NCT02818504

Brief Summary

Cardio-metabolic risk factors include obesity, physical inactivity, smoke, alcohol abuse, high blood lipids or sugar and arterial hypertension. Systems for self-learning and self-monitoring may help people improve and maintain a healthy lifestyle through tailored suggestions about diet, weight control, physical activity, fatigue,stress. SEMEOTICONS exploits the human face as an indicator of individual's health status and translates signs obtained from the face using contactless sensors into measures and descriptors to be automatically evaluated by a an interactive smart mirror. This "Wize Mirror" extracts descriptors from videos, images and gas concentration signals and integrates them in a virtual model used to compute and trace the evolution of an individual's wellness index. A health diary enables each individual to evaluate and personally relate his/her lifestyle to his/her well-being. Coaching messages are provided, in relation to the evolution of the wellness index and of each descriptor, to provide useful suggestions on correct lifestyle self-monitoring. The purpose of this study is assess the accuracy of the information derived from the Wize Mirror in expressing the health status of the individual. The reproducibility and repeatability study will evaluate whether measurements are stable over short time spans and whether they are influenced by meals light and temperature conditions. To verify whether the Wize Mirror is able to detect variations in physical and emotional health status with appropriate lifestyle changes, the validation study will cross-check measurements from the Wize Mirror against reference clinical tests at enrolment and after 3 months of personalized suggestions for healthy behavior. Reference tests include

  • Physician visit
  • Measurement of blood oxygen content and skin end products of sugar metabolism,body composition, energy expenditure, vascular function
  • Laboratory profile and exhaled gas composition
  • Questionnaires on quality of life and lifestyle (food, sleep, physical activity, smoking, alcohol, stress). Wize Mirror measures include
  • 3D reconstruction of face images for roundness, color, stress and fatigue
  • Heart and respiratory rate
  • Detection of skin sugar metabolism end-products and of eye lipid deposits
  • Small vessel vasodilating ability with local heating The results will allow to assess whether the Wize Mirror is easy to use and helpful for self-monitoring of cardio-metabolic risk.

Trial Health

90
On Track

Trial Health Score

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

Enrollment
78

participants targeted

Target at P50-P75 for not_applicable

Timeline
Completed

Started Jul 2016

Shorter than P25 for not_applicable

Geographic Reach
2 countries

3 active sites

Status
completed

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

May 9, 2016

Completed
2 months until next milestone

First Posted

Study publicly available on registry

June 29, 2016

Completed
2 days until next milestone

Study Start

First participant enrolled

July 1, 2016

Completed
3 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

October 1, 2016

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

October 1, 2016

Completed
Last Updated

November 4, 2016

Status Verified

November 1, 2016

Enrollment Period

3 months

First QC Date

May 9, 2016

Last Update Submit

November 3, 2016

Conditions

Keywords

obesitydysglycemiahypercholesterolemialifestylesmokingphysical activity

Outcome Measures

Primary Outcomes (1)

  • Plumpness index

    a geodetic measure of the roundness of the face as proxy for overweight

    3 months

Secondary Outcomes (15)

  • Change in Heart Systematic COronary Risk Evaluation (SCORE)

    3 months

  • Change in HOMA-insulin resistance (IR) index

    3 months

  • Change in Fatty Liver Index

    3 months

  • Change in FINDRISC score

    3 months

  • Change in % skin autofluorescence by MultiSpectral analysis

    3 months

  • +10 more secondary outcomes

Study Arms (2)

Repeatability and reproducibility study

EXPERIMENTAL

Monitoring of system ("Wize MIrror") measurements with changes in environmental conditions (fasting state, light, temperature)

Other: Wize Mirror

Validation study

EXPERIMENTAL

Longitudinal monitoring of cardiometabolic risk factors through an user---friendly, unobtrusive, personalized system for lifestyle self---management (the "Wize Mirror")

Other: Wize Mirror

Interventions

Interactive mirror which integrates contactless sensors and a touch screen interface to derive a semeiotic model of the face with reference to cardiometabolic risk in healthy subjects

Repeatability and reproducibility studyValidation study

Eligibility Criteria

Age25 Years - 60 Years
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64)

You may qualify if:

  • Blood pressure and heart rate measure after 10 minutes lying without treatment: 95 mmHg\<Systolic Blood Pressure\<160 mmHg; 45 mmHg\<Diastolic Blood Pressure\<90 mmHg; 40 bpm\<Heart rate\<100bpm.
  • Broad range of CM risk profile
  • Interested and willing to change their lifestyle by decreasing body weight and/or increasing physical fitness and/or improving their well-being following medical advice

You may not qualify if:

  • History of overt disease, including hypertension, diabetes, dyslipidemia requiring drug treatment
  • Chronic medical treatment other than contraception
  • Declared pregnancy and breastfeeding
  • Claustrophobia
  • Minor or adult under guardianship
  • Prisoner
  • Expected poor compliance
  • Subject who has exceeded the maximum foreseen compensation for participation in research protocols

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (3)

Centre de Recherche en Nutrition Humaine

Lyon, 69310, France

Location

Istituto di Fisiologia Clinica del CNR UOS Milano

Milan, Milano, 20162, Italy

Location

Istituto di Fisiologia Clinica del CNR

Pisa, 56124, Italy

Location

MeSH Terms

Conditions

ObesityHypercholesterolemiaSmokingMotor Activity

Condition Hierarchy (Ancestors)

OverweightOvernutritionNutrition DisordersNutritional and Metabolic DiseasesBody WeightSigns and SymptomsPathological Conditions, Signs and SymptomsHyperlipidemiasDyslipidemiasLipid Metabolism DisordersMetabolic DiseasesBehavior

Study Officials

  • Maria Aurora Morales, MD

    Istiuto di Fisiologia Clinica del CNR Pisa

    PRINCIPAL INVESTIGATOR

Study Design

Study Type
interventional
Phase
not applicable
Allocation
NON RANDOMIZED
Masking
NONE
Intervention Model
PARALLEL
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

May 9, 2016

First Posted

June 29, 2016

Study Start

July 1, 2016

Primary Completion

October 1, 2016

Study Completion

October 1, 2016

Last Updated

November 4, 2016

Record last verified: 2016-11

Data Sharing

IPD Sharing
Will not share

Locations