and by written instruction to inject insulin in sites of normal subcutaneous tissue. Outcomes measured will consist of mean glucose, glucose standard deviation around the mean value, percentage of time with glucose below 3 mmol/liter, and percentage of time spent with glicose above 10 mmol/liter. The device will be calibrated and placed by a trained research nurse. There will be a member of the rsearch team available 24 hours per day to answer subject questions.
Interventions
Patients will be randomized and data interpreters will be blinded to two, randomized, alternating 14-day protocols where the patients will be advised by the nurse educator verbally to inject insulin in sites of subclinical lipohypertrophy
Eligibility Criteria
You may qualify if:
- Subjects with a diagnosis of Type 1 or Type 2 diabetes mellitus
- Current treatment with a minimum of one insulin injection daily or insulin pump for at least 2 years
You may not qualify if:
- Subjects taking a glucagon-like peptide-1 agonist or a systemic glucocorticoid
- Past history of a non-lipohypertrophic dermatological condition in the insulin injection site area
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Vancouver General Hospital Diabetes Centre
Vancouver, British Columbia, V5Z 1M9, Canada
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- DOUBLE
- Who Masked
- PARTICIPANT, INVESTIGATOR
- Masking Details
- The subject and the investigators will be blinded to the order of the two crossover protocols
- Purpose
- DIAGNOSTIC
- Intervention Model
- CROSSOVER
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
May 5, 2022
First Posted
May 17, 2022
Study Start
March 1, 2023
Primary Completion (Estimated)
December 31, 2026
Study Completion (Estimated)
December 31, 2026
Last Updated
May 1, 2026
Record last verified: 2026-04