This is a single center, parallel-arm randomized controlled pilot study that aims to examine the feasibility and acceptability of the glucose-guided eating (GGE) mobile app and intervention in two populations at risk of chronic disease (postmenopausal women with prediabetes and AYA cancer survivors).
The primary objectives of the study are to (1) test the feasibility and acceptability of the GGE intervention and companion GGE mobile app and (2) quantify the preliminary effect of GGE on 12-week changes in insulin resistance (IR) and body weight. The secondary objectives of the study are to (1) collect preliminary data on hypothesized mechanisms linking GGE to IR and (2) explore the durability of intervention effects on 24-week changes in body weight.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
PREVENTION
Masking
NONE
Enrollment
100
The GGE intervention consist of up to four weeks of training to learn to eat when glucose levels are at or below their usual fasting level. Specifically, participants following GGE will self-monitor their glucose levels with an unblinded CGM while using a mobile app (GGE app) that will provide feedback on whether or not to eat. At desired mealtimes participants will enter their current glucose level, rate their perceived hunger, and label the type of hunger they are experiencing (physical, emotional, sensory and practical). Participants following GGE will be instructed by the app to eat when two conditions are met: (a) the desire to eat arises and (b) their glucose levels are at or below a personalized threshold. During the training period, participants are meant to associate feelings of perceived hunger with fasting glucose levels (i.e., physical hunger). After the training period, participants continue to follow GGE without CGM or use of the app.
Comparator participants will use unblinded CGM for up to 4 weeks without the use of the GGE app or any other dietary recommendations.
Population-specific accrual
Population-specific accrual will reflect rates of study enrollment and will be defined as number of participants consented to the number of individuals who are determined to be eligible.
Time frame: Week 0
Population-specific retention rates
Population-specific retention rates will reflect the proportion of enrolled participants who complete the study.
Time frame: Week 12
GGE app usability
The app usability will be assessed using the 10-item System Usability Scale. SUS scores have a range of 0 to 100 with 100 representing greatest usability.
Time frame: Week 12
GGE intervention acceptability
GGE intervention acceptability will be assessed with a study specific survey (collected from participants randomized to the GGE intervention only).
Time frame: Week 12
GGE adherence
GGE adherence will be quantified as percent of reported eating events occurring at or below personalized glucose thresholds/personalized average fasting glucose levels that is collected using the GGE app (collected from participants randomized to the GGE intervention only-during use of the GGE app only).
Time frame: Weeks 1-4
Changes in body weight
Changes in body weight will be measured using calibrated digital scales (measured in kilograms).
Time frame: Weeks 0-12 and Weeks 12-24
Changes in insulin resistance (HOMA-IR)
Changes in insulin resistance will be measured as homeostatic model assessment for insulin resistance (HOMA-IR). It will be computed from fasting insulin and fasting glucose (fasting insulin (microU/L) x fasting glucose (nmol/L)/22.5).
This platform is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare professional.
Time frame: Weeks 1-12
Changes in glycemic variability
Changes in glycemic variability will be assessed from CGM data using the freely accessible EasyGV software available from the University of Oxford (https://www.phc.ox.ac.uk/research/resources/easygv).
Time frame: Weeks 1-12
Changes in oxidative stress
Changes in oxidative stress will be measured as 8-isoprostane from spot urine.
Time frame: Weeks 1-12
Changes in the soluble receptor for advanced glycation end-products (sRAGE)
Changes the sRAGE was measured in serum by ELISA.
Time frame: Weeks 1-12