Obese AdultsNCT07742917
Precision Lifestyle Medicine Program for IFHAS Participants
A study testing Precision Lifestyle Medicine Program and Standard IFHAS Care in people with Obese Adults and BMI/Body Composition, run by Institute for Healthier Living Abu Dhabi at 1 site in United Arab Emirates.
Trial summary
The goal of this clinical trial is to evaluate whether a precision lifestyle medicine intervention can improve cardiometabolic health in Emirati adults aged 25 to 50 years living in Abu Dhabi with obesity (BMI 30-35 kg/m²) who have previously completed IFHAS screening. Read more about this study
- Who is it for?
- Ages 25 to 50 years
- Conditions the study is for
- Obese Adults, BMI/Body Composition, Cardiometabolic Risk
- What is being tested?
- Precision Lifestyle Medicine Program and Standard IFHAS Care
- Type of treatment
- Lifestyle or therapy programme
- Could I receive a placebo?
- No, everyone receives an active treatment
- How many people
- 150 participants
- Where
- 1 siteUnited Arab Emirates
- Study dates
- 3 Aug 2026to 13 Dec 2027
- Phase
- Interventional
- Are there results?
- Not yet: the study is under way
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 25 to 50 years
- All sexes
- No healthy volunteers
- Adult
Who may be able to join
- Emiratis residing in Abu Dhabi emirate
- Aged 25-50 years
- BMI 30-35 kg/m²
- Thiqa cardholder
- Previous participation in IFHAS screening
- Able to provide informed consent
- Participant in the Emirati Genome Programme
- No weight-loss medications (e.g., Ozempic, Saxenda, Wegovy) within 3 months of enrollment.
Who cannot join
- Aged under 25 years or over 50 years of age
- BMI range under 30 kg/m2 and over 35 kg/m2
- Taking weight loss medication such as GLP-1 drugs (Ozempic, Saxenda, Wegovy)
- Active treatment for serious medical conditions (cancer, planned surgery, immunomodulation)
- Transplant surgery within 12 months
- Pregnancy
Show all 11Show fewer
- Surgery within 3 months prior to recruitment
- Physical limitations preventing exercise participation
- Current enrolment in other lifestyle intervention programs
- Active psychiatric conditions, cognitive impairment, or mental health conditions affecting study participation
- Contraindication to MRI or DEXA imaging, including severe claustrophobia or need for sedation.
Trial locations and contacts
1 site in 1 country. Contact the study team or a site near you to ask about taking part.
United Arab Emirates1 site, 1 recruiting
- Recruiting
Institute for Healthier Living
Abu Dhabi
Shamma Al Jneibi, 026451700, s.aljneibi@ihlad.ae
About this study
Official title: Application of a Precision Lifestyle Medicine Clinical Program for a Sample of IFHAS Screening Cohort
The goal of this clinical trial is to evaluate whether a precision lifestyle medicine intervention can improve cardiometabolic health in Emirati adults aged 25 to 50 years living in Abu Dhabi with obesity (BMI 30-35 kg/m²) who have previously completed IFHAS screening. The study will also use IFHAS screening data to better understand participants' health profiles and the relationship between lifestyle factors and chronic diseases. The main questions it aims to answer are:
- Does a precision lifestyle medicine program improve cardiometabolic biomarkers after an 18-week intervention?
- Can IFHAS screening data be used to identify health risk profiles and support personalized lifestyle interventions for the Emirati population?
Read more
Researchers will compare participants receiving the precision lifestyle medicine intervention with a propensity-matched control group receiving standard IFHAS care to determine whether the intervention leads to greater improvements in cardiometabolic health.
Participants will:
- Take part in an 18-week personalized lifestyle medicine program tailored to their health profile.
- Attend study visits and complete health assessments over a total study period of 24 weeks.
- Undergo cardiometabolic biomarker assessments before and after the intervention.
- Complete questionnaires or assessments about their adherence to the lifestyle program and their experience with the precision lifestyle medicine clinic.
