Multiple physiological and behavioural parameters identification for dietary monitoring using wearable sensors: a study protocol.
Mayue Shi, Jiaying Zhou, Mingzhu Cai
https://pubmed.ncbi.nlm.nih.gov/41053911Actively Recruiting
Led by Imperial College London · Updated on 2025-02-18
10
Participants Needed
1
Research Sites
4 weeks
Total Duration
Researchers are exploring physiological signals that change during eating to develop a tool that can objectively measure food intake. This study focuses on healthy adults aged 18 to 65 years and aims to identify biomarkers such as skin temperature, blood oxygen levels, pulse rate, and hand movements that correlate with eating behaviors like meal size, speed, and duration. The project also investigates the relationship between these physiological changes, energy intake, and blood sugar response. Ten healthy participants will attend two visits where they consume a high-calorie and a low-calorie meal in random order. Each meal is designed by nutritional experts and separated by at least 24 hours. During meals, physiological data are collected using bedside monitors and wearable sensors, while blood samples are taken before and up to 60 minutes after eating to measure glycemic response. This setup allows comparison between the effects of different calorie loads on body responses. Participants will be monitored for about two hours per visit, with blood drawn at five time points around the meal. Researchers will track heart rate, blood pressure, oxygen saturation, skin temperature, and hand movements before and after eating. The study evaluates how these measures change with meal intake and energy level. Data from this pilot will help develop wearable devices for future dietary monitoring. Participation is voluntary, with the option to withdraw at any time.
CONDITIONS
Identifying Wearable Biomarkers to Monitor Dietary Intake
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Complete this quick 3-step screening to check your eligibility
Duration - 2 to 4 weeks
Participants are screened for eligibility to participate in the trial.
1 visit (in-person) for eligibility assessment
Duration - Two visits separated by at least 24 hours
Participants attend two study visits where they consume high- and low-calorie meals in random order. During these visits, physiological changes and hand movements are monitored using wearable sensors and bedside monitors. Blood samples are collected starting 5 minutes before the meal and continuing for 60 minutes after.
2 visits (in-person)
Total: 1 location
1
NIHR Imperial College London Clinical Research Facility
London, United Kingdom, W12 0NN
Actively Recruiting
M
Mingzhu Cai, PhD
Study Type
INTERVENTIONAL
Masking
SINGLE
Allocation
RANDOMIZED
Model
CROSSOVER
Primary Purpose
BASIC_SCIENCE
Number of Arms
2
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Mayue Shi, Jiaying Zhou, Mingzhu Cai
https://pubmed.ncbi.nlm.nih.gov/41053911