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Not yet recruitingNCT07444073Updated Jul 1, 2026

Assessing Biological Aging in a Real-World Medical Weight Loss Program Using the LinAge2 Clinical Clock

An observational study in Aging and Obesity & Overweight, sponsored by National University of Singapore. Not yet recruiting at 2 sites in Singapore. Open to participants aged 40 Years to 89 Years. Per ClinicalTrials.gov, last updated 2026-07-01.

Sponsored by National University of Singapore · Observational

Study type
Observational
Model
Cohort
Time perspective
Prospective
Enrollment
440
Ages
40 Years to 89 Years
Sex
All
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Study summary

This study examines whether routine treatment with semaglutide or tirzepatide, prescribed with lifestyle coaching in a real-world weight-management program, is associated with changes in biological age measured by the LinAge2 clinical aging clock over 6 months.

Read the detailed description

This study will evaluate whether routine treatment with semaglutide or tirzepatide, prescribed in conjunction with lifestyle coaching support as part of standard-of-care in a real-world clinical weight-loss program, is associated with changes in biological age as measured by the LinAge2 clock. Aging is a primary driver of chronic disease, functional decline, and mortality. Obesity, through mechanisms such as mitochondrial dysfunction, oxidative stress, and chronic inflammation, may accelerate biological aging. Given that GLP-1 receptor agonists such as semaglutide and tirzepatide improve metabolic and cardiovascular health, this study will examine whether these benefits extend to biological aging as quantified by LinAge2, a clinical aging clock derived from standard clinical biomarkers.

This is a six-month prospective observational cohort study involving approximately 440 adults aged 40-89 years who are overweight or obese and newly enrolled in the weight management program at NOVI Health (T3 Health PTE LTD), a private healthcare provider in Singapore. Clinical care and program delivery are provided by NOVI Health as part of routine practice. Participants will receive standard-of-care GLP-1 RA therapy (semaglutide or tirzepatide) together with personalized diet and physical activity interventions. Study procedures include baseline and six-month visits at the NOVI Health clinic, where anthropometry, body composition, blood and urine samples, questionnaires, and functional performance assessments will be conducted. Blood and urine samples will be collected by trained and certified nurses or phlebotomists, analyzed by an accredited external laboratory, and discarded thereafter; no biological materials will be stored.

The National University of Singapore (NUS) research team provides scientific leadership in study design and conducts the development and application of the LinAge2 biological aging clock and analyses of de-identified data generated during routine clinical care at NOVI Health. NUS is not involved in participant recruitment, informed consent, clinical procedures, drug prescription, or biospecimen handling. The primary outcome is change in LinAge2 biological age from baseline to six months. Secondary outcomes include changes in body composition, cardiometabolic biomarkers, and functional clinical measures.

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Conditions studied

  • Aging
  • Obesity & Overweight

Keywords

  • LinAge2
  • Biological Age
  • GLP-1 Receptor Agonist
  • Semaglutide
  • Tirzepatide
  • Weight Management Program
  • Lifestyle
  • Real-World Evidence
  • Cardiometabolic Biomarkers
  • Body Composition
  • Prospective Cohort
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In context

Obesity

6,296 studies on the registry are indexed under Obesity; 1,692 are open to participants now.

This study's planned enrollment of 440 is above the median of 135 across 1,283 observational studies indexed under Obesity.

Browse Obesity studies →

Lead sponsor

National University of Singapore is the lead sponsor of 206 studies on the registry; 52 are open to participants now.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
40 Years to 89 Years
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

Adults aged 40-89 years who are overweight or obese and newly enrolled in the NOVI Health weight management program in Singapore. Participants are selected from routine clinical practice at the NOVI Health clinic.

Inclusion criteria

  • Adults aged 40-89 years, who are newly enrolled in the NOVI OP+ weight management program.
  • BMI of ≥ 30 kg/m2 (obesity); OR
  • BMI of ≥ 27 kg/m2 to \< 30 kg/m2 (overweight) in the presence of at least one weight-related comorbid condition e.g. dysglycemia (prediabetes or type 2 diabetes mellitus), hypertension, dyslipidemia, obstructive sleep apnea or cardiovascular disease.