- Provide biological samples to support the establishment of a biomarker repository for future research.
Read the detailed description
This study is a prospective clinical trial designed to evaluate the effectiveness of a precision lifestyle medicine program in improving cardiometabolic health among Emirati adults with obesity. The study also aims to use data collected through the IFHAS screening program to better understand the current health status, disease risk profiles (pathophenotypes), and associations between lifestyle factors and chronic diseases within the Emirati population.
A total of 150 eligible participants will be enrolled to receive an individualized precision lifestyle medicine intervention. Their outcomes will be compared with those of 150 propensity score-matched individuals selected from the IFHAS database who receive standard IFHAS care. The intervention is designed to provide personalized lifestyle recommendations based on each participant's clinical characteristics and health profile.
Eligible participants are Emirati adults aged 25 to 50 years who reside in the Emirate of Abu Dhabi, have a body mass index (BMI) between 30 and 35 kg/m², are Thiqa cardholders, have completed at least one IFHAS screening, are enrolled in the Emirati Genome Programme, and are able to provide informed consent. Individuals receiving weight-loss medications, those with certain medical conditions or physical limitations that may interfere with participation, pregnant women, and individuals enrolled in other lifestyle intervention programs are excluded.
Recruitment will occur on a rolling basis until the target sample size of 150 participants is reached. Each participant will be involved in the study for approximately 24 weeks, including an 18-week precision lifestyle medicine intervention and follow-up assessments.
The primary objectives of the study are to:
- Use IFHAS screening data to stratify health risks, characterize the current health status and pathophenotypes of the Emirati population, and examine associations between lifestyle factors and chronic diseases.
- Design and implement a precision lifestyle medicine program for eligible participants.
- Evaluate changes in cardiometabolic biomarkers following completion of the intervention.
The secondary objectives are to:
- Assess participants' adherence to the recommended lifestyle intervention program.
- Evaluate participants' experiences with the precision lifestyle medicine clinical program.
- Establish a structured biomarker repository to support future exploratory and hypothesis-generating research.
Study assessments will include measurements of cardiometabolic biomarkers before and after the intervention. Participants may also undergo additional clinical assessments and complete questionnaires related to adherence and their experience with the intervention program. Biological samples collected during the study will contribute to the development of a biomarker repository for future research, in accordance with applicable ethical and regulatory requirements.
The study will be conducted in accordance with the Department of Health (DoH)-approved protocol, the Declaration of Helsinki, the International Council for Harmonisation Good Clinical Practice (ICH-GCP) guidelines, and all applicable national laws and regulations
- Conditions
- Obese Adults, BMI/Body Composition, Cardiometabolic Risk, Cardiovascular Disease Risk, Type 2 Diabetes Risk
- Being tested
- Precision Lifestyle Medicine Program, Standard IFHAS Care
- Keywords
- cardiovascular, obesity, BMI, UAE, Emirati, IFHAS, Personalized, Precision Lifestyle Medicine, Emirati Population, Cardiovascular Disease Prevention, Type 2 Diabetes Prevention, Biological Age, Continuous Glucose Monitoring (CGM), Oura ring, Gut Microbiome, Preventive Medicine, Personalized Nutrition, Risk Stratification
- Medical subject headings
- Obesity
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
Precision Lifestyle Medicine ProgramBehavioural
Participants receive an 18-week precision lifestyle medicine intervention based on individual IFHAS screening results and cardiometabolic risk stratification. The program includes personalized lifestyle recommendations and multidisciplinary clinical support focused on improving cardiometabolic health. Participants are followed for 24 weeks, with assessments conducted at baseline and post-intervention.
