NCT06943651

Brief Summary

This human study will be a pilot trial that will precede a planned more long-term intervention trial. It will focus on young adults (age 18 to 25 y). 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. At present, numbers of persons with overweight and obesity continue to grow in most countries worldwide. Young adults are at risk since in in this period of life most people start to be independent from their families, with the consequent decisions about their food and lifestyle choices. It is frequent that at this time an increase in irregularity of meals and unhealthy food choices, occurs, together with changes in physical activity habits and social or individual pressures. Because of this, it is essential to give tools to these individuals that will allow them to make healthy choices and to have healthy habits, since they will be the future adult population that will raise and inspire the next generation. As solutions to combat the trend toward increasing overweight and obesity are much in need, the present study aims to intervene with the developed healthy lifestyle recommender solution to address various factors known to constitute a risk for developing obesity, including socio-demographic aspects, psychological/behavioural ones, physical activity, dietary patterns, among other. Such a multi-dimensional portfolio approach is believed to be very much needed for the prevention of obesity and co-morbidities, and the personalization of the solution, as well as the nudging/gamification.

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 21, 2025

Completed
3 days until next milestone

First Posted

Study publicly available on registry

April 24, 2025

Completed
2 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

June 20, 2025

Completed
1 month until next milestone

Study Completion

Last participant's last visit for all outcomes

July 31, 2025

Completed
Last Updated

April 24, 2025

Status Verified

March 1, 2025

Enrollment Period

2 months

First QC Date

November 15, 2024

Last Update Submit

April 17, 2025

Conditions

Keywords

ObesityOverweightDigital twinObesity preventionLifestyle

Outcome Measures

Primary Outcomes (2)

  • Adherence to digital tool

    Adherence time to the lifestyle recommender solution, in order to determine the success of application of the healthy-lifestyle recommender solution to the target population (the young adults).

    3-month

  • Satisfaction relative to the digital solution

    The satisfaction for the use of the digital solution will be assessed through questionnaires addressing the user-friendliness and limitation or problems encountered. Scales will be used, where higher scores mean higher satisfaction.

    3 months

Secondary Outcomes (8)

  • Anthropometry

    3-month

  • Fat Mass

    3-months

  • Blood Pressure

    3-month

  • Salivary biomarkers

    3-month

  • Salivary markers of stress

    3-month

  • +3 more secondary outcomes

Other Outcomes (1)

  • Antropometric data

    3-month

Study Arms (1)

Test of healthyW8 Digital Twin of healthy lifestyle recommendations

EXPERIMENTAL

Individuals will have access to a digital tool, putting together nutrition, physical activity and emotional aspects. Participant interaction with the tool, through registration collected or inputed by the individual will allow personalized recommendations.

Device: HealthyW8 Digital Twin of healthy lifestyle recommendations

Interventions

The applied intervention with the developed healthy lifestyle recommender system will be unique and is not used in any other clinical study. However, a large number of intervention studies on young adults' obesity, considering nudging (e.g. 60 in www.clinical.trials.gov), were found. Among the registered clinical trials in the referred database, 3 considered young adults obesity and saliva salivary analysis, but with a different purpose. Moreover, the type of digital solution that will be tested will put together different aspects that are not usually to see together in the same application. These different lifestyle aspects will be used for personalized recommendations.

Test of healthyW8 Digital Twin of healthy lifestyle recommendations

Eligibility Criteria

Age18 Years - 25 Years
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64)

You may qualify if:

  • To be young adult (age 18-25 y)
  • To reside in Portugal
  • To be overweight (BMI between 25-30 kg/m2)
  • Women and men

You may not qualify if:

  • To have a 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 behavior pathologies.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

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
OTHER
Intervention Model
SINGLE GROUP
Model Details: This is a longitudinal study, non-controlled. Participants will receive the developed healthy life-style recommender solution for the duration of the study, and endpoints within subjects will be compared before and after.
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Principal Investigator, Head of the Laboratory of Oral Biology and Salivary Proteomics of MED, University of Evora

Study Record Dates

First Submitted

November 15, 2024

First Posted

April 24, 2025

Study Start

April 21, 2025

Primary Completion

June 20, 2025

Study Completion

July 31, 2025

Last Updated

April 24, 2025

Record last verified: 2025-03

Data Sharing

IPD Sharing
Will share

The investigators will follow the General Data Protection Regulation (EU) 2016/679 of 27 April 2016 (known as the GDPR) and all subsequent texts replacing or supplementing this Regulation Before the start of the study, all subjects will be informed about the aim of the study, the study protocol, as well as risks/benefits. Only the researcher responsible for the study will have access to the correspondence between identification and the codes generated. This correspondence will be stored in a computer protected with password, not linked to internet and in a drive, stored in the University of Evora. All data (questionnaires, samples, etc.) will be identified with the participant code and not personal identification. Data will be presented treated, and no individual data, that could allow participant identification, will be public presented.

Shared Documents
STUDY PROTOCOL, SAP, ICF
Time Frame
From the beginning until the final of HealthyW8 project (from 2025-2028)
Access Criteria
Only the researcher responsible for the study will have access to the correspondence between identification and codification. All the other researchers will have access only to codified individual data. Individual data will be shared only with the researchers responsible for statistical analysis and not public presented.