Exclusion criteria

Exclusion Criteria

  • Pregnancy or lactation.
  • Non-ambulatory status, total blindness, complete hearing loss, or inability to speak.
  • Medical history of, or self-reported, psychiatric illness, congenital or irreversible neurodegenerative diseases, cognitive impairment, or eating disorders that may affect adherence or assessment outcomes.
  • On GLP-1 RA, sulfonylurea or insulin medications for the past 3 months.
  • Active cancer on chemotherapy or immunotherapy.
  • Known hypersensitivity or contraindications to GLP-1 RAs.
  • Any condition, in the opinion of the attending clinician, that would jeopardize participant safety or interfere with study compliance.
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Study design

Observational model
Cohort
Time perspective
Prospective
Enrollment
440 participants (estimated)
Patient registry
No

Groups and cohorts

  • NOVI Health weight management cohort

    Adults newly enrolled in the NOVI Health weight management program receiving standard-of-care GLP-1 receptor agonist therapy (semaglutide or tirzepatide) and lifestyle coaching (diet and physical activity) as part of routine clinical care. Medication type is determined by routine clinical care and patient-clinician decision-making, not by the research study.

    Other: Not applicable. This is an observational study.

Interventions

  • OtherNot applicable. This is an observational study.

    Not applicable. This is an observational study.

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What researchers measure

Primary outcomes

  1. LinAge2 Biological Age

    The primary outcome of this study is to determine the change in LinAge2 biological age estimates in response to the NOVI Health weight management program, which comprises GLP-1 RA therapy alongside personalized diet and physical activity interventions.

    Time frame: Baseline and 6 months

Secondary outcomes

  1. Change in Body Composition: Body Weight

    Body weight measured in kilograms (kg); outcome is change from baseline to 6 months.

    Time frame: Baseline and 6 months

  2. Change in Body Composition: Body Mass Index (BMI)

    BMI calculated as weight (kg) divided by height (m²), reported in kg/m².

    Time frame: Baseline and 6 months

  3. Change in Body Composition: Waist Circumference

    Waist circumference measured in centimeters (cm) using a measuring tape

    Time frame: Baseline and 6 months

  4. Change in Body Composition: Hip Circumference

    Waist circumference measured in centimeters (cm) using a measuring tape

    Time frame: Baseline and 6 months

  5. Change in Body Composition: Waist-to-Hip Ratio

    Waist-to-hip ratio calculated as waist circumference / hip circumference

    Time frame: Baseline and 6 months

  6. Change in Pulse Rate

    Pulse rate measured in beats per minute (bpm)

    Time frame: Baseline and 6 months

  7. Change in Blood Pressure

    Systolic and Diastolic blood pressure measured in mmHg

    Time frame: Baseline and 6 months

  8. Change in Body Composition: Body Fat Percentage

    Body fat percentage (%) measured using a Tanita body composition analyzer (bioimpedance)

    Time frame: Baseline and 6 months

  9. Change in Body Composition: Muscle Mass

    Muscle mass measured in kilograms (kg) using a Tanita body composition analyzer (bioimpedance)

    Time frame: Baseline and 6 months

  10. Change in Body Composition: Basal Metabolic Rate

    Basal metabolic rate measured in kilocalories per day (kcal/day) as estimated by a Tanita body composition analyzer (bioimpedance)

    Time frame: Baseline and 6 months

  11. Change in Body Composition: Metabolic Age

    Metabolic age (years) estimated by a Tanita body composition analyzer (bioimpedance)

    Time frame: Baseline and 6 months

  12. Change in Functional Clinical Measures: Handgrip Strength (Southampton protocol)

    Handgrip strength measured using a handheld dynamometer following the Southampton protocol; reported in kilograms (kg)

    Time frame: Baseline and 6 months

  13. Change in Functional Clinical Measures: Change in Chester Step Test Estimated VO₂max

    Chester Step Test performed to estimate VO₂max, reported in mL/kg/min

    Time frame: Baseline and 6 months

  14. Change in Functional Clinical Measures: Change in Five-Times Sit-to-Stand Test Time

    Time to complete five sit-to-stand repetitions, reported in seconds

    Time frame: Baseline and 6 months

  15. Change in Cardiometabolic: Glycohemoglobin (HbA1c)

    Glycohemoglobin measured as percent (%)