Standard IFHAS CareOther
Participants receive standard IFHAS care without participation in the precision lifestyle medicine intervention. This group serves as a propensity score-matched comparison cohort.
| Study group | Role | What they receive |
|---|---|---|
| Precision Lifestyle Medicine Intervention | Experimental | Participants receive an 18-week precision lifestyle medicine intervention program based on IFHAS screening and risk stratification, including personalized lifestyle recommendations and clinical follow-up. Participants remain in the study for 24 weeks, with cardiometabolic outcomes assessed before and after the intervention. Receives: Behavioral: Precision Lifestyle Medicine Program |
| Standard IFHAS Care (Matched Control) | Active comparator | Retrospective propensity score-matched control participants identified from the IFHAS cohort who receive standard IFHAS care and do not participate in the precision lifestyle medicine intervention. This comparison group is created using propensity score weighting to estimate intervention effects. Receives: Other: Standard IFHAS Care |
What is being measured
The primary outcome is the main question the study is designed to answer.
Change in Body Mass Index (BMI)
Mean change in body mass index (BMI) from baseline to Week 24 following the precision lifestyle medicine intervention.
Measured: Baseline and Week 24
Change in Cardiometabolic Composite Response
Proportion of participants classified as cardiometabolic responders at Week 24, defined as achieving at least two of the following: ≥3% reduction in body weight, ≥5% reduction in ApoB (or LDL-C), ≥0.3% reduction in HbA1c (or ≥15% reduction in HOMA-IR), ≥3 mmHg reduction in systolic blood pressure, or ≥2 cm reduction in waist circumference.
Measured: 24 weeks
Secondary outcomes (9)
High responder rate
Proportion of participants meeting at least three of the five cardiometabolic composite response criteria.
Measured: 24 weeks
Change in body weight
Mean percent change in body weight from baseline.
Measured: baseline to week 24
Change in HbA1c
Mean change in HbA1c among participants with dysglycaemia.
Measured: Baseline to Week 24
Change in ApoB
Mean change in apolipoprotein B concentration.
Measured: Baseline to Week 24
VO₂peak
Mean change in measured VO₂peak obtained by cardiopulmonary exercise testing (CPET).
Measured: Baseline to Week 24
Change in 10-year cardiovascular disease risk
Change in QRISK3 estimated 10-year cardiovascular disease risk.
Measured: Baseline to Week 24
Change in 10-year type 2 diabetes risk
Change in TEST2PREVENT estimated 10-year risk of developing type 2 diabetes.
Measured: Baseline to Week 24
Participant commitment to the intervention
Participant adherence assessed using clinic attendance, Oura Ring compliance, and continuous glucose monitor (CGM) compliance.
Measured: Throughout the intervention (up to Week 24)
Participant experience
Participant satisfaction and feasibility of the precision lifestyle medicine clinical program assessed using a structured participant experience survey.
Measured: Week 24
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted3 Aug 2026
- Study start3 Aug 2026 (estimated)
- Primary completion13 Jun 2027 (estimated)
- Study completion13 Dec 2027 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Publications (57)Papers the sponsor has linked to this study.
- Other trials for Obese AdultsStudies of the same condition, open and under way.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Interventional
- Phase
- Phase N/A
- Primary purpose
- Treatment
- Allocation
- Non-randomised
- Intervention model
- Parallel groups
- Model description
- Quasi-experimental intervention with a propensity score-weighted matched control group (150 intervention participants and 150 matched controls).
- Masking
- None (open label)
- Enrolment
- 150 participants (estimated)
Sponsor and investigators
- Lead sponsor
- Institute for Healthier Living Abu Dhabi
- Sponsor type
- University, hospital or other
- Collaborators
- Abu Dhabi Public Health Centre
- Responsible party
- Sponsor
- Investigators
- Nicole Sirotin, MD, Principal investigator, Institute for Healthier Living Abu Dhabi
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT07742917
- Sponsor's protocol ID
- DOH/ADHRTC/2026/1867
- Status last verified
- Jul 2026
- First submitted
- 29 Jul 2026
- Last updated
- 3 Aug 2026
- Results posted
- No
- Data monitoring committee
- Yes
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- No
Publications
Fitzgerald KN, Hodges R, Hanes D, Stack E, Cheishvili D, Szyf M, Henkel J, Twedt MW, Giannopoulou D, Herdell J, Logan S, Bradley R. Potential reversal of epigenetic age using a diet and lifestyle intervention: a pilot randomized clinical trial. Aging (Albany NY). 2021 Apr 12;13(7):9419-9432. doi: 10.18632/aging.202913. Epub 2021 Apr 12.
