Food-i-Sense Analytics: Using AI to Understand How Your Glucose Changes Day to Day
Official title: Food_i Sense Analytics: Integrando la Inteligencia Artificial Con la monitorización Continua de la Glucosa Para la nutrición de precisión
Run by IMDEA Food · NCT07626658 · Data updated 2026-11-12
This observational study tests an AI tool to classify adults without diabetes into glucotypes using CGM data to personalize future dietary advice.
Quick facts
| Study type | Observational |
|---|---|
| Ages | 18 Years to 70 Years |
| Sex | All |
| Enrollment | 471 (estimated) |
| Sponsor | IMDEA Food Academic / other |
| Locations | 1 site (Madrid, Madrid) |
| Status | Recruiting |
| Started | October 15, 2026 |
| Main results expected | May 2028 |
| Study ends | December 2028 |
| Registry record updated | November 5, 2026 |
| Trial ID | NCT07626658 on ClinicalTrials.gov |
Is this trial a fit for you?
✓Likely a good fit
Adults 18-70 without diabetes who can commit to 14 days of CGM and complete dietary and lifestyle documentation.
✕Probably not a fit
Individuals with diagnosed diabetes or those unable to complete CGM or dietary reporting may not benefit from this study.
A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.
What this trial studies
Researchers will collect CGM data from adults aged 18-70 over 14 days and apply the GLIA algorithm to identify glucotypes, then explore how these patterns relate to health indicators like blood pressure and cholesterol. The study combines CGM data, AI analysis, and detailed diet and lifestyle records to generate individualized glucose-phenotype profiles. No treatment is given; instead, the aim is to improve understanding of glycemic dynamics to support precision nutrition. Participants will wear a CGM device, log meals and activity, and complete dietary records during the monitoring period.
Why it matters
Potential benefit: If successful, the approach could enable more personalized dietary guidance based on an individual's glucotype.
How similar studies have gone: Previous work with GLIA and related glycemic phenotyping has shown promise in identifying individual glucose response patterns, supporting the novelty and potential of this approach.
Who can join: the full rules
Show full inclusion / exclusion criteria
Inclusion Criteria: * Adults aged 18 to 70 years. * Willing and able to undergo 14 days of continuous glucose monitoring (CGM) using a wearable sensor. * Able to maintain stable dietary habits during the monitoring period. * Able and willing to complete dietary records, including two structured 3-day food logs. * Able and willing to photograph all meals during the 14-day monitoring period following instructions provided. * Able to keep a record of physical activity as instructed. * No previous diagnosis of diabetes or other serious metabolic disorders. * Sufficient commitment and availability to attend all study visits (screening, baseline evaluation, final evaluation). * Capable of providing written informed consent. Exclusion Criteria: * Diagnosed diabetes mellitus or other serious metabolic disorders. * History of severe gastrointestinal, cardiovascular, or other medical conditions that may interfere with stable diet or physical activity during the study. * Pregnant or breastfeeding women. * Inability or unwillingness to comply with continuous glucose monitoring (CGM) procedures for 14 days. * Participants with skin conditions or allergies that prevent safe use of a CGM sensor. * Current participation in another clinical trial that could affect study results. * Use of medications that significantly alter glucose metabolism or interfere with CGM accuracy. * Inability to attend all scheduled study visits or complete required records (diet logs, photos, questionnaires). * Any condition judged by the investigators to make the participant unsuitable for the study or unable to provide informed consent.
Where it's running
-
IMDEA Nutrition
Madrid, Madrid, Spain Recruiting
Study contacts
- Study coordinator: Lidia Daimiel Ruiz, Senior Researcher
- Email: lidia.daimiel@nutricion.imdea.org
- Phone: +34655250563
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How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.