    Time frame: Baseline and 6 months

  16. Change in Cardiometabolic: Glucose

    Glucose measured in mmol/L

    Time frame: Baseline and 6 months

  17. Change in Cardiometabolic: Total Cholesterol

    Total cholesterol measured in mmol/L

    Time frame: Baseline and 6 months

  18. Change in Cardiometabolic: High-Density Lipoprotein (HDL) Cholesterol

    HDL cholesterol measured in mmol/L

    Time frame: Baseline and 6 months

  19. Change in Cardiometabolic: Triglycerides

    Triglycerides measured in mmol/L

    Time frame: Baseline and 6 months

  20. Change in Cardiometabolic: C-Reactive Protein (CRP)

    C-reactive protein measured in mg/dL

    Time frame: Baseline and 6 months

  21. Change in Hepatic: Alanine Aminotransferase (ALT)

    ALT measured in U/L

    Time frame: Baseline and 6 months

  22. Change in Hepatic: Aspartate Aminotransferase (AST)

    AST measured in U/L

    Time frame: Baseline and 6 months

  23. Change in Renal: Serum Creatinine

    Creatinine measured in µmol/L

    Time frame: Baseline and 6 months

  24. Change in Renal: Blood Urea Nitrogen

    Blood urea nitrogen measured in mmol/L

    Time frame: Baseline and 6 months

  25. Change in Renal: Urine Albumin

    Urine albumin measured in mg/L

    Time frame: Baseline and 6 months

  26. Questionnaire: PAR-Q Physical Activity Readiness Questionnaire

    PAR-Q questionnaire (7 items). Reported as number of "Yes" responses (0-7)

    Time frame: Baseline and 6 months

  27. Questionnaire: Smoking status

    Self-reported smoking status assessed by questionnaire and categorized as current smoker, former smoker, or never smoker.

    Time frame: Baseline and 6 months

  28. Questionnaire: Self-reported health

    Question 1: General health condition. Self-rated general health assessed by a single questionnaire item with 5 response options (Excellent, Very good, Good, Fair, Poor). Question 2: Health compared with 1 year ago. Self-rated health compared with 1 year ago assessed by a single questionnaire item with response options (Better, About the same, Worse).

    Time frame: Baseline and 6 months

  29. Questionnaire: Co-morbidity index (22 conditions)

    Number of self-reported comorbidities from a prespecified 22-condition (hypertension, diabetes mellitus, renal impairment, asthma, anemia, arthritis, coronary heart disease, angina, previous myocardial infarction, previous stroke, emphysema, thyroid disease, obesity, chronic bronchitis, liver disease, malignancy, osteoporosis, previous hip fracture, previous wrist fracture, previous spine fracture, cognitive impairment, and overnight hospitalization)

    Time frame: Baseline

  30. Questionnaire: Healthcare use index

    Self-reported number of healthcare visits in the past 12 months (count). From None to 13 times or more.

    Time frame: Baseline

07

Study locations

2 sites
  • NOVI Health (T3 Health PTE LTD)
    Singapore, 068914, Singapore
    • Hui Ching Michelle Lee, PhD · Contact · michelle.lee@novi-health.com · +65 82822765
    • Sue-Anne Ee Shiow Toh, MA MBBChir MSc · Sub investigator
  • National University of Singapore
    Singapore, 119077, Singapore
08

References and documents

Publications

  • Fong S, Pabis K, Latumalea D, Dugersuren N, Unfried M, Tolwinski N, Kennedy B, Gruber J. Principal component-based clinical aging clocks identify signatures of healthy aging and targets for clinical intervention. Nat Aging. 2024 Aug;4(8):1137-1152. doi: 10.1038/s43587-024-00646-8. Epub 2024 Jun 19. PubMed 38898237 ↗

Individual participant data

Plan to share: Undecided — De-identified individual participant data (IPD) underlying the results reported in publications will be shared upon reasonable request after primary publication. Requests will be reviewed by the study team and require a data use agreement. Data will be provided in de-identified form and will not include direct identifiers.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jul 1, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT07444073
Lead sponsor
National University of Singapore
Collaborators
T3 Health PTE LTD
Responsible party
Jan Gruber (Associate Professor, National University of Singapore) — Principal investigator
First posted
Mar 2, 2026
Start date
Jun 1, 2026 (estimated)
Primary completion
Dec 31, 2026 (estimated)
Completion
Dec 31, 2027 (estimated)
Last update
Jul 1, 2026

Study contacts

Zhi Meng Lim, MSc
Contact
zmlim@nus.edu.sg
+65 90084510
Hui Ching Michelle Lee, PhD
Contact
michelle.lee@novi-health.com
Jan Gruber, PhD
principal investigator · National University of Singapore

Oversight

FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is not yet recruiting, as verified in Jun 2026. You cannot join it, but the record below documents what was studied.

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