PubMed 33844651Reicher L, Bar N, Godneva A, Reisner Y, Zahavi L, Shahaf N, Dhir R, Weinberger A, Segal E. Phenome-wide associations of human aging uncover sex-specific dynamics. Nat Aging. 2024 Nov;4(11):1643-1655. doi: 10.1038/s43587-024-00734-9. Epub 2024 Nov 5.
PubMed 39501126Lee S, Lee S, Kim Y, et al. A deep learning model for biological age prediction using comprehensive health check-up data: A retrospective cohort study. Aging (Albany NY). 2023;15(15):7519-7539.
Pinu FR, Beale DJ, Zwart P, et al. A random forest-based approach for the identification of diagnostic biomarkers for heart failure from gene expression data. Front Mol Biosci. 2020;7:139.
Alanazi SA, Kamruzzaman MM, Alruwaili M, et al. A machine learning-based approach for the prediction of cardiometabolic disease risk in students. Int J Environ Res Public Health. 2021;18(11):5649.
Ambrose M, Mitmesser SH, Sesso HD, et al. Use of reduced rank regression and random forest to identify dietary patterns associated with cardiometabolic risk. Curr Dev Nutr. 2017;1(6):e000782.
Georga EI, Protopappas VC, Yaluri N, et al. A machine learning approach for predicting non-responders to a lifestyle intervention for prediabetes. Sensors (Basel). 2021;21(6):2082.
Gárate-Escamila AK, El-Guindy A, Tamez-Peña JG. Machine learning for diabetes and hypertension classification in the Mexican population. J Healthc Eng. 2020;2020:8839074.
O'Gorman A, Gibbons H, O'Brien EC, et al. Use of metabolomics for assessing compliance to a raspberry intervention. Eur J Nutr. 2019;58(1):333-344.
Ulaszewska MM, Garcia-Aloy M, Llorach R, et al. A review of the application of metabolomics in human nutrition. Trends Food Sci Technol. 2019;84:80-92.
Meng, C., Zhang, J., He, M. et al. An overview of machine learning in precision nutrition. Signal Transduct Target Ther. 2023;8(1):337.
EuroQol. (1990). EQ-5D-3L. [online] Available at: https://euroqol.org/information-and-support/euroqol-instruments/eq-5d-3l/.
Bekairy AM, Bustami RT, Almotairi M, Jarab A, Katheri AM, Aldebasi TM, Aburuz S. Validity and reliability of the Arabic version of the the EuroQOL (EQ-5D). A study from Saudi Arabia. Int J Health Sci (Qassim). 2018 Mar-Apr;12(2):16-20.
PubMed 29599689Antoun I, Alkhayer A, Aljabal M, Alkhayer A, Simon P, Mahfoud Y, Kotb A, Barker J, Mavilakandy A, Somani R, Ng GA, Zakkar M. The validity and reliability of the Arabic version of the EQ-5D in atrial fibrillation patients in a conflict country: a study from Syria. BMC Cardiovasc Disord. 2024 Oct 8;24(1):541. doi: 10.1186/s12872-024-04203-4.
PubMed 39379843American College of Sports Medicine (2025). Physical Activity Guidelines. [online] ACSM. Available at: https://acsm.org/education-resources/trending-topics-resources/physical-activity-guidelines/.
