NCT06933121

Brief Summary

This study is being performed under the European Consortium HealthyW8 that has the main objective of developing a digital tool for personalized recommendations for healthy lifestyle and prevention of obesity. This human study will be a pilot trial that will precede a planned more long-term intervention trial. It will focus on children (age 5 to 12 y) and parents. The main purpose is to study whether the healthy lifestyle recommender solution, reflecting a multi-portfolio intervention and developed within this project, is well accepted by the participants, has a decent adherence (i.e. user time of the app), and whether the overall design is well suited to the participants, in order that they will improve dietary habits. This study will be of longitudinal design without a control group.

Trial Health

35
At Risk

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
40

participants targeted

Target at P25-P50 for not_applicable

Timeline
Completed

Started Apr 2025

Shorter than P25 for not_applicable

Status
not yet recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

November 15, 2024

Completed
5 months until next milestone

Study Start

First participant enrolled

April 14, 2025

Completed
4 days until next milestone

First Posted

Study publicly available on registry

April 18, 2025

Completed
1 month until next milestone

Primary Completion

Last participant's last visit for primary outcome

June 1, 2025

Completed
2 months until next milestone

Study Completion

Last participant's last visit for all outcomes

July 31, 2025

Completed
Last Updated

April 18, 2025

Status Verified

March 1, 2025

Enrollment Period

2 months

First QC Date

November 15, 2024

Last Update Submit

April 10, 2025

Conditions

Keywords

ObesityOverweightPreventionDigital-twinLifestyle

Outcome Measures

Primary Outcomes (1)

  • Adherence to digital tool

    Adherence time to the lifestyle recommender solution and questionnaires addressing the user-friendliness and limitation or problems encountered. This will be quantified according to the scale of the questionnaires.

    At the end of the study, after 3-month intervention.

Secondary Outcomes (4)

  • Changes in BMI

    3-months

  • Salivary biomarkers of stress

    3-months

  • Salivary biomarkers of physiology and metabolism

    3-months

  • Dietary habits

    At the beginning of the study

Study Arms (1)

Digital intervention group

EXPERIMENTAL

Group of individuals that will have access to the digital tool and that will be followed for their used and efficacy.

Device: Digital twin for personalized recommendations

Interventions

The intervention is the developed eHealth solution, i.e. the healthy lifestyle recommender system. It is based on a previously developed meal recommender system, but will be much extended, resulting in a multilevel portfolio intervention regarding: 1. Suggesting personalized meal recommendations, 2. Proposing physical activities tailored to the individuals' capabilities and preferences, 3. Measuring and considering emotional and psychological parameters, 4. Proposing additional healthy life-style patterns regarding e.g. sleeping patterns, alcohol and tobacco consumption, engaging in social activities etc. The detailed nature of the interventions will first be developed during co-creation and then targeted to the participating individual. Moreover, particular attention will be given, since this needs to be a eHealth solution easy to be used by children. The intervention will include collecting urine and saliva samples, as well as measuring anthropometrics and collecting data (persona

Digital intervention group

Eligibility Criteria

Age5 Years - 12 Years
Sexall
Healthy VolunteersNo
Age GroupsChild (0-17)

You may qualify if:

  • Children (age 5-12 y) and, at least, one of their parents
  • To reside in Portugal (for logistic reasons)
  • To be overweight (BMI percentile \> 85%)
  • Both boys and girls

You may not qualify if:

  • To have manifest chronic diseases (e.g. cancer)
  • To be already in energy restriction or following a specific diet (on their own or advised by their physician)
  • To have eating behaviour pathologies

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Related Links

MeSH Terms

Conditions

ObesityOverweight

Condition Hierarchy (Ancestors)

OvernutritionNutrition DisordersNutritional and Metabolic DiseasesBody WeightSigns and SymptomsPathological Conditions, Signs and Symptoms

Central Study Contacts

Elsa Lamy, PhD

CONTACT

Maria Perez-Jimenez, PhD

CONTACT

Study Design

Study Type
interventional
Phase
not applicable
Allocation
NA
Masking
NONE
Purpose
PREVENTION
Intervention Model
SINGLE GROUP
Model Details: In this short-term study, the intervention with a digital solution, with personalized recommendations about lifestyle aspects, will be used to all participants. Data collection will be made at the beginning and at the end of the study.
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Principal Investigator, Head of the Laboratory of Oral Biology and Salivary Proteomics

Study Record Dates

First Submitted

November 15, 2024

First Posted

April 18, 2025

Study Start

April 14, 2025

Primary Completion

June 1, 2025

Study Completion

July 31, 2025

Last Updated

April 18, 2025

Record last verified: 2025-03

Data Sharing

IPD Sharing
Will not share

Individual data will be not shared. Data will be treated and only treated data will be available. Only the PI of the study will be access to the correspondence between participant identification and codification that will be given to each participant. There is no need of having identification of participants to reach the conclusions about the study.