Study at a glance
From the registry record, last updated by the sponsor on 3 Aug 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Application of a Precision Lifestyle Medicine Clinical Program for a Sample of IFHAS Screening Cohort
- ClinicalTrials.gov ID
- NCT07742917
- Acronym / sponsor ID
- DOH/ADHRTC/2026/1867
- Conditions
- Obese Adults, BMI/Body Composition, Cardiometabolic Risk, Cardiovascular Disease Risk, Type 2 Diabetes Risk
- Keywords
- cardiovascular, obesity, BMI, UAE, Emirati, IFHAS, Personalized, Precision Lifestyle Medicine
- Study type
- Interventional
- Recruitment status
- Recruiting
- Enrolment
- 150 participants (estimated)
- Lead sponsor
- Institute for Healthier Living Abu DhabiUniversity, hospital or other
- Collaborators
- Abu Dhabi Public Health Centre
- Study start
- 3 Aug 2026 (estimated)
- Primary completion
- 13 Jun 2027 (estimated)
- Study completion
- 13 Dec 2027 (estimated)
- First posted
- 3 Aug 2026 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
The goal of this clinical trial is to evaluate whether a precision lifestyle medicine intervention can improve cardiometabolic health in Emirati adults aged 25 to 50 years living in Abu Dhabi with obesity (BMI 30-35 kg/m²) who have previously completed IFHAS screening. The study will also use IFHAS screening data to better understand participants' health profiles and the relationship between lifestyle factors and chronic diseases. The main questions it aims to answer are:
- Does a precision lifestyle medicine program improve cardiometabolic biomarkers after an 18-week intervention?
- Can IFHAS screening data be used to identify health risk profiles and support personalized lifestyle interventions for the Emirati population?
Researchers will compare participants receiving the precision lifestyle medicine intervention with a propensity-matched control group receiving standard IFHAS care to determine whether the intervention leads to greater improvements in cardiometabolic health.
Participants will:
- Take part in an 18-week personalized lifestyle medicine program tailored to their health profile.
- Attend study visits and complete health assessments over a total study period of 24 weeks.
- Undergo cardiometabolic biomarker assessments before and after the intervention.
- Complete questionnaires or assessments about their adherence to the lifestyle program and their experience with the precision lifestyle medicine clinic.
- Provide biological samples to support the establishment of a biomarker repository for future research.
Detailed description
This study is a prospective clinical trial designed to evaluate the effectiveness of a precision lifestyle medicine program in improving cardiometabolic health among Emirati adults with obesity. The study also aims to use data collected through the IFHAS screening program to better understand the current health status, disease risk profiles (pathophenotypes), and associations between lifestyle factors and chronic diseases within the Emirati population.
A total of 150 eligible participants will be enrolled to receive an individualized precision lifestyle medicine intervention. Their outcomes will be compared with those of 150 propensity score-matched individuals selected from the IFHAS database who receive standard IFHAS care. The intervention is designed to provide personalized lifestyle recommendations based on each participant's clinical characteristics and health profile.
Eligible participants are Emirati adults aged 25 to 50 years who reside in the Emirate of Abu Dhabi, have a body mass index (BMI) between 30 and 35 kg/m², are Thiqa cardholders, have completed at least one IFHAS screening, are enrolled in the Emirati Genome Programme, and are able to provide informed consent. Individuals receiving weight-loss medications, those with certain medical conditions or physical limitations that may interfere with participation, pregnant women, and individuals enrolled in other lifestyle intervention programs are excluded.
Recruitment will occur on a rolling basis until the target sample size of 150 participants is reached. Each participant will be involved in the study for approximately 24 weeks, including an 18-week precision lifestyle medicine intervention and follow-up assessments.
The primary objectives of the study are to:
- Use IFHAS screening data to stratify health risks, characterize the current health status and pathophenotypes of the Emirati population, and examine associations between lifestyle factors and chronic diseases.
- Design and implement a precision lifestyle medicine program for eligible participants.
- Evaluate changes in cardiometabolic biomarkers following completion of the intervention.
The secondary objectives are to:
- Assess participants' adherence to the recommended lifestyle intervention program.
- Evaluate participants' experiences with the precision lifestyle medicine clinical program.
- Establish a structured biomarker repository to support future exploratory and hypothesis-generating research.
Study assessments will include measurements of cardiometabolic biomarkers before and after the intervention. Participants may also undergo additional clinical assessments and complete questionnaires related to adherence and their experience with the intervention program. Biological samples collected during the study will contribute to the development of a biomarker repository for future research, in accordance with applicable ethical and regulatory requirements.
The study will be conducted in accordance with the Department of Health (DoH)-approved protocol, the Declaration of Helsinki, the International Council for Harmonisation Good Clinical Practice (ICH-GCP) guidelines, and all applicable national laws and regulations
Study design
- Primary purpose
- Treatment
- Allocation
- Non-randomised
- Intervention model
- Parallel groups
- Masking
- None (open label)
- Number of arms
- 2
- Model description
- Quasi-experimental intervention with a propensity score-weighted matched control group (150 intervention participants and 150 matched controls).
| Arm | Type | Receives |
|---|---|---|
| Precision Lifestyle Medicine Intervention | Experimental | Behavioral: Precision Lifestyle Medicine ProgramParticipants receive an 18-week precision lifestyle medicine intervention program based on IFHAS screening and risk stratification, including personalized lifestyle recommendations and clinical follow-up. Participants remain in the study for 24 weeks, with cardiometabolic outcomes assessed before and after the intervention. |
| Standard IFHAS Care (Matched Control) | Active comparator | Other: Standard IFHAS CareRetrospective propensity score-matched control participants identified from the IFHAS cohort who receive standard IFHAS care and do not participate in the precision lifestyle medicine intervention. This comparison group is created using propensity score weighting to estimate intervention effects. |
Who may qualify
- Ages
- 25 to 50 years
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult
Key inclusion criteria (8 listed)
- Emiratis residing in Abu Dhabi emirate
- Aged 25-50 years
- BMI 30-35 kg/m²
- Thiqa cardholder
- Previous participation in IFHAS screening
Key exclusion criteria (11 listed)
- Aged under 25 years or over 50 years of age
- BMI range under 30 kg/m2 and over 35 kg/m2
- Taking weight loss medication such as GLP-1 drugs (Ozempic, Saxenda, Wegovy)
- Active treatment for serious medical conditions (cancer, planned surgery, immunomodulation)
- Transplant surgery within 12 months
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| Precision Lifestyle Medicine ProgramParticipants receive an 18-week precision lifestyle medicine intervention based on individual IFHAS screening results and cardiometabolic risk stratification. The program includes personalized lifestyle recommendations and multidisciplinary clinical support focused on improving cardiometabolic health. Participants are followed for 24 weeks, with assessments conducted at baseline and post-intervention. | Behavioural | Precision Lifestyle Medicine Intervention |
| Standard IFHAS CareParticipants receive standard IFHAS care without participation in the precision lifestyle medicine intervention. This group serves as a propensity score-matched comparison cohort. | Other | Standard IFHAS Care (Matched Control) |
Primary outcome
Change in Body Mass Index (BMI)
Time frame: Baseline and Week 24
Mean change in body mass index (BMI) from baseline to Week 24 following the precision lifestyle medicine intervention.
Change in Cardiometabolic Composite Response
Time frame: 24 weeks
Proportion of participants classified as cardiometabolic responders at Week 24, defined as achieving at least two of the following: ≥3% reduction in body weight, ≥5% reduction in ApoB (or LDL-C), ≥0.3% reduction in HbA1c (or ≥15% reduction in HOMA-IR), ≥3 mmHg reduction in systolic blood pressure, or ≥2 cm reduction in waist circumference.
9 secondary outcomes
High responder rate
Time frame: 24 weeks
Change in body weight
Time frame: baseline to week 24
Change in HbA1c
Time frame: Baseline to Week 24
Change in ApoB
Time frame: Baseline to Week 24
VO₂peak
Time frame: Baseline to Week 24
Change in 10-year cardiovascular disease risk
Time frame: Baseline to Week 24
Change in 10-year type 2 diabetes risk
Time frame: Baseline to Week 24
Participant commitment to the intervention
Time frame: Throughout the intervention (up to Week 24)
Participant experience
Time frame: Week 24
Results and safety
This study is still under way. Results are not available in the source record yet.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 3 Aug 2026.
- Background: PubMed 33844651Fitzgerald KN, Hodges R, Hanes D, Stack E, Cheishvili D, Szyf M, Henkel J, Twedt MW, Giannopoulou D, Herdell J, Logan S, Bradley R. Potential reversal of epigenetic age using a diet and lifestyle intervention: a pilot randomized clinical trial. Aging (Albany NY). 2021 Apr 12;13(7):9419-9432. doi: 10.18632/aging.202913. Epub 2021 Apr 12.
- Background: PubMed 39501126Reicher L, Bar N, Godneva A, Reisner Y, Zahavi L, Shahaf N, Dhir R, Weinberger A, Segal E. Phenome-wide associations of human aging uncover sex-specific dynamics. Nat Aging. 2024 Nov;4(11):1643-1655. doi: 10.1038/s43587-024-00734-9. Epub 2024 Nov 5.
- BackgroundLee S, Lee S, Kim Y, et al. A deep learning model for biological age prediction using comprehensive health check-up data: A retrospective cohort study. Aging (Albany NY). 2023;15(15):7519-7539.
- BackgroundPinu FR, Beale DJ, Zwart P, et al. A random forest-based approach for the identification of diagnostic biomarkers for heart failure from gene expression data. Front Mol Biosci. 2020;7:139.
- BackgroundAlanazi SA, Kamruzzaman MM, Alruwaili M, et al. A machine learning-based approach for the prediction of cardiometabolic disease risk in students. Int J Environ Res Public Health. 2021;18(11):5649.
- BackgroundAmbrose M, Mitmesser SH, Sesso HD, et al. Use of reduced rank regression and random forest to identify dietary patterns associated with cardiometabolic risk. Curr Dev Nutr. 2017;1(6):e000782.
- BackgroundGeorga EI, Protopappas VC, Yaluri N, et al. A machine learning approach for predicting non-responders to a lifestyle intervention for prediabetes. Sensors (Basel). 2021;21(6):2082.
- BackgroundGárate-Escamila AK, El-Guindy A, Tamez-Peña JG. Machine learning for diabetes and hypertension classification in the Mexican population. J Healthc Eng. 2020;2020:8839074.
- BackgroundO'Gorman A, Gibbons H, O'Brien EC, et al. Use of metabolomics for assessing compliance to a raspberry intervention. Eur J Nutr. 2019;58(1):333-344.
- BackgroundUlaszewska MM, Garcia-Aloy M, Llorach R, et al. A review of the application of metabolomics in human nutrition. Trends Food Sci Technol. 2019;84:80-92.
- BackgroundMeng, C., Zhang, J., He, M. et al. An overview of machine learning in precision nutrition. Signal Transduct Target Ther. 2023;8(1):337.
- BackgroundEuroQol. (1990). EQ-5D-3L. [online] Available at: https://euroqol.org/information-and-support/euroqol-instruments/eq-5d-3l/.
- Individual participant dataSharing planned: No
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part.
Nicole Sirotin, MD principal investigator
Institute for Healthier Living Abu Dhabi
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
A study testing Precision Lifestyle Medicine Program and Standard IFHAS Care in people with Obese Adults and BMI/Body Composition, run by Institute for Healthier Living Abu Dhabi at 1 site in United Arab Emirates.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 8 inclusion and 11 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: looking for participants now, as of the sponsor's last update on 3 Aug 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in United Arab Emirates. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
This study is still under way. Results are not available in the source record yet.
How can a doctor refer a patient or contact the research team?
Contact Erik Koornneef, PhD (+971500888594, e.koornneef@ihlad.ae), or a site near the patient. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Change in Body Mass Index (BMI) (time frame: Baseline and Week 24). The study lists 2 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT07742917, which also lists 57 linked publications.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 3 Aug 2026.